diff --git a/.github/workflows/e2e.yml b/.github/workflows/e2e.yml index 07e952997..e9bd241dd 100644 --- a/.github/workflows/e2e.yml +++ b/.github/workflows/e2e.yml @@ -65,6 +65,8 @@ jobs: TOGETHERAI_API_KEY: ${{ secrets.TOGETHERAI_API_KEY }} VOYAGEAI_API_KEY: ${{ secrets.VOYAGEAI_API_KEY }} VERTEXAI_API_KEY: ${{ secrets.VERTEXAI_API_KEY }} + AZURE_OPENAI_API_KEY: ${{ secrets.AZURE_OPENAI_API_KEY }} + AZURE_OPENAI_ENDPOINT: ${{ secrets.AZURE_OPENAI_ENDPOINT }} run: | make install-base make install-all-embedders @@ -107,6 +109,7 @@ jobs: KAFKA_API_KEY: ${{ secrets.KAFKA_API_KEY }} KAFKA_SECRET: ${{ secrets.KAFKA_SECRET }} KAFKA_BOOTSTRAP_SERVER: ${{ secrets.KAFKA_BOOTSTRAP_SERVER }} + DATABRICKS_PAT: ${{ secrets.DATABRICKS_PAT }} run : | source .venv/bin/activate make install-test @@ -153,10 +156,14 @@ jobs: ASTRA_DB_API_ENDPOINT: ${{ secrets.ASTRA_DB_ENDPOINT }} AZURE_SEARCH_ENDPOINT: ${{ secrets.AZURE_SEARCH_ENDPOINT }} AZURE_SEARCH_API_KEY: ${{ secrets.AZURE_SEARCH_API_KEY }} + AZURE_REDIS_INGEST_TEST_PASSWORD: ${{ secrets.AZURE_REDIS_INGEST_TEST_PASSWORD }} MONGODB_URI: ${{ secrets.MONGODB_URI }} MONGODB_DATABASE: ${{ secrets.MONGODB_DATABASE_NAME }} QDRANT_API_KEY: ${{ secrets.QDRANT_API_KEY }} QDRANT_SERVER_URL: ${{ secrets.QDRANT_SERVER_URL }} + KAFKA_API_KEY: ${{ secrets.KAFKA_API_KEY }} + KAFKA_SECRET: ${{ secrets.KAFKA_SECRET }} + KAFKA_BOOTSTRAP_SERVER: ${{ secrets.KAFKA_BOOTSTRAP_SERVER }} run : | source .venv/bin/activate make install-test @@ -288,6 +295,7 @@ jobs: S3_INGEST_TEST_SECRET_KEY: ${{ secrets.S3_INGEST_TEST_SECRET_KEY }} AZURE_SEARCH_ENDPOINT: ${{ secrets.AZURE_SEARCH_ENDPOINT }} AZURE_SEARCH_API_KEY: ${{ secrets.AZURE_SEARCH_API_KEY }} + AZURE_REDIS_INGEST_TEST_PASSWORD: ${{ secrets.AZURE_REDIS_INGEST_TEST_PASSWORD }} BOX_APP_CONFIG: ${{ secrets.BOX_APP_CONFIG }} DROPBOX_APP_KEY: ${{ secrets.DROPBOX_APP_KEY }} DROPBOX_APP_SECRET: ${{ secrets.DROPBOX_APP_SECRET }} diff --git a/.github/workflows/unit_tests.yml b/.github/workflows/unit_tests.yml index dc2b950b0..74ada87af 100644 --- a/.github/workflows/unit_tests.yml +++ b/.github/workflows/unit_tests.yml @@ -121,4 +121,5 @@ jobs: run: | make install-base make install-test + pip install unstructured make unit-test diff --git a/CHANGELOG.md b/CHANGELOG.md index 5257c9988..42bccf1e2 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,4 +1,72 @@ -## 0.3.7-dev6 +## 0.3.12-dev4 + +### Enhancements + +* **Migrate Vectara Destination Connector to v2** +* **Improved Milvus error handling** + +## 0.3.12-dev2 + +### Enhancements + +* **Added Redis destination connector** + +## 0.3.12-dev1 + +* **Bypass asyncio exception grouping to return more meaningful errors from OneDrive indexer** + +## 0.3.12-dev0 + +### Fixes + +* **Fix Kafka destination connection problems** + +### Enhancements + +* **Kafka destination connector checks for existence of topic** +* **Create more reflective custom errors** Provide errors to indicate if the error was due to something user provided or due to a provider issue, applicable to all steps in the pipeline. +* **Bypass asyncio exception grouping to return more meaningful errors from OneDrive indexer** + +## 0.3.11 + +### Enhancements + +* **Support Databricks personal access token** + +### Fixes + +* **Fix missing source identifiers in some downloaders** + +## 0.3.10 + +### Enhancements + +* **Support more concrete FileData content for batch support** + +### Fixes + +* **Add Neo4J to ingest destination connector registry** +* **Fix closing SSHClient in sftp connector** + +## 0.3.9 + +### Enhancements + +* **Support ndjson files in stagers** +* **Add Neo4j destination connector** +* **Support passing data in for uploaders** + +### Fixes + +* **Make sure any SDK clients that support closing get called** + +## 0.3.8 + +### Fixes + +* **Prevent pinecone delete from hammering database when deleting** + +## 0.3.7 ### Fixes @@ -8,6 +76,10 @@ * **Fixes issue with SingleStore Source Connector not being available** * **Fixes issue with SQLite Source Connector using wrong Indexer** - Caused indexer config parameter error when trying to use SQLite Source * **Fixes issue with Snowflake Destination Connector `nan` values** - `nan` values were not properly replaced with `None` +* **Fixes Snowflake source `'SnowflakeCursor' object has no attribute 'mogrify'` error** +* **Box source connector can now use raw JSON as access token instead of file path to JSON** +* **Fix fsspec upload paths to be OS independent** +* **Properly log elasticsearch upload errors** ### Enhancements @@ -17,7 +89,9 @@ * **Makes multiple SQL connectors (Snowflake, SingleStore, SQLite) more robust against SQL injection.** * **Optimizes memory usage of Snowflake Destination Connector.** * **Added Qdrant Cloud integration test** -* **Improved Milvus error handling** +* **Add DuckDB destination connector** Adds support storing artifacts in a local DuckDB database. +* **Add MotherDuck destination connector** Adds support storing artifacts in MotherDuck database. +* **Update weaviate v2 example** ## 0.3.6 diff --git a/requirements/common/base.in b/requirements/common/base.in index 90f7f8b5c..25245ea00 100644 --- a/requirements/common/base.in +++ b/requirements/common/base.in @@ -2,6 +2,7 @@ python-dateutil pandas +ndjson # Pydantic generic Secret only introduced in 2.7 pydantic>=2.7 dataclasses_json diff --git a/requirements/common/base.txt b/requirements/common/base.txt index cdd9f97a2..947b0479c 100644 --- a/requirements/common/base.txt +++ b/requirements/common/base.txt @@ -1,51 +1,51 @@ # This file was autogenerated by uv via the following command: -# uv pip compile ./common/base.in --output-file ./common/base.txt --no-strip-extras --python-version 3.9 +# uv pip compile base.in --output-file base.txt --no-strip-extras --python-version 3.9 annotated-types==0.7.0 # via pydantic click==8.1.7 - # via -r ./common/base.in + # via -r base.in dataclasses-json==0.6.7 - # via -r ./common/base.in -deprecated==1.2.14 + # via -r base.in +deprecated==1.2.15 # via opentelemetry-api -marshmallow==3.22.0 +marshmallow==3.23.1 # via dataclasses-json mypy-extensions==1.0.0 # via typing-inspect +ndjson==0.3.1 + # via -r base.in numpy==1.26.4 # via - # -c ./common/constraints.txt + # -c constraints.txt # pandas opentelemetry-api==1.16.0 # via opentelemetry-sdk opentelemetry-sdk==1.16.0 - # via -r ./common/base.in + # via -r base.in opentelemetry-semantic-conventions==0.37b0 # via opentelemetry-sdk -packaging==23.2 - # via - # -c ./common/constraints.txt - # marshmallow +packaging==24.2 + # via marshmallow pandas==2.2.3 - # via -r ./common/base.in -pydantic==2.9.2 - # via -r ./common/base.in -pydantic-core==2.23.4 + # via -r base.in +pydantic==2.10.3 + # via -r base.in +pydantic-core==2.27.1 # via pydantic python-dateutil==2.9.0.post0 # via - # -r ./common/base.in + # -r base.in # pandas pytz==2024.2 # via pandas -setuptools==75.1.0 +setuptools==75.6.0 # via # opentelemetry-api # opentelemetry-sdk -six==1.16.0 +six==1.17.0 # via python-dateutil -tqdm==4.66.5 - # via -r ./common/base.in +tqdm==4.67.1 + # via -r base.in typing-extensions==4.12.2 # via # opentelemetry-sdk @@ -56,7 +56,7 @@ typing-inspect==0.9.0 # via dataclasses-json tzdata==2024.2 # via pandas -wrapt==1.16.0 +wrapt==1.17.0 # via - # -c ./common/constraints.txt + # -c constraints.txt # deprecated diff --git a/requirements/common/constraints.txt b/requirements/common/constraints.txt index 6bdcd0084..f861776eb 100644 --- a/requirements/common/constraints.txt +++ b/requirements/common/constraints.txt @@ -25,5 +25,4 @@ wrapt>=1.14.0 # NOTE(robinson): chroma was pinned to importlib-metadata>=7.1.0 but 7.1.0 was installed # instead of 7.2.0. Need to investigate importlib-metadata==7.1.0 -unstructured==0.15.10 numpy<2 diff --git a/requirements/connectors/duckdb.in b/requirements/connectors/duckdb.in new file mode 100644 index 000000000..a30150296 --- /dev/null +++ b/requirements/connectors/duckdb.in @@ -0,0 +1,3 @@ +-c ../common/constraints.txt + +duckdb \ No newline at end of file diff --git a/requirements/connectors/duckdb.txt b/requirements/connectors/duckdb.txt new file mode 100644 index 000000000..583fccfd2 --- /dev/null +++ b/requirements/connectors/duckdb.txt @@ -0,0 +1,4 @@ +# This file was autogenerated by uv via the following command: +# uv pip compile ./connectors/duckdb.in --output-file ./connectors/duckdb.txt --no-strip-extras --python-version 3.9 +duckdb==1.1.3 + # via -r ./connectors/duckdb.in diff --git a/requirements/connectors/neo4j.in b/requirements/connectors/neo4j.in new file mode 100644 index 000000000..a6bda9e03 --- /dev/null +++ b/requirements/connectors/neo4j.in @@ -0,0 +1,3 @@ +neo4j +cymple +networkx \ No newline at end of file diff --git a/requirements/connectors/neo4j.txt b/requirements/connectors/neo4j.txt new file mode 100644 index 000000000..899a4a283 --- /dev/null +++ b/requirements/connectors/neo4j.txt @@ -0,0 +1,10 @@ +# This file was autogenerated by uv via the following command: +# uv pip compile neo4j.in --output-file neo4j.txt --no-strip-extras --python-version 3.9 +cymple==0.12.0 + # via -r neo4j.in +neo4j==5.27.0 + # via -r neo4j.in +networkx==3.2.1 + # via -r neo4j.in +pytz==2024.2 + # via neo4j diff --git a/requirements/connectors/redis.in b/requirements/connectors/redis.in new file mode 100644 index 000000000..70429efe7 --- /dev/null +++ b/requirements/connectors/redis.in @@ -0,0 +1,3 @@ +-c ../common/constraints.txt + +redis \ No newline at end of file diff --git a/requirements/connectors/redis.txt b/requirements/connectors/redis.txt new file mode 100644 index 000000000..8952feafb --- /dev/null +++ b/requirements/connectors/redis.txt @@ -0,0 +1,6 @@ +# This file was autogenerated by uv via the following command: +# uv pip compile ./requirements/connectors/redis.in --output-file ./requirements/connectors/redis.txt --no-strip-extras --python-version 3.9 +async-timeout==5.0.1 + # via redis +redis==5.2.0 + # via -r ./requirements/connectors/redis.in diff --git a/requirements/connectors/vectara.in b/requirements/connectors/vectara.in index b75587241..647f99538 100644 --- a/requirements/connectors/vectara.in +++ b/requirements/connectors/vectara.in @@ -1,3 +1,5 @@ -c ../common/constraints.txt requests +aiofiles +httpx \ No newline at end of file diff --git a/requirements/connectors/vectara.txt b/requirements/connectors/vectara.txt index 917d5e7bc..b8644ba81 100644 --- a/requirements/connectors/vectara.txt +++ b/requirements/connectors/vectara.txt @@ -8,6 +8,8 @@ idna==3.10 # via requests requests==2.32.3 # via -r ./connectors/vectara.in +aiofiles==24.1.0 + # via -r ./connectors/vectara.in urllib3==1.26.20 # via # -c ./connectors/../common/constraints.txt diff --git a/requirements/test.in b/requirements/test.in index 7274d53b6..a7dcd4675 100644 --- a/requirements/test.in +++ b/requirements/test.in @@ -1,7 +1,9 @@ -c ./common/constraints.txt + pytest pytest-cov pytest-mock +pytest-check unstructured pytest-asyncio pytest_tagging @@ -9,6 +11,7 @@ pytest-json-report faker docker universal_pathlib +deepdiff # Connector specific deps cryptography diff --git a/requirements/test.txt b/requirements/test.txt index c58d3de11..48d792657 100644 --- a/requirements/test.txt +++ b/requirements/test.txt @@ -1,69 +1,42 @@ # This file was autogenerated by uv via the following command: # uv pip compile test.in --output-file test.txt --no-strip-extras --python-version 3.9 -aiofiles==24.1.0 - # via unstructured-client annotated-types==0.7.0 # via pydantic -anyio==4.6.2.post1 - # via httpx -backoff==2.2.1 - # via unstructured -beautifulsoup4==4.12.3 - # via unstructured cachetools==5.5.0 # via google-auth -certifi==2024.8.30 - # via - # httpcore - # httpx - # requests +certifi==2024.12.14 + # via requests cffi==1.17.1 # via cryptography -chardet==5.2.0 - # via unstructured charset-normalizer==3.4.0 # via requests -click==8.1.7 - # via - # nltk - # python-oxmsg -coverage[toml]==7.6.7 +coverage[toml]==7.6.9 # via pytest-cov -cryptography==43.0.3 - # via - # -r test.in - # unstructured-client -dataclasses-json==0.6.7 - # via unstructured +cryptography==44.0.0 + # via -r test.in +deepdiff==8.0.1 + # via -r test.in docker==7.1.0 # via -r test.in docstring-parser==0.16 # via google-cloud-aiplatform -emoji==2.14.0 - # via unstructured -eval-type-backport==0.2.0 - # via unstructured-client exceptiongroup==1.2.2 - # via - # anyio - # pytest -faker==33.0.0 + # via pytest +faker==33.1.0 # via -r test.in -filetype==1.2.0 - # via unstructured fsspec==2024.5.0 # via # -c ./common/constraints.txt # -r test.in # universal-pathlib -google-api-core[grpc]==2.23.0 +google-api-core[grpc]==2.24.0 # via # google-cloud-aiplatform # google-cloud-bigquery # google-cloud-core # google-cloud-resource-manager # google-cloud-storage -google-auth==2.36.0 +google-auth==2.37.0 # via # google-api-core # google-cloud-aiplatform @@ -79,9 +52,9 @@ google-cloud-core==2.4.1 # via # google-cloud-bigquery # google-cloud-storage -google-cloud-resource-manager==1.13.1 +google-cloud-resource-manager==1.14.0 # via google-cloud-aiplatform -google-cloud-storage==2.18.2 +google-cloud-storage==2.19.0 # via google-cloud-aiplatform google-crc32c==1.6.0 # via @@ -98,7 +71,7 @@ googleapis-common-protos[grpc]==1.66.0 # grpcio-status grpc-google-iam-v1==0.13.1 # via google-cloud-resource-manager -grpcio==1.68.0 +grpcio==1.68.1 # via # -c ./common/constraints.txt # google-api-core @@ -107,47 +80,20 @@ grpcio==1.68.0 # grpcio-status grpcio-status==1.62.3 # via google-api-core -h11==0.14.0 - # via httpcore -httpcore==1.0.7 - # via httpx -httpx==0.27.2 - # via unstructured-client idna==3.10 - # via - # anyio - # httpx - # requests + # via requests iniconfig==2.0.0 # via pytest -joblib==1.4.2 - # via nltk -jsonpath-python==1.0.6 - # via unstructured-client -langdetect==1.0.9 - # via unstructured -lxml==5.3.0 - # via unstructured -marshmallow==3.23.1 - # via dataclasses-json -mypy-extensions==1.0.0 - # via typing-inspect -nest-asyncio==1.6.0 - # via unstructured-client -nltk==3.9.1 - # via unstructured numpy==1.26.4 # via # -c ./common/constraints.txt # shapely - # unstructured -olefile==0.47 - # via python-oxmsg +orderly-set==5.2.2 + # via deepdiff packaging==24.2 # via # google-cloud-aiplatform # google-cloud-bigquery - # marshmallow # pytest pluggy==1.5.0 # via pytest @@ -166,8 +112,6 @@ protobuf==4.23.4 # grpc-google-iam-v1 # grpcio-status # proto-plus -psutil==6.1.0 - # via unstructured pyasn1==0.6.1 # via # pyasn1-modules @@ -176,24 +120,23 @@ pyasn1-modules==0.4.1 # via google-auth pycparser==2.22 # via cffi -pydantic==2.9.2 - # via - # google-cloud-aiplatform - # unstructured-client -pydantic-core==2.23.4 +pydantic==2.10.3 + # via google-cloud-aiplatform +pydantic-core==2.27.1 # via pydantic -pypdf==5.1.0 - # via unstructured-client -pytest==8.3.3 +pytest==8.3.4 # via # -r test.in # pytest-asyncio + # pytest-check # pytest-cov # pytest-json-report # pytest-metadata # pytest-mock # pytest-tagging -pytest-asyncio==0.24.0 +pytest-asyncio==0.25.0 + # via -r test.in +pytest-check==2.4.1 # via -r test.in pytest-cov==6.0.0 # via -r test.in @@ -205,79 +148,33 @@ pytest-mock==3.14.0 # via -r test.in pytest-tagging==1.6.0 # via -r test.in -python-dateutil==2.8.2 +python-dateutil==2.9.0.post0 # via # faker # google-cloud-bigquery - # unstructured-client -python-iso639==2024.10.22 - # via unstructured -python-magic==0.4.27 - # via unstructured -python-oxmsg==0.0.1 - # via unstructured -rapidfuzz==3.10.1 - # via unstructured -regex==2024.11.6 - # via nltk requests==2.32.3 # via # docker # google-api-core # google-cloud-bigquery # google-cloud-storage - # requests-toolbelt - # unstructured -requests-toolbelt==1.0.0 - # via unstructured-client rsa==4.9 # via google-auth shapely==2.0.6 # via google-cloud-aiplatform -six==1.16.0 - # via - # langdetect - # python-dateutil -sniffio==1.3.1 - # via - # anyio - # httpx -soupsieve==2.6 - # via beautifulsoup4 -tabulate==0.9.0 - # via unstructured -tomli==2.1.0 +six==1.17.0 + # via python-dateutil +tomli==2.2.1 # via # coverage # pytest -tqdm==4.67.0 - # via - # nltk - # unstructured typing-extensions==4.12.2 # via - # anyio # faker # pydantic # pydantic-core - # pypdf - # python-oxmsg - # typing-inspect - # unstructured -typing-inspect==0.9.0 - # via - # dataclasses-json - # unstructured-client -universal-pathlib==0.2.5 +universal-pathlib==0.2.6 # via -r test.in -unstructured==0.15.10 - # via - # -c ./common/constraints.txt - # -r test.in -unstructured-client==0.28.0 - # via - # -c ./common/constraints.txt - # unstructured urllib3==1.26.20 # via # -c ./common/constraints.txt @@ -285,7 +182,3 @@ urllib3==1.26.20 # requests vertexai==1.71.1 # via -r test.in -wrapt==1.16.0 - # via - # -c ./common/constraints.txt - # unstructured diff --git a/scripts/pip-compile.sh b/scripts/pip-compile.sh index ca6283137..fd1d13c47 100755 --- a/scripts/pip-compile.sh +++ b/scripts/pip-compile.sh @@ -5,12 +5,19 @@ set -e # python version must match lowest supported (3.9) python_version=${UV_PYTHON_VERSION:-"3.9"} +# if major and minor python version (x.y) is not equal to current python_version, error out +if [[ $(python --version | cut -d ' ' -f 2 | cut -d '.' -f 1-2) != $(echo "$python_version" | cut -d '.' -f 1-2) ]]; then + echo "Python version must be $python_version (lowest supported) to be able to pip-compile." + exit 1 +fi + pushd ./requirements || exit find . -type f -name "*.txt" ! -name "constraints.txt" -exec rm '{}' ';' find . -type f -name "*.in" -print0 | while read -r -d $'\0' in_file; do echo "compiling $in_file" - txt_file="${in_file//\.in/\.txt}" + # remove .in extension and add .txt extension + txt_file="${in_file%.in}.txt" uv pip compile --upgrade "$in_file" --output-file "$txt_file" --no-strip-extras --python-version "$python_version" done popd || exit diff --git a/setup.py b/setup.py index be911ddda..a1ca32b70 100644 --- a/setup.py +++ b/setup.py @@ -95,6 +95,7 @@ def load_requirements(file: Union[str, Path]) -> List[str]: "delta-table": load_requirements("requirements/connectors/delta-table.in"), "discord": load_requirements("requirements/connectors/discord.in"), "dropbox": load_requirements("requirements/connectors/dropbox.in"), + "duckdb": load_requirements("requirements/connectors/duckdb.in"), "elasticsearch": load_requirements("requirements/connectors/elasticsearch.in"), "gcs": load_requirements("requirements/connectors/gcs.in"), "github": load_requirements("requirements/connectors/github.in"), @@ -107,6 +108,7 @@ def load_requirements(file: Union[str, Path]) -> List[str]: "lancedb": load_requirements("requirements/connectors/lancedb.in"), "milvus": load_requirements("requirements/connectors/milvus.in"), "mongodb": load_requirements("requirements/connectors/mongodb.in"), + "neo4j": load_requirements("requirements/connectors/neo4j.in"), "notion": load_requirements("requirements/connectors/notion.in"), "onedrive": load_requirements("requirements/connectors/onedrive.in"), "opensearch": load_requirements("requirements/connectors/opensearch.in"), @@ -115,6 +117,7 @@ def load_requirements(file: Union[str, Path]) -> List[str]: "postgres": load_requirements("requirements/connectors/postgres.in"), "qdrant": load_requirements("requirements/connectors/qdrant.in"), "reddit": load_requirements("requirements/connectors/reddit.in"), + "redis": load_requirements("requirements/connectors/redis.in"), "s3": load_requirements("requirements/connectors/s3.in"), "sharepoint": load_requirements("requirements/connectors/sharepoint.in"), "salesforce": load_requirements("requirements/connectors/salesforce.in"), diff --git a/test/integration/chunkers/test_chunkers.py b/test/integration/chunkers/test_chunkers.py index 76e269747..d6da1e055 100644 --- a/test/integration/chunkers/test_chunkers.py +++ b/test/integration/chunkers/test_chunkers.py @@ -29,14 +29,3 @@ async def test_chunker_api(chunker_file: Path, strategy: str): chunker = Chunker(config=chunker_config) results = await chunker.run_async(elements_filepath=chunker_file) assert results - - -@pytest.mark.parametrize("chunker_file", chunker_files, ids=[path.name for path in chunker_files]) -@pytest.mark.parametrize("strategy", ["basic", "by_title"]) -def test_chunker_basic(chunker_file: Path, strategy: str): - chunker_config = ChunkerConfig( - chunking_strategy=strategy, - ) - chunker = Chunker(config=chunker_config) - results = chunker.run(elements_filepath=chunker_file) - assert results diff --git a/test/integration/connectors/assets/DA-1p-with-duplicate-pages.pdf.ndjson b/test/integration/connectors/assets/DA-1p-with-duplicate-pages.pdf.ndjson new file mode 100644 index 000000000..e0477420f --- /dev/null +++ b/test/integration/connectors/assets/DA-1p-with-duplicate-pages.pdf.ndjson @@ -0,0 +1,22 @@ +{"type": "CompositeElement", "element_id": "2470d8dc42215b3d68413b55bf00fed2", "text": "MAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.\n\nAs we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 1, "orig_elements": 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But he was human no longer.", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 1, "orig_elements": "eJxFj8FuwyAQRH9lxTlOTWxkp7dWPfeUWxRFW1hsJAwI46RRlH8vuKl6QTszT+zO8c7I0kQunY1ir8A6rYTUWPOety1J0dO+abTedVxSzbliG2ATJVSYMPN3Vobz7JcoqehHzrWx5HAqmn28VTxUV5PGSi3BGomJqoADzdugNHvS6RZWGsMvYrx7ecYW3bAUPudHRm5gp+yWH85umb4oZp+vTvxvkW8VlJ+2byS2Xa+6PYm66fZCiE7WO1bOTPSdCnwYKdIGAkU5kgJMPkAaCeZgIoHXq7gYa/NOkCO6FG8bmJP3ao2m7G/hfUmQxRVnGJcJHTgP1ruB4rbU+Gv4iTHmfhc6lO2P0w//aXwR"}, "embeddings": [0.06515897065401077, 0.08165230602025986, -0.10411985963582993, 0.011494919657707214, 0.037635743618011475, 0.0007202195702120662, 0.02381136454641819, 0.0034838682040572166, -0.02911505103111267, -0.07098130881786346, 0.040065743029117584, -0.004433871246874332, -0.028157107532024384, -0.07502378523349762, 0.029821500182151794, -0.045093756169080734, -0.09928543865680695, 0.02400234527885914, 0.0453975573182106, 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 1, "orig_elements": "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"}, "embeddings": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 1, "orig_elements": "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"}, "embeddings": [0.04131437838077545, 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 1, "orig_elements": 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 1, "orig_elements": 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 1, "orig_elements": 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 2, "orig_elements": "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"}, "embeddings": [0.03848652541637421, 0.07322842627763748, -0.039086371660232544, 0.014992752112448215, 0.0782385915517807, -0.026279285550117493, 0.07023986428976059, -0.0001279494317714125, 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 2, "orig_elements": "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"}, "embeddings": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 2, "orig_elements": "eJzdUslu20AM/RVCZ9uVFMlLbm2CAL30lFsaGJwZyh54FmEWK0bQfy9HdtGiAfoBvYnDp7eQfHmvyJAll/ZaVfdQbSUNfV+vZTPUO7HrN13fUlM3tRC9wnZTLaCylFBhQsa/V+VjH30Okkr9g/uDNuTQlrp6/LxsxuWk03Gp8mi0xETLEQ8UV6Maqhs6XcYZjeMVor37dGsbdIdc8Nx/qcgdqld+LQx7l62gwO/t/BJ+pxBdJ3f9bj2sm3rdiVZu7nYdKqG2TY2yEVWxmegtFfD33NZN9xzQRRm0IAVD8BYQEhqC5I0CceFy8MFSgER2NBhAO3iYDbBDtYDt/baDL4ZiJLUqxn9l+oYhcKIzPRc9Fv575L2QdV+LZtt1omOnqmk3DU8eVSu7+k78hyP/mkBHODk/OUhHTGCLHDAfoJiHDhOaE/cInlARTEe2DNLz6CmR4XVMBeyHAtEBYg7BZ6e0O8QFZGf0icD6mMAzIEQm8CxyAe/4Z3ZdFsnkgdDwqiMo/rIFyMsEQ3gm0AmiRB7yRzl6GylocpJW8EjWu6t3FbAE8tc4Cwb7fDiyNhUThZBTC5KY442M65na8d2A5xyaE17KvZ11SPkPSabkNRkY/UTz8fH+YfKBr5NJspuH+a/De/0JljVNBw=="}, "embeddings": [0.04131437838077545, 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Should the demon get the upper hand, the result is an unholy union known as an abomination. 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 2, "orig_elements": 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 2, "orig_elements": 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 3, "orig_elements": "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"}, "embeddings": [0.03848652541637421, 0.07322842627763748, -0.039086371660232544, 0.014992752112448215, 0.0782385915517807, -0.026279285550117493, 0.07023986428976059, -0.0001279494317714125, 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 3, "orig_elements": "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"}, "embeddings": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 0.055381521582603455, 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 3, "orig_elements": "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"}, "embeddings": [0.04131437838077545, 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Should the demon get the upper hand, the result is an unholy union known as an abomination. 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 3, "orig_elements": 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 3, "orig_elements": "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"}, "embeddings": [-0.08342055231332779, 0.052118003368377686, 0.00927137490361929, 0.00821769516915083, -0.01837557926774025, 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assets_dir = int_test_dir / "assets" + upload_file = assets_dir / FILENAME.with_suffix(".ndjson") + assert upload_file.exists() + assert upload_file.is_file() + return upload_file + + @pytest.fixture def temp_dir() -> Generator[Path, None, None]: with tempfile.TemporaryDirectory() as temp_dir: diff --git a/test/integration/connectors/databricks_tests/__init__.py b/test/integration/connectors/databricks/__init__.py similarity index 100% rename from test/integration/connectors/databricks_tests/__init__.py rename to test/integration/connectors/databricks/__init__.py diff --git a/test/integration/connectors/databricks_tests/test_volumes_native.py b/test/integration/connectors/databricks/test_volumes_native.py similarity index 64% rename from test/integration/connectors/databricks_tests/test_volumes_native.py rename to test/integration/connectors/databricks/test_volumes_native.py index fd29ec6b3..82e78c9e4 100644 --- a/test/integration/connectors/databricks_tests/test_volumes_native.py +++ b/test/integration/connectors/databricks/test_volumes_native.py @@ -1,18 +1,18 @@ import json import os -import tempfile import uuid from contextlib import contextmanager from dataclasses import dataclass from pathlib import Path +from unittest import mock import pytest from databricks.sdk import WorkspaceClient from databricks.sdk.errors.platform import NotFound from test.integration.connectors.utils.constants import DESTINATION_TAG, SOURCE_TAG -from test.integration.connectors.utils.validation import ( - ValidationConfigs, +from test.integration.connectors.utils.validation.source import ( + SourceValidationConfigs, source_connector_validation, ) from test.integration.utils import requires_env @@ -31,11 +31,15 @@ @dataclass -class EnvData: +class BaseEnvData: host: str + catalog: str + + +@dataclass +class BasicAuthEnvData(BaseEnvData): client_id: str client_secret: str - catalog: str def get_connection_config(self) -> DatabricksNativeVolumesConnectionConfig: return DatabricksNativeVolumesConnectionConfig( @@ -47,8 +51,21 @@ def get_connection_config(self) -> DatabricksNativeVolumesConnectionConfig: ) -def get_env_data() -> EnvData: - return EnvData( +@dataclass +class PATEnvData(BaseEnvData): + token: str + + def get_connection_config(self) -> DatabricksNativeVolumesConnectionConfig: + return DatabricksNativeVolumesConnectionConfig( + host=self.host, + access_config=DatabricksNativeVolumesAccessConfig( + token=self.token, + ), + ) + + +def get_basic_auth_env_data() -> BasicAuthEnvData: + return BasicAuthEnvData( host=os.environ["DATABRICKS_HOST"], client_id=os.environ["DATABRICKS_CLIENT_ID"], client_secret=os.environ["DATABRICKS_CLIENT_SECRET"], @@ -56,23 +73,30 @@ def get_env_data() -> EnvData: ) +def get_pat_env_data() -> PATEnvData: + return PATEnvData( + host=os.environ["DATABRICKS_HOST"], + catalog=os.environ["DATABRICKS_CATALOG"], + token=os.environ["DATABRICKS_PAT"], + ) + + @pytest.mark.asyncio @pytest.mark.tags(CONNECTOR_TYPE, SOURCE_TAG) @requires_env( "DATABRICKS_HOST", "DATABRICKS_CLIENT_ID", "DATABRICKS_CLIENT_SECRET", "DATABRICKS_CATALOG" ) -async def test_volumes_native_source(): - env_data = get_env_data() - indexer_config = DatabricksNativeVolumesIndexerConfig( - recursive=True, - volume="test-platform", - volume_path="databricks-volumes-test-input", - catalog=env_data.catalog, - ) - connection_config = env_data.get_connection_config() - with tempfile.TemporaryDirectory() as tempdir: - tempdir_path = Path(tempdir) - download_config = DatabricksNativeVolumesDownloaderConfig(download_dir=tempdir_path) +async def test_volumes_native_source(tmp_path: Path): + env_data = get_basic_auth_env_data() + with mock.patch.dict(os.environ, clear=True): + indexer_config = DatabricksNativeVolumesIndexerConfig( + recursive=True, + volume="test-platform", + volume_path="databricks-volumes-test-input", + catalog=env_data.catalog, + ) + connection_config = env_data.get_connection_config() + download_config = DatabricksNativeVolumesDownloaderConfig(download_dir=tmp_path) indexer = DatabricksNativeVolumesIndexer( connection_config=connection_config, index_config=indexer_config ) @@ -82,19 +106,51 @@ async def test_volumes_native_source(): await source_connector_validation( indexer=indexer, downloader=downloader, - configs=ValidationConfigs( + configs=SourceValidationConfigs( test_id="databricks_volumes_native", expected_num_files=1, ), ) +@pytest.mark.asyncio +@pytest.mark.tags(CONNECTOR_TYPE, SOURCE_TAG) +@requires_env("DATABRICKS_HOST", "DATABRICKS_PAT", "DATABRICKS_CATALOG") +async def test_volumes_native_source_pat(tmp_path: Path): + env_data = get_pat_env_data() + with mock.patch.dict(os.environ, clear=True): + indexer_config = DatabricksNativeVolumesIndexerConfig( + recursive=True, + volume="test-platform", + volume_path="databricks-volumes-test-input", + catalog=env_data.catalog, + ) + connection_config = env_data.get_connection_config() + download_config = DatabricksNativeVolumesDownloaderConfig(download_dir=tmp_path) + indexer = DatabricksNativeVolumesIndexer( + connection_config=connection_config, index_config=indexer_config + ) + downloader = DatabricksNativeVolumesDownloader( + connection_config=connection_config, download_config=download_config + ) + await source_connector_validation( + indexer=indexer, + downloader=downloader, + configs=SourceValidationConfigs( + test_id="databricks_volumes_native_pat", + expected_num_files=1, + ), + ) + + def _get_volume_path(catalog: str, volume: str, volume_path: str): return f"/Volumes/{catalog}/default/{volume}/{volume_path}" @contextmanager -def databricks_destination_context(env_data: EnvData, volume: str, volume_path) -> WorkspaceClient: +def databricks_destination_context( + env_data: BasicAuthEnvData, volume: str, volume_path +) -> WorkspaceClient: client = WorkspaceClient( host=env_data.host, client_id=env_data.client_id, client_secret=env_data.client_secret ) @@ -137,7 +193,7 @@ def validate_upload(client: WorkspaceClient, catalog: str, volume: str, volume_p "DATABRICKS_HOST", "DATABRICKS_CLIENT_ID", "DATABRICKS_CLIENT_SECRET", "DATABRICKS_CATALOG" ) async def test_volumes_native_destination(upload_file: Path): - env_data = get_env_data() + env_data = get_basic_auth_env_data() volume_path = f"databricks-volumes-test-output-{uuid.uuid4()}" file_data = FileData( source_identifiers=SourceIdentifiers(fullpath=upload_file.name, filename=upload_file.name), @@ -156,6 +212,7 @@ async def test_volumes_native_destination(upload_file: Path): catalog=env_data.catalog, ), ) + uploader.precheck() if uploader.is_async(): await uploader.run_async(path=upload_file, file_data=file_data) else: diff --git a/test/integration/connectors/duckdb/__init__.py b/test/integration/connectors/duckdb/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/test/integration/connectors/duckdb/assets/duckdb-schema.sql b/test/integration/connectors/duckdb/assets/duckdb-schema.sql new file mode 100644 index 000000000..25fa2d26e --- /dev/null +++ b/test/integration/connectors/duckdb/assets/duckdb-schema.sql @@ -0,0 +1,41 @@ +CREATE TABLE elements ( + id VARCHAR, + element_id VARCHAR, + text TEXT, + embeddings FLOAT[], + type VARCHAR, + system VARCHAR, + layout_width DECIMAL, + layout_height DECIMAL, + points TEXT, + url TEXT, + version VARCHAR, + date_created INTEGER, + date_modified INTEGER, + date_processed DOUBLE, + permissions_data TEXT, + record_locator TEXT, + category_depth INTEGER, + parent_id VARCHAR, + attached_filename VARCHAR, + filetype VARCHAR, + last_modified TIMESTAMP, + file_directory VARCHAR, + filename VARCHAR, + languages VARCHAR[], + page_number VARCHAR, + links TEXT, + page_name VARCHAR, + link_urls VARCHAR[], + link_texts VARCHAR[], + sent_from VARCHAR[], + sent_to VARCHAR[], + subject VARCHAR, + section VARCHAR, + header_footer_type VARCHAR, + emphasized_text_contents VARCHAR[], + emphasized_text_tags VARCHAR[], + text_as_html TEXT, + regex_metadata TEXT, + detection_class_prob DECIMAL +); \ No newline at end of file diff --git a/test/integration/connectors/duckdb/conftest.py b/test/integration/connectors/duckdb/conftest.py new file mode 100644 index 000000000..075fb43fa --- /dev/null +++ b/test/integration/connectors/duckdb/conftest.py @@ -0,0 +1,14 @@ +from pathlib import Path + +import pytest + +int_test_dir = Path(__file__).parent +assets_dir = int_test_dir / "assets" + + +@pytest.fixture +def duckdb_schema() -> Path: + schema_file = assets_dir / "duckdb-schema.sql" + assert schema_file.exists() + assert schema_file.is_file() + return schema_file diff --git a/test/integration/connectors/duckdb/test_duckdb.py b/test/integration/connectors/duckdb/test_duckdb.py new file mode 100644 index 000000000..a71743c87 --- /dev/null +++ b/test/integration/connectors/duckdb/test_duckdb.py @@ -0,0 +1,89 @@ +import json +from pathlib import Path + +import duckdb +import pytest +from _pytest.fixtures import TopRequest + +from test.integration.connectors.utils.constants import DESTINATION_TAG +from test.integration.connectors.utils.validation.destination import ( + StagerValidationConfigs, + stager_validation, +) +from unstructured_ingest.v2.interfaces.file_data import FileData, SourceIdentifiers +from unstructured_ingest.v2.processes.connectors.duckdb.duckdb import ( + CONNECTOR_TYPE, + DuckDBConnectionConfig, + DuckDBUploader, + DuckDBUploaderConfig, + DuckDBUploadStager, +) + + +@pytest.fixture +def provisioned_db_file(duckdb_schema: Path, temp_dir: Path) -> Path: + db_path = Path(temp_dir) / "temp_duck.db" + with duckdb.connect(database=db_path) as duckdb_connection: + with duckdb_schema.open("r") as f: + query = f.read() + duckdb_connection.execute(query) + duckdb_connection.close() + return db_path + + +def validate_duckdb_destination(db_path: Path, expected_num_elements: int): + conn = None + try: + conn = duckdb.connect(db_path) + _results = conn.sql("select count(*) from elements").fetchall() + _count = _results[0][0] + assert ( + _count == expected_num_elements + ), f"dest check failed: got {_count}, expected {expected_num_elements}" + conn.close() + finally: + if conn: + conn.close() + + +@pytest.mark.tags(CONNECTOR_TYPE, DESTINATION_TAG, "duckdb") +def test_duckdb_destination(upload_file: Path, provisioned_db_file: Path, temp_dir: Path): + file_data = FileData( + source_identifiers=SourceIdentifiers(fullpath=upload_file.name, filename=upload_file.name), + connector_type=CONNECTOR_TYPE, + identifier="mock-file-data", + ) + + stager = DuckDBUploadStager() + staged_path = stager.run( + elements_filepath=upload_file, + file_data=file_data, + output_dir=temp_dir, + output_filename=upload_file.name, + ) + + connection_config = DuckDBConnectionConfig(database=str(provisioned_db_file)) + upload_config = DuckDBUploaderConfig() + uploader = DuckDBUploader(connection_config=connection_config, upload_config=upload_config) + + uploader.run(path=staged_path, file_data=file_data) + + with staged_path.open() as f: + data = json.load(f) + validate_duckdb_destination(db_path=provisioned_db_file, expected_num_elements=len(data)) + + +@pytest.mark.parametrize("upload_file_str", ["upload_file_ndjson", "upload_file"]) +def test_duckdb_stager( + request: TopRequest, + upload_file_str: str, + tmp_path: Path, +): + upload_file: Path = request.getfixturevalue(upload_file_str) + stager = DuckDBUploadStager() + stager_validation( + configs=StagerValidationConfigs(test_id=CONNECTOR_TYPE, expected_count=22), + input_file=upload_file, + stager=stager, + tmp_dir=tmp_path, + ) diff --git a/test/integration/connectors/duckdb/test_motherduck.py b/test/integration/connectors/duckdb/test_motherduck.py new file mode 100644 index 000000000..a8d4b7865 --- /dev/null +++ b/test/integration/connectors/duckdb/test_motherduck.py @@ -0,0 +1,95 @@ +import os +import uuid +from pathlib import Path +from typing import Generator + +import duckdb +import pandas as pd +import pytest + +from test.integration.connectors.utils.constants import DESTINATION_TAG +from test.integration.utils import requires_env +from unstructured_ingest.v2.interfaces.file_data import FileData, SourceIdentifiers +from unstructured_ingest.v2.processes.connectors.duckdb.motherduck import ( + CONNECTOR_TYPE, + MotherDuckAccessConfig, + MotherDuckConnectionConfig, + MotherDuckUploader, + MotherDuckUploaderConfig, + MotherDuckUploadStager, +) + + +@pytest.fixture +def md_token() -> str: + motherduck_token = os.getenv("MOTHERDUCK_TOKEN", None) + assert motherduck_token + return motherduck_token + + +@pytest.fixture +def provisioned_db(md_token: str, duckdb_schema: Path) -> Generator[str, None, None]: + database_name = f"test_{str(uuid.uuid4()).replace('-', '_')}" + try: + with duckdb.connect(f"md:?motherduck_token={md_token}") as md_conn: + with duckdb_schema.open("r") as f: + query = f.read() + md_conn.execute(f"CREATE DATABASE {database_name}") + md_conn.execute(f"USE {database_name}") + md_conn.execute(query) + md_conn.close() + yield database_name + finally: + with duckdb.connect(f"md:?motherduck_token={md_token}") as md_conn: + md_conn.execute(f"DROP DATABASE {database_name}") + md_conn.close() + + +def validate_motherduck_destination(database: str, expected_num_elements: int, md_token: str): + conn = None + try: + conn = duckdb.connect(f"md:?motherduck_token={md_token}") + conn.execute(f"USE {database}") + _results = conn.sql("select count(*) from elements").fetchall() + _count = _results[0][0] + assert ( + _count == expected_num_elements + ), f"dest check failed: got {_count}, expected {expected_num_elements}" + conn.close() + finally: + if conn: + conn.close() + + +@pytest.mark.tags(CONNECTOR_TYPE, DESTINATION_TAG) +@requires_env("MOTHERDUCK_TOKEN") +def test_motherduck_destination( + md_token: str, upload_file: Path, provisioned_db: str, temp_dir: Path +): + file_data = FileData( + source_identifiers=SourceIdentifiers(fullpath=upload_file.name, filename=upload_file.name), + connector_type=CONNECTOR_TYPE, + identifier="mock-file-data", + ) + + stager = MotherDuckUploadStager() + staged_path = stager.run( + elements_filepath=upload_file, + file_data=file_data, + output_dir=temp_dir, + output_filename=upload_file.name, + ) + + access_config = MotherDuckAccessConfig(md_token=md_token) + connection_config = MotherDuckConnectionConfig( + database=provisioned_db, access_config=access_config + ) + upload_config = MotherDuckUploaderConfig() + uploader = MotherDuckUploader(connection_config=connection_config, upload_config=upload_config) + + uploader.run(path=staged_path, file_data=file_data) + + staged_df = pd.read_json(staged_path, orient="records", lines=True) + validate_motherduck_destination( + database=provisioned_db, expected_num_elements=len(staged_df), md_token=md_token + ) diff --git a/test/integration/connectors/elasticsearch/test_elasticsearch.py b/test/integration/connectors/elasticsearch/test_elasticsearch.py index 73e400f79..c22e4c829 100644 --- a/test/integration/connectors/elasticsearch/test_elasticsearch.py +++ b/test/integration/connectors/elasticsearch/test_elasticsearch.py @@ -5,16 +5,20 @@ from contextlib import contextmanager from pathlib import Path from typing import Generator - +from test.integration.connectors.utils.validation.destination import ( + StagerValidationConfigs, + stager_validation, +) import pandas as pd import pytest +from _pytest.fixtures import TopRequest from elasticsearch import Elasticsearch as ElasticsearchClient from elasticsearch.helpers import bulk from test.integration.connectors.utils.constants import DESTINATION_TAG, SOURCE_TAG from test.integration.connectors.utils.docker import HealthCheck, container_context -from test.integration.connectors.utils.validation import ( - ValidationConfigs, +from test.integration.connectors.utils.validation.source import ( + SourceValidationConfigs, source_connector_validation, ) from unstructured_ingest.error import DestinationConnectionError, SourceConnectionError @@ -194,7 +198,7 @@ async def test_elasticsearch_source(source_index: str, movies_dataframe: pd.Data await source_connector_validation( indexer=indexer, downloader=downloader, - configs=ValidationConfigs( + configs=SourceValidationConfigs( test_id=CONNECTOR_TYPE, expected_num_files=expected_num_files, expected_number_indexed_file_data=1, @@ -306,3 +310,21 @@ def test_elasticsearch_destination_precheck_fail_no_index(destination_index: str ) with pytest.raises(DestinationConnectionError): uploader.precheck() + + +@pytest.mark.parametrize("upload_file_str", ["upload_file_ndjson", "upload_file"]) +def test_elasticsearch_stager( + request: TopRequest, + upload_file_str: str, + tmp_path: Path, +): + upload_file: Path = request.getfixturevalue(upload_file_str) + stager = ElasticsearchUploadStager( + upload_stager_config=ElasticsearchUploadStagerConfig(index_name="mock_index") + ) + stager_validation( + configs=StagerValidationConfigs(test_id=CONNECTOR_TYPE, expected_count=22), + input_file=upload_file, + stager=stager, + tmp_dir=tmp_path, + ) diff --git a/test/integration/connectors/elasticsearch/test_opensearch.py b/test/integration/connectors/elasticsearch/test_opensearch.py index 556565c41..3f8cd6652 100644 --- a/test/integration/connectors/elasticsearch/test_opensearch.py +++ b/test/integration/connectors/elasticsearch/test_opensearch.py @@ -7,12 +7,17 @@ import pandas as pd import pytest +from _pytest.fixtures import TopRequest from opensearchpy import Document, Keyword, OpenSearch, Text from test.integration.connectors.utils.constants import DESTINATION_TAG, SOURCE_TAG from test.integration.connectors.utils.docker import HealthCheck, container_context -from test.integration.connectors.utils.validation import ( - ValidationConfigs, +from test.integration.connectors.utils.validation.destination import ( + StagerValidationConfigs, + stager_validation, +) +from test.integration.connectors.utils.validation.source import ( + SourceValidationConfigs, source_connector_validation, ) from unstructured_ingest.error import ( @@ -183,7 +188,7 @@ async def test_opensearch_source(source_index: str, movies_dataframe: pd.DataFra await source_connector_validation( indexer=indexer, downloader=downloader, - configs=ValidationConfigs( + configs=SourceValidationConfigs( test_id=CONNECTOR_TYPE, expected_num_files=expected_num_files, expected_number_indexed_file_data=1, @@ -300,3 +305,21 @@ def test_opensearch_destination_precheck_fail_no_index(destination_index: str): ) with pytest.raises(DestinationConnectionError): uploader.precheck() + + +@pytest.mark.parametrize("upload_file_str", ["upload_file_ndjson", "upload_file"]) +def test_opensearch_stager( + request: TopRequest, + upload_file_str: str, + tmp_path: Path, +): + upload_file: Path = request.getfixturevalue(upload_file_str) + stager = OpenSearchUploadStager( + upload_stager_config=OpenSearchUploadStagerConfig(index_name="mock_index") + ) + stager_validation( + configs=StagerValidationConfigs(test_id=CONNECTOR_TYPE, expected_count=22), + input_file=upload_file, + stager=stager, + tmp_dir=tmp_path, + ) diff --git a/test/integration/connectors/expected_results/astradb/directory_structure.json b/test/integration/connectors/expected_results/astradb/directory_structure.json new file mode 100644 index 000000000..7615379a2 --- /dev/null +++ b/test/integration/connectors/expected_results/astradb/directory_structure.json @@ -0,0 +1,9 @@ +{ + "directory_structure": [ + "25b75f1d-a2ea-4c97-b75f-1da2eadc97f7.csv", + "60297eea-73d7-4fca-a97e-ea73d7cfca62.csv", + "641d99e3-9941-4c18-9d99-e399414c183d.csv", + "762c0093-2277-4f3e-ac00-932277af3e0e.csv", + "ae40df94-0b3a-4f89-80df-940b3a6f8966.csv" + ] +} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/astradb/downloads/25b75f1d-a2ea-4c97-b75f-1da2eadc97f7.csv b/test/integration/connectors/expected_results/astradb/downloads/25b75f1d-a2ea-4c97-b75f-1da2eadc97f7.csv new file mode 100644 index 000000000..68bf65a3c --- /dev/null +++ b/test/integration/connectors/expected_results/astradb/downloads/25b75f1d-a2ea-4c97-b75f-1da2eadc97f7.csv @@ -0,0 +1,2 @@ +_id,title,reviewid,creationdate,criticname,originalscore,reviewstate,reviewtext +25b75f1d-a2ea-4c97-b75f-1da2eadc97f7,City Hunter: Shinjuku Private Eyes,2558908,2019-02-14,Matt Schley,2.5/5,rotten,The film's out-of-touch attempts at humor may find them hunting for the reason the franchise was so popular in the first place. diff --git a/test/integration/connectors/expected_results/astradb/downloads/60297eea-73d7-4fca-a97e-ea73d7cfca62.csv b/test/integration/connectors/expected_results/astradb/downloads/60297eea-73d7-4fca-a97e-ea73d7cfca62.csv new file mode 100644 index 000000000..d70683df7 --- /dev/null +++ b/test/integration/connectors/expected_results/astradb/downloads/60297eea-73d7-4fca-a97e-ea73d7cfca62.csv @@ -0,0 +1,2 @@ +_id,title,reviewid,creationdate,criticname,originalscore,reviewstate,reviewtext +60297eea-73d7-4fca-a97e-ea73d7cfca62,City Hunter: Shinjuku Private Eyes,2590987,2019-05-28,Reuben Baron,,fresh,"The choreography is so precise and lifelike at points one might wonder whether the movie was rotoscoped, but no live-action reference footage was used. The quality is due to the skill of the animators and Kodama's love for professional wrestling." diff --git a/test/integration/connectors/expected_results/astradb/downloads/641d99e3-9941-4c18-9d99-e399414c183d.csv b/test/integration/connectors/expected_results/astradb/downloads/641d99e3-9941-4c18-9d99-e399414c183d.csv new file mode 100644 index 000000000..e4aca36d2 --- /dev/null +++ b/test/integration/connectors/expected_results/astradb/downloads/641d99e3-9941-4c18-9d99-e399414c183d.csv @@ -0,0 +1,2 @@ +_id,title,reviewid,creationdate,criticname,originalscore,reviewstate,reviewtext +641d99e3-9941-4c18-9d99-e399414c183d,Beavers,1145982,2003-05-23,Ivan M. 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We had been tracking the maleficar for days, and finally had him cornered... or so we thought.\n\nAs we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.", + "record_id": "mock file data", + "metadata": { + "type": "CompositeElement", + "element_id": "2470d8dc42215b3d68413b55bf00fed2", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 1, + "orig_elements": 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "record_id": "mock file data", + "metadata": { + "type": "CompositeElement", + "element_id": "051b6f44a90f212ae370a76b7942db56", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 1, + "orig_elements": 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"\u2014Transcribed from a tale told by a former templar in Cumberland, 8:84 Blessed.\n\nIt is known that mages are able to walk the Fade while completely aware of their surroundings, unlike most others who may only enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "record_id": "mock file data", + "metadata": { + "type": "CompositeElement", + "element_id": "030c11394b735aa6be9b799cb845c994", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 1, + "orig_elements": 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"Regardless of the reason, a demon always attempts to possess a mage when it encounters one\u2014by force or by making some kind of deal depending on the strength of the mage. Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "record_id": "mock file data", + "metadata": { + "type": "CompositeElement", + "element_id": "2f92acb96359c958081ebfe75b65418c", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 1, + "orig_elements": 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "record_id": "mock file data", + "metadata": { + "type": "CompositeElement", + "element_id": "b38df0c4fe99c4e929a91ffe179f39d8", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 1, + "orig_elements": 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"content": "Arcane Horror\n\n\"Upon ascending to the second floor of the tower, we were greeted by a gruesome sight: a ragged collection of bones wearing the robes of one of the senior enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", + "record_id": "mock file data", + "metadata": { + "type": "CompositeElement", + "element_id": "17d95063f79ee541af296d142b36e35f", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 1, + "orig_elements": 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", + "record_id": "mock file data", + "metadata": { + "type": "CompositeElement", + "element_id": "153cdf628c31647e2aac3eb0f2648c5d", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 2, + "orig_elements": "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" + } + } + }, + { + "$vector": [ + 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "record_id": "mock file data", + "metadata": { + "type": "CompositeElement", + "element_id": "79597970c982b68b3d6a4c9c79d413ea", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 2, + "orig_elements": 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"\u2014Transcribed from a tale told by a former templar in Cumberland, 8:84 Blessed.\n\nIt is known that mages are able to walk the Fade while completely aware of their surroundings, unlike most others who may only enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "record_id": "mock file data", + "metadata": { + "type": "CompositeElement", + "element_id": "6cc716cd468cc285ecb48327614da993", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 2, + "orig_elements": 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"Regardless of the reason, a demon always attempts to possess a mage when it encounters one\u2014by force or by making some kind of deal depending on the strength of the mage. Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "record_id": "mock file data", + "metadata": { + "type": "CompositeElement", + "element_id": "6d12fa16920132ebdea2a8599fbd8ec7", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 2, + "orig_elements": 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "record_id": "mock file data", + "metadata": { + "type": "CompositeElement", + "element_id": "36a1cde45e3fe46d4ab6bd0f27f0fa85", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 2, + "orig_elements": 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"content": "Arcane Horror\n\n\"Upon ascending to the second floor of the tower, we were greeted by a gruesome sight: a ragged collection of bones wearing the robes of one of the senior enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", + "record_id": "mock file data", + "metadata": { + "type": "CompositeElement", + "element_id": "9898e8da83933fafa47600450eca67f1", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 2, + "orig_elements": 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", + "record_id": "mock file data", + "metadata": { + "type": "CompositeElement", + "element_id": "af74b2e5414979a734e3765deb30cb33", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 3, + "orig_elements": "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" + } + } + }, + { + "$vector": [ + 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "record_id": "mock file data", + "metadata": { + "type": "CompositeElement", + "element_id": "e618dc60a6ff98b4192cfee285a87d8d", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 3, + "orig_elements": 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by a former templar in Cumberland, 8:84 Blessed.\n\nIt is known that mages are able to walk the Fade while completely aware of their surroundings, unlike most others who may only enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "record_id": "mock file data", + "metadata": { + "type": "CompositeElement", + "element_id": "74e259b2a9595cdd2976e6f475433315", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 3, + "orig_elements": 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"Regardless of the reason, a demon always attempts to possess a mage when it encounters one\u2014by force or by making some kind of deal depending on the strength of the mage. Should the demon get the upper hand, the result is an unholy union known as an abomination. 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "record_id": "mock file data", + "metadata": { + "type": "CompositeElement", + "element_id": "c606b16486eabb5d7612a973aafa6f44", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 3, + "orig_elements": 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floor of the tower, we were greeted by a gruesome sight: a ragged collection of bones wearing the robes of one of the senior enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", + "record_id": "mock file data", + "metadata": { + "type": "CompositeElement", + "element_id": "3e7327ee201e84f3061474204708d8f7", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 3, + "orig_elements": 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We had been tracking the maleficar for days, and finally had him cornered... or so we thought.\n\nAs we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "record_id": "mock file data", "metadata": {"type": "CompositeElement", "element_id": "051b6f44a90f212ae370a76b7942db56", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 1, "orig_elements": 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "record_id": "mock file data", "metadata": {"type": "CompositeElement", "element_id": "030c11394b735aa6be9b799cb845c994", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 1, "orig_elements": 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", "record_id": "mock file data", "metadata": {"type": "CompositeElement", "element_id": "2f92acb96359c958081ebfe75b65418c", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 1, "orig_elements": 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "record_id": "mock file data", "metadata": {"type": "CompositeElement", "element_id": "b38df0c4fe99c4e929a91ffe179f39d8", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 1, "orig_elements": 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "record_id": "mock file data", "metadata": {"type": "CompositeElement", "element_id": "17d95063f79ee541af296d142b36e35f", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 1, "orig_elements": 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", "record_id": "mock file data", "metadata": {"type": "CompositeElement", "element_id": "153cdf628c31647e2aac3eb0f2648c5d", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 2, "orig_elements": "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"}}} +{"$vector": [-0.03250373527407646, 0.11405647546052933, 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "record_id": "mock file data", "metadata": {"type": "CompositeElement", "element_id": "79597970c982b68b3d6a4c9c79d413ea", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 2, "orig_elements": 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "record_id": "mock file data", "metadata": {"type": "CompositeElement", "element_id": "6cc716cd468cc285ecb48327614da993", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 2, "orig_elements": 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Should the demon get the upper hand, the result is an unholy union known as an abomination. 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "record_id": "mock file data", "metadata": {"type": "CompositeElement", "element_id": "9898e8da83933fafa47600450eca67f1", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 2, "orig_elements": 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", "record_id": "mock file data", "metadata": {"type": "CompositeElement", "element_id": "af74b2e5414979a734e3765deb30cb33", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 3, "orig_elements": "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"}}} +{"$vector": [-0.03250373527407646, 0.11405647546052933, 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "record_id": "mock file data", "metadata": {"type": "CompositeElement", "element_id": "e618dc60a6ff98b4192cfee285a87d8d", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 3, "orig_elements": 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "record_id": "mock file data", "metadata": {"type": "CompositeElement", "element_id": "74e259b2a9595cdd2976e6f475433315", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 3, "orig_elements": 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Should the demon get the upper hand, the result is an unholy union known as an abomination. 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", "record_id": "mock file data", "metadata": {"type": "CompositeElement", "element_id": "3e7327ee201e84f3061474204708d8f7", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 3, "orig_elements": "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"}}} diff --git a/test/integration/connectors/expected_results/azure_ai_search/stager/DA-1p-with-duplicate-pages.pdf.json b/test/integration/connectors/expected_results/azure_ai_search/stager/DA-1p-with-duplicate-pages.pdf.json new file mode 100644 index 000000000..24745e471 --- /dev/null +++ b/test/integration/connectors/expected_results/azure_ai_search/stager/DA-1p-with-duplicate-pages.pdf.json @@ -0,0 +1,8849 @@ +[ + { + "type": "CompositeElement", + "element_id": "2470d8dc42215b3d68413b55bf00fed2", + "text": "MAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.\n\nAs we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": "1", + "orig_elements": 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": "1", + "orig_elements": "eJxFUstu2zAQ/JUFz7Ir25Ett6cCvfTQngL0kAbGmlxKhPkQ+LDqBvn3LuWkuQjk7OxyZrRPL4IsOfL5ZJT4DGIv6bztdN/uj3LTbuX2IHuGeq12Su/2WjQgHGVUmJH5L6IeTimUKKneX7mujSWPrt7Ft6+rzbSaTR5XqkzWSMy0mnCgtJ7UMq2y821a2DjdKSb4T29li34olc/1J0F+EM+M1gknX9yZIuObBYkfLiS1HfHnod9JfDj06nCkrt0djl3XHWS7FVVmpj+5kn8RpDGUTAqmiDeKCXKAPBL8wAtFQK9AkbYkK2UeMYPDwUiYCWQoVjVwLhkwVUCHMoy5WdplJMwlvoMwYlQU1/AdEs7gbtztIipKoNHaOiV6fuF8W7q1RWf8AOlygxB5WEnjvaroHE1awyOzXPApx1DS/9casCFcaicrMhqQ+cxicaxkJoxLiS14sOZCfMyzSdVaKiZD0Pyi8Q2kKeSKOloSGLiP1a2B4xpRsSf+4wq4YwnLpIZ9sQRr/pL6sjjglO5cxyYXDkwoOZzBXMnDaFwiqyFcOeS3xO9S+ZJKvDILeLHYR8Ji8/q3qAvxvis/MUbelCs91v/4+vwPVjvyCA==" + }, + "embeddings": [ + -0.03250373527407646, + 0.11405647546052933, + 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": "1", + "orig_elements": "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" + }, + "embeddings": [ 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": "1", + "orig_elements": 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": "1", + "orig_elements": 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], + "id": "9ccf12da-8f80-50b0-a374-6558d14ec4ae", + "record_id": "mock file data" + }, + { + "type": "CompositeElement", + "element_id": "17d95063f79ee541af296d142b36e35f", + "text": "Arcane Horror\n\n\"Upon ascending to the second floor of the tower, we were greeted by a gruesome sight: a ragged collection of bones wearing the robes of one of the senior enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": "1", + "orig_elements": 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": "2", + "orig_elements": "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" + }, + "embeddings": [ + 0.03848652541637421, + 0.07322842627763748, + -0.039086371660232544, + 0.014992752112448215, + 0.0782385915517807, + -0.026279285550117493, + 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": "2", + "orig_elements": "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" + }, + "embeddings": [ + -0.03250373527407646, + 0.11405647546052933, + 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": "2", + "orig_elements": "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" + }, + "embeddings": [ 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": "2", + "orig_elements": 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": "2", + "orig_elements": 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], + "id": "1c9cf6c1-b6c9-5b4c-b678-9b7d516355c3", + "record_id": "mock file data" + }, + { + "type": "CompositeElement", + "element_id": "9898e8da83933fafa47600450eca67f1", + "text": "Arcane Horror\n\n\"Upon ascending to the second floor of the tower, we were greeted by a gruesome sight: a ragged collection of bones wearing the robes of one of the senior enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": "2", + "orig_elements": 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": "3", + "orig_elements": "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" + }, + "embeddings": [ + 0.03848652541637421, + 0.07322842627763748, + -0.039086371660232544, + 0.014992752112448215, + 0.0782385915517807, + -0.026279285550117493, + 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": "3", + "orig_elements": "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" + }, + "embeddings": [ + -0.03250373527407646, + 0.11405647546052933, + 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": "3", + "orig_elements": "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" + }, + "embeddings": [ + 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": "3", + "orig_elements": 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": "3", + "orig_elements": 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": "3", + "orig_elements": "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" + }, + "embeddings": [ + -0.08342055231332779, + 0.052118003368377686, + 0.00927137490361929, + 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We had been tracking the maleficar for days, and finally had him cornered... or so we thought.\n\nAs we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": "1", "orig_elements": 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": "1", "orig_elements": "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"}, "embeddings": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": "1", "orig_elements": "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"}, "embeddings": [0.04131437838077545, 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": "1", "orig_elements": 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": "1", "orig_elements": 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": "1", "orig_elements": 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": "2", "orig_elements": "eJzdUstu3DAM/BVC592t7fU+3FuKnHMK0EMQLCiJtoXYkqBHnDTov5fyJgjaQz8gF2FIDihyhg9vgiaayaaL0eI7iBNK7A5928qqrxp96rCT6kx9X8tjw4HYgJgpocaEzH8TBVyiy0FRiX9zvTcTWZxLLG5vtrXfLiaNW539ZBQm2nocKO687sU7O736lY3+SjHOfnsvT2iHXPhcfxBkB/HI2dLhYvMsKXC+WTPhcwvZtqo7dMf+WFfHVjbqtO9a1FKf6wpVLUUZM9FLKuSbCAsBfx0cqpH0BhBGNxM4C2kkID0w7lec3GKBXvzkdCFGstrYASKPbROFWHiLcxrQauhNTNtofpEGNWb7tFaDUwyY7YBFg4Cc38FPghE1yJxgdsWOyF9BoCG47EFS7wJxP34CGssN++DmdaL49Lq5ApetXr/QFFPIqqgIS+DFmG9s2cpocjnChHkYedzPLorK+B9bPptpYoF3Rf8Pa+4wBDbmme6LbKzfv5dDVdPVp2rfVE2t9lJX8lx3+6Y5yrM8nK9mfrHLuR8p0AY8hXI3gMn5qxW+OPW3mHwCaFNgs2IqB1JKcxEZfrDpHCwYYcwzWrAOJmcHCv8z4PEPOP87xQ=="}, "embeddings": [0.03848652541637421, 0.07322842627763748, -0.039086371660232544, 0.014992752112448215, 0.0782385915517807, -0.026279285550117493, 0.07023986428976059, -0.0001279494317714125, 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": "2", "orig_elements": "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"}, "embeddings": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": "2", "orig_elements": "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"}, "embeddings": [0.04131437838077545, 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": "2", "orig_elements": 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": "2", "orig_elements": 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": "2", "orig_elements": 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": "3", "orig_elements": "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"}, "embeddings": [0.03848652541637421, 0.07322842627763748, -0.039086371660232544, 0.014992752112448215, 0.0782385915517807, -0.026279285550117493, 0.07023986428976059, -0.0001279494317714125, 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": "3", "orig_elements": "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"}, "embeddings": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": "3", "orig_elements": "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"}, "embeddings": [0.04131437838077545, 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": "3", "orig_elements": 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": "3", "orig_elements": 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": "3", "orig_elements": "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"}, "embeddings": [-0.08342055231332779, 0.052118003368377686, 0.00927137490361929, 0.00821769516915083, 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We had been tracking the maleficar for days, and finally had him cornered... or so we thought.\n\nAs we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.", + "metadata": { + "type": "CompositeElement", + "element_id": "2470d8dc42215b3d68413b55bf00fed2", + "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", + "metadata-filetype": "application/json", + "metadata-languages-0": "eng", + "metadata-page_number": 1, + "metadata-orig_elements": 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "metadata": { + "type": "CompositeElement", + "element_id": "051b6f44a90f212ae370a76b7942db56", + "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", + "metadata-filetype": "application/json", + "metadata-languages-0": "eng", + "metadata-page_number": 1, + "metadata-orig_elements": 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "metadata": { + "type": "CompositeElement", + "element_id": "030c11394b735aa6be9b799cb845c994", + "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", + "metadata-filetype": "application/json", + "metadata-languages-0": "eng", + "metadata-page_number": 1, + "metadata-orig_elements": 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Should the demon get the upper hand, the result is an unholy union known as an abomination. 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "metadata": { + "type": "CompositeElement", + "element_id": "b38df0c4fe99c4e929a91ffe179f39d8", + "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", + "metadata-filetype": "application/json", + "metadata-languages-0": "eng", + "metadata-page_number": 1, + "metadata-orig_elements": 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", + "metadata": { + "type": "CompositeElement", + "element_id": "17d95063f79ee541af296d142b36e35f", + "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", + "metadata-filetype": "application/json", + "metadata-languages-0": "eng", + "metadata-page_number": 1, + "metadata-orig_elements": 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", + "metadata": { + "type": "CompositeElement", + "element_id": "153cdf628c31647e2aac3eb0f2648c5d", + "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", + "metadata-filetype": "application/json", + "metadata-languages-0": "eng", + "metadata-page_number": 2, + "metadata-orig_elements": "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" + } + }, + { + "id": 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "metadata": { + "type": "CompositeElement", + "element_id": "79597970c982b68b3d6a4c9c79d413ea", + "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", + "metadata-filetype": "application/json", + "metadata-languages-0": "eng", + "metadata-page_number": 2, + "metadata-orig_elements": 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "metadata": { + "type": "CompositeElement", + "element_id": "6cc716cd468cc285ecb48327614da993", + "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", + "metadata-filetype": "application/json", + "metadata-languages-0": "eng", + "metadata-page_number": 2, + "metadata-orig_elements": 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "metadata": { + "type": "CompositeElement", + "element_id": "6d12fa16920132ebdea2a8599fbd8ec7", + "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", + "metadata-filetype": "application/json", + "metadata-languages-0": "eng", + "metadata-page_number": 2, + "metadata-orig_elements": 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "metadata": { + "type": "CompositeElement", + "element_id": "36a1cde45e3fe46d4ab6bd0f27f0fa85", + "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", + "metadata-filetype": "application/json", + "metadata-languages-0": "eng", + "metadata-page_number": 2, + "metadata-orig_elements": 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", + "metadata": { + "type": "CompositeElement", + "element_id": "9898e8da83933fafa47600450eca67f1", + "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", + "metadata-filetype": "application/json", + "metadata-languages-0": "eng", + "metadata-page_number": 2, + "metadata-orig_elements": 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", + "metadata": { + "type": "CompositeElement", + "element_id": "af74b2e5414979a734e3765deb30cb33", + "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", + "metadata-filetype": "application/json", + "metadata-languages-0": "eng", + "metadata-page_number": 3, + "metadata-orig_elements": "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" + } + }, + { + "id": 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "metadata": { + "type": "CompositeElement", + "element_id": "e618dc60a6ff98b4192cfee285a87d8d", + "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", + "metadata-filetype": "application/json", + "metadata-languages-0": "eng", + "metadata-page_number": 3, + "metadata-orig_elements": 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], + "document": "\u2014Transcribed from a tale told by a former templar in Cumberland, 8:84 Blessed.\n\nIt is known that mages are able to walk the Fade while completely aware of their surroundings, unlike most others who may only enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "metadata": { + "type": "CompositeElement", + "element_id": "74e259b2a9595cdd2976e6f475433315", + "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", + "metadata-filetype": "application/json", + "metadata-languages-0": "eng", + "metadata-page_number": 3, + "metadata-orig_elements": 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "metadata": { + "type": "CompositeElement", + "element_id": "4caf625fc52f907e0524a9ebf8968844", + "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", + "metadata-filetype": "application/json", + "metadata-languages-0": "eng", + "metadata-page_number": 3, + "metadata-orig_elements": 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "metadata": { + "type": "CompositeElement", + "element_id": "c606b16486eabb5d7612a973aafa6f44", + "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", + "metadata-filetype": "application/json", + "metadata-languages-0": "eng", + "metadata-page_number": 3, + "metadata-orig_elements": 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"Arcane Horror\n\n\"Upon ascending to the second floor of the tower, we were greeted by a gruesome sight: a ragged collection of bones wearing the robes of one of the senior enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", + "metadata": { + "type": "CompositeElement", + "element_id": "3e7327ee201e84f3061474204708d8f7", + "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", + "metadata-filetype": "application/json", + "metadata-languages-0": "eng", + "metadata-page_number": 3, + "metadata-orig_elements": 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We had been tracking the maleficar for days, and finally had him cornered... or so we thought.\n\nAs we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.", "metadata": {"type": "CompositeElement", "element_id": "2470d8dc42215b3d68413b55bf00fed2", "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", "metadata-filetype": "application/json", "metadata-languages-0": "eng", "metadata-page_number": 1, "metadata-orig_elements": 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "metadata": {"type": "CompositeElement", "element_id": "051b6f44a90f212ae370a76b7942db56", "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", "metadata-filetype": "application/json", "metadata-languages-0": "eng", "metadata-page_number": 1, "metadata-orig_elements": 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "metadata": {"type": "CompositeElement", "element_id": "030c11394b735aa6be9b799cb845c994", "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", "metadata-filetype": "application/json", "metadata-languages-0": "eng", "metadata-page_number": 1, "metadata-orig_elements": 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "metadata": {"type": "CompositeElement", "element_id": "b38df0c4fe99c4e929a91ffe179f39d8", "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", "metadata-filetype": "application/json", "metadata-languages-0": "eng", "metadata-page_number": 1, "metadata-orig_elements": 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "metadata": {"type": "CompositeElement", "element_id": "17d95063f79ee541af296d142b36e35f", "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", "metadata-filetype": "application/json", "metadata-languages-0": "eng", "metadata-page_number": 1, "metadata-orig_elements": 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", "metadata": {"type": "CompositeElement", "element_id": "153cdf628c31647e2aac3eb0f2648c5d", "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", "metadata-filetype": "application/json", "metadata-languages-0": "eng", "metadata-page_number": 2, "metadata-orig_elements": "eJzdUstu3DAM/BVC592t7fU+3FuKnHMK0EMQLCiJtoXYkqBHnDTov5fyJgjaQz8gF2FIDihyhg9vgiaayaaL0eI7iBNK7A5928qqrxp96rCT6kx9X8tjw4HYgJgpocaEzH8TBVyiy0FRiX9zvTcTWZxLLG5vtrXfLiaNW539ZBQm2nocKO687sU7O736lY3+SjHOfnsvT2iHXPhcfxBkB/HI2dLhYvMsKXC+WTPhcwvZtqo7dMf+WFfHVjbqtO9a1FKf6wpVLUUZM9FLKuSbCAsBfx0cqpH0BhBGNxM4C2kkID0w7lec3GKBXvzkdCFGstrYASKPbROFWHiLcxrQauhNTNtofpEGNWb7tFaDUwyY7YBFg4Cc38FPghE1yJxgdsWOyF9BoCG47EFS7wJxP34CGssN++DmdaL49Lq5ApetXr/QFFPIqqgIS+DFmG9s2cpocjnChHkYedzPLorK+B9bPptpYoF3Rf8Pa+4wBDbmme6LbKzfv5dDVdPVp2rfVE2t9lJX8lx3+6Y5yrM8nK9mfrHLuR8p0AY8hXI3gMn5qxW+OPW3mHwCaFNgs2IqB1JKcxEZfrDpHCwYYcwzWrAOJmcHCv8z4PEPOP87xQ=="}} +{"id": "1175c598-7149-57cd-9067-ef9cd3b3b66e", "embedding": 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "metadata": {"type": "CompositeElement", "element_id": "79597970c982b68b3d6a4c9c79d413ea", "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", "metadata-filetype": "application/json", "metadata-languages-0": "eng", "metadata-page_number": 2, "metadata-orig_elements": 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "metadata": {"type": "CompositeElement", "element_id": "6cc716cd468cc285ecb48327614da993", "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", "metadata-filetype": "application/json", "metadata-languages-0": "eng", "metadata-page_number": 2, "metadata-orig_elements": 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Should the demon get the upper hand, the result is an unholy union known as an abomination. 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "metadata": {"type": "CompositeElement", "element_id": "36a1cde45e3fe46d4ab6bd0f27f0fa85", "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", "metadata-filetype": "application/json", "metadata-languages-0": "eng", "metadata-page_number": 2, "metadata-orig_elements": 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "metadata": {"type": "CompositeElement", "element_id": "9898e8da83933fafa47600450eca67f1", "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", "metadata-filetype": "application/json", "metadata-languages-0": "eng", "metadata-page_number": 2, "metadata-orig_elements": 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "metadata": {"type": "CompositeElement", "element_id": "e618dc60a6ff98b4192cfee285a87d8d", "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", "metadata-filetype": "application/json", "metadata-languages-0": "eng", "metadata-page_number": 3, "metadata-orig_elements": 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "metadata": {"type": "CompositeElement", "element_id": "74e259b2a9595cdd2976e6f475433315", "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", "metadata-filetype": "application/json", "metadata-languages-0": "eng", "metadata-page_number": 3, "metadata-orig_elements": 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", "metadata": {"type": "CompositeElement", "element_id": "4caf625fc52f907e0524a9ebf8968844", "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", "metadata-filetype": "application/json", "metadata-languages-0": "eng", "metadata-page_number": 3, "metadata-orig_elements": 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", "metadata": {"type": "CompositeElement", "element_id": "3e7327ee201e84f3061474204708d8f7", "metadata-filename": "DA-1p-with-duplicate-pages.pdf.json", "metadata-filetype": "application/json", "metadata-languages-0": "eng", "metadata-page_number": 3, "metadata-orig_elements": "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"}} diff --git a/test/integration/connectors/expected_results/confluence/downloads/MFS/1540126.html b/test/integration/connectors/expected_results/confluence/downloads/MFS/1540126.html index 2282f6384..eb448a489 100644 --- a/test/integration/connectors/expected_results/confluence/downloads/MFS/1540126.html +++ b/test/integration/connectors/expected_results/confluence/downloads/MFS/1540126.html @@ -1,4 +1,4 @@ -

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diff --git a/test/integration/connectors/expected_results/confluence/downloads/testteamsp/1605859.html b/test/integration/connectors/expected_results/confluence/downloads/testteamsp/1605859.html index 2e2927060..2ca9458fd 100644 --- a/test/integration/connectors/expected_results/confluence/downloads/testteamsp/1605859.html +++ b/test/integration/connectors/expected_results/confluence/downloads/testteamsp/1605859.html @@ -1,24 +1,24 @@ -
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What is your team all about?

Mission and vision

What is your team's mission? What is your vision?

Meet the team

Add team members to your space.

-

Team member

Role

Responsibility

+

Team member

Role

Responsibility

-

Team member

Role

Responsibility

+

Team member

Role

Responsibility

-

Team member

Role

Responsibility

+

Team member

Role

Responsibility

@@ -30,11 +30,11 @@

Welcome to your team space!

-

Contact us

How can someone reach out to your team?

+

Contact us

How can someone reach out to your team?

-

Important Pages

List them here

+

Important Pages

List them here

@@ -46,25 +46,25 @@

Important Pages

-

Onboarding FAQs

Add resources for new hires

+

Onboarding FAQs

Add resources for new hires

-

Meeting notes

Add links to meeting notes

+

Meeting notes

Add links to meeting notes

-

Team goals

List them here

+

Team goals

List them here

-

Team news

Create a blog post to share team news. It will automatically appear here once it's published.

+

Team news

Create a blog post to share team news. It will automatically appear here once it's published.

-
+

Blog stream

Create a blog post to share news and announcements with your team and company.

diff --git a/test/integration/connectors/expected_results/confluence/downloads/testteamsp/1605989.html b/test/integration/connectors/expected_results/confluence/downloads/testteamsp/1605989.html index c6c38afc2..a50604d17 100644 --- a/test/integration/connectors/expected_results/confluence/downloads/testteamsp/1605989.html +++ b/test/integration/connectors/expected_results/confluence/downloads/testteamsp/1605989.html @@ -1 +1 @@ -

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\ No newline at end of file diff --git a/test/integration/connectors/expected_results/confluence/downloads/testteamsp/1802252.html b/test/integration/connectors/expected_results/confluence/downloads/testteamsp/1802252.html index 44cf53666..a84b079b8 100644 --- a/test/integration/connectors/expected_results/confluence/downloads/testteamsp/1802252.html +++ b/test/integration/connectors/expected_results/confluence/downloads/testteamsp/1802252.html @@ -1 +1 @@ -

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\ No newline at end of file diff --git a/test/integration/connectors/expected_results/confluence/file_data/1540126.json b/test/integration/connectors/expected_results/confluence/file_data/1540126.json index e5ebb7ca4..4c64c466e 100644 --- a/test/integration/connectors/expected_results/confluence/file_data/1540126.json +++ b/test/integration/connectors/expected_results/confluence/file_data/1540126.json @@ -6,7 +6,6 @@ "fullpath": "MFS/1540126.html", "rel_path": "MFS/1540126.html" }, - "doc_type": "file", "metadata": { "url": "https://unstructured-ingest-test.atlassian.net/pages/1540126", "version": "1", @@ -16,7 +15,7 @@ }, "date_created": "2023-07-09T12:55:50.911Z", "date_modified": "2023-07-09T12:56:10.564Z", - "date_processed": "1730944047.443586", + "date_processed": "1734444194.981228", "permissions_data": null, "filesize_bytes": null }, @@ -25,6 +24,6 @@ "document_id": "1540126" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmphgt576pl/MFS/1540126.html", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp1twncsjk/MFS/1540126.html", "display_name": "Template - Project plan" } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/confluence/file_data/1605859.json b/test/integration/connectors/expected_results/confluence/file_data/1605859.json index e74fc5d3e..a0fde8a7e 100644 --- a/test/integration/connectors/expected_results/confluence/file_data/1605859.json +++ b/test/integration/connectors/expected_results/confluence/file_data/1605859.json @@ -6,7 +6,6 @@ "fullpath": "testteamsp/1605859.html", "rel_path": "testteamsp/1605859.html" }, - "doc_type": "file", "metadata": { "url": "https://unstructured-ingest-test.atlassian.net/pages/1605859", "version": "2", @@ -16,7 +15,7 @@ }, "date_created": "2023-07-09T12:54:40.304Z", "date_modified": "2023-07-13T14:13:27.275Z", - "date_processed": "1730944045.471103", + "date_processed": "1734444192.9658291", "permissions_data": null, "filesize_bytes": null }, @@ -25,6 +24,6 @@ "document_id": "1605859" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmphgt576pl/testteamsp/1605859.html", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp1twncsjk/testteamsp/1605859.html", "display_name": "test-teamspace" } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/confluence/file_data/1605928.json b/test/integration/connectors/expected_results/confluence/file_data/1605928.json index 2337e6be2..ade2085f9 100644 --- a/test/integration/connectors/expected_results/confluence/file_data/1605928.json +++ b/test/integration/connectors/expected_results/confluence/file_data/1605928.json @@ -6,7 +6,6 @@ "fullpath": "MFS/1605928.html", "rel_path": "MFS/1605928.html" }, - "doc_type": "file", "metadata": { "url": "https://unstructured-ingest-test.atlassian.net/pages/1605928", "version": "1", @@ -16,7 +15,7 @@ }, "date_created": "2023-07-09T12:54:45.162Z", "date_modified": "2023-07-09T12:54:45.162Z", - "date_processed": "1730944047.668461", + "date_processed": "1734444195.189387", "permissions_data": null, "filesize_bytes": null }, @@ -25,6 +24,6 @@ "document_id": "1605928" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmphgt576pl/MFS/1605928.html", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp1twncsjk/MFS/1605928.html", "display_name": "Template - Meeting notes" } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/confluence/file_data/1605942.json b/test/integration/connectors/expected_results/confluence/file_data/1605942.json index 109fcf3a9..babccdc30 100644 --- a/test/integration/connectors/expected_results/confluence/file_data/1605942.json +++ b/test/integration/connectors/expected_results/confluence/file_data/1605942.json @@ -6,7 +6,6 @@ "fullpath": "MFS/1605942.html", "rel_path": "MFS/1605942.html" }, - "doc_type": "file", "metadata": { "url": "https://unstructured-ingest-test.atlassian.net/pages/1605942", "version": "1", @@ -16,7 +15,7 @@ }, "date_created": "2023-07-09T12:54:45.226Z", "date_modified": "2023-07-09T12:54:45.226Z", - "date_processed": "1730944047.8476732", + "date_processed": "1734444195.374103", "permissions_data": null, "filesize_bytes": null }, @@ -25,6 +24,6 @@ "document_id": "1605942" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmphgt576pl/MFS/1605942.html", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp1twncsjk/MFS/1605942.html", "display_name": "Template - Weekly status report" } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/confluence/file_data/1605956.json b/test/integration/connectors/expected_results/confluence/file_data/1605956.json index f5dcab50f..c79a6bff6 100644 --- a/test/integration/connectors/expected_results/confluence/file_data/1605956.json +++ b/test/integration/connectors/expected_results/confluence/file_data/1605956.json @@ -6,7 +6,6 @@ "fullpath": "MFS/1605956.html", "rel_path": "MFS/1605956.html" }, - "doc_type": "file", "metadata": { "url": "https://unstructured-ingest-test.atlassian.net/pages/1605956", "version": "1", @@ -16,7 +15,7 @@ }, "date_created": "2023-07-09T12:54:45.288Z", "date_modified": "2023-07-09T12:54:45.288Z", - "date_processed": "1730944048.0752552", + "date_processed": "1734444195.620225", "permissions_data": null, "filesize_bytes": null }, @@ -25,6 +24,6 @@ "document_id": "1605956" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmphgt576pl/MFS/1605956.html", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp1twncsjk/MFS/1605956.html", "display_name": "Get the most out of your team space" } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/confluence/file_data/1605989.json b/test/integration/connectors/expected_results/confluence/file_data/1605989.json index 7a339e24e..2fa05fa71 100644 --- a/test/integration/connectors/expected_results/confluence/file_data/1605989.json +++ b/test/integration/connectors/expected_results/confluence/file_data/1605989.json @@ -6,7 +6,6 @@ "fullpath": "testteamsp/1605989.html", "rel_path": "testteamsp/1605989.html" }, - "doc_type": "file", "metadata": { "url": "https://unstructured-ingest-test.atlassian.net/pages/1605989", "version": "1", @@ -16,7 +15,7 @@ }, "date_created": "2023-07-09T12:56:40.842Z", "date_modified": "2023-07-09T12:57:59.173Z", - "date_processed": "1730944045.8354938", + "date_processed": "1734444193.309644", "permissions_data": null, "filesize_bytes": null }, @@ -25,6 +24,6 @@ "document_id": "1605989" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmphgt576pl/testteamsp/1605989.html", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp1twncsjk/testteamsp/1605989.html", "display_name": "Testdoc3" } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/confluence/file_data/1802252.json b/test/integration/connectors/expected_results/confluence/file_data/1802252.json index d7fa76066..0c1a9be71 100644 --- a/test/integration/connectors/expected_results/confluence/file_data/1802252.json +++ b/test/integration/connectors/expected_results/confluence/file_data/1802252.json @@ -6,7 +6,6 @@ "fullpath": "testteamsp/1802252.html", "rel_path": "testteamsp/1802252.html" }, - "doc_type": "file", "metadata": { "url": "https://unstructured-ingest-test.atlassian.net/pages/1802252", "version": "1", @@ -16,7 +15,7 @@ }, "date_created": "2023-07-11T17:01:39.240Z", "date_modified": "2023-07-11T17:01:47.340Z", - "date_processed": "1730944046.064836", + "date_processed": "1734444193.52543", "permissions_data": null, "filesize_bytes": null }, @@ -25,6 +24,6 @@ "document_id": "1802252" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmphgt576pl/testteamsp/1802252.html", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp1twncsjk/testteamsp/1802252.html", "display_name": "Testdoc2" } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/confluence/file_data/1867777.json b/test/integration/connectors/expected_results/confluence/file_data/1867777.json index 4898e3a19..8b9fbf071 100644 --- a/test/integration/connectors/expected_results/confluence/file_data/1867777.json +++ b/test/integration/connectors/expected_results/confluence/file_data/1867777.json @@ -6,7 +6,6 @@ "fullpath": "testteamsp/1867777.html", "rel_path": "testteamsp/1867777.html" }, - "doc_type": "file", "metadata": { "url": "https://unstructured-ingest-test.atlassian.net/pages/1867777", "version": "2", @@ -16,7 +15,7 @@ }, "date_created": "2023-07-11T17:01:19.072Z", "date_modified": "2023-07-11T17:02:21.081Z", - "date_processed": "1730944046.2928698", + "date_processed": "1734444193.871711", "permissions_data": null, "filesize_bytes": null }, @@ -25,6 +24,6 @@ "document_id": "1867777" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmphgt576pl/testteamsp/1867777.html", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp1twncsjk/testteamsp/1867777.html", "display_name": "Testdoc1" } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/confluence/file_data/229477.json b/test/integration/connectors/expected_results/confluence/file_data/229477.json index 6b949507c..3094f1c19 100644 --- a/test/integration/connectors/expected_results/confluence/file_data/229477.json +++ b/test/integration/connectors/expected_results/confluence/file_data/229477.json @@ -6,7 +6,6 @@ "fullpath": "MFS/229477.html", "rel_path": "MFS/229477.html" }, - "doc_type": "file", "metadata": { "url": "https://unstructured-ingest-test.atlassian.net/pages/229477", "version": "1", @@ -16,7 +15,7 @@ }, "date_created": "2023-06-30T17:25:25.504Z", "date_modified": "2023-06-30T17:25:30.898Z", - "date_processed": "1730944047.123269", + "date_processed": "1734444194.642272", "permissions_data": null, "filesize_bytes": null }, @@ -25,6 +24,6 @@ "document_id": "229477" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmphgt576pl/MFS/229477.html", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp1twncsjk/MFS/229477.html", "display_name": "My first space" } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/confluence/file_data/2589690.json b/test/integration/connectors/expected_results/confluence/file_data/2589690.json index 49a5d8e62..97a77147f 100644 --- a/test/integration/connectors/expected_results/confluence/file_data/2589690.json +++ b/test/integration/connectors/expected_results/confluence/file_data/2589690.json @@ -6,7 +6,6 @@ "fullpath": "testteamsp/2589690.html", "rel_path": "testteamsp/2589690.html" }, - "doc_type": "file", "metadata": { "url": "https://unstructured-ingest-test.atlassian.net/pages/2589690", "version": "1", @@ -16,7 +15,7 @@ }, "date_created": "2023-07-13T14:27:12.821Z", "date_modified": "2023-07-13T14:28:03.779Z", - "date_processed": "1730944046.508574", + "date_processed": "1734444194.0566368", "permissions_data": null, "filesize_bytes": null }, @@ -25,6 +24,6 @@ "document_id": "2589690" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmphgt576pl/testteamsp/2589690.html", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp1twncsjk/testteamsp/2589690.html", "display_name": "Testdoc4" } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/confluence/file_data/2589704.json b/test/integration/connectors/expected_results/confluence/file_data/2589704.json index ee1147e5d..60754b72c 100644 --- a/test/integration/connectors/expected_results/confluence/file_data/2589704.json +++ b/test/integration/connectors/expected_results/confluence/file_data/2589704.json @@ -6,7 +6,6 @@ "fullpath": "testteamsp/2589704.html", "rel_path": "testteamsp/2589704.html" }, - "doc_type": "file", "metadata": { "url": "https://unstructured-ingest-test.atlassian.net/pages/2589704", "version": "3", @@ -16,7 +15,7 @@ }, "date_created": "2023-07-13T14:28:06.310Z", "date_modified": "2023-07-14T22:16:58.907Z", - "date_processed": "1730944046.7371871", + "date_processed": "1734444194.2324412", "permissions_data": null, "filesize_bytes": null }, @@ -25,6 +24,6 @@ "document_id": "2589704" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmphgt576pl/testteamsp/2589704.html", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp1twncsjk/testteamsp/2589704.html", "display_name": "Testdoc5" } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/databricks_volumes_native/file_data/9a6eb650-98d6-5465-8f1d-aa7118eee87e.json b/test/integration/connectors/expected_results/databricks_volumes_native/file_data/9a6eb650-98d6-5465-8f1d-aa7118eee87e.json index 4203a0e13..2b166ffce 100644 --- a/test/integration/connectors/expected_results/databricks_volumes_native/file_data/9a6eb650-98d6-5465-8f1d-aa7118eee87e.json +++ b/test/integration/connectors/expected_results/databricks_volumes_native/file_data/9a6eb650-98d6-5465-8f1d-aa7118eee87e.json @@ -6,7 +6,6 @@ "fullpath": "/Volumes/utic-dev-tech-fixtures/default/test-platform/databricks-volumes-test-input/fake-memo.pdf", "rel_path": "fake-memo.pdf" }, - 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "embeddings": [ + -0.03250373527407646, + 0.11405647546052933, + -0.032587453722953796, + 0.055381521582603455, + 0.059564560651779175, + 0.015745751559734344, + 0.09562661498785019, + 0.010293334722518921, + -0.04083289951086044, + -0.08257907629013062, + -0.03238358721137047, + -0.014912012033164501, + -0.0198091808706522, + -0.01337512768805027, + -0.020495573058724403, + 0.002414087299257517, + -0.06527095288038254, + 0.01364147663116455, + -0.033934954553842545, + 0.050227586179971695, + 0.0013295856770128012, + 0.08505179733037949, + -0.00859166868031025, + 0.0372328907251358, + -0.04048413783311844, + 0.02850324660539627, + -0.040489185601472855, + -0.014602068811655045, + 0.025089364498853683, + -0.06689489632844925, + 0.03795711323618889, + -0.030162107199430466, + -0.028193792328238487, + 0.031401507556438446, + -0.060299064964056015, + 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leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "embeddings": [ + 0.04131437838077545, + 0.010438342578709126, + -0.029227782040834427, + 0.1221429705619812, + 0.04667265713214874, + 0.006988010834902525, + 0.0879746824502945, + 0.01658152975142002, + 0.03387213870882988, + -0.05106586217880249, + -0.008163172751665115, + 0.01942339539527893, + 0.009290399961173534, + -0.04159928858280182, + -0.05286703631281853, + -0.03266151621937752, + -0.038281168788671494, + 0.05058445408940315, + -0.008906042203307152, + 0.045186761766672134, + 0.020186468958854675, + 0.0016097123734652996, + -0.031074801459908485, + 0.037382230162620544, + -0.06611403822898865, + 0.008967640809714794, + -0.0006455020047724247, + -0.09537012130022049, + 0.020525731146335602, + -0.04392102733254433, + -0.04517001286149025, + 0.08344835788011551, + -0.04777715727686882, + 0.016811847686767578, + -0.08461599797010422, + 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Should the demon get the upper hand, the result is an unholy union known as an abomination. 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "embeddings": [ + 0.029347889125347137, + -0.04517943039536476, + -0.10511812567710876, + -0.024585271254181862, + -0.007356676738709211, + -0.08651377260684967, + 0.022096142172813416, + -0.020169580355286598, + 0.06375181674957275, + -0.09861749410629272, + -0.05085907503962517, + 0.02313208393752575, + 0.06010859087109566, + -0.10936880111694336, + -0.014296606183052063, + -0.012459876947104931, + -0.049071744084358215, + -0.04973546788096428, + -0.05237169563770294, + 0.03888620063662529, + -0.012627502903342247, + -0.029852764680981636, + 0.06629118323326111, + 0.11194230616092682, + -0.061922457069158554, + -0.06858310848474503, + 0.06536244601011276, + -0.029726700857281685, + -0.003926862496882677, + -0.043617378920316696, + -0.04400668293237686, + 0.09197808057069778, + 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", + "embeddings": [ + -0.01682751625776291, + 0.044853467494249344, + -0.02427399344742298, + 0.019526232033967972, + -0.02260245941579342, + -0.02364928461611271, + -0.008829304948449135, + -0.0010938029736280441, + -0.03609094396233559, + 0.0002817685599438846, + -0.018739674240350723, + -0.03417038917541504, + -0.003862546756863594, + -0.037164438515901566, + -0.08567661792039871, + 0.038517385721206665, + 0.04341655224561691, + 0.03751537576317787, + 0.03385096788406372, + 0.08904548734426498, + 0.0018377407686784863, + 0.008340608328580856, + 0.03759521245956421, + 0.02481389231979847, + -0.027865441516041756, + -0.04453030973672867, + 0.00808127224445343, + -0.003838210366666317, + -0.021035296842455864, + -0.07071445882320404, + -0.06779080629348755, + 0.04234655573964119, + 0.01738337054848671, + -0.014189333654940128, + 0.013577292673289776, + 0.07574520260095596, + 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", + "embeddings": [ + 0.03848652541637421, + 0.07322842627763748, + -0.039086371660232544, + 0.014992752112448215, + 0.0782385915517807, + -0.026279285550117493, + 0.07023986428976059, + -0.0001279494317714125, + -0.058713387697935104, + -0.07570464164018631, + 0.02176794223487377, + -0.0005701213958673179, + -0.0019813489634543657, + -0.07120512425899506, + -0.03209613263607025, + -0.02752888761460781, + -0.1049681082367897, + -0.014891864731907845, + 0.004007284063845873, + 0.00852011889219284, + -0.05432821437716484, + 0.07113152742385864, + 0.001230935798957944, + 0.041040707379579544, + 0.046427223831415176, + -0.0405488945543766, + -0.006561534013599157, + 0.023826558142900467, + 0.03458769991993904, + -0.053628306835889816, + 0.09278160333633423, + -0.006737314630299807, + 0.05220581963658333, + -0.036295779049396515, + -0.0485057532787323, + 0.11319926381111145, + 0.027510428801178932, + -0.014265256933867931, + 0.010309591889381409, + 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "embeddings": [ + -0.03250373527407646, + 0.11405647546052933, + -0.032587453722953796, + 0.055381521582603455, + 0.059564560651779175, + 0.015745751559734344, + 0.09562661498785019, + 0.010293334722518921, + -0.04083289951086044, + -0.08257907629013062, + -0.03238358721137047, + -0.014912012033164501, + -0.0198091808706522, + -0.01337512768805027, + -0.020495573058724403, + 0.002414087299257517, + -0.06527095288038254, + 0.01364147663116455, + -0.033934954553842545, + 0.050227586179971695, + 0.0013295856770128012, + 0.08505179733037949, + -0.00859166868031025, + 0.0372328907251358, + -0.04048413783311844, + 0.02850324660539627, + -0.040489185601472855, + -0.014602068811655045, + 0.025089364498853683, + -0.06689489632844925, + 0.03795711323618889, + -0.030162107199430466, + -0.028193792328238487, + 0.031401507556438446, + -0.060299064964056015, + 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leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "embeddings": [ + 0.04131437838077545, + 0.010438342578709126, + -0.029227782040834427, + 0.1221429705619812, + 0.04667265713214874, + 0.006988010834902525, + 0.0879746824502945, + 0.01658152975142002, + 0.03387213870882988, + -0.05106586217880249, + -0.008163172751665115, + 0.01942339539527893, + 0.009290399961173534, + -0.04159928858280182, + -0.05286703631281853, + -0.03266151621937752, + -0.038281168788671494, + 0.05058445408940315, + -0.008906042203307152, + 0.045186761766672134, + 0.020186468958854675, + 0.0016097123734652996, + -0.031074801459908485, + 0.037382230162620544, + -0.06611403822898865, + 0.008967640809714794, + -0.0006455020047724247, + -0.09537012130022049, + 0.020525731146335602, + -0.04392102733254433, + -0.04517001286149025, + 0.08344835788011551, + -0.04777715727686882, + 0.016811847686767578, + -0.08461599797010422, + 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "embeddings": [ + 0.037358030676841736, + -0.020528586581349373, + -0.0796353816986084, + 0.07023921608924866, + -0.06806978583335876, + -0.053695108741521835, + 0.07401636987924576, + 0.012273840606212616, + 0.033039968460798264, + -0.045149460434913635, + -0.012830198742449284, + -0.011274494230747223, + 0.02671178989112377, + -0.06151292100548744, + -0.02749647945165634, + -0.023190999403595924, + -0.060615431517362595, + -0.05463779345154762, + 0.021168455481529236, + 0.1274556964635849, + 0.028768477961421013, + -0.046644821763038635, + -0.035690709948539734, + 0.06094501167535782, + -0.06838582456111908, + -0.013283107429742813, + -0.027634529396891594, + -0.035816628485918045, + 0.04861142858862877, + -0.09768129140138626, + 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "embeddings": [ + 0.029347889125347137, + -0.04517943039536476, + -0.10511812567710876, + -0.024585271254181862, + -0.007356676738709211, + -0.08651377260684967, + 0.022096142172813416, + -0.020169580355286598, + 0.06375181674957275, + -0.09861749410629272, + -0.05085907503962517, + 0.02313208393752575, + 0.06010859087109566, + -0.10936880111694336, + -0.014296606183052063, + -0.012459876947104931, + -0.049071744084358215, + -0.04973546788096428, + -0.05237169563770294, + 0.03888620063662529, + -0.012627502903342247, + -0.029852764680981636, + 0.06629118323326111, + 0.11194230616092682, + -0.061922457069158554, + -0.06858310848474503, + 0.06536244601011276, + -0.029726700857281685, + -0.003926862496882677, + -0.043617378920316696, + -0.04400668293237686, + 0.09197808057069778, + 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", + "embeddings": [ + -0.01682751625776291, + 0.044853467494249344, + -0.02427399344742298, + 0.019526232033967972, + -0.02260245941579342, + -0.02364928461611271, + -0.008829304948449135, + -0.0010938029736280441, + -0.03609094396233559, + 0.0002817685599438846, + -0.018739674240350723, + -0.03417038917541504, + -0.003862546756863594, + -0.037164438515901566, + -0.08567661792039871, + 0.038517385721206665, + 0.04341655224561691, + 0.03751537576317787, + 0.03385096788406372, + 0.08904548734426498, + 0.0018377407686784863, + 0.008340608328580856, + 0.03759521245956421, + 0.02481389231979847, + -0.027865441516041756, + -0.04453030973672867, + 0.00808127224445343, + -0.003838210366666317, + -0.021035296842455864, + -0.07071445882320404, + -0.06779080629348755, + 0.04234655573964119, + 0.01738337054848671, + -0.014189333654940128, + 0.013577292673289776, + 0.07574520260095596, + 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", + "embeddings": [ + 0.03848652541637421, + 0.07322842627763748, + -0.039086371660232544, + 0.014992752112448215, + 0.0782385915517807, + -0.026279285550117493, + 0.07023986428976059, + -0.0001279494317714125, + -0.058713387697935104, + -0.07570464164018631, + 0.02176794223487377, + -0.0005701213958673179, + -0.0019813489634543657, + -0.07120512425899506, + -0.03209613263607025, + -0.02752888761460781, + -0.1049681082367897, + -0.014891864731907845, + 0.004007284063845873, + 0.00852011889219284, + -0.05432821437716484, + 0.07113152742385864, + 0.001230935798957944, + 0.041040707379579544, + 0.046427223831415176, + -0.0405488945543766, + -0.006561534013599157, + 0.023826558142900467, + 0.03458769991993904, + -0.053628306835889816, + 0.09278160333633423, + -0.006737314630299807, + 0.05220581963658333, + -0.036295779049396515, + -0.0485057532787323, + 0.11319926381111145, + 0.027510428801178932, + -0.014265256933867931, + 0.010309591889381409, + 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "embeddings": [ + -0.03250373527407646, + 0.11405647546052933, + -0.032587453722953796, + 0.055381521582603455, + 0.059564560651779175, + 0.015745751559734344, + 0.09562661498785019, + 0.010293334722518921, + -0.04083289951086044, + -0.08257907629013062, + -0.03238358721137047, + -0.014912012033164501, + -0.0198091808706522, + -0.01337512768805027, + -0.020495573058724403, + 0.002414087299257517, + -0.06527095288038254, + 0.01364147663116455, + -0.033934954553842545, + 0.050227586179971695, + 0.0013295856770128012, + 0.08505179733037949, + -0.00859166868031025, + 0.0372328907251358, + -0.04048413783311844, + 0.02850324660539627, + -0.040489185601472855, + -0.014602068811655045, + 0.025089364498853683, + -0.06689489632844925, + 0.03795711323618889, + -0.030162107199430466, + -0.028193792328238487, + 0.031401507556438446, + -0.060299064964056015, + 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leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "embeddings": [ + 0.04131437838077545, + 0.010438342578709126, + -0.029227782040834427, + 0.1221429705619812, + 0.04667265713214874, + 0.006988010834902525, + 0.0879746824502945, + 0.01658152975142002, + 0.03387213870882988, + -0.05106586217880249, + -0.008163172751665115, + 0.01942339539527893, + 0.009290399961173534, + -0.04159928858280182, + -0.05286703631281853, + -0.03266151621937752, + -0.038281168788671494, + 0.05058445408940315, + -0.008906042203307152, + 0.045186761766672134, + 0.020186468958854675, + 0.0016097123734652996, + -0.031074801459908485, + 0.037382230162620544, + -0.06611403822898865, + 0.008967640809714794, + -0.0006455020047724247, + -0.09537012130022049, + 0.020525731146335602, + -0.04392102733254433, + -0.04517001286149025, + 0.08344835788011551, + -0.04777715727686882, + 0.016811847686767578, + -0.08461599797010422, + 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "embeddings": [ + 0.037358030676841736, + -0.020528586581349373, + -0.0796353816986084, + 0.07023921608924866, + -0.06806978583335876, + -0.053695108741521835, + 0.07401636987924576, + 0.012273840606212616, + 0.033039968460798264, + -0.045149460434913635, + -0.012830198742449284, + -0.011274494230747223, + 0.02671178989112377, + -0.06151292100548744, + -0.02749647945165634, + -0.023190999403595924, + -0.060615431517362595, + -0.05463779345154762, + 0.021168455481529236, + 0.1274556964635849, + 0.028768477961421013, + -0.046644821763038635, + -0.035690709948539734, + 0.06094501167535782, + -0.06838582456111908, + -0.013283107429742813, + -0.027634529396891594, + -0.035816628485918045, + 0.04861142858862877, + -0.09768129140138626, + 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "embeddings": [ + 0.029347889125347137, + -0.04517943039536476, + -0.10511812567710876, + -0.024585271254181862, + -0.007356676738709211, + -0.08651377260684967, + 0.022096142172813416, + -0.020169580355286598, + 0.06375181674957275, + -0.09861749410629272, + -0.05085907503962517, + 0.02313208393752575, + 0.06010859087109566, + -0.10936880111694336, + -0.014296606183052063, + -0.012459876947104931, + -0.049071744084358215, + -0.04973546788096428, + -0.05237169563770294, + 0.03888620063662529, + -0.012627502903342247, + -0.029852764680981636, + 0.06629118323326111, + 0.11194230616092682, + -0.061922457069158554, + -0.06858310848474503, + 0.06536244601011276, + -0.029726700857281685, + -0.003926862496882677, + -0.043617378920316696, + -0.04400668293237686, + 0.09197808057069778, + 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", + "embeddings": [ + -0.08342055231332779, + 0.052118003368377686, + 0.00927137490361929, + 0.00821769516915083, + -0.01837557926774025, + -0.022791797295212746, + 0.0005622926400974393, + 0.015177621506154537, + -0.044368308037519455, + -0.03960308060050011, + 0.02673662267625332, + 0.017424117773771286, + 0.03634529188275337, + -0.05126689001917839, + -0.11323326081037521, + 0.023094939067959785, + 0.03664935380220413, + 0.0706443339586258, + -0.010426182299852371, + 0.05276356637477875, + 0.028232764452695847, + -0.00017360948550049216, + 0.03809289634227753, + 0.07166895270347595, + 0.010475720278918743, + -0.037191905081272125, + -0.0024140281602740288, + -0.029270833358168602, + -0.006603992078453302, + -0.02663854882121086, + -0.06387452781200409, + 0.010723570361733437, + -0.02904103510081768, + 0.05121173709630966, + -0.010028553195297718, + 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b/test/integration/connectors/expected_results/duckdb/stager/DA-1p-with-duplicate-pages.pdf.ndjson @@ -0,0 +1,22 @@ +{"type": "CompositeElement", "element_id": "2470d8dc42215b3d68413b55bf00fed2", "text": "MAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.\n\nAs we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "embeddings": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 0.055381521582603455, 0.059564560651779175, 0.015745751559734344, 0.09562661498785019, 0.010293334722518921, -0.04083289951086044, -0.08257907629013062, -0.03238358721137047, -0.014912012033164501, -0.0198091808706522, -0.01337512768805027, -0.020495573058724403, 0.002414087299257517, -0.06527095288038254, 0.01364147663116455, -0.033934954553842545, 0.050227586179971695, 0.0013295856770128012, 0.08505179733037949, -0.00859166868031025, 0.0372328907251358, -0.04048413783311844, 0.02850324660539627, -0.040489185601472855, -0.014602068811655045, 0.025089364498853683, -0.06689489632844925, 0.03795711323618889, -0.030162107199430466, -0.028193792328238487, 0.031401507556438446, -0.060299064964056015, 0.07824402302503586, 0.0417218841612339, -0.00280062691308558, 0.015016979537904263, 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Blessed.\n\nIt is known that mages are able to walk the Fade while completely aware of their surroundings, unlike most others who may only enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "embeddings": [0.04131437838077545, 0.010438342578709126, -0.029227782040834427, 0.1221429705619812, 0.04667265713214874, 0.006988010834902525, 0.0879746824502945, 0.01658152975142002, 0.03387213870882988, -0.05106586217880249, -0.008163172751665115, 0.01942339539527893, 0.009290399961173534, -0.04159928858280182, -0.05286703631281853, -0.03266151621937752, -0.038281168788671494, 0.05058445408940315, -0.008906042203307152, 0.045186761766672134, 0.020186468958854675, 0.0016097123734652996, -0.031074801459908485, 0.037382230162620544, -0.06611403822898865, 0.008967640809714794, -0.0006455020047724247, -0.09537012130022049, 0.020525731146335602, -0.04392102733254433, -0.04517001286149025, 0.08344835788011551, -0.04777715727686882, 0.016811847686767578, -0.08461599797010422, 0.056300051510334015, 0.03214816376566887, 0.026472169905900955, 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mage when it encounters one\u2014by force or by making some kind of deal depending on the strength of the mage. Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", "embeddings": [0.037358030676841736, -0.020528586581349373, -0.0796353816986084, 0.07023921608924866, -0.06806978583335876, -0.053695108741521835, 0.07401636987924576, 0.012273840606212616, 0.033039968460798264, -0.045149460434913635, -0.012830198742449284, -0.011274494230747223, 0.02671178989112377, -0.06151292100548744, -0.02749647945165634, -0.023190999403595924, -0.060615431517362595, -0.05463779345154762, 0.021168455481529236, 0.1274556964635849, 0.028768477961421013, -0.046644821763038635, -0.035690709948539734, 0.06094501167535782, -0.06838582456111908, -0.013283107429742813, -0.027634529396891594, -0.035816628485918045, 0.04861142858862877, -0.09768129140138626, -0.0510096400976181, 0.08331329375505447, -0.09209876507520676, 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "embeddings": [0.029347889125347137, -0.04517943039536476, -0.10511812567710876, -0.024585271254181862, -0.007356676738709211, -0.08651377260684967, 0.022096142172813416, -0.020169580355286598, 0.06375181674957275, -0.09861749410629272, -0.05085907503962517, 0.02313208393752575, 0.06010859087109566, -0.10936880111694336, -0.014296606183052063, -0.012459876947104931, -0.049071744084358215, -0.04973546788096428, -0.05237169563770294, 0.03888620063662529, -0.012627502903342247, -0.029852764680981636, 0.06629118323326111, 0.11194230616092682, -0.061922457069158554, -0.06858310848474503, 0.06536244601011276, -0.029726700857281685, -0.003926862496882677, -0.043617378920316696, -0.04400668293237686, 0.09197808057069778, -0.03772498667240143, -0.06420345604419708, -0.06515754759311676, 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"17d95063f79ee541af296d142b36e35f", "text": "Arcane Horror\n\n\"Upon ascending to the second floor of the tower, we were greeted by a gruesome sight: a ragged collection of bones wearing the robes of one of the senior enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "embeddings": [-0.01682751625776291, 0.044853467494249344, -0.02427399344742298, 0.019526232033967972, -0.02260245941579342, -0.02364928461611271, -0.008829304948449135, -0.0010938029736280441, -0.03609094396233559, 0.0002817685599438846, -0.018739674240350723, -0.03417038917541504, -0.003862546756863594, -0.037164438515901566, -0.08567661792039871, 0.038517385721206665, 0.04341655224561691, 0.03751537576317787, 0.03385096788406372, 0.08904548734426498, 0.0018377407686784863, 0.008340608328580856, 0.03759521245956421, 0.02481389231979847, -0.027865441516041756, -0.04453030973672867, 0.00808127224445343, -0.003838210366666317, -0.021035296842455864, -0.07071445882320404, -0.06779080629348755, 0.04234655573964119, 0.01738337054848671, -0.014189333654940128, 0.013577292673289776, 0.07574520260095596, 0.06995886564254761, -0.039838001132011414, 0.050228819251060486, 0.0009188558324240148, 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fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", "embeddings": [0.03848652541637421, 0.07322842627763748, -0.039086371660232544, 0.014992752112448215, 0.0782385915517807, -0.026279285550117493, 0.07023986428976059, -0.0001279494317714125, -0.058713387697935104, -0.07570464164018631, 0.02176794223487377, -0.0005701213958673179, -0.0019813489634543657, -0.07120512425899506, -0.03209613263607025, -0.02752888761460781, -0.1049681082367897, -0.014891864731907845, 0.004007284063845873, 0.00852011889219284, -0.05432821437716484, 0.07113152742385864, 0.001230935798957944, 0.041040707379579544, 0.046427223831415176, -0.0405488945543766, -0.006561534013599157, 0.023826558142900467, 0.03458769991993904, -0.053628306835889816, 0.09278160333633423, -0.006737314630299807, 0.05220581963658333, -0.036295779049396515, -0.0485057532787323, 0.11319926381111145, 0.027510428801178932, -0.014265256933867931, 0.010309591889381409, -0.01602257788181305, -0.005835033021867275, 0.0045592039823532104, -0.06903189420700073, 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "embeddings": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 0.055381521582603455, 0.059564560651779175, 0.015745751559734344, 0.09562661498785019, 0.010293334722518921, -0.04083289951086044, -0.08257907629013062, -0.03238358721137047, -0.014912012033164501, -0.0198091808706522, -0.01337512768805027, -0.020495573058724403, 0.002414087299257517, -0.06527095288038254, 0.01364147663116455, -0.033934954553842545, 0.050227586179971695, 0.0013295856770128012, 0.08505179733037949, -0.00859166868031025, 0.0372328907251358, -0.04048413783311844, 0.02850324660539627, -0.040489185601472855, -0.014602068811655045, 0.025089364498853683, -0.06689489632844925, 0.03795711323618889, -0.030162107199430466, -0.028193792328238487, 0.031401507556438446, -0.060299064964056015, 0.07824402302503586, 0.0417218841612339, -0.00280062691308558, 0.015016979537904263, 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Blessed.\n\nIt is known that mages are able to walk the Fade while completely aware of their surroundings, unlike most others who may only enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "embeddings": [0.04131437838077545, 0.010438342578709126, -0.029227782040834427, 0.1221429705619812, 0.04667265713214874, 0.006988010834902525, 0.0879746824502945, 0.01658152975142002, 0.03387213870882988, -0.05106586217880249, -0.008163172751665115, 0.01942339539527893, 0.009290399961173534, -0.04159928858280182, -0.05286703631281853, -0.03266151621937752, -0.038281168788671494, 0.05058445408940315, -0.008906042203307152, 0.045186761766672134, 0.020186468958854675, 0.0016097123734652996, -0.031074801459908485, 0.037382230162620544, -0.06611403822898865, 0.008967640809714794, -0.0006455020047724247, -0.09537012130022049, 0.020525731146335602, -0.04392102733254433, -0.04517001286149025, 0.08344835788011551, -0.04777715727686882, 0.016811847686767578, -0.08461599797010422, 0.056300051510334015, 0.03214816376566887, 0.026472169905900955, 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mage when it encounters one\u2014by force or by making some kind of deal depending on the strength of the mage. Should the demon get the upper hand, the result is an unholy union known as an abomination. 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "embeddings": [0.029347889125347137, -0.04517943039536476, -0.10511812567710876, -0.024585271254181862, -0.007356676738709211, -0.08651377260684967, 0.022096142172813416, -0.020169580355286598, 0.06375181674957275, -0.09861749410629272, -0.05085907503962517, 0.02313208393752575, 0.06010859087109566, -0.10936880111694336, -0.014296606183052063, -0.012459876947104931, -0.049071744084358215, -0.04973546788096428, -0.05237169563770294, 0.03888620063662529, -0.012627502903342247, -0.029852764680981636, 0.06629118323326111, 0.11194230616092682, -0.061922457069158554, -0.06858310848474503, 0.06536244601011276, -0.029726700857281685, -0.003926862496882677, -0.043617378920316696, -0.04400668293237686, 0.09197808057069778, -0.03772498667240143, -0.06420345604419708, -0.06515754759311676, 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"9898e8da83933fafa47600450eca67f1", "text": "Arcane Horror\n\n\"Upon ascending to the second floor of the tower, we were greeted by a gruesome sight: a ragged collection of bones wearing the robes of one of the senior enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "embeddings": [-0.01682751625776291, 0.044853467494249344, -0.02427399344742298, 0.019526232033967972, -0.02260245941579342, -0.02364928461611271, -0.008829304948449135, -0.0010938029736280441, -0.03609094396233559, 0.0002817685599438846, -0.018739674240350723, -0.03417038917541504, -0.003862546756863594, -0.037164438515901566, -0.08567661792039871, 0.038517385721206665, 0.04341655224561691, 0.03751537576317787, 0.03385096788406372, 0.08904548734426498, 0.0018377407686784863, 0.008340608328580856, 0.03759521245956421, 0.02481389231979847, -0.027865441516041756, -0.04453030973672867, 0.00808127224445343, -0.003838210366666317, -0.021035296842455864, -0.07071445882320404, -0.06779080629348755, 0.04234655573964119, 0.01738337054848671, -0.014189333654940128, 0.013577292673289776, 0.07574520260095596, 0.06995886564254761, -0.039838001132011414, 0.050228819251060486, 0.0009188558324240148, 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fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", "embeddings": [0.03848652541637421, 0.07322842627763748, -0.039086371660232544, 0.014992752112448215, 0.0782385915517807, -0.026279285550117493, 0.07023986428976059, -0.0001279494317714125, -0.058713387697935104, -0.07570464164018631, 0.02176794223487377, -0.0005701213958673179, -0.0019813489634543657, -0.07120512425899506, -0.03209613263607025, -0.02752888761460781, -0.1049681082367897, -0.014891864731907845, 0.004007284063845873, 0.00852011889219284, -0.05432821437716484, 0.07113152742385864, 0.001230935798957944, 0.041040707379579544, 0.046427223831415176, -0.0405488945543766, -0.006561534013599157, 0.023826558142900467, 0.03458769991993904, -0.053628306835889816, 0.09278160333633423, -0.006737314630299807, 0.05220581963658333, -0.036295779049396515, -0.0485057532787323, 0.11319926381111145, 0.027510428801178932, -0.014265256933867931, 0.010309591889381409, -0.01602257788181305, -0.005835033021867275, 0.0045592039823532104, -0.06903189420700073, 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "embeddings": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 0.055381521582603455, 0.059564560651779175, 0.015745751559734344, 0.09562661498785019, 0.010293334722518921, -0.04083289951086044, -0.08257907629013062, -0.03238358721137047, -0.014912012033164501, -0.0198091808706522, -0.01337512768805027, -0.020495573058724403, 0.002414087299257517, -0.06527095288038254, 0.01364147663116455, -0.033934954553842545, 0.050227586179971695, 0.0013295856770128012, 0.08505179733037949, -0.00859166868031025, 0.0372328907251358, -0.04048413783311844, 0.02850324660539627, -0.040489185601472855, -0.014602068811655045, 0.025089364498853683, -0.06689489632844925, 0.03795711323618889, -0.030162107199430466, -0.028193792328238487, 0.031401507556438446, -0.060299064964056015, 0.07824402302503586, 0.0417218841612339, -0.00280062691308558, 0.015016979537904263, 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Blessed.\n\nIt is known that mages are able to walk the Fade while completely aware of their surroundings, unlike most others who may only enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "embeddings": [0.04131437838077545, 0.010438342578709126, -0.029227782040834427, 0.1221429705619812, 0.04667265713214874, 0.006988010834902525, 0.0879746824502945, 0.01658152975142002, 0.03387213870882988, -0.05106586217880249, -0.008163172751665115, 0.01942339539527893, 0.009290399961173534, -0.04159928858280182, -0.05286703631281853, -0.03266151621937752, -0.038281168788671494, 0.05058445408940315, -0.008906042203307152, 0.045186761766672134, 0.020186468958854675, 0.0016097123734652996, -0.031074801459908485, 0.037382230162620544, -0.06611403822898865, 0.008967640809714794, -0.0006455020047724247, -0.09537012130022049, 0.020525731146335602, -0.04392102733254433, -0.04517001286149025, 0.08344835788011551, -0.04777715727686882, 0.016811847686767578, -0.08461599797010422, 0.056300051510334015, 0.03214816376566887, 0.026472169905900955, 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mage when it encounters one\u2014by force or by making some kind of deal depending on the strength of the mage. Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", "embeddings": [0.037358030676841736, -0.020528586581349373, -0.0796353816986084, 0.07023921608924866, -0.06806978583335876, -0.053695108741521835, 0.07401636987924576, 0.012273840606212616, 0.033039968460798264, -0.045149460434913635, -0.012830198742449284, -0.011274494230747223, 0.02671178989112377, -0.06151292100548744, -0.02749647945165634, -0.023190999403595924, -0.060615431517362595, -0.05463779345154762, 0.021168455481529236, 0.1274556964635849, 0.028768477961421013, -0.046644821763038635, -0.035690709948539734, 0.06094501167535782, -0.06838582456111908, -0.013283107429742813, -0.027634529396891594, -0.035816628485918045, 0.04861142858862877, -0.09768129140138626, -0.0510096400976181, 0.08331329375505447, -0.09209876507520676, 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "embeddings": [0.029347889125347137, -0.04517943039536476, -0.10511812567710876, -0.024585271254181862, -0.007356676738709211, -0.08651377260684967, 0.022096142172813416, -0.020169580355286598, 0.06375181674957275, -0.09861749410629272, -0.05085907503962517, 0.02313208393752575, 0.06010859087109566, -0.10936880111694336, -0.014296606183052063, -0.012459876947104931, -0.049071744084358215, -0.04973546788096428, -0.05237169563770294, 0.03888620063662529, -0.012627502903342247, -0.029852764680981636, 0.06629118323326111, 0.11194230616092682, -0.061922457069158554, -0.06858310848474503, 0.06536244601011276, -0.029726700857281685, -0.003926862496882677, -0.043617378920316696, -0.04400668293237686, 0.09197808057069778, -0.03772498667240143, -0.06420345604419708, -0.06515754759311676, 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"3e7327ee201e84f3061474204708d8f7", "text": "Arcane Horror\n\n\"Upon ascending to the second floor of the tower, we were greeted by a gruesome sight: a ragged collection of bones wearing the robes of one of the senior enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", "embeddings": [-0.08342055231332779, 0.052118003368377686, 0.00927137490361929, 0.00821769516915083, -0.01837557926774025, -0.022791797295212746, 0.0005622926400974393, 0.015177621506154537, -0.044368308037519455, -0.03960308060050011, 0.02673662267625332, 0.017424117773771286, 0.03634529188275337, -0.05126689001917839, -0.11323326081037521, 0.023094939067959785, 0.03664935380220413, 0.0706443339586258, -0.010426182299852371, 0.05276356637477875, 0.028232764452695847, -0.00017360948550049216, 0.03809289634227753, 0.07166895270347595, 0.010475720278918743, -0.037191905081272125, -0.0024140281602740288, -0.029270833358168602, -0.006603992078453302, -0.02663854882121086, -0.06387452781200409, 0.010723570361733437, -0.02904103510081768, 0.05121173709630966, -0.010028553195297718, 0.0959436297416687, 0.09057556092739105, 0.0009347658487968147, -0.003882128046825528, 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b/test/integration/connectors/expected_results/elasticsearch/file_data/73bd091b-f16a-5d30-b5bf-de62c85ccbe1.json new file mode 100644 index 000000000..53ddccfee --- /dev/null +++ b/test/integration/connectors/expected_results/elasticsearch/file_data/73bd091b-f16a-5d30-b5bf-de62c85ccbe1.json @@ -0,0 +1,63 @@ +{ + "identifier": "73bd091b-f16a-5d30-b5bf-de62c85ccbe1", + "connector_type": "elasticsearch", + "source_identifiers": null, + "metadata": { + "url": "http://localhost:9200/movies", + "version": null, + "record_locator": null, + "date_created": null, + "date_modified": null, + "date_processed": "1734441751.49743", + "permissions_data": null, + "filesize_bytes": null + }, + "additional_metadata": { + "index_name": "movies" + }, + "reprocess": false, + "local_download_path": null, + "display_name": null, + "batch_items": [ + { + "identifier": "0", + "version": null + }, + { + "identifier": "1", + "version": null + }, + { + "identifier": "2", + "version": null + }, + { + "identifier": "3", + "version": null + }, + { + "identifier": "4", + "version": null + }, + { + "identifier": "5", + "version": null + }, + { + "identifier": "6", + "version": null + }, + { + "identifier": "7", + "version": null + }, + { + "identifier": "8", + "version": null + }, + { + "identifier": "9", + "version": null + } + ] +} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/elasticsearch/file_data/movies-0.json b/test/integration/connectors/expected_results/elasticsearch/file_data/movies-0.json index 0aa9c8766..004be16bd 100644 --- a/test/integration/connectors/expected_results/elasticsearch/file_data/movies-0.json +++ b/test/integration/connectors/expected_results/elasticsearch/file_data/movies-0.json @@ -6,9 +6,8 @@ "fullpath": "movies-0.txt", "rel_path": null }, - "doc_type": "file", "metadata": { - "url": null, + "url": "http://localhost:9200/movies", "version": "1", "record_locator": { "hosts": [ @@ -19,12 +18,14 @@ }, "date_created": null, "date_modified": null, - "date_processed": "1732112039.737115", + "date_processed": "1734441751.521352", "permissions_data": null, "filesize_bytes": null }, - "additional_metadata": {}, + "additional_metadata": { + "index_name": "movies" + }, "reprocess": false, - "local_download_path": null, + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpiob2__zr/movies-0.txt", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/elasticsearch/file_data/movies-1.json b/test/integration/connectors/expected_results/elasticsearch/file_data/movies-1.json index 60c11f245..828f2303b 100644 --- a/test/integration/connectors/expected_results/elasticsearch/file_data/movies-1.json +++ b/test/integration/connectors/expected_results/elasticsearch/file_data/movies-1.json @@ -6,9 +6,8 @@ "fullpath": "movies-1.txt", "rel_path": null }, - "doc_type": "file", "metadata": { - "url": null, + "url": "http://localhost:9200/movies", "version": "1", "record_locator": { "hosts": [ @@ -19,12 +18,14 @@ }, "date_created": null, "date_modified": null, - "date_processed": "1732112039.737586", + "date_processed": "1734441751.522156", "permissions_data": null, "filesize_bytes": null }, - "additional_metadata": {}, + "additional_metadata": { + "index_name": "movies" + }, "reprocess": false, - "local_download_path": null, + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpiob2__zr/movies-1.txt", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/elasticsearch/file_data/movies-2.json b/test/integration/connectors/expected_results/elasticsearch/file_data/movies-2.json index c7acd73db..d68711663 100644 --- a/test/integration/connectors/expected_results/elasticsearch/file_data/movies-2.json +++ b/test/integration/connectors/expected_results/elasticsearch/file_data/movies-2.json @@ -6,9 +6,8 @@ "fullpath": "movies-2.txt", "rel_path": null }, - "doc_type": "file", "metadata": { - "url": null, + "url": "http://localhost:9200/movies", "version": "1", "record_locator": { "hosts": [ @@ -19,12 +18,14 @@ }, "date_created": null, "date_modified": null, - "date_processed": "1732112039.737973", + "date_processed": "1734441751.5225768", "permissions_data": null, "filesize_bytes": null }, - "additional_metadata": {}, + "additional_metadata": { + "index_name": "movies" + }, "reprocess": false, - "local_download_path": null, + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpiob2__zr/movies-2.txt", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/elasticsearch/file_data/movies-3.json b/test/integration/connectors/expected_results/elasticsearch/file_data/movies-3.json index a8bc2fa93..4564e4b71 100644 --- a/test/integration/connectors/expected_results/elasticsearch/file_data/movies-3.json +++ b/test/integration/connectors/expected_results/elasticsearch/file_data/movies-3.json @@ -6,9 +6,8 @@ "fullpath": "movies-3.txt", "rel_path": null }, - "doc_type": "file", "metadata": { - "url": null, + "url": "http://localhost:9200/movies", "version": "1", "record_locator": { "hosts": [ @@ -19,12 +18,14 @@ }, "date_created": null, "date_modified": null, - "date_processed": "1732112039.738324", + "date_processed": "1734441751.522796", "permissions_data": null, "filesize_bytes": null }, - "additional_metadata": {}, + "additional_metadata": { + "index_name": "movies" + }, "reprocess": false, - "local_download_path": null, + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpiob2__zr/movies-3.txt", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/elasticsearch/file_data/movies-4.json b/test/integration/connectors/expected_results/elasticsearch/file_data/movies-4.json index ca624eccc..343934947 100644 --- a/test/integration/connectors/expected_results/elasticsearch/file_data/movies-4.json +++ b/test/integration/connectors/expected_results/elasticsearch/file_data/movies-4.json @@ -6,9 +6,8 @@ "fullpath": "movies-4.txt", "rel_path": null }, - "doc_type": "file", "metadata": { - "url": null, + "url": "http://localhost:9200/movies", "version": "1", "record_locator": { "hosts": [ @@ -19,12 +18,14 @@ }, "date_created": null, "date_modified": null, - "date_processed": "1732112039.738688", + "date_processed": "1734441751.522986", "permissions_data": null, "filesize_bytes": null }, - "additional_metadata": {}, + "additional_metadata": { + "index_name": "movies" + }, "reprocess": false, - "local_download_path": null, + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpiob2__zr/movies-4.txt", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/elasticsearch/file_data/movies-5.json b/test/integration/connectors/expected_results/elasticsearch/file_data/movies-5.json index 9550a442e..a94ea74a9 100644 --- a/test/integration/connectors/expected_results/elasticsearch/file_data/movies-5.json +++ b/test/integration/connectors/expected_results/elasticsearch/file_data/movies-5.json @@ -6,9 +6,8 @@ "fullpath": "movies-5.txt", "rel_path": null }, - "doc_type": "file", "metadata": { - "url": null, + "url": "http://localhost:9200/movies", "version": "1", "record_locator": { "hosts": [ @@ -19,12 +18,14 @@ }, "date_created": null, "date_modified": null, - "date_processed": "1732112039.7390301", + "date_processed": "1734441751.523156", "permissions_data": null, "filesize_bytes": null }, - "additional_metadata": {}, + "additional_metadata": { + "index_name": "movies" + }, "reprocess": false, - "local_download_path": null, + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpiob2__zr/movies-5.txt", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/elasticsearch/file_data/movies-6.json b/test/integration/connectors/expected_results/elasticsearch/file_data/movies-6.json index 6437fa4a9..9e87bc9d9 100644 --- a/test/integration/connectors/expected_results/elasticsearch/file_data/movies-6.json +++ b/test/integration/connectors/expected_results/elasticsearch/file_data/movies-6.json @@ -6,9 +6,8 @@ "fullpath": "movies-6.txt", "rel_path": null }, - "doc_type": "file", "metadata": { - "url": null, + "url": "http://localhost:9200/movies", "version": "1", "record_locator": { "hosts": [ @@ -19,12 +18,14 @@ }, "date_created": null, "date_modified": null, - "date_processed": "1732112039.739337", + "date_processed": "1734441751.5233312", "permissions_data": null, "filesize_bytes": null }, - "additional_metadata": {}, + "additional_metadata": { + "index_name": "movies" + }, "reprocess": false, - "local_download_path": null, + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpiob2__zr/movies-6.txt", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/elasticsearch/file_data/movies-7.json b/test/integration/connectors/expected_results/elasticsearch/file_data/movies-7.json index 2ff79e1dd..b2468cf7b 100644 --- a/test/integration/connectors/expected_results/elasticsearch/file_data/movies-7.json +++ b/test/integration/connectors/expected_results/elasticsearch/file_data/movies-7.json @@ -6,9 +6,8 @@ "fullpath": "movies-7.txt", "rel_path": null }, - "doc_type": "file", "metadata": { - "url": null, + "url": "http://localhost:9200/movies", "version": "1", "record_locator": { "hosts": [ @@ -19,12 +18,14 @@ }, "date_created": null, "date_modified": null, - "date_processed": "1732112039.7396412", + "date_processed": "1734441751.52351", "permissions_data": null, "filesize_bytes": null }, - "additional_metadata": {}, + "additional_metadata": { + "index_name": "movies" + }, "reprocess": false, - "local_download_path": null, + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpiob2__zr/movies-7.txt", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/elasticsearch/file_data/movies-8.json b/test/integration/connectors/expected_results/elasticsearch/file_data/movies-8.json index 12025741b..5b9a79780 100644 --- a/test/integration/connectors/expected_results/elasticsearch/file_data/movies-8.json +++ b/test/integration/connectors/expected_results/elasticsearch/file_data/movies-8.json @@ -6,9 +6,8 @@ "fullpath": "movies-8.txt", "rel_path": null }, - "doc_type": "file", "metadata": { - "url": null, + "url": "http://localhost:9200/movies", "version": "1", "record_locator": { "hosts": [ @@ -19,12 +18,14 @@ }, "date_created": null, "date_modified": null, - "date_processed": "1732112039.739943", + "date_processed": "1734441751.523673", "permissions_data": null, "filesize_bytes": null }, - "additional_metadata": {}, + "additional_metadata": { + "index_name": "movies" + }, "reprocess": false, - "local_download_path": null, + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpiob2__zr/movies-8.txt", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/elasticsearch/file_data/movies-9.json b/test/integration/connectors/expected_results/elasticsearch/file_data/movies-9.json index f3aa0ffc1..12f60421d 100644 --- a/test/integration/connectors/expected_results/elasticsearch/file_data/movies-9.json +++ b/test/integration/connectors/expected_results/elasticsearch/file_data/movies-9.json @@ -6,9 +6,8 @@ "fullpath": "movies-9.txt", "rel_path": null }, - "doc_type": "file", "metadata": { - "url": null, + "url": "http://localhost:9200/movies", "version": "1", "record_locator": { "hosts": [ @@ -19,12 +18,14 @@ }, "date_created": null, 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We had been tracking the maleficar for days, and finally had him cornered... or so we thought.\n\nAs we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 1, + "orig_elements": 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 1, + "orig_elements": "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" + } + } + }, + { + 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 1, + "orig_elements": 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 1, + "orig_elements": 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 1, + "orig_elements": 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 1, + "orig_elements": 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 2, + "orig_elements": "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" + } + } + }, + { + "_index": "mock_index", + "_id": "1175c598-7149-57cd-9067-ef9cd3b3b66e", + "_source": { + 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 2, + "orig_elements": "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" + } + } + }, + { + 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 2, + "orig_elements": 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 2, + "orig_elements": 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 2, + "orig_elements": 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 2, + "orig_elements": 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 3, + "orig_elements": "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" + } + } + }, + { + "_index": "mock_index", + "_id": "8fdaccb4-eeae-5814-a84a-c063cc92742f", + "_source": { + 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 3, + "orig_elements": "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" + } + } + }, + { + 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 3, + "orig_elements": 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Should the demon get the upper hand, the result is an unholy union known as an abomination. 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 3, + "orig_elements": 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 3, + "orig_elements": "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" + } + } + } +] \ No newline at end of file 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We had been tracking the maleficar for days, and finally had him cornered... or so we thought.\n\nAs we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.", "type": "CompositeElement", "record_id": "mock file data", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 1, "orig_elements": 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "type": "CompositeElement", "record_id": "mock file data", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 1, "orig_elements": "eJxFUstu2zAQ/JUFz7Ir25Ett6cCvfTQngL0kAbGmlxKhPkQ+LDqBvn3LuWkuQjk7OxyZrRPL4IsOfL5ZJT4DGIv6bztdN/uj3LTbuX2IHuGeq12Su/2WjQgHGVUmJH5L6IeTimUKKneX7mujSWPrt7Ft6+rzbSaTR5XqkzWSMy0mnCgtJ7UMq2y821a2DjdKSb4T29li34olc/1J0F+EM+M1gknX9yZIuObBYkfLiS1HfHnod9JfDj06nCkrt0djl3XHWS7FVVmpj+5kn8RpDGUTAqmiDeKCXKAPBL8wAtFQK9AkbYkK2UeMYPDwUiYCWQoVjVwLhkwVUCHMoy5WdplJMwlvoMwYlQU1/AdEs7gbtztIipKoNHaOiV6fuF8W7q1RWf8AOlygxB5WEnjvaroHE1awyOzXPApx1DS/9casCFcaicrMhqQ+cxicaxkJoxLiS14sOZCfMyzSdVaKiZD0Pyi8Q2kKeSKOloSGLiP1a2B4xpRsSf+4wq4YwnLpIZ9sQRr/pL6sjjglO5cxyYXDkwoOZzBXMnDaFwiqyFcOeS3xO9S+ZJKvDILeLHYR8Ji8/q3qAvxvis/MUbelCs91v/4+vwPVjvyCA=="}}} +{"_index": "mock_index", "_id": 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "type": "CompositeElement", "record_id": "mock file data", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 1, "orig_elements": 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", "type": "CompositeElement", "record_id": "mock file data", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 1, "orig_elements": 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "type": "CompositeElement", "record_id": "mock file data", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 1, "orig_elements": 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "type": "CompositeElement", "record_id": "mock file data", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 1, "orig_elements": 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", "type": "CompositeElement", "record_id": "mock file data", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 2, "orig_elements": "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"}}} +{"_index": "mock_index", "_id": "1175c598-7149-57cd-9067-ef9cd3b3b66e", "_source": {"element_id": 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "type": "CompositeElement", "record_id": "mock file data", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 2, "orig_elements": "eJxFUsuO2zAM/BVCZyfNw5vU7anAXvbQnhboYbsIaImyhehh6BE3Xey/l3Ky7U0kh+TMiC9vgiw58vlklPgC4qgfNscj7rq2k3iQG42bvt/t2z3hUXb6IBoQjjIqzMj4N1EfpxRKlFTjd65rY8mjq7F4/LbaTqvZ5HGlymSNxEyrCQdK60lpcUfn67SgcbpBTPCf7mWLfigVz/UXQX4Qr5ytE06+uJ4i53dLJv5X0bet7B66gz5sN4e238njvmtR9erzdoNy24tKM9PvXME/CdIYSiYFU8QrxQQ5QB4JvuOZIqBXoEhbkhUyj5jB4WAkzAQyFKsa6EsGTDWhQxnG3CztMhLmEj+SMGJUFNfwBAlncFfudhEVJdBobZ0SPW/or0u3tuiMHyCdrxAiDytpvFUV9dGkNTwzygWfcgwl/dvWgA3hXDuZkdGAjGcUk2MmM2FcSizBgzVn4meeTarSUjEZguaNxjeQppBr1tHiwMB9zG4NbNeIijXxjyvgjsUskxrWxRSs+UPq66KAXbphHYtcMDChZHMGcyEPo3GJrIZwYZPvjt+ocpBKvDAK+LBYR8Ji8/qXqAfxcSs/MEa+lAs91398f/0Lyrrx8A=="}}} +{"_index": "mock_index", "_id": 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "type": "CompositeElement", "record_id": "mock file data", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 2, "orig_elements": 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", "type": "CompositeElement", "record_id": "mock file data", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 2, "orig_elements": 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "type": "CompositeElement", "record_id": "mock file data", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 2, "orig_elements": 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "type": "CompositeElement", "record_id": "mock file data", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 2, "orig_elements": 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "type": "CompositeElement", "record_id": "mock file data", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 3, "orig_elements": "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"}}} +{"_index": "mock_index", "_id": 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "type": "CompositeElement", "record_id": "mock file data", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 3, "orig_elements": 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", "type": "CompositeElement", "record_id": "mock file data", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 3, "orig_elements": 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", "type": "CompositeElement", "record_id": "mock file data", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 3, "orig_elements": "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"}}} diff --git a/test/integration/connectors/expected_results/kafka/directory_structure.json b/test/integration/connectors/expected_results/kafka-cloud/directory_structure.json similarity index 100% rename from test/integration/connectors/expected_results/kafka/directory_structure.json rename to test/integration/connectors/expected_results/kafka-cloud/directory_structure.json diff --git a/test/integration/connectors/expected_results/kafka/downloads/fake-topic_0_0.txt b/test/integration/connectors/expected_results/kafka-cloud/downloads/fake-topic_0_0.txt similarity index 100% rename from test/integration/connectors/expected_results/kafka/downloads/fake-topic_0_0.txt rename to test/integration/connectors/expected_results/kafka-cloud/downloads/fake-topic_0_0.txt diff --git a/test/integration/connectors/expected_results/kafka/downloads/fake-topic_0_1.txt b/test/integration/connectors/expected_results/kafka-cloud/downloads/fake-topic_0_1.txt similarity index 100% rename from test/integration/connectors/expected_results/kafka/downloads/fake-topic_0_1.txt rename to test/integration/connectors/expected_results/kafka-cloud/downloads/fake-topic_0_1.txt diff --git a/test/integration/connectors/expected_results/kafka/downloads/fake-topic_0_2.txt b/test/integration/connectors/expected_results/kafka-cloud/downloads/fake-topic_0_2.txt similarity index 100% rename from test/integration/connectors/expected_results/kafka/downloads/fake-topic_0_2.txt rename to test/integration/connectors/expected_results/kafka-cloud/downloads/fake-topic_0_2.txt diff --git a/test/integration/connectors/expected_results/kafka/downloads/fake-topic_0_3.txt b/test/integration/connectors/expected_results/kafka-cloud/downloads/fake-topic_0_3.txt similarity index 100% rename from test/integration/connectors/expected_results/kafka/downloads/fake-topic_0_3.txt rename to test/integration/connectors/expected_results/kafka-cloud/downloads/fake-topic_0_3.txt diff --git a/test/integration/connectors/expected_results/kafka/downloads/fake-topic_0_4.txt b/test/integration/connectors/expected_results/kafka-cloud/downloads/fake-topic_0_4.txt similarity index 100% rename from test/integration/connectors/expected_results/kafka/downloads/fake-topic_0_4.txt rename to test/integration/connectors/expected_results/kafka-cloud/downloads/fake-topic_0_4.txt diff --git a/test/integration/connectors/expected_results/kafka-cloud/file_data/fake-topic_0_0.json b/test/integration/connectors/expected_results/kafka-cloud/file_data/fake-topic_0_0.json new file mode 100644 index 000000000..084c43955 --- /dev/null +++ b/test/integration/connectors/expected_results/kafka-cloud/file_data/fake-topic_0_0.json @@ -0,0 +1,28 @@ +{ + "identifier": "fake-topic_0_0", + "connector_type": "kafka-cloud", + "source_identifiers": { + "filename": "fake-topic_0_0.txt", + "fullpath": "fake-topic_0_0.txt", + "rel_path": null + }, + "metadata": { + "url": null, + "version": null, + 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-0,0 +1,28 @@ +{ + "identifier": "fake-topic_0_2", + "connector_type": "kafka-cloud", + "source_identifiers": { + "filename": "fake-topic_0_2.txt", + "fullpath": "fake-topic_0_2.txt", + "rel_path": null + }, + "metadata": { + "url": null, + "version": null, + "record_locator": null, + "date_created": null, + "date_modified": null, + "date_processed": "1734443113.690078", + "permissions_data": null, + "filesize_bytes": null + }, + "additional_metadata": { + "topic": "fake-topic", + "partition": 0, + "offset": 2, + "content": "This is some text for message 2" + }, + "reprocess": false, + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpelurnw83/fake-topic_0_2.txt", + "display_name": "fake-topic_0_2.txt" +} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/kafka-cloud/file_data/fake-topic_0_3.json b/test/integration/connectors/expected_results/kafka-cloud/file_data/fake-topic_0_3.json new file mode 100644 index 000000000..e4ed1af87 --- /dev/null +++ b/test/integration/connectors/expected_results/kafka-cloud/file_data/fake-topic_0_3.json @@ -0,0 +1,28 @@ +{ + "identifier": "fake-topic_0_3", + "connector_type": "kafka-cloud", + "source_identifiers": { + "filename": "fake-topic_0_3.txt", + "fullpath": "fake-topic_0_3.txt", + "rel_path": null + }, + "metadata": { + "url": null, + "version": null, + "record_locator": null, + "date_created": null, + "date_modified": null, + "date_processed": "1734443113.721693", + "permissions_data": null, + "filesize_bytes": null + }, + "additional_metadata": { + "topic": "fake-topic", + "partition": 0, + "offset": 3, + "content": "This is some text for message 3" + }, + "reprocess": false, + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpelurnw83/fake-topic_0_3.txt", + "display_name": "fake-topic_0_3.txt" +} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/kafka-cloud/file_data/fake-topic_0_4.json b/test/integration/connectors/expected_results/kafka-cloud/file_data/fake-topic_0_4.json new file mode 100644 index 000000000..7367d0ed4 --- /dev/null +++ b/test/integration/connectors/expected_results/kafka-cloud/file_data/fake-topic_0_4.json @@ -0,0 +1,28 @@ +{ + "identifier": "fake-topic_0_4", + "connector_type": "kafka-cloud", + "source_identifiers": { + "filename": "fake-topic_0_4.txt", + "fullpath": "fake-topic_0_4.txt", + "rel_path": null + }, + "metadata": { + "url": null, + "version": null, + "record_locator": null, + "date_created": null, + "date_modified": null, + "date_processed": "1734443113.760659", + "permissions_data": null, + "filesize_bytes": null + }, + "additional_metadata": { + "topic": "fake-topic", + "partition": 0, + "offset": 4, + "content": "This is some text for message 4" + }, + "reprocess": false, + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpelurnw83/fake-topic_0_4.txt", + "display_name": "fake-topic_0_4.txt" +} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/kafka-local/directory_structure.json b/test/integration/connectors/expected_results/kafka-local/directory_structure.json new file mode 100644 index 000000000..bd5d8979e --- /dev/null +++ b/test/integration/connectors/expected_results/kafka-local/directory_structure.json @@ -0,0 +1,9 @@ +{ + "directory_structure": [ + "fake-topic_0_0.txt", + "fake-topic_0_1.txt", + "fake-topic_0_2.txt", + "fake-topic_0_3.txt", + "fake-topic_0_4.txt" + ] +} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/kafka-local/downloads/fake-topic_0_0.txt b/test/integration/connectors/expected_results/kafka-local/downloads/fake-topic_0_0.txt new file mode 100644 index 000000000..ba44231c3 --- /dev/null +++ b/test/integration/connectors/expected_results/kafka-local/downloads/fake-topic_0_0.txt @@ -0,0 +1 @@ +This is some text for message 0 \ No newline at end of file diff --git a/test/integration/connectors/expected_results/kafka-local/downloads/fake-topic_0_1.txt b/test/integration/connectors/expected_results/kafka-local/downloads/fake-topic_0_1.txt new file mode 100644 index 000000000..d6d6d369d --- /dev/null +++ b/test/integration/connectors/expected_results/kafka-local/downloads/fake-topic_0_1.txt @@ -0,0 +1 @@ +This is some text for message 1 \ No newline at end of file diff --git a/test/integration/connectors/expected_results/kafka-local/downloads/fake-topic_0_2.txt b/test/integration/connectors/expected_results/kafka-local/downloads/fake-topic_0_2.txt new file mode 100644 index 000000000..48ec8d22d --- /dev/null +++ b/test/integration/connectors/expected_results/kafka-local/downloads/fake-topic_0_2.txt @@ -0,0 +1 @@ +This is some text for message 2 \ No newline at end of file diff --git a/test/integration/connectors/expected_results/kafka-local/downloads/fake-topic_0_3.txt b/test/integration/connectors/expected_results/kafka-local/downloads/fake-topic_0_3.txt new file mode 100644 index 000000000..ef4d9452c --- /dev/null +++ b/test/integration/connectors/expected_results/kafka-local/downloads/fake-topic_0_3.txt @@ -0,0 +1 @@ +This is some text for message 3 \ No newline at end of file diff --git a/test/integration/connectors/expected_results/kafka-local/downloads/fake-topic_0_4.txt b/test/integration/connectors/expected_results/kafka-local/downloads/fake-topic_0_4.txt new file mode 100644 index 000000000..e29bbfbce --- /dev/null +++ b/test/integration/connectors/expected_results/kafka-local/downloads/fake-topic_0_4.txt @@ -0,0 +1 @@ +This is some text for message 4 \ No newline at end of file diff --git a/test/integration/connectors/expected_results/kafka/file_data/fake-topic_0_0.json b/test/integration/connectors/expected_results/kafka-local/file_data/fake-topic_0_0.json similarity index 84% rename from test/integration/connectors/expected_results/kafka/file_data/fake-topic_0_0.json rename to test/integration/connectors/expected_results/kafka-local/file_data/fake-topic_0_0.json index 158da550c..dfa9bfb72 100644 --- a/test/integration/connectors/expected_results/kafka/file_data/fake-topic_0_0.json +++ b/test/integration/connectors/expected_results/kafka-local/file_data/fake-topic_0_0.json @@ -6,14 +6,13 @@ "fullpath": "fake-topic_0_0.txt", "rel_path": null }, - "doc_type": "file", "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1731074369.1742651", + "date_processed": "1734443134.787072", "permissions_data": null, "filesize_bytes": null }, @@ -24,6 +23,6 @@ "content": "This is some text for message 0" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmprfm2jt0h/fake-topic_0_0.txt", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpvpbhdxsc/fake-topic_0_0.txt", "display_name": "fake-topic_0_0.txt" } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/kafka/file_data/fake-topic_0_1.json b/test/integration/connectors/expected_results/kafka-local/file_data/fake-topic_0_1.json similarity index 85% rename from test/integration/connectors/expected_results/kafka/file_data/fake-topic_0_1.json rename to test/integration/connectors/expected_results/kafka-local/file_data/fake-topic_0_1.json index 4da0db5ba..9543e487a 100644 --- a/test/integration/connectors/expected_results/kafka/file_data/fake-topic_0_1.json +++ b/test/integration/connectors/expected_results/kafka-local/file_data/fake-topic_0_1.json @@ -6,14 +6,13 @@ "fullpath": "fake-topic_0_1.txt", "rel_path": null }, - "doc_type": "file", "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1731074369.183776", + "date_processed": "1734443134.796267", "permissions_data": null, "filesize_bytes": null }, @@ -24,6 +23,6 @@ "content": "This is some text for message 1" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmprfm2jt0h/fake-topic_0_1.txt", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpvpbhdxsc/fake-topic_0_1.txt", "display_name": "fake-topic_0_1.txt" } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/kafka/file_data/fake-topic_0_2.json b/test/integration/connectors/expected_results/kafka-local/file_data/fake-topic_0_2.json similarity index 85% rename from test/integration/connectors/expected_results/kafka/file_data/fake-topic_0_2.json rename to test/integration/connectors/expected_results/kafka-local/file_data/fake-topic_0_2.json index 00ef9a221..9f0ffc1e3 100644 --- a/test/integration/connectors/expected_results/kafka/file_data/fake-topic_0_2.json +++ b/test/integration/connectors/expected_results/kafka-local/file_data/fake-topic_0_2.json @@ -6,14 +6,13 @@ "fullpath": "fake-topic_0_2.txt", "rel_path": null }, - "doc_type": "file", "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1731074369.185874", + "date_processed": "1734443134.798773", "permissions_data": null, "filesize_bytes": null }, @@ -24,6 +23,6 @@ "content": "This is some text for message 2" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmprfm2jt0h/fake-topic_0_2.txt", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpvpbhdxsc/fake-topic_0_2.txt", "display_name": "fake-topic_0_2.txt" } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/kafka/file_data/fake-topic_0_3.json b/test/integration/connectors/expected_results/kafka-local/file_data/fake-topic_0_3.json similarity index 85% rename from test/integration/connectors/expected_results/kafka/file_data/fake-topic_0_3.json rename to test/integration/connectors/expected_results/kafka-local/file_data/fake-topic_0_3.json index 3382398ef..039f67a56 100644 --- a/test/integration/connectors/expected_results/kafka/file_data/fake-topic_0_3.json +++ b/test/integration/connectors/expected_results/kafka-local/file_data/fake-topic_0_3.json @@ -6,14 +6,13 @@ "fullpath": "fake-topic_0_3.txt", "rel_path": null }, - "doc_type": "file", "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1731074369.187455", + "date_processed": "1734443134.800767", "permissions_data": null, "filesize_bytes": null }, @@ -24,6 +23,6 @@ "content": "This is some text for message 3" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmprfm2jt0h/fake-topic_0_3.txt", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpvpbhdxsc/fake-topic_0_3.txt", "display_name": "fake-topic_0_3.txt" } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/kafka/file_data/fake-topic_0_4.json b/test/integration/connectors/expected_results/kafka-local/file_data/fake-topic_0_4.json similarity index 85% rename from test/integration/connectors/expected_results/kafka/file_data/fake-topic_0_4.json rename to test/integration/connectors/expected_results/kafka-local/file_data/fake-topic_0_4.json index ca254842f..5fdd5fb81 100644 --- a/test/integration/connectors/expected_results/kafka/file_data/fake-topic_0_4.json +++ b/test/integration/connectors/expected_results/kafka-local/file_data/fake-topic_0_4.json @@ -6,14 +6,13 @@ "fullpath": "fake-topic_0_4.txt", "rel_path": null }, - "doc_type": "file", "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1731074369.189026", + "date_processed": "1734443134.802675", "permissions_data": null, "filesize_bytes": null }, @@ -24,6 +23,6 @@ "content": "This is some text for message 4" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmprfm2jt0h/fake-topic_0_4.txt", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpvpbhdxsc/fake-topic_0_4.txt", "display_name": "fake-topic_0_4.txt" } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/lancedb/stager/DA-1p-with-duplicate-pages.pdf.feather b/test/integration/connectors/expected_results/lancedb/stager/DA-1p-with-duplicate-pages.pdf.feather new file mode 100644 index 000000000..34c788043 Binary files /dev/null and b/test/integration/connectors/expected_results/lancedb/stager/DA-1p-with-duplicate-pages.pdf.feather differ diff --git a/test/integration/connectors/expected_results/milvus/stager/DA-1p-with-duplicate-pages.pdf.json b/test/integration/connectors/expected_results/milvus/stager/DA-1p-with-duplicate-pages.pdf.json new file mode 100644 index 000000000..ae3001bbb --- /dev/null +++ b/test/integration/connectors/expected_results/milvus/stager/DA-1p-with-duplicate-pages.pdf.json @@ -0,0 +1,8758 @@ +[ + { + "type": "CompositeElement", + "element_id": "2470d8dc42215b3d68413b55bf00fed2", + "text": "MAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.\n\nAs we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.", + "embeddings": [ + 0.07777129113674164, + 0.0606350377202034, + 0.016699742525815964, + 0.025474421679973602, + 0.05472065135836601, + -0.03785642236471176, + 0.06506576389074326, + -0.017842525616288185, + -0.03878961130976677, + 0.028590677306056023, + -0.02399466559290886, + -0.09211020171642303, + -0.031279392540454865, + -0.014241814613342285, + -0.02141973376274109, + 0.035573363304138184, + -0.0033338244538754225, + -0.02463681809604168, + 0.04393996670842171, + 0.03571218624711037, + -0.05851663649082184, + 0.0818575844168663, + -0.005700137931853533, + 0.022535672411322594, + -0.01637371815741062, + 0.01310789491981268, + 0.00545160286128521, + 0.07582753896713257, + -0.02088712714612484, + -0.09370554238557816, + 0.01554977335035801, + 0.03139982372522354, + 0.09939400851726532, + -0.0447249561548233, + 0.04104244336485863, 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shouted prayers to the Maker and deflected what magic we could, but as we fought, the creature fought harder. I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "embeddings": [ + -0.03250373527407646, + 0.11405647546052933, + -0.032587453722953796, + 0.055381521582603455, + 0.059564560651779175, + 0.015745751559734344, + 0.09562661498785019, + 0.010293334722518921, + -0.04083289951086044, + -0.08257907629013062, + -0.03238358721137047, + -0.014912012033164501, + -0.0198091808706522, + -0.01337512768805027, + -0.020495573058724403, + 0.002414087299257517, + -0.06527095288038254, + 0.01364147663116455, + -0.033934954553842545, + 0.050227586179971695, + 0.0013295856770128012, + 0.08505179733037949, + -0.00859166868031025, + 0.0372328907251358, + -0.04048413783311844, + 0.02850324660539627, + -0.040489185601472855, + -0.014602068811655045, + 0.025089364498853683, + -0.06689489632844925, + 0.03795711323618889, + -0.030162107199430466, + -0.028193792328238487, + 0.031401507556438446, + -0.060299064964056015, + 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enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "embeddings": [ + 0.04131437838077545, + 0.010438342578709126, + -0.029227782040834427, + 0.1221429705619812, + 0.04667265713214874, + 0.006988010834902525, + 0.0879746824502945, + 0.01658152975142002, + 0.03387213870882988, + -0.05106586217880249, + -0.008163172751665115, + 0.01942339539527893, + 0.009290399961173534, + -0.04159928858280182, + -0.05286703631281853, + -0.03266151621937752, + -0.038281168788671494, + 0.05058445408940315, + -0.008906042203307152, + 0.045186761766672134, + 0.020186468958854675, + 0.0016097123734652996, + -0.031074801459908485, + 0.037382230162620544, + -0.06611403822898865, + 0.008967640809714794, + -0.0006455020047724247, + -0.09537012130022049, + 0.020525731146335602, + -0.04392102733254433, + -0.04517001286149025, + 0.08344835788011551, + -0.04777715727686882, + 0.016811847686767578, + -0.08461599797010422, + 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "embeddings": [ + 0.037358030676841736, + -0.020528586581349373, + -0.0796353816986084, + 0.07023921608924866, + -0.06806978583335876, + -0.053695108741521835, + 0.07401636987924576, + 0.012273840606212616, + 0.033039968460798264, + -0.045149460434913635, + -0.012830198742449284, + -0.011274494230747223, + 0.02671178989112377, + -0.06151292100548744, + -0.02749647945165634, + -0.023190999403595924, + -0.060615431517362595, + -0.05463779345154762, + 0.021168455481529236, + 0.1274556964635849, + 0.028768477961421013, + -0.046644821763038635, + -0.035690709948539734, + 0.06094501167535782, + -0.06838582456111908, + -0.013283107429742813, + -0.027634529396891594, + -0.035816628485918045, + 0.04861142858862877, + -0.09768129140138626, + 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "embeddings": [ + 0.029347889125347137, + -0.04517943039536476, + -0.10511812567710876, + -0.024585271254181862, + -0.007356676738709211, + -0.08651377260684967, + 0.022096142172813416, + -0.020169580355286598, + 0.06375181674957275, + -0.09861749410629272, + -0.05085907503962517, + 0.02313208393752575, + 0.06010859087109566, + -0.10936880111694336, + -0.014296606183052063, + -0.012459876947104931, + -0.049071744084358215, + -0.04973546788096428, + -0.05237169563770294, + 0.03888620063662529, + -0.012627502903342247, + -0.029852764680981636, + 0.06629118323326111, + 0.11194230616092682, + -0.061922457069158554, + -0.06858310848474503, + 0.06536244601011276, + -0.029726700857281685, + -0.003926862496882677, + -0.043617378920316696, + -0.04400668293237686, + 0.09197808057069778, + 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", + "embeddings": [ + -0.01682751625776291, + 0.044853467494249344, + -0.02427399344742298, + 0.019526232033967972, + -0.02260245941579342, + -0.02364928461611271, + -0.008829304948449135, + -0.0010938029736280441, + -0.03609094396233559, + 0.0002817685599438846, + -0.018739674240350723, + -0.03417038917541504, + -0.003862546756863594, + -0.037164438515901566, + -0.08567661792039871, + 0.038517385721206665, + 0.04341655224561691, + 0.03751537576317787, + 0.03385096788406372, + 0.08904548734426498, + 0.0018377407686784863, + 0.008340608328580856, + 0.03759521245956421, + 0.02481389231979847, + -0.027865441516041756, + -0.04453030973672867, + 0.00808127224445343, + -0.003838210366666317, + -0.021035296842455864, + -0.07071445882320404, + -0.06779080629348755, + 0.04234655573964119, + 0.01738337054848671, + -0.014189333654940128, + 0.013577292673289776, + 0.07574520260095596, + 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"element_id": "153cdf628c31647e2aac3eb0f2648c5d", + "text": "As we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", + "embeddings": [ + 0.03848652541637421, + 0.07322842627763748, + -0.039086371660232544, + 0.014992752112448215, + 0.0782385915517807, + -0.026279285550117493, + 0.07023986428976059, + -0.0001279494317714125, + -0.058713387697935104, + -0.07570464164018631, + 0.02176794223487377, + -0.0005701213958673179, + -0.0019813489634543657, + -0.07120512425899506, + -0.03209613263607025, + -0.02752888761460781, + -0.1049681082367897, + -0.014891864731907845, + 0.004007284063845873, + 0.00852011889219284, + -0.05432821437716484, + 0.07113152742385864, + 0.001230935798957944, + 0.041040707379579544, + 0.046427223831415176, + -0.0405488945543766, + -0.006561534013599157, + 0.023826558142900467, + 0.03458769991993904, + -0.053628306835889816, + 0.09278160333633423, + -0.006737314630299807, + 0.05220581963658333, + -0.036295779049396515, + -0.0485057532787323, + 0.11319926381111145, + 0.027510428801178932, + -0.014265256933867931, + 0.010309591889381409, + 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "embeddings": [ + -0.03250373527407646, + 0.11405647546052933, + -0.032587453722953796, + 0.055381521582603455, + 0.059564560651779175, + 0.015745751559734344, + 0.09562661498785019, + 0.010293334722518921, + -0.04083289951086044, + -0.08257907629013062, + -0.03238358721137047, + -0.014912012033164501, + -0.0198091808706522, + -0.01337512768805027, + -0.020495573058724403, + 0.002414087299257517, + -0.06527095288038254, + 0.01364147663116455, + -0.033934954553842545, + 0.050227586179971695, + 0.0013295856770128012, + 0.08505179733037949, + -0.00859166868031025, + 0.0372328907251358, + -0.04048413783311844, + 0.02850324660539627, + -0.040489185601472855, + -0.014602068811655045, + 0.025089364498853683, + -0.06689489632844925, + 0.03795711323618889, + -0.030162107199430466, + -0.028193792328238487, + 0.031401507556438446, + -0.060299064964056015, + 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enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "embeddings": [ + 0.04131437838077545, + 0.010438342578709126, + -0.029227782040834427, + 0.1221429705619812, + 0.04667265713214874, + 0.006988010834902525, + 0.0879746824502945, + 0.01658152975142002, + 0.03387213870882988, + -0.05106586217880249, + -0.008163172751665115, + 0.01942339539527893, + 0.009290399961173534, + -0.04159928858280182, + -0.05286703631281853, + -0.03266151621937752, + -0.038281168788671494, + 0.05058445408940315, + -0.008906042203307152, + 0.045186761766672134, + 0.020186468958854675, + 0.0016097123734652996, + -0.031074801459908485, + 0.037382230162620544, + -0.06611403822898865, + 0.008967640809714794, + -0.0006455020047724247, + -0.09537012130022049, + 0.020525731146335602, + -0.04392102733254433, + -0.04517001286149025, + 0.08344835788011551, + -0.04777715727686882, + 0.016811847686767578, + -0.08461599797010422, + 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Should the demon get the upper hand, the result is an unholy union known as an abomination. 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "embeddings": [ + 0.029347889125347137, + -0.04517943039536476, + -0.10511812567710876, + -0.024585271254181862, + -0.007356676738709211, + -0.08651377260684967, + 0.022096142172813416, + -0.020169580355286598, + 0.06375181674957275, + -0.09861749410629272, + -0.05085907503962517, + 0.02313208393752575, + 0.06010859087109566, + -0.10936880111694336, + -0.014296606183052063, + -0.012459876947104931, + -0.049071744084358215, + -0.04973546788096428, + -0.05237169563770294, + 0.03888620063662529, + -0.012627502903342247, + -0.029852764680981636, + 0.06629118323326111, + 0.11194230616092682, + -0.061922457069158554, + -0.06858310848474503, + 0.06536244601011276, + -0.029726700857281685, + -0.003926862496882677, + -0.043617378920316696, + -0.04400668293237686, + 0.09197808057069778, + 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", + "embeddings": [ + -0.01682751625776291, + 0.044853467494249344, + -0.02427399344742298, + 0.019526232033967972, + -0.02260245941579342, + -0.02364928461611271, + -0.008829304948449135, + -0.0010938029736280441, + -0.03609094396233559, + 0.0002817685599438846, + -0.018739674240350723, + -0.03417038917541504, + -0.003862546756863594, + -0.037164438515901566, + -0.08567661792039871, + 0.038517385721206665, + 0.04341655224561691, + 0.03751537576317787, + 0.03385096788406372, + 0.08904548734426498, + 0.0018377407686784863, + 0.008340608328580856, + 0.03759521245956421, + 0.02481389231979847, + -0.027865441516041756, + -0.04453030973672867, + 0.00808127224445343, + -0.003838210366666317, + -0.021035296842455864, + -0.07071445882320404, + -0.06779080629348755, + 0.04234655573964119, + 0.01738337054848671, + -0.014189333654940128, + 0.013577292673289776, + 0.07574520260095596, + 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"element_id": "af74b2e5414979a734e3765deb30cb33", + "text": "As we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", + "embeddings": [ + 0.03848652541637421, + 0.07322842627763748, + -0.039086371660232544, + 0.014992752112448215, + 0.0782385915517807, + -0.026279285550117493, + 0.07023986428976059, + -0.0001279494317714125, + -0.058713387697935104, + -0.07570464164018631, + 0.02176794223487377, + -0.0005701213958673179, + -0.0019813489634543657, + -0.07120512425899506, + -0.03209613263607025, + -0.02752888761460781, + -0.1049681082367897, + -0.014891864731907845, + 0.004007284063845873, + 0.00852011889219284, + -0.05432821437716484, + 0.07113152742385864, + 0.001230935798957944, + 0.041040707379579544, + 0.046427223831415176, + -0.0405488945543766, + -0.006561534013599157, + 0.023826558142900467, + 0.03458769991993904, + -0.053628306835889816, + 0.09278160333633423, + -0.006737314630299807, + 0.05220581963658333, + -0.036295779049396515, + -0.0485057532787323, + 0.11319926381111145, + 0.027510428801178932, + -0.014265256933867931, + 0.010309591889381409, + 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "embeddings": [ + -0.03250373527407646, + 0.11405647546052933, + -0.032587453722953796, + 0.055381521582603455, + 0.059564560651779175, + 0.015745751559734344, + 0.09562661498785019, + 0.010293334722518921, + -0.04083289951086044, + -0.08257907629013062, + -0.03238358721137047, + -0.014912012033164501, + -0.0198091808706522, + -0.01337512768805027, + -0.020495573058724403, + 0.002414087299257517, + -0.06527095288038254, + 0.01364147663116455, + -0.033934954553842545, + 0.050227586179971695, + 0.0013295856770128012, + 0.08505179733037949, + -0.00859166868031025, + 0.0372328907251358, + -0.04048413783311844, + 0.02850324660539627, + -0.040489185601472855, + -0.014602068811655045, + 0.025089364498853683, + -0.06689489632844925, + 0.03795711323618889, + -0.030162107199430466, + -0.028193792328238487, + 0.031401507556438446, + -0.060299064964056015, + 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the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "embeddings": [ + 0.04131437838077545, + 0.010438342578709126, + -0.029227782040834427, + 0.1221429705619812, + 0.04667265713214874, + 0.006988010834902525, + 0.0879746824502945, + 0.01658152975142002, + 0.03387213870882988, + -0.05106586217880249, + -0.008163172751665115, + 0.01942339539527893, + 0.009290399961173534, + -0.04159928858280182, + -0.05286703631281853, + -0.03266151621937752, + -0.038281168788671494, + 0.05058445408940315, + -0.008906042203307152, + 0.045186761766672134, + 0.020186468958854675, + 0.0016097123734652996, + -0.031074801459908485, + 0.037382230162620544, + -0.06611403822898865, + 0.008967640809714794, + -0.0006455020047724247, + -0.09537012130022049, + 0.020525731146335602, + -0.04392102733254433, + -0.04517001286149025, + 0.08344835788011551, + -0.04777715727686882, + 0.016811847686767578, + -0.08461599797010422, + 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Should the demon get the upper hand, the result is an unholy union known as an abomination. 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "embeddings": [ + 0.029347889125347137, + -0.04517943039536476, + -0.10511812567710876, + -0.024585271254181862, + -0.007356676738709211, + -0.08651377260684967, + 0.022096142172813416, + -0.020169580355286598, + 0.06375181674957275, + -0.09861749410629272, + -0.05085907503962517, + 0.02313208393752575, + 0.06010859087109566, + -0.10936880111694336, + -0.014296606183052063, + -0.012459876947104931, + -0.049071744084358215, + -0.04973546788096428, + -0.05237169563770294, + 0.03888620063662529, + -0.012627502903342247, + -0.029852764680981636, + 0.06629118323326111, + 0.11194230616092682, + -0.061922457069158554, + -0.06858310848474503, + 0.06536244601011276, + -0.029726700857281685, + -0.003926862496882677, + -0.043617378920316696, + -0.04400668293237686, + 0.09197808057069778, + 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", + "embeddings": [ + -0.08342055231332779, + 0.052118003368377686, + 0.00927137490361929, + 0.00821769516915083, + -0.01837557926774025, + -0.022791797295212746, + 0.0005622926400974393, + 0.015177621506154537, + -0.044368308037519455, + -0.03960308060050011, + 0.02673662267625332, + 0.017424117773771286, + 0.03634529188275337, + -0.05126689001917839, + -0.11323326081037521, + 0.023094939067959785, + 0.03664935380220413, + 0.0706443339586258, + -0.010426182299852371, + 0.05276356637477875, + 0.028232764452695847, + -0.00017360948550049216, + 0.03809289634227753, + 0.07166895270347595, + 0.010475720278918743, + -0.037191905081272125, + -0.0024140281602740288, + -0.029270833358168602, + -0.006603992078453302, + -0.02663854882121086, + -0.06387452781200409, + 0.010723570361733437, + -0.02904103510081768, + 0.05121173709630966, + -0.010028553195297718, + 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We had been tracking the maleficar for days, and finally had him cornered... or so we thought.\n\nAs we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "embeddings": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 0.055381521582603455, 0.059564560651779175, 0.015745751559734344, 0.09562661498785019, 0.010293334722518921, -0.04083289951086044, -0.08257907629013062, -0.03238358721137047, -0.014912012033164501, -0.0198091808706522, -0.01337512768805027, -0.020495573058724403, 0.002414087299257517, -0.06527095288038254, 0.01364147663116455, -0.033934954553842545, 0.050227586179971695, 0.0013295856770128012, 0.08505179733037949, -0.00859166868031025, 0.0372328907251358, -0.04048413783311844, 0.02850324660539627, -0.040489185601472855, -0.014602068811655045, 0.025089364498853683, -0.06689489632844925, 0.03795711323618889, -0.030162107199430466, -0.028193792328238487, 0.031401507556438446, -0.060299064964056015, 0.07824402302503586, 0.0417218841612339, -0.00280062691308558, 0.015016979537904263, 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dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "embeddings": [0.04131437838077545, 0.010438342578709126, -0.029227782040834427, 0.1221429705619812, 0.04667265713214874, 0.006988010834902525, 0.0879746824502945, 0.01658152975142002, 0.03387213870882988, -0.05106586217880249, -0.008163172751665115, 0.01942339539527893, 0.009290399961173534, -0.04159928858280182, -0.05286703631281853, -0.03266151621937752, -0.038281168788671494, 0.05058445408940315, -0.008906042203307152, 0.045186761766672134, 0.020186468958854675, 0.0016097123734652996, -0.031074801459908485, 0.037382230162620544, -0.06611403822898865, 0.008967640809714794, -0.0006455020047724247, -0.09537012130022049, 0.020525731146335602, -0.04392102733254433, -0.04517001286149025, 0.08344835788011551, -0.04777715727686882, 0.016811847686767578, -0.08461599797010422, 0.056300051510334015, 0.03214816376566887, 0.026472169905900955, 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Should the demon get the upper hand, the result is an unholy union known as an abomination. 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "embeddings": [0.029347889125347137, -0.04517943039536476, -0.10511812567710876, -0.024585271254181862, -0.007356676738709211, -0.08651377260684967, 0.022096142172813416, -0.020169580355286598, 0.06375181674957275, -0.09861749410629272, -0.05085907503962517, 0.02313208393752575, 0.06010859087109566, -0.10936880111694336, -0.014296606183052063, -0.012459876947104931, -0.049071744084358215, -0.04973546788096428, -0.05237169563770294, 0.03888620063662529, -0.012627502903342247, -0.029852764680981636, 0.06629118323326111, 0.11194230616092682, -0.061922457069158554, -0.06858310848474503, 0.06536244601011276, -0.029726700857281685, -0.003926862496882677, -0.043617378920316696, -0.04400668293237686, 0.09197808057069778, -0.03772498667240143, -0.06420345604419708, -0.06515754759311676, 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "embeddings": [-0.01682751625776291, 0.044853467494249344, -0.02427399344742298, 0.019526232033967972, -0.02260245941579342, -0.02364928461611271, -0.008829304948449135, -0.0010938029736280441, -0.03609094396233559, 0.0002817685599438846, -0.018739674240350723, -0.03417038917541504, -0.003862546756863594, -0.037164438515901566, -0.08567661792039871, 0.038517385721206665, 0.04341655224561691, 0.03751537576317787, 0.03385096788406372, 0.08904548734426498, 0.0018377407686784863, 0.008340608328580856, 0.03759521245956421, 0.02481389231979847, -0.027865441516041756, -0.04453030973672867, 0.00808127224445343, -0.003838210366666317, -0.021035296842455864, -0.07071445882320404, -0.06779080629348755, 0.04234655573964119, 0.01738337054848671, -0.014189333654940128, 0.013577292673289776, 0.07574520260095596, 0.06995886564254761, -0.039838001132011414, 0.050228819251060486, 0.0009188558324240148, 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"153cdf628c31647e2aac3eb0f2648c5d", "text": "As we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", "embeddings": [0.03848652541637421, 0.07322842627763748, -0.039086371660232544, 0.014992752112448215, 0.0782385915517807, -0.026279285550117493, 0.07023986428976059, -0.0001279494317714125, -0.058713387697935104, -0.07570464164018631, 0.02176794223487377, -0.0005701213958673179, -0.0019813489634543657, -0.07120512425899506, -0.03209613263607025, -0.02752888761460781, -0.1049681082367897, -0.014891864731907845, 0.004007284063845873, 0.00852011889219284, -0.05432821437716484, 0.07113152742385864, 0.001230935798957944, 0.041040707379579544, 0.046427223831415176, -0.0405488945543766, -0.006561534013599157, 0.023826558142900467, 0.03458769991993904, -0.053628306835889816, 0.09278160333633423, -0.006737314630299807, 0.05220581963658333, -0.036295779049396515, -0.0485057532787323, 0.11319926381111145, 0.027510428801178932, -0.014265256933867931, 0.010309591889381409, -0.01602257788181305, -0.005835033021867275, 0.0045592039823532104, -0.06903189420700073, 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "embeddings": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 0.055381521582603455, 0.059564560651779175, 0.015745751559734344, 0.09562661498785019, 0.010293334722518921, -0.04083289951086044, -0.08257907629013062, -0.03238358721137047, -0.014912012033164501, -0.0198091808706522, -0.01337512768805027, -0.020495573058724403, 0.002414087299257517, -0.06527095288038254, 0.01364147663116455, -0.033934954553842545, 0.050227586179971695, 0.0013295856770128012, 0.08505179733037949, -0.00859166868031025, 0.0372328907251358, -0.04048413783311844, 0.02850324660539627, -0.040489185601472855, -0.014602068811655045, 0.025089364498853683, -0.06689489632844925, 0.03795711323618889, -0.030162107199430466, -0.028193792328238487, 0.031401507556438446, -0.060299064964056015, 0.07824402302503586, 0.0417218841612339, -0.00280062691308558, 0.015016979537904263, 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dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "embeddings": [0.04131437838077545, 0.010438342578709126, -0.029227782040834427, 0.1221429705619812, 0.04667265713214874, 0.006988010834902525, 0.0879746824502945, 0.01658152975142002, 0.03387213870882988, -0.05106586217880249, -0.008163172751665115, 0.01942339539527893, 0.009290399961173534, -0.04159928858280182, -0.05286703631281853, -0.03266151621937752, -0.038281168788671494, 0.05058445408940315, -0.008906042203307152, 0.045186761766672134, 0.020186468958854675, 0.0016097123734652996, -0.031074801459908485, 0.037382230162620544, -0.06611403822898865, 0.008967640809714794, -0.0006455020047724247, -0.09537012130022049, 0.020525731146335602, -0.04392102733254433, -0.04517001286149025, 0.08344835788011551, -0.04777715727686882, 0.016811847686767578, -0.08461599797010422, 0.056300051510334015, 0.03214816376566887, 0.026472169905900955, 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", "embeddings": [0.037358030676841736, -0.020528586581349373, -0.0796353816986084, 0.07023921608924866, -0.06806978583335876, -0.053695108741521835, 0.07401636987924576, 0.012273840606212616, 0.033039968460798264, -0.045149460434913635, -0.012830198742449284, -0.011274494230747223, 0.02671178989112377, -0.06151292100548744, -0.02749647945165634, -0.023190999403595924, -0.060615431517362595, -0.05463779345154762, 0.021168455481529236, 0.1274556964635849, 0.028768477961421013, -0.046644821763038635, -0.035690709948539734, 0.06094501167535782, -0.06838582456111908, -0.013283107429742813, -0.027634529396891594, -0.035816628485918045, 0.04861142858862877, -0.09768129140138626, -0.0510096400976181, 0.08331329375505447, -0.09209876507520676, 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "embeddings": [0.029347889125347137, -0.04517943039536476, -0.10511812567710876, -0.024585271254181862, -0.007356676738709211, -0.08651377260684967, 0.022096142172813416, -0.020169580355286598, 0.06375181674957275, -0.09861749410629272, -0.05085907503962517, 0.02313208393752575, 0.06010859087109566, -0.10936880111694336, -0.014296606183052063, -0.012459876947104931, -0.049071744084358215, -0.04973546788096428, -0.05237169563770294, 0.03888620063662529, -0.012627502903342247, -0.029852764680981636, 0.06629118323326111, 0.11194230616092682, -0.061922457069158554, -0.06858310848474503, 0.06536244601011276, -0.029726700857281685, -0.003926862496882677, -0.043617378920316696, -0.04400668293237686, 0.09197808057069778, -0.03772498667240143, -0.06420345604419708, -0.06515754759311676, 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "embeddings": [-0.01682751625776291, 0.044853467494249344, -0.02427399344742298, 0.019526232033967972, -0.02260245941579342, -0.02364928461611271, -0.008829304948449135, -0.0010938029736280441, -0.03609094396233559, 0.0002817685599438846, -0.018739674240350723, -0.03417038917541504, -0.003862546756863594, -0.037164438515901566, -0.08567661792039871, 0.038517385721206665, 0.04341655224561691, 0.03751537576317787, 0.03385096788406372, 0.08904548734426498, 0.0018377407686784863, 0.008340608328580856, 0.03759521245956421, 0.02481389231979847, -0.027865441516041756, -0.04453030973672867, 0.00808127224445343, -0.003838210366666317, -0.021035296842455864, -0.07071445882320404, -0.06779080629348755, 0.04234655573964119, 0.01738337054848671, -0.014189333654940128, 0.013577292673289776, 0.07574520260095596, 0.06995886564254761, -0.039838001132011414, 0.050228819251060486, 0.0009188558324240148, 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"af74b2e5414979a734e3765deb30cb33", "text": "As we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", "embeddings": [0.03848652541637421, 0.07322842627763748, -0.039086371660232544, 0.014992752112448215, 0.0782385915517807, -0.026279285550117493, 0.07023986428976059, -0.0001279494317714125, -0.058713387697935104, -0.07570464164018631, 0.02176794223487377, -0.0005701213958673179, -0.0019813489634543657, -0.07120512425899506, -0.03209613263607025, -0.02752888761460781, -0.1049681082367897, -0.014891864731907845, 0.004007284063845873, 0.00852011889219284, -0.05432821437716484, 0.07113152742385864, 0.001230935798957944, 0.041040707379579544, 0.046427223831415176, -0.0405488945543766, -0.006561534013599157, 0.023826558142900467, 0.03458769991993904, -0.053628306835889816, 0.09278160333633423, -0.006737314630299807, 0.05220581963658333, -0.036295779049396515, -0.0485057532787323, 0.11319926381111145, 0.027510428801178932, -0.014265256933867931, 0.010309591889381409, -0.01602257788181305, -0.005835033021867275, 0.0045592039823532104, -0.06903189420700073, 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "embeddings": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 0.055381521582603455, 0.059564560651779175, 0.015745751559734344, 0.09562661498785019, 0.010293334722518921, -0.04083289951086044, -0.08257907629013062, -0.03238358721137047, -0.014912012033164501, -0.0198091808706522, -0.01337512768805027, -0.020495573058724403, 0.002414087299257517, -0.06527095288038254, 0.01364147663116455, -0.033934954553842545, 0.050227586179971695, 0.0013295856770128012, 0.08505179733037949, -0.00859166868031025, 0.0372328907251358, -0.04048413783311844, 0.02850324660539627, -0.040489185601472855, -0.014602068811655045, 0.025089364498853683, -0.06689489632844925, 0.03795711323618889, -0.030162107199430466, -0.028193792328238487, 0.031401507556438446, -0.060299064964056015, 0.07824402302503586, 0.0417218841612339, -0.00280062691308558, 0.015016979537904263, 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dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "embeddings": [0.04131437838077545, 0.010438342578709126, -0.029227782040834427, 0.1221429705619812, 0.04667265713214874, 0.006988010834902525, 0.0879746824502945, 0.01658152975142002, 0.03387213870882988, -0.05106586217880249, -0.008163172751665115, 0.01942339539527893, 0.009290399961173534, -0.04159928858280182, -0.05286703631281853, -0.03266151621937752, -0.038281168788671494, 0.05058445408940315, -0.008906042203307152, 0.045186761766672134, 0.020186468958854675, 0.0016097123734652996, -0.031074801459908485, 0.037382230162620544, -0.06611403822898865, 0.008967640809714794, -0.0006455020047724247, -0.09537012130022049, 0.020525731146335602, -0.04392102733254433, -0.04517001286149025, 0.08344835788011551, -0.04777715727686882, 0.016811847686767578, -0.08461599797010422, 0.056300051510334015, 0.03214816376566887, 0.026472169905900955, 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", "embeddings": [0.037358030676841736, -0.020528586581349373, -0.0796353816986084, 0.07023921608924866, -0.06806978583335876, -0.053695108741521835, 0.07401636987924576, 0.012273840606212616, 0.033039968460798264, -0.045149460434913635, -0.012830198742449284, -0.011274494230747223, 0.02671178989112377, -0.06151292100548744, -0.02749647945165634, -0.023190999403595924, -0.060615431517362595, -0.05463779345154762, 0.021168455481529236, 0.1274556964635849, 0.028768477961421013, -0.046644821763038635, -0.035690709948539734, 0.06094501167535782, -0.06838582456111908, -0.013283107429742813, -0.027634529396891594, -0.035816628485918045, 0.04861142858862877, -0.09768129140138626, -0.0510096400976181, 0.08331329375505447, -0.09209876507520676, 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "embeddings": [0.029347889125347137, -0.04517943039536476, -0.10511812567710876, -0.024585271254181862, -0.007356676738709211, -0.08651377260684967, 0.022096142172813416, -0.020169580355286598, 0.06375181674957275, -0.09861749410629272, -0.05085907503962517, 0.02313208393752575, 0.06010859087109566, -0.10936880111694336, -0.014296606183052063, -0.012459876947104931, -0.049071744084358215, -0.04973546788096428, -0.05237169563770294, 0.03888620063662529, -0.012627502903342247, -0.029852764680981636, 0.06629118323326111, 0.11194230616092682, -0.061922457069158554, -0.06858310848474503, 0.06536244601011276, -0.029726700857281685, -0.003926862496882677, -0.043617378920316696, -0.04400668293237686, 0.09197808057069778, -0.03772498667240143, -0.06420345604419708, -0.06515754759311676, 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", "embeddings": [-0.08342055231332779, 0.052118003368377686, 0.00927137490361929, 0.00821769516915083, -0.01837557926774025, -0.022791797295212746, 0.0005622926400974393, 0.015177621506154537, -0.044368308037519455, -0.03960308060050011, 0.02673662267625332, 0.017424117773771286, 0.03634529188275337, -0.05126689001917839, -0.11323326081037521, 0.023094939067959785, 0.03664935380220413, 0.0706443339586258, -0.010426182299852371, 0.05276356637477875, 0.028232764452695847, -0.00017360948550049216, 0.03809289634227753, 0.07166895270347595, 0.010475720278918743, -0.037191905081272125, -0.0024140281602740288, -0.029270833358168602, -0.006603992078453302, -0.02663854882121086, -0.06387452781200409, 0.010723570361733437, -0.02904103510081768, 0.05121173709630966, -0.010028553195297718, 0.0959436297416687, 0.09057556092739105, 0.0009347658487968147, -0.003882128046825528, 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b/test/integration/connectors/expected_results/mongodb/file_data/659daefa21dd8c9054b084b7.json index 6c1aaad04..a7e0fd4ee 100644 --- a/test/integration/connectors/expected_results/mongodb/file_data/659daefa21dd8c9054b084b7.json +++ b/test/integration/connectors/expected_results/mongodb/file_data/659daefa21dd8c9054b084b7.json @@ -2,34 +2,29 @@ "identifier": "659daefa21dd8c9054b084b7", "connector_type": "mongodb", "source_identifiers": { - "filename": "659daefa21dd8c9054b084b7", - "fullpath": "659daefa21dd8c9054b084b7", - "rel_path": "659daefa21dd8c9054b084b7" + "filename": "659daefa21dd8c9054b084b7.txt", + "fullpath": "659daefa21dd8c9054b084b7.txt", + "rel_path": null }, - "doc_type": "batch", "metadata": { "url": null, "version": null, "record_locator": { "database": "ingest-test-db", "collection": "sample-mongodb-data", - "document_id": "659daefa21dd8c9054b084b9" + "document_id": "659daefa21dd8c9054b084b7" }, "date_created": "2024-01-09T20:39:22+00:00", "date_modified": null, - 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a/test/integration/connectors/expected_results/mongodb/file_data/659daefa21dd8c9054b084b8.json +++ b/test/integration/connectors/expected_results/mongodb/file_data/659daefa21dd8c9054b084b8.json @@ -2,34 +2,29 @@ "identifier": "659daefa21dd8c9054b084b8", "connector_type": "mongodb", "source_identifiers": { - "filename": "659daefa21dd8c9054b084b8", - "fullpath": "659daefa21dd8c9054b084b8", - "rel_path": "659daefa21dd8c9054b084b8" + "filename": "659daefa21dd8c9054b084b8.txt", + "fullpath": "659daefa21dd8c9054b084b8.txt", + "rel_path": null }, - "doc_type": "batch", "metadata": { "url": null, "version": null, "record_locator": { "database": "ingest-test-db", "collection": "sample-mongodb-data", - "document_id": "659daefa21dd8c9054b084b9" + "document_id": "659daefa21dd8c9054b084b8" }, "date_created": "2024-01-09T20:39:22+00:00", "date_modified": null, - "date_processed": "1732220437.5323362", + "date_processed": "1734616944.92011", "permissions_data": null, "filesize_bytes": null }, 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b/test/integration/connectors/expected_results/opensearch/file_data/movies-1.json index 96b944675..3f4d8692d 100644 --- a/test/integration/connectors/expected_results/opensearch/file_data/movies-1.json +++ b/test/integration/connectors/expected_results/opensearch/file_data/movies-1.json @@ -6,9 +6,8 @@ "fullpath": "movies-1.txt", "rel_path": null }, - "doc_type": "file", "metadata": { - "url": null, + "url": "http://localhost:9200/movies", "version": "1", "record_locator": { "hosts": [ @@ -19,12 +18,14 @@ }, "date_created": null, "date_modified": null, - "date_processed": "1731962225.370639", + "date_processed": "1734441717.4254642", "permissions_data": null, "filesize_bytes": null }, - "additional_metadata": {}, + "additional_metadata": { + "index_name": "movies" + }, "reprocess": false, - "local_download_path": null, + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpz9m4m2ia/movies-1.txt", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/opensearch/file_data/movies-2.json b/test/integration/connectors/expected_results/opensearch/file_data/movies-2.json index 6669ce589..62615f840 100644 --- a/test/integration/connectors/expected_results/opensearch/file_data/movies-2.json +++ b/test/integration/connectors/expected_results/opensearch/file_data/movies-2.json @@ -6,9 +6,8 @@ "fullpath": "movies-2.txt", "rel_path": null }, - "doc_type": "file", "metadata": { - "url": null, + "url": "http://localhost:9200/movies", "version": "1", "record_locator": { "hosts": [ @@ -19,12 +18,14 @@ }, "date_created": null, "date_modified": null, - "date_processed": "1731962225.370782", + "date_processed": "1734441717.4256551", "permissions_data": null, "filesize_bytes": null }, - "additional_metadata": {}, + "additional_metadata": { + "index_name": "movies" + }, "reprocess": false, - "local_download_path": null, + "local_download_path": 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We had been tracking the maleficar for days, and finally had him cornered... or so we thought.\n\nAs we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 1, + "orig_elements": 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 1, + "orig_elements": "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" + } + } + }, + { + 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 1, + "orig_elements": 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 1, + "orig_elements": 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 1, + "orig_elements": 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 1, + "orig_elements": 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 2, + "orig_elements": "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" + } + } + }, + { + "_index": "mock_index", + "_id": "1175c598-7149-57cd-9067-ef9cd3b3b66e", + "_source": { + 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 2, + "orig_elements": "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" + } + } + }, + { + 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 2, + "orig_elements": 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 2, + "orig_elements": 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 2, + "orig_elements": 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 2, + "orig_elements": 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 3, + "orig_elements": "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" + } + } + }, + { + "_index": "mock_index", + "_id": "8fdaccb4-eeae-5814-a84a-c063cc92742f", + "_source": { + 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 3, + "orig_elements": "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" + } + } + }, + { + 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 3, + "orig_elements": 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 3, + "orig_elements": 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 3, + "orig_elements": 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", + "type": "CompositeElement", + "record_id": "mock file data", + "metadata": { + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "filetype": "application/json", + "languages": [ + "eng" + ], + "page_number": 3, + "orig_elements": "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" + } + } + } +] \ No newline at end of file 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We had been tracking the maleficar for days, and finally had him cornered... or so we thought.\n\nAs we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.", "type": "CompositeElement", "record_id": "mock file data", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 1, "orig_elements": 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "type": "CompositeElement", "record_id": "mock file data", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 1, "orig_elements": "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"}}} +{"_index": "mock_index", "_id": 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "type": "CompositeElement", "record_id": "mock file data", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 1, "orig_elements": 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Should the demon get the upper hand, the result is an unholy union known as an abomination. 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "type": "CompositeElement", "record_id": "mock file data", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 1, "orig_elements": 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "type": "CompositeElement", "record_id": "mock file data", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 2, "orig_elements": "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"}}} +{"_index": "mock_index", "_id": 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "type": "CompositeElement", "record_id": "mock file data", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 2, "orig_elements": 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Should the demon get the upper hand, the result is an unholy union known as an abomination. 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "type": "CompositeElement", "record_id": "mock file data", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 2, "orig_elements": 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "type": "CompositeElement", "record_id": "mock file data", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 3, "orig_elements": "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"}}} +{"_index": "mock_index", "_id": 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "type": "CompositeElement", "record_id": "mock file data", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 3, "orig_elements": 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Should the demon get the upper hand, the result is an unholy union known as an abomination. 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", "type": "CompositeElement", "record_id": "mock file data", "metadata": {"filename": "DA-1p-with-duplicate-pages.pdf.json", "filetype": "application/json", "languages": ["eng"], "page_number": 3, "orig_elements": "eJzNUrFu2zAQ/ZUD59i1JMKWsgXokCxBh3RKAuNEHiWiEkmQVF0jyL/3qCSAUXTJFkGD7r3H93THe3wRNNFMLh+tFtcgqnrXqaZtD1I2qqpbU0mJut7zY2quxRWImTJqzMj6F1E+jskvUVGpX5k3diKHc6nF95tNFTYnm8eNXsJkFWbaBBwobYM24l2dz2FVY3iTWO++vdMTumEpeuYfBblBPDNaHI5umXuKjDclNdOfXDxuokJHcOtj9LE4fJg/2DyRYOm/PbdVZypTy74ludv1ndwbSVztWp5FT/Jr9rwi8RM3dzmkJ/EzeAeYFDlt3QDZQx4JEinvNJjJ+wjerFj2J4pXcCJ+I8EQiTJp6M+AXCyU/MwH7TDma0YiDgOzyk8TqdJUsem9o8THMa5ZbBp9zwhTzHwEJXKWY8mpEV2mmLZwByNq+OX8ycFIEQzzZ7ZJ/D+Y1chJBY5oE3Hm4viKUwKeaZmMVcRC5IbYABJHnJBJmEsfYQmB8uq4dqBp9m77JC5X5h5j5Jv5TQ9lbv9ZnWp/kB3vjOq6inSrpD60TYO95Btoqu6Lrs7lJuwv+/3Buvs32evzXyI+VF4="}}} diff --git 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We had been tracking the maleficar for days, and finally had him cornered... or so we thought.\n\nAs we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.", + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "page_number": 1, + "record_id": "mock file data" + } + }, + { + "id": "mock file data#c494bb2b-fe74-5a86-847b-901e4bbabd31", + "values": [ + 0.06515897065401077, + 0.08165230602025986, + -0.10411985963582993, + 0.011494919657707214, + 0.037635743618011475, + 0.0007202195702120662, + 0.02381136454641819, + 0.0034838682040572166, + -0.02911505103111267, + -0.07098130881786346, + 0.040065743029117584, + -0.004433871246874332, + -0.028157107532024384, + -0.07502378523349762, + 0.029821500182151794, + -0.045093756169080734, + -0.09928543865680695, + 0.02400234527885914, + 0.0453975573182106, + 0.009584392420947552, + -0.0010586134158074856, + 0.03824637457728386, + 0.021779870614409447, + 0.020116383209824562, + 0.014940004795789719, + -0.059104498475790024, + -0.021776381880044937, + 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But he was human no longer.", + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "page_number": 1, + "record_id": "mock file data" + } + }, + { + "id": "mock file data#bee11275-4a1a-54e4-a1ba-285aa9029e29", + "values": [ + -0.03250373527407646, + 0.11405647546052933, + -0.032587453722953796, + 0.055381521582603455, + 0.059564560651779175, + 0.015745751559734344, + 0.09562661498785019, + 0.010293334722518921, + -0.04083289951086044, + -0.08257907629013062, + -0.03238358721137047, + -0.014912012033164501, + -0.0198091808706522, + -0.01337512768805027, + -0.020495573058724403, + 0.002414087299257517, + -0.06527095288038254, + 0.01364147663116455, + -0.033934954553842545, + 0.050227586179971695, + 0.0013295856770128012, + 0.08505179733037949, + -0.00859166868031025, + 0.0372328907251358, + -0.04048413783311844, + 0.02850324660539627, + -0.040489185601472855, + -0.014602068811655045, + 0.025089364498853683, + -0.06689489632844925, + 0.03795711323618889, + -0.030162107199430466, + 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "page_number": 1, + "record_id": "mock file data" + } + }, + { + "id": "mock file data#fd588800-c06b-5a51-8184-5deb7d7dac9d", + "values": [ + 0.04131437838077545, + 0.010438342578709126, + -0.029227782040834427, + 0.1221429705619812, + 0.04667265713214874, + 0.006988010834902525, + 0.0879746824502945, + 0.01658152975142002, + 0.03387213870882988, + -0.05106586217880249, + -0.008163172751665115, + 0.01942339539527893, + 0.009290399961173534, + -0.04159928858280182, + -0.05286703631281853, + -0.03266151621937752, + -0.038281168788671494, + 0.05058445408940315, + -0.008906042203307152, + 0.045186761766672134, + 0.020186468958854675, + 0.0016097123734652996, + -0.031074801459908485, + 0.037382230162620544, + -0.06611403822898865, + 0.008967640809714794, + -0.0006455020047724247, + -0.09537012130022049, + 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their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "page_number": 1, + "record_id": "mock file data" + } + }, + { + "id": "mock file data#581ab7f4-0d0e-522c-9765-2210c65ff896", + "values": [ + 0.037358030676841736, + -0.020528586581349373, + -0.0796353816986084, + 0.07023921608924866, + -0.06806978583335876, + -0.053695108741521835, + 0.07401636987924576, + 0.012273840606212616, + 0.033039968460798264, + -0.045149460434913635, + -0.012830198742449284, + -0.011274494230747223, + 0.02671178989112377, + -0.06151292100548744, + -0.02749647945165634, + -0.023190999403595924, + -0.060615431517362595, + -0.05463779345154762, + 0.021168455481529236, + 0.1274556964635849, + 0.028768477961421013, + -0.046644821763038635, + -0.035690709948539734, + 0.06094501167535782, + -0.06838582456111908, + -0.013283107429742813, + -0.027634529396891594, + 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "page_number": 1, + "record_id": "mock file data" + } + }, + { + "id": "mock file data#a25cda50-8120-53a1-b7a2-793053901312", + "values": [ + -0.0658377856016159, + 0.04694965109229088, + -0.048287831246852875, + 0.03567894920706749, + -0.028093447908759117, + -0.03130354359745979, + 0.07627890259027481, + -0.023010844364762306, + -0.0734153613448143, + -0.08336124569177628, + 0.009985331445932388, + 0.014922182075679302, + 0.05222383514046669, + 0.008468899875879288, + -0.04162130132317543, + -0.047850556671619415, + -0.03373943269252777, + -0.012886933982372284, + -0.06582845002412796, + 0.04588285833597183, + -0.0007262181024998426, + 0.033195216208696365, + 0.07079841196537018, + 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "page_number": 1, + "record_id": "mock file data" + } + }, + { + "id": "mock file data#3d2d1a35-0f47-5341-bfc0-f226678e7024", + "values": [ + -0.01682751625776291, + 0.044853467494249344, + -0.02427399344742298, + 0.019526232033967972, + -0.02260245941579342, + -0.02364928461611271, + -0.008829304948449135, + -0.0010938029736280441, + -0.03609094396233559, + 0.0002817685599438846, + -0.018739674240350723, + -0.03417038917541504, + -0.003862546756863594, + -0.037164438515901566, + -0.08567661792039871, + 0.038517385721206665, + 0.04341655224561691, + 0.03751537576317787, + 0.03385096788406372, + 0.08904548734426498, + 0.0018377407686784863, + 0.008340608328580856, + 0.03759521245956421, + 0.02481389231979847, + 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senior enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "page_number": 1, + "record_id": "mock file data" + } + }, + { + "id": "mock file data#e6dce9a7-8531-566f-8ca1-0cef99a6bb5c", + "values": [ + 0.03848652541637421, + 0.07322842627763748, + -0.039086371660232544, + 0.014992752112448215, + 0.0782385915517807, + -0.026279285550117493, + 0.07023986428976059, + -0.0001279494317714125, + -0.058713387697935104, + -0.07570464164018631, + 0.02176794223487377, + -0.0005701213958673179, + -0.0019813489634543657, + -0.07120512425899506, + -0.03209613263607025, + -0.02752888761460781, + -0.1049681082367897, + -0.014891864731907845, + 0.004007284063845873, + 0.00852011889219284, + -0.05432821437716484, + 0.07113152742385864, + 0.001230935798957944, + 0.041040707379579544, + 0.046427223831415176, + -0.0405488945543766, + -0.006561534013599157, + 0.023826558142900467, + 0.03458769991993904, + 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "page_number": 2, + "record_id": "mock file data" + } + }, + { + "id": "mock file data#1175c598-7149-57cd-9067-ef9cd3b3b66e", + "values": [ + -0.03250373527407646, + 0.11405647546052933, + -0.032587453722953796, + 0.055381521582603455, + 0.059564560651779175, + 0.015745751559734344, + 0.09562661498785019, + 0.010293334722518921, + -0.04083289951086044, + -0.08257907629013062, + -0.03238358721137047, + -0.014912012033164501, + -0.0198091808706522, + -0.01337512768805027, + -0.020495573058724403, + 0.002414087299257517, + -0.06527095288038254, + 0.01364147663116455, + -0.033934954553842545, + 0.050227586179971695, + 0.0013295856770128012, + 0.08505179733037949, + -0.00859166868031025, + 0.0372328907251358, + -0.04048413783311844, + 0.02850324660539627, + -0.040489185601472855, + -0.014602068811655045, + 0.025089364498853683, + -0.06689489632844925, + 0.03795711323618889, + -0.030162107199430466, + 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "page_number": 2, + "record_id": "mock file data" + } + }, + { + "id": "mock file data#f591c8f8-225d-583e-bdb1-2b7c7ba0037e", + "values": [ + 0.04131437838077545, + 0.010438342578709126, + -0.029227782040834427, + 0.1221429705619812, + 0.04667265713214874, + 0.006988010834902525, + 0.0879746824502945, + 0.01658152975142002, + 0.03387213870882988, + -0.05106586217880249, + -0.008163172751665115, + 0.01942339539527893, + 0.009290399961173534, + -0.04159928858280182, + -0.05286703631281853, + -0.03266151621937752, + -0.038281168788671494, + 0.05058445408940315, + -0.008906042203307152, + 0.045186761766672134, + 0.020186468958854675, + 0.0016097123734652996, + -0.031074801459908485, + 0.037382230162620544, + -0.06611403822898865, + 0.008967640809714794, + -0.0006455020047724247, + -0.09537012130022049, + 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their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "page_number": 2, + "record_id": "mock file data" + } + }, + { + "id": "mock file data#847b235f-d550-5ed6-abc1-03746ded2a3f", + "values": [ + 0.037358030676841736, + -0.020528586581349373, + -0.0796353816986084, + 0.07023921608924866, + -0.06806978583335876, + -0.053695108741521835, + 0.07401636987924576, + 0.012273840606212616, + 0.033039968460798264, + -0.045149460434913635, + -0.012830198742449284, + -0.011274494230747223, + 0.02671178989112377, + -0.06151292100548744, + -0.02749647945165634, + -0.023190999403595924, + -0.060615431517362595, + -0.05463779345154762, + 0.021168455481529236, + 0.1274556964635849, + 0.028768477961421013, + -0.046644821763038635, + -0.035690709948539734, + 0.06094501167535782, + -0.06838582456111908, + -0.013283107429742813, + -0.027634529396891594, + 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "page_number": 2, + "record_id": "mock file data" + } + }, + { + "id": "mock file data#513653fc-673a-52f0-a8e3-4e391e582fb0", + "values": [ + -0.0658377856016159, + 0.04694965109229088, + -0.048287831246852875, + 0.03567894920706749, + -0.028093447908759117, + -0.03130354359745979, + 0.07627890259027481, + -0.023010844364762306, + -0.0734153613448143, + -0.08336124569177628, + 0.009985331445932388, + 0.014922182075679302, + 0.05222383514046669, + 0.008468899875879288, + -0.04162130132317543, + -0.047850556671619415, + -0.03373943269252777, + -0.012886933982372284, + -0.06582845002412796, + 0.04588285833597183, + -0.0007262181024998426, + 0.033195216208696365, + 0.07079841196537018, + 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "page_number": 2, + "record_id": "mock file data" + } + }, + { + "id": "mock file data#938a229b-796e-5a20-a4cd-e0c64e584645", + "values": [ + -0.01682751625776291, + 0.044853467494249344, + -0.02427399344742298, + 0.019526232033967972, + -0.02260245941579342, + -0.02364928461611271, + -0.008829304948449135, + -0.0010938029736280441, + -0.03609094396233559, + 0.0002817685599438846, + -0.018739674240350723, + -0.03417038917541504, + -0.003862546756863594, + -0.037164438515901566, + -0.08567661792039871, + 0.038517385721206665, + 0.04341655224561691, + 0.03751537576317787, + 0.03385096788406372, + 0.08904548734426498, + 0.0018377407686784863, + 0.008340608328580856, + 0.03759521245956421, + 0.02481389231979847, + 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senior enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "page_number": 2, + "record_id": "mock file data" + } + }, + { + "id": "mock file data#03137838-f999-575d-8850-23d7b69c1506", + "values": [ + 0.03848652541637421, + 0.07322842627763748, + -0.039086371660232544, + 0.014992752112448215, + 0.0782385915517807, + -0.026279285550117493, + 0.07023986428976059, + -0.0001279494317714125, + -0.058713387697935104, + -0.07570464164018631, + 0.02176794223487377, + -0.0005701213958673179, + -0.0019813489634543657, + -0.07120512425899506, + -0.03209613263607025, + -0.02752888761460781, + -0.1049681082367897, + -0.014891864731907845, + 0.004007284063845873, + 0.00852011889219284, + -0.05432821437716484, + 0.07113152742385864, + 0.001230935798957944, + 0.041040707379579544, + 0.046427223831415176, + -0.0405488945543766, + -0.006561534013599157, + 0.023826558142900467, + 0.03458769991993904, + 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "page_number": 3, + "record_id": "mock file data" + } + }, + { + "id": "mock file data#8fdaccb4-eeae-5814-a84a-c063cc92742f", + "values": [ + -0.03250373527407646, + 0.11405647546052933, + -0.032587453722953796, + 0.055381521582603455, + 0.059564560651779175, + 0.015745751559734344, + 0.09562661498785019, + 0.010293334722518921, + -0.04083289951086044, + -0.08257907629013062, + -0.03238358721137047, + -0.014912012033164501, + -0.0198091808706522, + -0.01337512768805027, + -0.020495573058724403, + 0.002414087299257517, + -0.06527095288038254, + 0.01364147663116455, + -0.033934954553842545, + 0.050227586179971695, + 0.0013295856770128012, + 0.08505179733037949, + -0.00859166868031025, + 0.0372328907251358, + -0.04048413783311844, + 0.02850324660539627, + -0.040489185601472855, + -0.014602068811655045, + 0.025089364498853683, + -0.06689489632844925, + 0.03795711323618889, + -0.030162107199430466, + 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "page_number": 3, + "record_id": "mock file data" + } + }, + { + "id": "mock file data#5b8c2361-c2cf-522a-a8e3-ee00730ba6ed", + "values": [ + 0.04131437838077545, + 0.010438342578709126, + -0.029227782040834427, + 0.1221429705619812, + 0.04667265713214874, + 0.006988010834902525, + 0.0879746824502945, + 0.01658152975142002, + 0.03387213870882988, + -0.05106586217880249, + -0.008163172751665115, + 0.01942339539527893, + 0.009290399961173534, + -0.04159928858280182, + -0.05286703631281853, + -0.03266151621937752, + -0.038281168788671494, + 0.05058445408940315, + -0.008906042203307152, + 0.045186761766672134, + 0.020186468958854675, + 0.0016097123734652996, + -0.031074801459908485, + 0.037382230162620544, + -0.06611403822898865, + 0.008967640809714794, + -0.0006455020047724247, + -0.09537012130022049, + 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their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "page_number": 3, + "record_id": "mock file data" + } + }, + { + "id": "mock file data#51140822-0051-5378-ba34-af746e8ada0b", + "values": [ + 0.037358030676841736, + -0.020528586581349373, + -0.0796353816986084, + 0.07023921608924866, + -0.06806978583335876, + -0.053695108741521835, + 0.07401636987924576, + 0.012273840606212616, + 0.033039968460798264, + -0.045149460434913635, + -0.012830198742449284, + -0.011274494230747223, + 0.02671178989112377, + -0.06151292100548744, + -0.02749647945165634, + -0.023190999403595924, + -0.060615431517362595, + -0.05463779345154762, + 0.021168455481529236, + 0.1274556964635849, + 0.028768477961421013, + -0.046644821763038635, + -0.035690709948539734, + 0.06094501167535782, + -0.06838582456111908, + -0.013283107429742813, + -0.027634529396891594, + 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "page_number": 3, + "record_id": "mock file data" + } + }, + { + "id": "mock file data#0e257a84-a3a5-5b77-a9cf-b56f18ded23b", + "values": [ + -0.0658377856016159, + 0.04694965109229088, + -0.048287831246852875, + 0.03567894920706749, + -0.028093447908759117, + -0.03130354359745979, + 0.07627890259027481, + -0.023010844364762306, + -0.0734153613448143, + -0.08336124569177628, + 0.009985331445932388, + 0.014922182075679302, + 0.05222383514046669, + 0.008468899875879288, + -0.04162130132317543, + -0.047850556671619415, + -0.03373943269252777, + -0.012886933982372284, + -0.06582845002412796, + 0.04588285833597183, + -0.0007262181024998426, + 0.033195216208696365, + 0.07079841196537018, + 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "page_number": 3, + "record_id": "mock file data" + } + }, + { + "id": "mock file data#6e0cae4d-b264-5004-93c8-25d1d2e5de9d", + "values": [ + -0.08342055231332779, + 0.052118003368377686, + 0.00927137490361929, + 0.00821769516915083, + -0.01837557926774025, + -0.022791797295212746, + 0.0005622926400974393, + 0.015177621506154537, + -0.044368308037519455, + -0.03960308060050011, + 0.02673662267625332, + 0.017424117773771286, + 0.03634529188275337, + -0.05126689001917839, + -0.11323326081037521, + 0.023094939067959785, + 0.03664935380220413, + 0.0706443339586258, + -0.010426182299852371, + 0.05276356637477875, + 0.028232764452695847, + -0.00017360948550049216, + 0.03809289634227753, + 0.07166895270347595, + 0.010475720278918743, 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", + "filename": "DA-1p-with-duplicate-pages.pdf.json", + "page_number": 3, + "record_id": "mock file data" + } + } +] \ No newline at end of file diff --git a/test/integration/connectors/expected_results/pinecone/stager/DA-1p-with-duplicate-pages.pdf.ndjson b/test/integration/connectors/expected_results/pinecone/stager/DA-1p-with-duplicate-pages.pdf.ndjson new file mode 100644 index 000000000..466f7d63f --- /dev/null +++ b/test/integration/connectors/expected_results/pinecone/stager/DA-1p-with-duplicate-pages.pdf.ndjson @@ -0,0 +1,22 @@ +{"id": "mock file data#eea3f378-4ccb-5911-87f0-433a74bb3bad", "values": [0.07777129113674164, 0.0606350377202034, 0.016699742525815964, 0.025474421679973602, 0.05472065135836601, -0.03785642236471176, 0.06506576389074326, -0.017842525616288185, -0.03878961130976677, 0.028590677306056023, -0.02399466559290886, -0.09211020171642303, 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We had been tracking the maleficar for days, and finally had him cornered... or so we thought.\n\nAs we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.", "filename": "DA-1p-with-duplicate-pages.pdf.json", "page_number": 1, "record_id": "mock file data"}} +{"id": "mock file data#c494bb2b-fe74-5a86-847b-901e4bbabd31", "values": [0.06515897065401077, 0.08165230602025986, -0.10411985963582993, 0.011494919657707214, 0.037635743618011475, 0.0007202195702120662, 0.02381136454641819, 0.0034838682040572166, -0.02911505103111267, -0.07098130881786346, 0.040065743029117584, -0.004433871246874332, -0.028157107532024384, -0.07502378523349762, 0.029821500182151794, -0.045093756169080734, -0.09928543865680695, 0.02400234527885914, 0.0453975573182106, 0.009584392420947552, -0.0010586134158074856, 0.03824637457728386, 0.021779870614409447, 0.020116383209824562, 0.014940004795789719, -0.059104498475790024, -0.021776381880044937, -0.0059412759728729725, 0.09218966215848923, -0.01688700169324875, 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But he was human no longer.", "filename": "DA-1p-with-duplicate-pages.pdf.json", "page_number": 1, "record_id": "mock file data"}} +{"id": "mock file data#bee11275-4a1a-54e4-a1ba-285aa9029e29", "values": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 0.055381521582603455, 0.059564560651779175, 0.015745751559734344, 0.09562661498785019, 0.010293334722518921, -0.04083289951086044, -0.08257907629013062, -0.03238358721137047, -0.014912012033164501, -0.0198091808706522, -0.01337512768805027, -0.020495573058724403, 0.002414087299257517, -0.06527095288038254, 0.01364147663116455, -0.033934954553842545, 0.050227586179971695, 0.0013295856770128012, 0.08505179733037949, -0.00859166868031025, 0.0372328907251358, -0.04048413783311844, 0.02850324660539627, -0.040489185601472855, -0.014602068811655045, 0.025089364498853683, -0.06689489632844925, 0.03795711323618889, -0.030162107199430466, -0.028193792328238487, 0.031401507556438446, -0.060299064964056015, 0.07824402302503586, 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "filename": "DA-1p-with-duplicate-pages.pdf.json", "page_number": 1, "record_id": "mock file data"}} +{"id": "mock file data#fd588800-c06b-5a51-8184-5deb7d7dac9d", "values": [0.04131437838077545, 0.010438342578709126, -0.029227782040834427, 0.1221429705619812, 0.04667265713214874, 0.006988010834902525, 0.0879746824502945, 0.01658152975142002, 0.03387213870882988, -0.05106586217880249, -0.008163172751665115, 0.01942339539527893, 0.009290399961173534, -0.04159928858280182, -0.05286703631281853, -0.03266151621937752, -0.038281168788671494, 0.05058445408940315, -0.008906042203307152, 0.045186761766672134, 0.020186468958854675, 0.0016097123734652996, -0.031074801459908485, 0.037382230162620544, -0.06611403822898865, 0.008967640809714794, -0.0006455020047724247, -0.09537012130022049, 0.020525731146335602, -0.04392102733254433, -0.04517001286149025, 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that mages are able to walk the Fade while completely aware of their surroundings, unlike most others who may only enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "filename": "DA-1p-with-duplicate-pages.pdf.json", "page_number": 1, "record_id": "mock file data"}} +{"id": "mock file data#581ab7f4-0d0e-522c-9765-2210c65ff896", "values": [0.037358030676841736, -0.020528586581349373, -0.0796353816986084, 0.07023921608924866, -0.06806978583335876, -0.053695108741521835, 0.07401636987924576, 0.012273840606212616, 0.033039968460798264, -0.045149460434913635, -0.012830198742449284, -0.011274494230747223, 0.02671178989112377, -0.06151292100548744, -0.02749647945165634, -0.023190999403595924, -0.060615431517362595, -0.05463779345154762, 0.021168455481529236, 0.1274556964635849, 0.028768477961421013, -0.046644821763038635, -0.035690709948539734, 0.06094501167535782, -0.06838582456111908, -0.013283107429742813, -0.027634529396891594, -0.035816628485918045, 0.04861142858862877, -0.09768129140138626, 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making some kind of deal depending on the strength of the mage. Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", "filename": "DA-1p-with-duplicate-pages.pdf.json", "page_number": 1, "record_id": "mock file data"}} +{"id": "mock file data#a25cda50-8120-53a1-b7a2-793053901312", "values": [-0.0658377856016159, 0.04694965109229088, -0.048287831246852875, 0.03567894920706749, -0.028093447908759117, -0.03130354359745979, 0.07627890259027481, -0.023010844364762306, -0.0734153613448143, -0.08336124569177628, 0.009985331445932388, 0.014922182075679302, 0.05222383514046669, 0.008468899875879288, -0.04162130132317543, -0.047850556671619415, -0.03373943269252777, -0.012886933982372284, -0.06582845002412796, 0.04588285833597183, -0.0007262181024998426, 0.033195216208696365, 0.07079841196537018, 0.013285956345498562, -0.05092621594667435, -0.01865871250629425, 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "filename": "DA-1p-with-duplicate-pages.pdf.json", "page_number": 1, "record_id": "mock file data"}} +{"id": "mock file data#3d2d1a35-0f47-5341-bfc0-f226678e7024", "values": [-0.01682751625776291, 0.044853467494249344, -0.02427399344742298, 0.019526232033967972, -0.02260245941579342, -0.02364928461611271, -0.008829304948449135, -0.0010938029736280441, -0.03609094396233559, 0.0002817685599438846, -0.018739674240350723, -0.03417038917541504, -0.003862546756863594, -0.037164438515901566, -0.08567661792039871, 0.038517385721206665, 0.04341655224561691, 0.03751537576317787, 0.03385096788406372, 0.08904548734426498, 0.0018377407686784863, 0.008340608328580856, 0.03759521245956421, 0.02481389231979847, -0.027865441516041756, -0.04453030973672867, 0.00808127224445343, 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"text": "Arcane Horror\n\n\"Upon ascending to the second floor of the tower, we were greeted by a gruesome sight: a ragged collection of bones wearing the robes of one of the senior enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "filename": "DA-1p-with-duplicate-pages.pdf.json", "page_number": 1, "record_id": "mock file data"}} +{"id": "mock file data#e6dce9a7-8531-566f-8ca1-0cef99a6bb5c", "values": [0.03848652541637421, 0.07322842627763748, -0.039086371660232544, 0.014992752112448215, 0.0782385915517807, -0.026279285550117493, 0.07023986428976059, -0.0001279494317714125, -0.058713387697935104, -0.07570464164018631, 0.02176794223487377, -0.0005701213958673179, -0.0019813489634543657, -0.07120512425899506, -0.03209613263607025, -0.02752888761460781, -0.1049681082367897, -0.014891864731907845, 0.004007284063845873, 0.00852011889219284, -0.05432821437716484, 0.07113152742385864, 0.001230935798957944, 0.041040707379579544, 0.046427223831415176, -0.0405488945543766, -0.006561534013599157, 0.023826558142900467, 0.03458769991993904, -0.053628306835889816, 0.09278160333633423, -0.006737314630299807, 0.05220581963658333, 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", "filename": "DA-1p-with-duplicate-pages.pdf.json", "page_number": 2, "record_id": "mock file data"}} +{"id": "mock file data#1175c598-7149-57cd-9067-ef9cd3b3b66e", "values": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 0.055381521582603455, 0.059564560651779175, 0.015745751559734344, 0.09562661498785019, 0.010293334722518921, -0.04083289951086044, -0.08257907629013062, -0.03238358721137047, -0.014912012033164501, -0.0198091808706522, -0.01337512768805027, -0.020495573058724403, 0.002414087299257517, -0.06527095288038254, 0.01364147663116455, -0.033934954553842545, 0.050227586179971695, 0.0013295856770128012, 0.08505179733037949, -0.00859166868031025, 0.0372328907251358, -0.04048413783311844, 0.02850324660539627, -0.040489185601472855, -0.014602068811655045, 0.025089364498853683, -0.06689489632844925, 0.03795711323618889, -0.030162107199430466, -0.028193792328238487, 0.031401507556438446, -0.060299064964056015, 0.07824402302503586, 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "filename": "DA-1p-with-duplicate-pages.pdf.json", "page_number": 2, "record_id": "mock file data"}} +{"id": "mock file data#f591c8f8-225d-583e-bdb1-2b7c7ba0037e", "values": [0.04131437838077545, 0.010438342578709126, -0.029227782040834427, 0.1221429705619812, 0.04667265713214874, 0.006988010834902525, 0.0879746824502945, 0.01658152975142002, 0.03387213870882988, -0.05106586217880249, -0.008163172751665115, 0.01942339539527893, 0.009290399961173534, -0.04159928858280182, -0.05286703631281853, -0.03266151621937752, -0.038281168788671494, 0.05058445408940315, -0.008906042203307152, 0.045186761766672134, 0.020186468958854675, 0.0016097123734652996, -0.031074801459908485, 0.037382230162620544, -0.06611403822898865, 0.008967640809714794, -0.0006455020047724247, -0.09537012130022049, 0.020525731146335602, -0.04392102733254433, -0.04517001286149025, 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that mages are able to walk the Fade while completely aware of their surroundings, unlike most others who may only enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "filename": "DA-1p-with-duplicate-pages.pdf.json", "page_number": 2, "record_id": "mock file data"}} +{"id": "mock file data#847b235f-d550-5ed6-abc1-03746ded2a3f", "values": [0.037358030676841736, -0.020528586581349373, -0.0796353816986084, 0.07023921608924866, -0.06806978583335876, -0.053695108741521835, 0.07401636987924576, 0.012273840606212616, 0.033039968460798264, -0.045149460434913635, -0.012830198742449284, -0.011274494230747223, 0.02671178989112377, -0.06151292100548744, -0.02749647945165634, -0.023190999403595924, -0.060615431517362595, -0.05463779345154762, 0.021168455481529236, 0.1274556964635849, 0.028768477961421013, -0.046644821763038635, -0.035690709948539734, 0.06094501167535782, -0.06838582456111908, -0.013283107429742813, -0.027634529396891594, -0.035816628485918045, 0.04861142858862877, -0.09768129140138626, 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making some kind of deal depending on the strength of the mage. Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", "filename": "DA-1p-with-duplicate-pages.pdf.json", "page_number": 2, "record_id": "mock file data"}} +{"id": "mock file data#513653fc-673a-52f0-a8e3-4e391e582fb0", "values": [-0.0658377856016159, 0.04694965109229088, -0.048287831246852875, 0.03567894920706749, -0.028093447908759117, -0.03130354359745979, 0.07627890259027481, -0.023010844364762306, -0.0734153613448143, -0.08336124569177628, 0.009985331445932388, 0.014922182075679302, 0.05222383514046669, 0.008468899875879288, -0.04162130132317543, -0.047850556671619415, -0.03373943269252777, -0.012886933982372284, -0.06582845002412796, 0.04588285833597183, -0.0007262181024998426, 0.033195216208696365, 0.07079841196537018, 0.013285956345498562, -0.05092621594667435, -0.01865871250629425, 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "filename": "DA-1p-with-duplicate-pages.pdf.json", "page_number": 2, "record_id": "mock file data"}} +{"id": "mock file data#938a229b-796e-5a20-a4cd-e0c64e584645", "values": [-0.01682751625776291, 0.044853467494249344, -0.02427399344742298, 0.019526232033967972, -0.02260245941579342, -0.02364928461611271, -0.008829304948449135, -0.0010938029736280441, -0.03609094396233559, 0.0002817685599438846, -0.018739674240350723, -0.03417038917541504, -0.003862546756863594, -0.037164438515901566, -0.08567661792039871, 0.038517385721206665, 0.04341655224561691, 0.03751537576317787, 0.03385096788406372, 0.08904548734426498, 0.0018377407686784863, 0.008340608328580856, 0.03759521245956421, 0.02481389231979847, -0.027865441516041756, -0.04453030973672867, 0.00808127224445343, 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"text": "Arcane Horror\n\n\"Upon ascending to the second floor of the tower, we were greeted by a gruesome sight: a ragged collection of bones wearing the robes of one of the senior enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "filename": "DA-1p-with-duplicate-pages.pdf.json", "page_number": 2, "record_id": "mock file data"}} +{"id": "mock file data#03137838-f999-575d-8850-23d7b69c1506", "values": [0.03848652541637421, 0.07322842627763748, -0.039086371660232544, 0.014992752112448215, 0.0782385915517807, -0.026279285550117493, 0.07023986428976059, -0.0001279494317714125, -0.058713387697935104, -0.07570464164018631, 0.02176794223487377, -0.0005701213958673179, -0.0019813489634543657, -0.07120512425899506, -0.03209613263607025, -0.02752888761460781, -0.1049681082367897, -0.014891864731907845, 0.004007284063845873, 0.00852011889219284, -0.05432821437716484, 0.07113152742385864, 0.001230935798957944, 0.041040707379579544, 0.046427223831415176, -0.0405488945543766, -0.006561534013599157, 0.023826558142900467, 0.03458769991993904, -0.053628306835889816, 0.09278160333633423, -0.006737314630299807, 0.05220581963658333, 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", "filename": "DA-1p-with-duplicate-pages.pdf.json", "page_number": 3, "record_id": "mock file data"}} +{"id": "mock file data#8fdaccb4-eeae-5814-a84a-c063cc92742f", "values": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 0.055381521582603455, 0.059564560651779175, 0.015745751559734344, 0.09562661498785019, 0.010293334722518921, -0.04083289951086044, -0.08257907629013062, -0.03238358721137047, -0.014912012033164501, -0.0198091808706522, -0.01337512768805027, -0.020495573058724403, 0.002414087299257517, -0.06527095288038254, 0.01364147663116455, -0.033934954553842545, 0.050227586179971695, 0.0013295856770128012, 0.08505179733037949, -0.00859166868031025, 0.0372328907251358, -0.04048413783311844, 0.02850324660539627, -0.040489185601472855, -0.014602068811655045, 0.025089364498853683, -0.06689489632844925, 0.03795711323618889, -0.030162107199430466, -0.028193792328238487, 0.031401507556438446, -0.060299064964056015, 0.07824402302503586, 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "filename": "DA-1p-with-duplicate-pages.pdf.json", "page_number": 3, "record_id": "mock file data"}} +{"id": "mock file data#5b8c2361-c2cf-522a-a8e3-ee00730ba6ed", "values": [0.04131437838077545, 0.010438342578709126, -0.029227782040834427, 0.1221429705619812, 0.04667265713214874, 0.006988010834902525, 0.0879746824502945, 0.01658152975142002, 0.03387213870882988, -0.05106586217880249, -0.008163172751665115, 0.01942339539527893, 0.009290399961173534, -0.04159928858280182, -0.05286703631281853, -0.03266151621937752, -0.038281168788671494, 0.05058445408940315, -0.008906042203307152, 0.045186761766672134, 0.020186468958854675, 0.0016097123734652996, -0.031074801459908485, 0.037382230162620544, -0.06611403822898865, 0.008967640809714794, -0.0006455020047724247, -0.09537012130022049, 0.020525731146335602, -0.04392102733254433, -0.04517001286149025, 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that mages are able to walk the Fade while completely aware of their surroundings, unlike most others who may only enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "filename": "DA-1p-with-duplicate-pages.pdf.json", "page_number": 3, "record_id": "mock file data"}} +{"id": "mock file data#51140822-0051-5378-ba34-af746e8ada0b", "values": [0.037358030676841736, -0.020528586581349373, -0.0796353816986084, 0.07023921608924866, -0.06806978583335876, -0.053695108741521835, 0.07401636987924576, 0.012273840606212616, 0.033039968460798264, -0.045149460434913635, -0.012830198742449284, -0.011274494230747223, 0.02671178989112377, -0.06151292100548744, -0.02749647945165634, -0.023190999403595924, -0.060615431517362595, -0.05463779345154762, 0.021168455481529236, 0.1274556964635849, 0.028768477961421013, -0.046644821763038635, -0.035690709948539734, 0.06094501167535782, -0.06838582456111908, -0.013283107429742813, -0.027634529396891594, -0.035816628485918045, 0.04861142858862877, -0.09768129140138626, 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making some kind of deal depending on the strength of the mage. Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", "filename": "DA-1p-with-duplicate-pages.pdf.json", "page_number": 3, "record_id": "mock file data"}} +{"id": "mock file data#0e257a84-a3a5-5b77-a9cf-b56f18ded23b", "values": [-0.0658377856016159, 0.04694965109229088, -0.048287831246852875, 0.03567894920706749, -0.028093447908759117, -0.03130354359745979, 0.07627890259027481, -0.023010844364762306, -0.0734153613448143, -0.08336124569177628, 0.009985331445932388, 0.014922182075679302, 0.05222383514046669, 0.008468899875879288, -0.04162130132317543, -0.047850556671619415, -0.03373943269252777, -0.012886933982372284, -0.06582845002412796, 0.04588285833597183, -0.0007262181024998426, 0.033195216208696365, 0.07079841196537018, 0.013285956345498562, -0.05092621594667435, -0.01865871250629425, 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "filename": "DA-1p-with-duplicate-pages.pdf.json", "page_number": 3, "record_id": "mock file data"}} +{"id": "mock file data#6e0cae4d-b264-5004-93c8-25d1d2e5de9d", "values": [-0.08342055231332779, 0.052118003368377686, 0.00927137490361929, 0.00821769516915083, -0.01837557926774025, -0.022791797295212746, 0.0005622926400974393, 0.015177621506154537, -0.044368308037519455, -0.03960308060050011, 0.02673662267625332, 0.017424117773771286, 0.03634529188275337, -0.05126689001917839, -0.11323326081037521, 0.023094939067959785, 0.03664935380220413, 0.0706443339586258, -0.010426182299852371, 0.05276356637477875, 0.028232764452695847, -0.00017360948550049216, 0.03809289634227753, 0.07166895270347595, 0.010475720278918743, -0.037191905081272125, -0.0024140281602740288, -0.029270833358168602, 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floor of the tower, we were greeted by a gruesome sight: a ragged collection of bones wearing the robes of one of the senior enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", "filename": "DA-1p-with-duplicate-pages.pdf.json", "page_number": 3, "record_id": "mock file data"}} diff --git a/test/integration/connectors/expected_results/postgres/directory_structure.json b/test/integration/connectors/expected_results/postgres/directory_structure.json index 582d06a50..ab3ebaa52 100644 --- a/test/integration/connectors/expected_results/postgres/directory_structure.json +++ b/test/integration/connectors/expected_results/postgres/directory_structure.json @@ -2,17 +2,7 @@ "directory_structure": [ "cars-1-5fb93ce5.csv", "cars-10-5fb93ce5.csv", - "cars-11-5fb93ce5.csv", - "cars-12-5fb93ce5.csv", - "cars-13-5fb93ce5.csv", - "cars-14-5fb93ce5.csv", - "cars-15-5fb93ce5.csv", - "cars-16-5fb93ce5.csv", - "cars-17-5fb93ce5.csv", - "cars-18-5fb93ce5.csv", - "cars-19-5fb93ce5.csv", "cars-2-5fb93ce5.csv", - "cars-20-5fb93ce5.csv", "cars-3-5fb93ce5.csv", "cars-4-5fb93ce5.csv", "cars-5-5fb93ce5.csv", diff --git a/test/integration/connectors/expected_results/postgres/downloads/cars-11-5fb93ce5.csv b/test/integration/connectors/expected_results/postgres/downloads/cars-11-5fb93ce5.csv deleted file mode 100644 index f79bba8af..000000000 --- a/test/integration/connectors/expected_results/postgres/downloads/cars-11-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -11,brand_10 diff --git a/test/integration/connectors/expected_results/postgres/downloads/cars-12-5fb93ce5.csv b/test/integration/connectors/expected_results/postgres/downloads/cars-12-5fb93ce5.csv deleted file mode 100644 index e8daa7c09..000000000 --- a/test/integration/connectors/expected_results/postgres/downloads/cars-12-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -12,brand_11 diff --git a/test/integration/connectors/expected_results/postgres/downloads/cars-13-5fb93ce5.csv b/test/integration/connectors/expected_results/postgres/downloads/cars-13-5fb93ce5.csv deleted file mode 100644 index c7a31d7d8..000000000 --- a/test/integration/connectors/expected_results/postgres/downloads/cars-13-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -13,brand_12 diff --git a/test/integration/connectors/expected_results/postgres/downloads/cars-14-5fb93ce5.csv b/test/integration/connectors/expected_results/postgres/downloads/cars-14-5fb93ce5.csv deleted file mode 100644 index 59401773a..000000000 --- a/test/integration/connectors/expected_results/postgres/downloads/cars-14-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -14,brand_13 diff --git a/test/integration/connectors/expected_results/postgres/downloads/cars-15-5fb93ce5.csv b/test/integration/connectors/expected_results/postgres/downloads/cars-15-5fb93ce5.csv deleted file mode 100644 index 0fbe7e76e..000000000 --- a/test/integration/connectors/expected_results/postgres/downloads/cars-15-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -15,brand_14 diff --git a/test/integration/connectors/expected_results/postgres/downloads/cars-16-5fb93ce5.csv b/test/integration/connectors/expected_results/postgres/downloads/cars-16-5fb93ce5.csv deleted file mode 100644 index b86a17466..000000000 --- a/test/integration/connectors/expected_results/postgres/downloads/cars-16-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -16,brand_15 diff --git a/test/integration/connectors/expected_results/postgres/downloads/cars-17-5fb93ce5.csv b/test/integration/connectors/expected_results/postgres/downloads/cars-17-5fb93ce5.csv deleted file mode 100644 index d0fb86cf6..000000000 --- a/test/integration/connectors/expected_results/postgres/downloads/cars-17-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -17,brand_16 diff --git a/test/integration/connectors/expected_results/postgres/downloads/cars-18-5fb93ce5.csv b/test/integration/connectors/expected_results/postgres/downloads/cars-18-5fb93ce5.csv deleted file mode 100644 index 4f6e2e3c9..000000000 --- a/test/integration/connectors/expected_results/postgres/downloads/cars-18-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -18,brand_17 diff --git a/test/integration/connectors/expected_results/postgres/downloads/cars-19-5fb93ce5.csv b/test/integration/connectors/expected_results/postgres/downloads/cars-19-5fb93ce5.csv deleted file mode 100644 index 7ebbacfd5..000000000 --- a/test/integration/connectors/expected_results/postgres/downloads/cars-19-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -19,brand_18 diff --git a/test/integration/connectors/expected_results/postgres/downloads/cars-20-5fb93ce5.csv b/test/integration/connectors/expected_results/postgres/downloads/cars-20-5fb93ce5.csv deleted file mode 100644 index 47dcfb3cf..000000000 --- a/test/integration/connectors/expected_results/postgres/downloads/cars-20-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -20,brand_19 diff --git a/test/integration/connectors/expected_results/postgres/file_data/1c704234-e0da-5676-be32-a12cc6407b3d.json b/test/integration/connectors/expected_results/postgres/file_data/1c704234-e0da-5676-be32-a12cc6407b3d.json new file mode 100644 index 000000000..b1a46b919 --- /dev/null +++ b/test/integration/connectors/expected_results/postgres/file_data/1c704234-e0da-5676-be32-a12cc6407b3d.json @@ -0,0 +1,40 @@ +{ + "identifier": "1c704234-e0da-5676-be32-a12cc6407b3d", + "connector_type": "postgres", + "source_identifiers": null, + "metadata": { + "url": null, + "version": null, + "record_locator": null, + "date_created": null, + "date_modified": null, + "date_processed": "1734614838.793458", + "permissions_data": null, + "filesize_bytes": null + }, + "additional_metadata": { + "table_name": "cars", + "id_column": "car_id" + }, + "reprocess": false, + "local_download_path": null, + "display_name": null, + "batch_items": [ + { + "identifier": "10", + "version": null + }, + { + "identifier": "7", + "version": null + }, + { + "identifier": "8", + "version": null + }, + { + "identifier": "9", + "version": null + } + ] +} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/postgres/file_data/324354db-0465-56ca-a023-072481f5dd03.json b/test/integration/connectors/expected_results/postgres/file_data/324354db-0465-56ca-a023-072481f5dd03.json new file mode 100644 index 000000000..dd87b8115 --- /dev/null +++ b/test/integration/connectors/expected_results/postgres/file_data/324354db-0465-56ca-a023-072481f5dd03.json @@ -0,0 +1,48 @@ +{ + "identifier": "324354db-0465-56ca-a023-072481f5dd03", + "connector_type": "postgres", + "source_identifiers": null, + "metadata": { + "url": null, + "version": null, + "record_locator": null, + "date_created": null, + "date_modified": null, + "date_processed": "1734614838.7745018", + "permissions_data": null, + "filesize_bytes": null + }, + "additional_metadata": { + "table_name": "cars", + "id_column": "car_id" + }, + "reprocess": false, + "local_download_path": null, + "display_name": null, + "batch_items": [ + { + "identifier": "1", + "version": null + }, + { + "identifier": "2", + "version": null + }, + { + "identifier": "3", + "version": null + }, + { + "identifier": "4", + "version": null + }, + { + "identifier": "5", + "version": null + }, + { + "identifier": "6", + "version": null + } + ] +} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/postgres/file_data/cars-1-5fb93ce5.json b/test/integration/connectors/expected_results/postgres/file_data/cars-1-5fb93ce5.json index ee9d492fc..a0dfe1acf 100644 --- a/test/integration/connectors/expected_results/postgres/file_data/cars-1-5fb93ce5.json +++ b/test/integration/connectors/expected_results/postgres/file_data/cars-1-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-1-5fb93ce5", "connector_type": "postgres", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-1-5fb93ce5.csv", + "fullpath": "cars-1-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944126.7654889", + "date_processed": "1734614838.7745018", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp21o4q_g8/cars-1-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp10ytx8yq/cars-1-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/postgres/file_data/cars-10-5fb93ce5.json b/test/integration/connectors/expected_results/postgres/file_data/cars-10-5fb93ce5.json index a1bb7465d..faf0ff790 100644 --- a/test/integration/connectors/expected_results/postgres/file_data/cars-10-5fb93ce5.json +++ b/test/integration/connectors/expected_results/postgres/file_data/cars-10-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-10-5fb93ce5", "connector_type": "postgres", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-10-5fb93ce5.csv", + "fullpath": "cars-10-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944126.782826", + "date_processed": "1734614838.793458", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp21o4q_g8/cars-10-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp10ytx8yq/cars-10-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/postgres/file_data/cars-11-5fb93ce5.json b/test/integration/connectors/expected_results/postgres/file_data/cars-11-5fb93ce5.json deleted file mode 100644 index 7d1df8a08..000000000 --- a/test/integration/connectors/expected_results/postgres/file_data/cars-11-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-11-5fb93ce5", - "connector_type": "postgres", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944126.794465", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp21o4q_g8/cars-11-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/postgres/file_data/cars-12-5fb93ce5.json b/test/integration/connectors/expected_results/postgres/file_data/cars-12-5fb93ce5.json deleted file mode 100644 index e117043bb..000000000 --- a/test/integration/connectors/expected_results/postgres/file_data/cars-12-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-12-5fb93ce5", - "connector_type": "postgres", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944126.794465", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp21o4q_g8/cars-12-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/postgres/file_data/cars-13-5fb93ce5.json b/test/integration/connectors/expected_results/postgres/file_data/cars-13-5fb93ce5.json deleted file mode 100644 index d1185362a..000000000 --- a/test/integration/connectors/expected_results/postgres/file_data/cars-13-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-13-5fb93ce5", - "connector_type": "postgres", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944126.794465", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp21o4q_g8/cars-13-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/postgres/file_data/cars-14-5fb93ce5.json b/test/integration/connectors/expected_results/postgres/file_data/cars-14-5fb93ce5.json deleted file mode 100644 index dac78c705..000000000 --- a/test/integration/connectors/expected_results/postgres/file_data/cars-14-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-14-5fb93ce5", - "connector_type": "postgres", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944126.794465", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp21o4q_g8/cars-14-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/postgres/file_data/cars-15-5fb93ce5.json b/test/integration/connectors/expected_results/postgres/file_data/cars-15-5fb93ce5.json deleted file mode 100644 index 745bbeef0..000000000 --- a/test/integration/connectors/expected_results/postgres/file_data/cars-15-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-15-5fb93ce5", - "connector_type": "postgres", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944126.794465", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp21o4q_g8/cars-15-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/postgres/file_data/cars-16-5fb93ce5.json b/test/integration/connectors/expected_results/postgres/file_data/cars-16-5fb93ce5.json deleted file mode 100644 index a912825f3..000000000 --- a/test/integration/connectors/expected_results/postgres/file_data/cars-16-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-16-5fb93ce5", - "connector_type": "postgres", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944126.804966", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp21o4q_g8/cars-16-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/postgres/file_data/cars-17-5fb93ce5.json b/test/integration/connectors/expected_results/postgres/file_data/cars-17-5fb93ce5.json deleted file mode 100644 index ff4ae555c..000000000 --- a/test/integration/connectors/expected_results/postgres/file_data/cars-17-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-17-5fb93ce5", - "connector_type": "postgres", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944126.804966", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp21o4q_g8/cars-17-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/postgres/file_data/cars-18-5fb93ce5.json b/test/integration/connectors/expected_results/postgres/file_data/cars-18-5fb93ce5.json deleted file mode 100644 index 1c228ce10..000000000 --- a/test/integration/connectors/expected_results/postgres/file_data/cars-18-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-18-5fb93ce5", - "connector_type": "postgres", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944126.804966", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp21o4q_g8/cars-18-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/postgres/file_data/cars-19-5fb93ce5.json b/test/integration/connectors/expected_results/postgres/file_data/cars-19-5fb93ce5.json deleted file mode 100644 index 163cf24af..000000000 --- a/test/integration/connectors/expected_results/postgres/file_data/cars-19-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-19-5fb93ce5", - "connector_type": "postgres", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944126.804966", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp21o4q_g8/cars-19-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/postgres/file_data/cars-2-5fb93ce5.json b/test/integration/connectors/expected_results/postgres/file_data/cars-2-5fb93ce5.json index ee2e84f48..06d04ce2c 100644 --- a/test/integration/connectors/expected_results/postgres/file_data/cars-2-5fb93ce5.json +++ b/test/integration/connectors/expected_results/postgres/file_data/cars-2-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-2-5fb93ce5", "connector_type": "postgres", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-2-5fb93ce5.csv", + "fullpath": "cars-2-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944126.7654889", + "date_processed": "1734614838.7745018", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp21o4q_g8/cars-2-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp10ytx8yq/cars-2-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/postgres/file_data/cars-20-5fb93ce5.json b/test/integration/connectors/expected_results/postgres/file_data/cars-20-5fb93ce5.json deleted file mode 100644 index f50d27c11..000000000 --- a/test/integration/connectors/expected_results/postgres/file_data/cars-20-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-20-5fb93ce5", - "connector_type": "postgres", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944126.804966", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp21o4q_g8/cars-20-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/postgres/file_data/cars-3-5fb93ce5.json b/test/integration/connectors/expected_results/postgres/file_data/cars-3-5fb93ce5.json index c63246781..666d24959 100644 --- a/test/integration/connectors/expected_results/postgres/file_data/cars-3-5fb93ce5.json +++ b/test/integration/connectors/expected_results/postgres/file_data/cars-3-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-3-5fb93ce5", "connector_type": "postgres", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-3-5fb93ce5.csv", + "fullpath": "cars-3-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944126.7654889", + "date_processed": "1734614838.7745018", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp21o4q_g8/cars-3-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp10ytx8yq/cars-3-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/postgres/file_data/cars-4-5fb93ce5.json b/test/integration/connectors/expected_results/postgres/file_data/cars-4-5fb93ce5.json index a1dac0639..964a3828d 100644 --- a/test/integration/connectors/expected_results/postgres/file_data/cars-4-5fb93ce5.json +++ b/test/integration/connectors/expected_results/postgres/file_data/cars-4-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-4-5fb93ce5", "connector_type": "postgres", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-4-5fb93ce5.csv", + "fullpath": "cars-4-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944126.7654889", + "date_processed": "1734614838.7745018", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp21o4q_g8/cars-4-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp10ytx8yq/cars-4-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/postgres/file_data/cars-5-5fb93ce5.json b/test/integration/connectors/expected_results/postgres/file_data/cars-5-5fb93ce5.json index 3aa31d523..c024c81a4 100644 --- a/test/integration/connectors/expected_results/postgres/file_data/cars-5-5fb93ce5.json +++ b/test/integration/connectors/expected_results/postgres/file_data/cars-5-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-5-5fb93ce5", "connector_type": "postgres", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-5-5fb93ce5.csv", + "fullpath": "cars-5-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944126.7654889", + "date_processed": "1734614838.7745018", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp21o4q_g8/cars-5-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp10ytx8yq/cars-5-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/postgres/file_data/cars-6-5fb93ce5.json b/test/integration/connectors/expected_results/postgres/file_data/cars-6-5fb93ce5.json index 3215a2033..34ebfd178 100644 --- a/test/integration/connectors/expected_results/postgres/file_data/cars-6-5fb93ce5.json +++ b/test/integration/connectors/expected_results/postgres/file_data/cars-6-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-6-5fb93ce5", "connector_type": "postgres", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-6-5fb93ce5.csv", + "fullpath": "cars-6-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944126.782826", + "date_processed": "1734614838.7745018", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp21o4q_g8/cars-6-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp10ytx8yq/cars-6-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/postgres/file_data/cars-7-5fb93ce5.json b/test/integration/connectors/expected_results/postgres/file_data/cars-7-5fb93ce5.json index 931a52ccc..b7303748b 100644 --- a/test/integration/connectors/expected_results/postgres/file_data/cars-7-5fb93ce5.json +++ b/test/integration/connectors/expected_results/postgres/file_data/cars-7-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-7-5fb93ce5", "connector_type": "postgres", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-7-5fb93ce5.csv", + "fullpath": "cars-7-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944126.782826", + "date_processed": "1734614838.793458", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp21o4q_g8/cars-7-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp10ytx8yq/cars-7-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/postgres/file_data/cars-8-5fb93ce5.json b/test/integration/connectors/expected_results/postgres/file_data/cars-8-5fb93ce5.json index 09143bbe1..c4191f2cd 100644 --- a/test/integration/connectors/expected_results/postgres/file_data/cars-8-5fb93ce5.json +++ b/test/integration/connectors/expected_results/postgres/file_data/cars-8-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-8-5fb93ce5", "connector_type": "postgres", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-8-5fb93ce5.csv", + "fullpath": "cars-8-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944126.782826", + "date_processed": "1734614838.793458", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp21o4q_g8/cars-8-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp10ytx8yq/cars-8-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/postgres/file_data/cars-9-5fb93ce5.json b/test/integration/connectors/expected_results/postgres/file_data/cars-9-5fb93ce5.json index ce5658f82..c3f6662ab 100644 --- a/test/integration/connectors/expected_results/postgres/file_data/cars-9-5fb93ce5.json +++ b/test/integration/connectors/expected_results/postgres/file_data/cars-9-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-9-5fb93ce5", "connector_type": "postgres", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-9-5fb93ce5.csv", + "fullpath": "cars-9-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944126.782826", + "date_processed": "1734614838.793458", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp21o4q_g8/cars-9-5fb93ce5.csv", + 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We had been tracking the maleficar for days, and finally had him cornered... or so we thought.\n\nAs we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. 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But he was human no longer.", + "embeddings": [ + 0.06515897065401077, + 0.08165230602025986, + -0.10411985963582993, + 0.011494919657707214, + 0.037635743618011475, + 0.0007202195702120662, + 0.02381136454641819, + 0.0034838682040572166, + -0.02911505103111267, + -0.07098130881786346, + 0.040065743029117584, + -0.004433871246874332, + -0.028157107532024384, + -0.07502378523349762, + 0.029821500182151794, + -0.045093756169080734, + -0.09928543865680695, + 0.02400234527885914, + 0.0453975573182106, + 0.009584392420947552, + -0.0010586134158074856, + 0.03824637457728386, + 0.021779870614409447, + 0.020116383209824562, + 0.014940004795789719, + -0.059104498475790024, + -0.021776381880044937, + -0.0059412759728729725, + 0.09218966215848923, + -0.01688700169324875, + 0.05750339478254318, + -0.027511965483427048, + 0.02659834548830986, + -0.0273316390812397, + -0.08658789843320847, + 0.12181653082370758, + 0.030021319165825844, + 0.016070686280727386, + -0.01696799136698246, + 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "embeddings": [ + -0.03250373527407646, + 0.11405647546052933, + -0.032587453722953796, + 0.055381521582603455, + 0.059564560651779175, + 0.015745751559734344, + 0.09562661498785019, + 0.010293334722518921, + -0.04083289951086044, + -0.08257907629013062, + -0.03238358721137047, + -0.014912012033164501, + -0.0198091808706522, + -0.01337512768805027, + -0.020495573058724403, + 0.002414087299257517, + -0.06527095288038254, + 0.01364147663116455, + -0.033934954553842545, + 0.050227586179971695, + 0.0013295856770128012, + 0.08505179733037949, + -0.00859166868031025, + 0.0372328907251358, + -0.04048413783311844, + 0.02850324660539627, + -0.040489185601472855, + -0.014602068811655045, + 0.025089364498853683, + -0.06689489632844925, + 0.03795711323618889, + -0.030162107199430466, + -0.028193792328238487, + 0.031401507556438446, + -0.060299064964056015, + 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enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "embeddings": [ + 0.04131437838077545, + 0.010438342578709126, + -0.029227782040834427, + 0.1221429705619812, + 0.04667265713214874, + 0.006988010834902525, + 0.0879746824502945, + 0.01658152975142002, + 0.03387213870882988, + -0.05106586217880249, + -0.008163172751665115, + 0.01942339539527893, + 0.009290399961173534, + -0.04159928858280182, + -0.05286703631281853, + -0.03266151621937752, + -0.038281168788671494, + 0.05058445408940315, + -0.008906042203307152, + 0.045186761766672134, + 0.020186468958854675, + 0.0016097123734652996, + -0.031074801459908485, + 0.037382230162620544, + -0.06611403822898865, + 0.008967640809714794, + -0.0006455020047724247, + -0.09537012130022049, + 0.020525731146335602, + -0.04392102733254433, + -0.04517001286149025, + 0.08344835788011551, + -0.04777715727686882, + 0.016811847686767578, + -0.08461599797010422, + 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "embeddings": [ + 0.037358030676841736, + -0.020528586581349373, + -0.0796353816986084, + 0.07023921608924866, + -0.06806978583335876, + -0.053695108741521835, + 0.07401636987924576, + 0.012273840606212616, + 0.033039968460798264, + -0.045149460434913635, + -0.012830198742449284, + -0.011274494230747223, + 0.02671178989112377, + -0.06151292100548744, + -0.02749647945165634, + -0.023190999403595924, + -0.060615431517362595, + -0.05463779345154762, + 0.021168455481529236, + 0.1274556964635849, + 0.028768477961421013, + -0.046644821763038635, + -0.035690709948539734, + 0.06094501167535782, + -0.06838582456111908, + -0.013283107429742813, + -0.027634529396891594, + -0.035816628485918045, + 0.04861142858862877, + -0.09768129140138626, + 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "embeddings": [ + 0.029347889125347137, + -0.04517943039536476, + -0.10511812567710876, + -0.024585271254181862, + -0.007356676738709211, + -0.08651377260684967, + 0.022096142172813416, + -0.020169580355286598, + 0.06375181674957275, + -0.09861749410629272, + -0.05085907503962517, + 0.02313208393752575, + 0.06010859087109566, + -0.10936880111694336, + -0.014296606183052063, + -0.012459876947104931, + -0.049071744084358215, + -0.04973546788096428, + -0.05237169563770294, + 0.03888620063662529, + -0.012627502903342247, + -0.029852764680981636, + 0.06629118323326111, + 0.11194230616092682, + -0.061922457069158554, + -0.06858310848474503, + 0.06536244601011276, + -0.029726700857281685, + -0.003926862496882677, + -0.043617378920316696, + -0.04400668293237686, + 0.09197808057069778, + 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enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", + "embeddings": [ + -0.01682751625776291, + 0.044853467494249344, + -0.02427399344742298, + 0.019526232033967972, + -0.02260245941579342, + -0.02364928461611271, + -0.008829304948449135, + -0.0010938029736280441, + -0.03609094396233559, + 0.0002817685599438846, + -0.018739674240350723, + -0.03417038917541504, + -0.003862546756863594, + -0.037164438515901566, + -0.08567661792039871, + 0.038517385721206665, + 0.04341655224561691, + 0.03751537576317787, + 0.03385096788406372, + 0.08904548734426498, + 0.0018377407686784863, + 0.008340608328580856, + 0.03759521245956421, + 0.02481389231979847, + -0.027865441516041756, + -0.04453030973672867, + 0.00808127224445343, + -0.003838210366666317, + -0.021035296842455864, + -0.07071445882320404, + -0.06779080629348755, + 0.04234655573964119, + 0.01738337054848671, + -0.014189333654940128, + 0.013577292673289776, + 0.07574520260095596, + 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", + "embeddings": [ + 0.03848652541637421, + 0.07322842627763748, + -0.039086371660232544, + 0.014992752112448215, + 0.0782385915517807, + -0.026279285550117493, + 0.07023986428976059, + -0.0001279494317714125, + -0.058713387697935104, + -0.07570464164018631, + 0.02176794223487377, + -0.0005701213958673179, + -0.0019813489634543657, + -0.07120512425899506, + -0.03209613263607025, + -0.02752888761460781, + -0.1049681082367897, + -0.014891864731907845, + 0.004007284063845873, + 0.00852011889219284, + -0.05432821437716484, + 0.07113152742385864, + 0.001230935798957944, + 0.041040707379579544, + 0.046427223831415176, + -0.0405488945543766, + -0.006561534013599157, + 0.023826558142900467, + 0.03458769991993904, + -0.053628306835889816, + 0.09278160333633423, + -0.006737314630299807, + 0.05220581963658333, + -0.036295779049396515, + -0.0485057532787323, + 0.11319926381111145, + 0.027510428801178932, + -0.014265256933867931, + 0.010309591889381409, + 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "embeddings": [ + -0.03250373527407646, + 0.11405647546052933, + -0.032587453722953796, + 0.055381521582603455, + 0.059564560651779175, + 0.015745751559734344, + 0.09562661498785019, + 0.010293334722518921, + -0.04083289951086044, + -0.08257907629013062, + -0.03238358721137047, + -0.014912012033164501, + -0.0198091808706522, + -0.01337512768805027, + -0.020495573058724403, + 0.002414087299257517, + -0.06527095288038254, + 0.01364147663116455, + -0.033934954553842545, + 0.050227586179971695, + 0.0013295856770128012, + 0.08505179733037949, + -0.00859166868031025, + 0.0372328907251358, + -0.04048413783311844, + 0.02850324660539627, + -0.040489185601472855, + -0.014602068811655045, + 0.025089364498853683, + -0.06689489632844925, + 0.03795711323618889, + -0.030162107199430466, + -0.028193792328238487, + 0.031401507556438446, + -0.060299064964056015, + 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enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "embeddings": [ + 0.04131437838077545, + 0.010438342578709126, + -0.029227782040834427, + 0.1221429705619812, + 0.04667265713214874, + 0.006988010834902525, + 0.0879746824502945, + 0.01658152975142002, + 0.03387213870882988, + -0.05106586217880249, + -0.008163172751665115, + 0.01942339539527893, + 0.009290399961173534, + -0.04159928858280182, + -0.05286703631281853, + -0.03266151621937752, + -0.038281168788671494, + 0.05058445408940315, + -0.008906042203307152, + 0.045186761766672134, + 0.020186468958854675, + 0.0016097123734652996, + -0.031074801459908485, + 0.037382230162620544, + -0.06611403822898865, + 0.008967640809714794, + -0.0006455020047724247, + -0.09537012130022049, + 0.020525731146335602, + -0.04392102733254433, + -0.04517001286149025, + 0.08344835788011551, + -0.04777715727686882, + 0.016811847686767578, + -0.08461599797010422, + 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "embeddings": [ + 0.037358030676841736, + -0.020528586581349373, + -0.0796353816986084, + 0.07023921608924866, + -0.06806978583335876, + -0.053695108741521835, + 0.07401636987924576, + 0.012273840606212616, + 0.033039968460798264, + -0.045149460434913635, + -0.012830198742449284, + -0.011274494230747223, + 0.02671178989112377, + -0.06151292100548744, + -0.02749647945165634, + -0.023190999403595924, + -0.060615431517362595, + -0.05463779345154762, + 0.021168455481529236, + 0.1274556964635849, + 0.028768477961421013, + -0.046644821763038635, + -0.035690709948539734, + 0.06094501167535782, + -0.06838582456111908, + -0.013283107429742813, + -0.027634529396891594, + -0.035816628485918045, + 0.04861142858862877, + -0.09768129140138626, + 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "embeddings": [ + 0.029347889125347137, + -0.04517943039536476, + -0.10511812567710876, + -0.024585271254181862, + -0.007356676738709211, + -0.08651377260684967, + 0.022096142172813416, + -0.020169580355286598, + 0.06375181674957275, + -0.09861749410629272, + -0.05085907503962517, + 0.02313208393752575, + 0.06010859087109566, + -0.10936880111694336, + -0.014296606183052063, + -0.012459876947104931, + -0.049071744084358215, + -0.04973546788096428, + -0.05237169563770294, + 0.03888620063662529, + -0.012627502903342247, + -0.029852764680981636, + 0.06629118323326111, + 0.11194230616092682, + -0.061922457069158554, + -0.06858310848474503, + 0.06536244601011276, + -0.029726700857281685, + -0.003926862496882677, + -0.043617378920316696, + -0.04400668293237686, + 0.09197808057069778, + 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enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", + "embeddings": [ + -0.01682751625776291, + 0.044853467494249344, + -0.02427399344742298, + 0.019526232033967972, + -0.02260245941579342, + -0.02364928461611271, + -0.008829304948449135, + -0.0010938029736280441, + -0.03609094396233559, + 0.0002817685599438846, + -0.018739674240350723, + -0.03417038917541504, + -0.003862546756863594, + -0.037164438515901566, + -0.08567661792039871, + 0.038517385721206665, + 0.04341655224561691, + 0.03751537576317787, + 0.03385096788406372, + 0.08904548734426498, + 0.0018377407686784863, + 0.008340608328580856, + 0.03759521245956421, + 0.02481389231979847, + -0.027865441516041756, + -0.04453030973672867, + 0.00808127224445343, + -0.003838210366666317, + -0.021035296842455864, + -0.07071445882320404, + -0.06779080629348755, + 0.04234655573964119, + 0.01738337054848671, + -0.014189333654940128, + 0.013577292673289776, + 0.07574520260095596, + 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", + "embeddings": [ + 0.03848652541637421, + 0.07322842627763748, + -0.039086371660232544, + 0.014992752112448215, + 0.0782385915517807, + -0.026279285550117493, + 0.07023986428976059, + -0.0001279494317714125, + -0.058713387697935104, + -0.07570464164018631, + 0.02176794223487377, + -0.0005701213958673179, + -0.0019813489634543657, + -0.07120512425899506, + -0.03209613263607025, + -0.02752888761460781, + -0.1049681082367897, + -0.014891864731907845, + 0.004007284063845873, + 0.00852011889219284, + -0.05432821437716484, + 0.07113152742385864, + 0.001230935798957944, + 0.041040707379579544, + 0.046427223831415176, + -0.0405488945543766, + -0.006561534013599157, + 0.023826558142900467, + 0.03458769991993904, + -0.053628306835889816, + 0.09278160333633423, + -0.006737314630299807, + 0.05220581963658333, + -0.036295779049396515, + -0.0485057532787323, + 0.11319926381111145, + 0.027510428801178932, + -0.014265256933867931, + 0.010309591889381409, + 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "embeddings": [ + -0.03250373527407646, + 0.11405647546052933, + -0.032587453722953796, + 0.055381521582603455, + 0.059564560651779175, + 0.015745751559734344, + 0.09562661498785019, + 0.010293334722518921, + -0.04083289951086044, + -0.08257907629013062, + -0.03238358721137047, + -0.014912012033164501, + -0.0198091808706522, + -0.01337512768805027, + -0.020495573058724403, + 0.002414087299257517, + -0.06527095288038254, + 0.01364147663116455, + -0.033934954553842545, + 0.050227586179971695, + 0.0013295856770128012, + 0.08505179733037949, + -0.00859166868031025, + 0.0372328907251358, + -0.04048413783311844, + 0.02850324660539627, + -0.040489185601472855, + -0.014602068811655045, + 0.025089364498853683, + -0.06689489632844925, + 0.03795711323618889, + -0.030162107199430466, + -0.028193792328238487, + 0.031401507556438446, + -0.060299064964056015, + 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enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "embeddings": [ + 0.04131437838077545, + 0.010438342578709126, + -0.029227782040834427, + 0.1221429705619812, + 0.04667265713214874, + 0.006988010834902525, + 0.0879746824502945, + 0.01658152975142002, + 0.03387213870882988, + -0.05106586217880249, + -0.008163172751665115, + 0.01942339539527893, + 0.009290399961173534, + -0.04159928858280182, + -0.05286703631281853, + -0.03266151621937752, + -0.038281168788671494, + 0.05058445408940315, + -0.008906042203307152, + 0.045186761766672134, + 0.020186468958854675, + 0.0016097123734652996, + -0.031074801459908485, + 0.037382230162620544, + -0.06611403822898865, + 0.008967640809714794, + -0.0006455020047724247, + -0.09537012130022049, + 0.020525731146335602, + -0.04392102733254433, + -0.04517001286149025, + 0.08344835788011551, + -0.04777715727686882, + 0.016811847686767578, + -0.08461599797010422, + 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Should the demon get the upper hand, the result is an unholy union known as an abomination. 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "embeddings": [ + 0.029347889125347137, + -0.04517943039536476, + -0.10511812567710876, + -0.024585271254181862, + -0.007356676738709211, + -0.08651377260684967, + 0.022096142172813416, + -0.020169580355286598, + 0.06375181674957275, + -0.09861749410629272, + -0.05085907503962517, + 0.02313208393752575, + 0.06010859087109566, + -0.10936880111694336, + -0.014296606183052063, + -0.012459876947104931, + -0.049071744084358215, + -0.04973546788096428, + -0.05237169563770294, + 0.03888620063662529, + -0.012627502903342247, + -0.029852764680981636, + 0.06629118323326111, + 0.11194230616092682, + -0.061922457069158554, + -0.06858310848474503, + 0.06536244601011276, + -0.029726700857281685, + -0.003926862496882677, + -0.043617378920316696, + -0.04400668293237686, + 0.09197808057069778, + 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enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", + "embeddings": [ + -0.08342055231332779, + 0.052118003368377686, + 0.00927137490361929, + 0.00821769516915083, + -0.01837557926774025, + -0.022791797295212746, + 0.0005622926400974393, + 0.015177621506154537, + -0.044368308037519455, + -0.03960308060050011, + 0.02673662267625332, + 0.017424117773771286, + 0.03634529188275337, + -0.05126689001917839, + -0.11323326081037521, + 0.023094939067959785, + 0.03664935380220413, + 0.0706443339586258, + -0.010426182299852371, + 0.05276356637477875, + 0.028232764452695847, + -0.00017360948550049216, + 0.03809289634227753, + 0.07166895270347595, + 0.010475720278918743, + -0.037191905081272125, + -0.0024140281602740288, + -0.029270833358168602, + -0.006603992078453302, + -0.02663854882121086, + -0.06387452781200409, + 0.010723570361733437, + -0.02904103510081768, + 0.05121173709630966, + -0.010028553195297718, + 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b/test/integration/connectors/expected_results/postgres/stager/DA-1p-with-duplicate-pages.pdf.ndjson @@ -0,0 +1,22 @@ +{"type": "CompositeElement", "element_id": "2470d8dc42215b3d68413b55bf00fed2", "text": "MAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.\n\nAs we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.", "embeddings": [0.07777129113674164, 0.0606350377202034, 0.016699742525815964, 0.025474421679973602, 0.05472065135836601, -0.03785642236471176, 0.06506576389074326, -0.017842525616288185, -0.03878961130976677, 0.028590677306056023, -0.02399466559290886, -0.09211020171642303, -0.031279392540454865, -0.014241814613342285, -0.02141973376274109, 0.035573363304138184, -0.0033338244538754225, -0.02463681809604168, 0.04393996670842171, 0.03571218624711037, -0.05851663649082184, 0.0818575844168663, -0.005700137931853533, 0.022535672411322594, -0.01637371815741062, 0.01310789491981268, 0.00545160286128521, 0.07582753896713257, -0.02088712714612484, -0.09370554238557816, 0.01554977335035801, 0.03139982372522354, 0.09939400851726532, -0.0447249561548233, 0.04104244336485863, 0.03144077584147453, -0.011065934784710407, -0.09264220297336578, 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village chantry, stood the mage. But he was human no longer.", "embeddings": [0.06515897065401077, 0.08165230602025986, -0.10411985963582993, 0.011494919657707214, 0.037635743618011475, 0.0007202195702120662, 0.02381136454641819, 0.0034838682040572166, -0.02911505103111267, -0.07098130881786346, 0.040065743029117584, -0.004433871246874332, -0.028157107532024384, -0.07502378523349762, 0.029821500182151794, -0.045093756169080734, -0.09928543865680695, 0.02400234527885914, 0.0453975573182106, 0.009584392420947552, -0.0010586134158074856, 0.03824637457728386, 0.021779870614409447, 0.020116383209824562, 0.014940004795789719, -0.059104498475790024, -0.021776381880044937, -0.0059412759728729725, 0.09218966215848923, -0.01688700169324875, 0.05750339478254318, -0.027511965483427048, 0.02659834548830986, -0.0273316390812397, -0.08658789843320847, 0.12181653082370758, 0.030021319165825844, 0.016070686280727386, -0.01696799136698246, -0.02057383954524994, 0.02791476435959339, 0.0024439324624836445, -0.14658749103546143, 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "embeddings": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 0.055381521582603455, 0.059564560651779175, 0.015745751559734344, 0.09562661498785019, 0.010293334722518921, -0.04083289951086044, -0.08257907629013062, -0.03238358721137047, -0.014912012033164501, -0.0198091808706522, -0.01337512768805027, -0.020495573058724403, 0.002414087299257517, -0.06527095288038254, 0.01364147663116455, -0.033934954553842545, 0.050227586179971695, 0.0013295856770128012, 0.08505179733037949, -0.00859166868031025, 0.0372328907251358, -0.04048413783311844, 0.02850324660539627, -0.040489185601472855, -0.014602068811655045, 0.025089364498853683, -0.06689489632844925, 0.03795711323618889, -0.030162107199430466, -0.028193792328238487, 0.031401507556438446, -0.060299064964056015, 0.07824402302503586, 0.0417218841612339, -0.00280062691308558, 0.015016979537904263, 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templar in Cumberland, 8:84 Blessed.\n\nIt is known that mages are able to walk the Fade while completely aware of their surroundings, unlike most others who may only enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "embeddings": [0.04131437838077545, 0.010438342578709126, -0.029227782040834427, 0.1221429705619812, 0.04667265713214874, 0.006988010834902525, 0.0879746824502945, 0.01658152975142002, 0.03387213870882988, -0.05106586217880249, -0.008163172751665115, 0.01942339539527893, 0.009290399961173534, -0.04159928858280182, -0.05286703631281853, -0.03266151621937752, -0.038281168788671494, 0.05058445408940315, -0.008906042203307152, 0.045186761766672134, 0.020186468958854675, 0.0016097123734652996, -0.031074801459908485, 0.037382230162620544, -0.06611403822898865, 0.008967640809714794, -0.0006455020047724247, -0.09537012130022049, 0.020525731146335602, -0.04392102733254433, -0.04517001286149025, 0.08344835788011551, -0.04777715727686882, 0.016811847686767578, -0.08461599797010422, 0.056300051510334015, 0.03214816376566887, 0.026472169905900955, 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always attempts to possess a mage when it encounters one\u2014by force or by making some kind of deal depending on the strength of the mage. Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", "embeddings": [0.037358030676841736, -0.020528586581349373, -0.0796353816986084, 0.07023921608924866, -0.06806978583335876, -0.053695108741521835, 0.07401636987924576, 0.012273840606212616, 0.033039968460798264, -0.045149460434913635, -0.012830198742449284, -0.011274494230747223, 0.02671178989112377, -0.06151292100548744, -0.02749647945165634, -0.023190999403595924, -0.060615431517362595, -0.05463779345154762, 0.021168455481529236, 0.1274556964635849, 0.028768477961421013, -0.046644821763038635, -0.035690709948539734, 0.06094501167535782, -0.06838582456111908, -0.013283107429742813, -0.027634529396891594, -0.035816628485918045, 0.04861142858862877, -0.09768129140138626, -0.0510096400976181, 0.08331329375505447, -0.09209876507520676, 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "embeddings": [0.029347889125347137, -0.04517943039536476, -0.10511812567710876, -0.024585271254181862, -0.007356676738709211, -0.08651377260684967, 0.022096142172813416, -0.020169580355286598, 0.06375181674957275, -0.09861749410629272, -0.05085907503962517, 0.02313208393752575, 0.06010859087109566, -0.10936880111694336, -0.014296606183052063, -0.012459876947104931, -0.049071744084358215, -0.04973546788096428, -0.05237169563770294, 0.03888620063662529, -0.012627502903342247, -0.029852764680981636, 0.06629118323326111, 0.11194230616092682, -0.061922457069158554, -0.06858310848474503, 0.06536244601011276, -0.029726700857281685, -0.003926862496882677, -0.043617378920316696, -0.04400668293237686, 0.09197808057069778, -0.03772498667240143, -0.06420345604419708, -0.06515754759311676, 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"element_id": "17d95063f79ee541af296d142b36e35f", "text": "Arcane Horror\n\n\"Upon ascending to the second floor of the tower, we were greeted by a gruesome sight: a ragged collection of bones wearing the robes of one of the senior enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "embeddings": [-0.01682751625776291, 0.044853467494249344, -0.02427399344742298, 0.019526232033967972, -0.02260245941579342, -0.02364928461611271, -0.008829304948449135, -0.0010938029736280441, -0.03609094396233559, 0.0002817685599438846, -0.018739674240350723, -0.03417038917541504, -0.003862546756863594, -0.037164438515901566, -0.08567661792039871, 0.038517385721206665, 0.04341655224561691, 0.03751537576317787, 0.03385096788406372, 0.08904548734426498, 0.0018377407686784863, 0.008340608328580856, 0.03759521245956421, 0.02481389231979847, -0.027865441516041756, -0.04453030973672867, 0.00808127224445343, -0.003838210366666317, -0.021035296842455864, -0.07071445882320404, -0.06779080629348755, 0.04234655573964119, 0.01738337054848671, -0.014189333654940128, 0.013577292673289776, 0.07574520260095596, 0.06995886564254761, -0.039838001132011414, 0.050228819251060486, 0.0009188558324240148, 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splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", "embeddings": [0.03848652541637421, 0.07322842627763748, -0.039086371660232544, 0.014992752112448215, 0.0782385915517807, -0.026279285550117493, 0.07023986428976059, -0.0001279494317714125, -0.058713387697935104, -0.07570464164018631, 0.02176794223487377, -0.0005701213958673179, -0.0019813489634543657, -0.07120512425899506, -0.03209613263607025, -0.02752888761460781, -0.1049681082367897, -0.014891864731907845, 0.004007284063845873, 0.00852011889219284, -0.05432821437716484, 0.07113152742385864, 0.001230935798957944, 0.041040707379579544, 0.046427223831415176, -0.0405488945543766, -0.006561534013599157, 0.023826558142900467, 0.03458769991993904, -0.053628306835889816, 0.09278160333633423, -0.006737314630299807, 0.05220581963658333, -0.036295779049396515, -0.0485057532787323, 0.11319926381111145, 0.027510428801178932, -0.014265256933867931, 0.010309591889381409, -0.01602257788181305, -0.005835033021867275, 0.0045592039823532104, -0.06903189420700073, 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "embeddings": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 0.055381521582603455, 0.059564560651779175, 0.015745751559734344, 0.09562661498785019, 0.010293334722518921, -0.04083289951086044, -0.08257907629013062, -0.03238358721137047, -0.014912012033164501, -0.0198091808706522, -0.01337512768805027, -0.020495573058724403, 0.002414087299257517, -0.06527095288038254, 0.01364147663116455, -0.033934954553842545, 0.050227586179971695, 0.0013295856770128012, 0.08505179733037949, -0.00859166868031025, 0.0372328907251358, -0.04048413783311844, 0.02850324660539627, -0.040489185601472855, -0.014602068811655045, 0.025089364498853683, -0.06689489632844925, 0.03795711323618889, -0.030162107199430466, -0.028193792328238487, 0.031401507556438446, -0.060299064964056015, 0.07824402302503586, 0.0417218841612339, -0.00280062691308558, 0.015016979537904263, 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templar in Cumberland, 8:84 Blessed.\n\nIt is known that mages are able to walk the Fade while completely aware of their surroundings, unlike most others who may only enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "embeddings": [0.04131437838077545, 0.010438342578709126, -0.029227782040834427, 0.1221429705619812, 0.04667265713214874, 0.006988010834902525, 0.0879746824502945, 0.01658152975142002, 0.03387213870882988, -0.05106586217880249, -0.008163172751665115, 0.01942339539527893, 0.009290399961173534, -0.04159928858280182, -0.05286703631281853, -0.03266151621937752, -0.038281168788671494, 0.05058445408940315, -0.008906042203307152, 0.045186761766672134, 0.020186468958854675, 0.0016097123734652996, -0.031074801459908485, 0.037382230162620544, -0.06611403822898865, 0.008967640809714794, -0.0006455020047724247, -0.09537012130022049, 0.020525731146335602, -0.04392102733254433, -0.04517001286149025, 0.08344835788011551, -0.04777715727686882, 0.016811847686767578, -0.08461599797010422, 0.056300051510334015, 0.03214816376566887, 0.026472169905900955, 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always attempts to possess a mage when it encounters one\u2014by force or by making some kind of deal depending on the strength of the mage. Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", "embeddings": [0.037358030676841736, -0.020528586581349373, -0.0796353816986084, 0.07023921608924866, -0.06806978583335876, -0.053695108741521835, 0.07401636987924576, 0.012273840606212616, 0.033039968460798264, -0.045149460434913635, -0.012830198742449284, -0.011274494230747223, 0.02671178989112377, -0.06151292100548744, -0.02749647945165634, -0.023190999403595924, -0.060615431517362595, -0.05463779345154762, 0.021168455481529236, 0.1274556964635849, 0.028768477961421013, -0.046644821763038635, -0.035690709948539734, 0.06094501167535782, -0.06838582456111908, -0.013283107429742813, -0.027634529396891594, -0.035816628485918045, 0.04861142858862877, -0.09768129140138626, -0.0510096400976181, 0.08331329375505447, -0.09209876507520676, 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "embeddings": [0.029347889125347137, -0.04517943039536476, -0.10511812567710876, -0.024585271254181862, -0.007356676738709211, -0.08651377260684967, 0.022096142172813416, -0.020169580355286598, 0.06375181674957275, -0.09861749410629272, -0.05085907503962517, 0.02313208393752575, 0.06010859087109566, -0.10936880111694336, -0.014296606183052063, -0.012459876947104931, -0.049071744084358215, -0.04973546788096428, -0.05237169563770294, 0.03888620063662529, -0.012627502903342247, -0.029852764680981636, 0.06629118323326111, 0.11194230616092682, -0.061922457069158554, -0.06858310848474503, 0.06536244601011276, -0.029726700857281685, -0.003926862496882677, -0.043617378920316696, -0.04400668293237686, 0.09197808057069778, -0.03772498667240143, -0.06420345604419708, -0.06515754759311676, 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"element_id": "9898e8da83933fafa47600450eca67f1", "text": "Arcane Horror\n\n\"Upon ascending to the second floor of the tower, we were greeted by a gruesome sight: a ragged collection of bones wearing the robes of one of the senior enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "embeddings": [-0.01682751625776291, 0.044853467494249344, -0.02427399344742298, 0.019526232033967972, -0.02260245941579342, -0.02364928461611271, -0.008829304948449135, -0.0010938029736280441, -0.03609094396233559, 0.0002817685599438846, -0.018739674240350723, -0.03417038917541504, -0.003862546756863594, -0.037164438515901566, -0.08567661792039871, 0.038517385721206665, 0.04341655224561691, 0.03751537576317787, 0.03385096788406372, 0.08904548734426498, 0.0018377407686784863, 0.008340608328580856, 0.03759521245956421, 0.02481389231979847, -0.027865441516041756, -0.04453030973672867, 0.00808127224445343, -0.003838210366666317, -0.021035296842455864, -0.07071445882320404, -0.06779080629348755, 0.04234655573964119, 0.01738337054848671, -0.014189333654940128, 0.013577292673289776, 0.07574520260095596, 0.06995886564254761, -0.039838001132011414, 0.050228819251060486, 0.0009188558324240148, 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splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", "embeddings": [0.03848652541637421, 0.07322842627763748, -0.039086371660232544, 0.014992752112448215, 0.0782385915517807, -0.026279285550117493, 0.07023986428976059, -0.0001279494317714125, -0.058713387697935104, -0.07570464164018631, 0.02176794223487377, -0.0005701213958673179, -0.0019813489634543657, -0.07120512425899506, -0.03209613263607025, -0.02752888761460781, -0.1049681082367897, -0.014891864731907845, 0.004007284063845873, 0.00852011889219284, -0.05432821437716484, 0.07113152742385864, 0.001230935798957944, 0.041040707379579544, 0.046427223831415176, -0.0405488945543766, -0.006561534013599157, 0.023826558142900467, 0.03458769991993904, -0.053628306835889816, 0.09278160333633423, -0.006737314630299807, 0.05220581963658333, -0.036295779049396515, -0.0485057532787323, 0.11319926381111145, 0.027510428801178932, -0.014265256933867931, 0.010309591889381409, -0.01602257788181305, -0.005835033021867275, 0.0045592039823532104, -0.06903189420700073, 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "embeddings": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 0.055381521582603455, 0.059564560651779175, 0.015745751559734344, 0.09562661498785019, 0.010293334722518921, -0.04083289951086044, -0.08257907629013062, -0.03238358721137047, -0.014912012033164501, -0.0198091808706522, -0.01337512768805027, -0.020495573058724403, 0.002414087299257517, -0.06527095288038254, 0.01364147663116455, -0.033934954553842545, 0.050227586179971695, 0.0013295856770128012, 0.08505179733037949, -0.00859166868031025, 0.0372328907251358, -0.04048413783311844, 0.02850324660539627, -0.040489185601472855, -0.014602068811655045, 0.025089364498853683, -0.06689489632844925, 0.03795711323618889, -0.030162107199430466, -0.028193792328238487, 0.031401507556438446, -0.060299064964056015, 0.07824402302503586, 0.0417218841612339, -0.00280062691308558, 0.015016979537904263, 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templar in Cumberland, 8:84 Blessed.\n\nIt is known that mages are able to walk the Fade while completely aware of their surroundings, unlike most others who may only enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "embeddings": [0.04131437838077545, 0.010438342578709126, -0.029227782040834427, 0.1221429705619812, 0.04667265713214874, 0.006988010834902525, 0.0879746824502945, 0.01658152975142002, 0.03387213870882988, -0.05106586217880249, -0.008163172751665115, 0.01942339539527893, 0.009290399961173534, -0.04159928858280182, -0.05286703631281853, -0.03266151621937752, -0.038281168788671494, 0.05058445408940315, -0.008906042203307152, 0.045186761766672134, 0.020186468958854675, 0.0016097123734652996, -0.031074801459908485, 0.037382230162620544, -0.06611403822898865, 0.008967640809714794, -0.0006455020047724247, -0.09537012130022049, 0.020525731146335602, -0.04392102733254433, -0.04517001286149025, 0.08344835788011551, -0.04777715727686882, 0.016811847686767578, -0.08461599797010422, 0.056300051510334015, 0.03214816376566887, 0.026472169905900955, 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Should the demon get the upper hand, the result is an unholy union known as an abomination. 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "embeddings": [0.029347889125347137, -0.04517943039536476, -0.10511812567710876, -0.024585271254181862, -0.007356676738709211, -0.08651377260684967, 0.022096142172813416, -0.020169580355286598, 0.06375181674957275, -0.09861749410629272, -0.05085907503962517, 0.02313208393752575, 0.06010859087109566, -0.10936880111694336, -0.014296606183052063, -0.012459876947104931, -0.049071744084358215, -0.04973546788096428, -0.05237169563770294, 0.03888620063662529, -0.012627502903342247, -0.029852764680981636, 0.06629118323326111, 0.11194230616092682, -0.061922457069158554, -0.06858310848474503, 0.06536244601011276, -0.029726700857281685, -0.003926862496882677, -0.043617378920316696, -0.04400668293237686, 0.09197808057069778, -0.03772498667240143, -0.06420345604419708, -0.06515754759311676, 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", "embeddings": [-0.08342055231332779, 0.052118003368377686, 0.00927137490361929, 0.00821769516915083, -0.01837557926774025, -0.022791797295212746, 0.0005622926400974393, 0.015177621506154537, -0.044368308037519455, -0.03960308060050011, 0.02673662267625332, 0.017424117773771286, 0.03634529188275337, -0.05126689001917839, -0.11323326081037521, 0.023094939067959785, 0.03664935380220413, 0.0706443339586258, -0.010426182299852371, 0.05276356637477875, 0.028232764452695847, -0.00017360948550049216, 0.03809289634227753, 0.07166895270347595, 0.010475720278918743, -0.037191905081272125, -0.0024140281602740288, -0.029270833358168602, -0.006603992078453302, -0.02663854882121086, -0.06387452781200409, 0.010723570361733437, -0.02904103510081768, 0.05121173709630966, -0.010028553195297718, 0.0959436297416687, 0.09057556092739105, 0.0009347658487968147, -0.003882128046825528, 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We had been tracking the maleficar for days, and finally had him cornered... or so we thought.\n\nAs we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.", + "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"2470d8dc42215b3d68413b55bf00fed2\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 1, \"orig_elements\": 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"051b6f44a90f212ae370a76b7942db56\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 1, \"orig_elements\": 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"030c11394b735aa6be9b799cb845c994\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 1, \"orig_elements\": 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"2f92acb96359c958081ebfe75b65418c\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 1, \"orig_elements\": 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"b38df0c4fe99c4e929a91ffe179f39d8\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 1, \"orig_elements\": 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", + "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"17d95063f79ee541af296d142b36e35f\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 1, \"orig_elements\": 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", + "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"153cdf628c31647e2aac3eb0f2648c5d\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 2, \"orig_elements\": \"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\"}}", + "type": "CompositeElement", + "element_id": 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"79597970c982b68b3d6a4c9c79d413ea\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 2, \"orig_elements\": 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"6cc716cd468cc285ecb48327614da993\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 2, \"orig_elements\": 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"6d12fa16920132ebdea2a8599fbd8ec7\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 2, \"orig_elements\": 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"36a1cde45e3fe46d4ab6bd0f27f0fa85\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 2, \"orig_elements\": 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", + "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"9898e8da83933fafa47600450eca67f1\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 2, \"orig_elements\": 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", + "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"af74b2e5414979a734e3765deb30cb33\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 3, \"orig_elements\": \"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\"}}", + "type": "CompositeElement", + "element_id": 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"e618dc60a6ff98b4192cfee285a87d8d\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 3, \"orig_elements\": 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"74e259b2a9595cdd2976e6f475433315\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 3, \"orig_elements\": 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"4caf625fc52f907e0524a9ebf8968844\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 3, \"orig_elements\": 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"c606b16486eabb5d7612a973aafa6f44\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 3, \"orig_elements\": 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+ "text": "Arcane Horror\n\n\"Upon ascending to the second floor of the tower, we were greeted by a gruesome sight: a ragged collection of bones wearing the robes of one of the senior enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", + "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"3e7327ee201e84f3061474204708d8f7\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 3, \"orig_elements\": 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We had been tracking the maleficar for days, and finally had him cornered... or so we thought.\n\nAs we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.", "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"2470d8dc42215b3d68413b55bf00fed2\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 1, \"orig_elements\": 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and deflected what magic we could, but as we fought, the creature fought harder. I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"051b6f44a90f212ae370a76b7942db56\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 1, \"orig_elements\": 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"030c11394b735aa6be9b799cb845c994\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 1, \"orig_elements\": 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"2f92acb96359c958081ebfe75b65418c\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 1, \"orig_elements\": 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"b38df0c4fe99c4e929a91ffe179f39d8\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 1, \"orig_elements\": 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"17d95063f79ee541af296d142b36e35f\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 1, \"orig_elements\": 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"79597970c982b68b3d6a4c9c79d413ea\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 2, \"orig_elements\": 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"6cc716cd468cc285ecb48327614da993\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 2, \"orig_elements\": 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"6d12fa16920132ebdea2a8599fbd8ec7\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 2, \"orig_elements\": 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"36a1cde45e3fe46d4ab6bd0f27f0fa85\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 2, \"orig_elements\": 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"e618dc60a6ff98b4192cfee285a87d8d\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 3, \"orig_elements\": 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Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"74e259b2a9595cdd2976e6f475433315\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 3, \"orig_elements\": 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Should the demon get the upper hand, the result is an unholy union known as an abomination. 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"c606b16486eabb5d7612a973aafa6f44\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 3, \"orig_elements\": 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", "element_serialized": "{\"type\": \"CompositeElement\", \"element_id\": \"3e7327ee201e84f3061474204708d8f7\", \"metadata\": {\"filename\": \"DA-1p-with-duplicate-pages.pdf.json\", \"filetype\": \"application/json\", \"languages\": [\"eng\"], \"page_number\": 3, \"orig_elements\": 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b/test/integration/connectors/expected_results/s3-minio/file_data/61ec39a6-5088-5edd-abd2-6c36aa996068.json @@ -6,7 +6,6 @@ "fullpath": "utic-dev-tech-fixtures/wiki_movie_plots_small.csv", "rel_path": "wiki_movie_plots_small.csv" }, - "doc_type": "file", "metadata": { "url": "s3://utic-dev-tech-fixtures/wiki_movie_plots_small.csv", "version": "4dee8982fe4fa0181e2fe224e6171dcc", @@ -14,15 +13,15 @@ "protocol": "s3", "remote_file_path": "s3://utic-dev-tech-fixtures/" }, - "date_created": "1730944119.326", - "date_modified": "1730944119.326", - "date_processed": "1730944119.945212", + "date_created": "1734441655.218", + "date_modified": "1734441655.218", + "date_processed": "1734441655.777463", "permissions_data": null, "filesize_bytes": 19610 }, "additional_metadata": { "Key": "utic-dev-tech-fixtures/wiki_movie_plots_small.csv", - "LastModified": "2024-11-07T01:48:39.326000+00:00", + "LastModified": "2024-12-17T13:20:55.218000+00:00", "ETag": "\"4dee8982fe4fa0181e2fe224e6171dcc\"", "Size": 19610, "StorageClass": "STANDARD", @@ -32,6 +31,6 @@ "original_file_path": "utic-dev-tech-fixtures/wiki_movie_plots_small.csv" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpprl299so/wiki_movie_plots_small.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp_kkq6n7q/wiki_movie_plots_small.csv", "display_name": "utic-dev-tech-fixtures/wiki_movie_plots_small.csv" } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/s3-specialchar/directory_structure.json b/test/integration/connectors/expected_results/s3-specialchar/directory_structure.json index 24c9d870f..e4f06daa6 100644 --- a/test/integration/connectors/expected_results/s3-specialchar/directory_structure.json +++ b/test/integration/connectors/expected_results/s3-specialchar/directory_structure.json @@ -1,5 +1,5 @@ { - "directory_structure": [ - "Why_is_the_sky_blue?.txt" - ] - } \ No newline at end of file + "directory_structure": [ + "Why_is_the_sky_blue?.txt" + ] +} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/s3-specialchar/file_data/869bf15f-e840-51dc-a818-8d0b817817c9.json b/test/integration/connectors/expected_results/s3-specialchar/file_data/869bf15f-e840-51dc-a818-8d0b817817c9.json index 131143ef4..68ef6aef0 100644 --- a/test/integration/connectors/expected_results/s3-specialchar/file_data/869bf15f-e840-51dc-a818-8d0b817817c9.json +++ b/test/integration/connectors/expected_results/s3-specialchar/file_data/869bf15f-e840-51dc-a818-8d0b817817c9.json @@ -1,37 +1,36 @@ { - "identifier": "869bf15f-e840-51dc-a818-8d0b817817c9", - "connector_type": "s3", - "source_identifiers": { - "filename": "Why_is_the_sky_blue?.txt", - "fullpath": "utic-dev-tech-fixtures/special-characters/Why_is_the_sky_blue?.txt", - "rel_path": "Why_is_the_sky_blue?.txt" + "identifier": "869bf15f-e840-51dc-a818-8d0b817817c9", + "connector_type": "s3", + "source_identifiers": { + "filename": "Why_is_the_sky_blue?.txt", + "fullpath": "utic-dev-tech-fixtures/special-characters/Why_is_the_sky_blue?.txt", + "rel_path": "Why_is_the_sky_blue?.txt" + }, + "metadata": { + "url": "s3://utic-dev-tech-fixtures/special-characters/Why_is_the_sky_blue?.txt", + "version": "15344f385570b834e468ca05bc1cebd0", + "record_locator": { + "protocol": "s3", + "remote_file_path": "s3://utic-dev-tech-fixtures/special-characters/" }, - "doc_type": "file", - "metadata": { - "url": "s3://utic-dev-tech-fixtures/special-characters/Why_is_the_sky_blue?.txt", - "version": "15344f385570b834e468ca05bc1cebd0", - "record_locator": { - "protocol": "s3", - "remote_file_path": "s3://utic-dev-tech-fixtures/special-characters/" - }, - "date_created": "1731627148.0", - "date_modified": "1731627148.0", - "date_processed": "1730944104.616075", - "permissions_data": null, - "filesize_bytes": 14 - }, - "additional_metadata": { - "Key": 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"2024-11-14T23:32:28+00:00", + "ETag": "\"15344f385570b834e468ca05bc1cebd0\"", + "Size": 14, + "StorageClass": "STANDARD", + "type": "file", + "size": 14, + "name": "utic-dev-tech-fixtures/special-characters/Why_is_the_sky_blue?.txt", + "original_file_path": "utic-dev-tech-fixtures/special-characters/Why_is_the_sky_blue?.txt" + }, + "reprocess": false, + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpxwyhhssj/Why_is_the_sky_blue?.txt", + "display_name": "utic-dev-tech-fixtures/special-characters/Why_is_the_sky_blue?.txt" +} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/s3/file_data/4b30fb79-f071-557e-9357-ca8af7295ab2.json b/test/integration/connectors/expected_results/s3/file_data/4b30fb79-f071-557e-9357-ca8af7295ab2.json index d386bde99..e50512464 100644 --- a/test/integration/connectors/expected_results/s3/file_data/4b30fb79-f071-557e-9357-ca8af7295ab2.json +++ b/test/integration/connectors/expected_results/s3/file_data/4b30fb79-f071-557e-9357-ca8af7295ab2.json @@ -6,7 +6,6 @@ "fullpath": "utic-dev-tech-fixtures/small-pdf-set/recalibrating-risk-report.pdf", "rel_path": "recalibrating-risk-report.pdf" }, - "doc_type": "file", "metadata": { "url": "s3://utic-dev-tech-fixtures/small-pdf-set/recalibrating-risk-report.pdf", "version": "e690f37ef36368a509d150f373a0bbe0", @@ -16,7 +15,7 @@ }, "date_created": "1676196572.0", "date_modified": "1676196572.0", - "date_processed": "1730944104.616075", + "date_processed": "1734441638.170231", "permissions_data": null, "filesize_bytes": 806335 }, @@ -32,6 +31,6 @@ "original_file_path": "utic-dev-tech-fixtures/small-pdf-set/recalibrating-risk-report.pdf" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpa5ftry9m/recalibrating-risk-report.pdf", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp9zapkzvk/recalibrating-risk-report.pdf", "display_name": "utic-dev-tech-fixtures/small-pdf-set/recalibrating-risk-report.pdf" } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/s3/file_data/6375773c-0da2-5b4a-a337-ef63f6f96d94.json b/test/integration/connectors/expected_results/s3/file_data/6375773c-0da2-5b4a-a337-ef63f6f96d94.json index 18cfe0eb3..720cf8ce4 100644 --- a/test/integration/connectors/expected_results/s3/file_data/6375773c-0da2-5b4a-a337-ef63f6f96d94.json +++ b/test/integration/connectors/expected_results/s3/file_data/6375773c-0da2-5b4a-a337-ef63f6f96d94.json @@ -6,7 +6,6 @@ "fullpath": "utic-dev-tech-fixtures/small-pdf-set/Silent-Giant-(1).pdf", "rel_path": "Silent-Giant-(1).pdf" }, - "doc_type": "file", "metadata": { "url": "s3://utic-dev-tech-fixtures/small-pdf-set/Silent-Giant-(1).pdf", "version": "8570bd087066350a84dd8d0ea86f11c6", @@ -16,7 +15,7 @@ }, "date_created": "1676196636.0", "date_modified": "1676196636.0", - "date_processed": "1730944103.755465", + "date_processed": "1734441636.945536", "permissions_data": null, "filesize_bytes": 6164777 }, @@ -32,6 +31,6 @@ "original_file_path": "utic-dev-tech-fixtures/small-pdf-set/Silent-Giant-(1).pdf" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpa5ftry9m/Silent-Giant-(1).pdf", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp9zapkzvk/Silent-Giant-(1).pdf", "display_name": "utic-dev-tech-fixtures/small-pdf-set/Silent-Giant-(1).pdf" } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/s3/file_data/bc4d433b-6e7b-5512-bb38-a2048b338e68.json b/test/integration/connectors/expected_results/s3/file_data/bc4d433b-6e7b-5512-bb38-a2048b338e68.json index bfa41b3e0..9957e1219 100644 --- a/test/integration/connectors/expected_results/s3/file_data/bc4d433b-6e7b-5512-bb38-a2048b338e68.json +++ b/test/integration/connectors/expected_results/s3/file_data/bc4d433b-6e7b-5512-bb38-a2048b338e68.json @@ -6,7 +6,6 @@ "fullpath": "utic-dev-tech-fixtures/small-pdf-set/page-with-formula.pdf", "rel_path": "page-with-formula.pdf" }, - "doc_type": "file", "metadata": { "url": "s3://utic-dev-tech-fixtures/small-pdf-set/page-with-formula.pdf", "version": "f2819db63e5aa2a3a6b8ba305f1911ea", @@ -16,7 +15,7 @@ }, "date_created": "1697584841.0", "date_modified": "1697584841.0", - "date_processed": "1730944104.4600298", + "date_processed": "1734441638.0059168", "permissions_data": null, "filesize_bytes": 138124 }, @@ -32,6 +31,6 @@ "original_file_path": "utic-dev-tech-fixtures/small-pdf-set/page-with-formula.pdf" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpa5ftry9m/page-with-formula.pdf", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp9zapkzvk/page-with-formula.pdf", "display_name": "utic-dev-tech-fixtures/small-pdf-set/page-with-formula.pdf" } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/s3/file_data/ed83cc0e-d390-5018-bb74-bc4e2e46a206.json b/test/integration/connectors/expected_results/s3/file_data/ed83cc0e-d390-5018-bb74-bc4e2e46a206.json index 4d3f70379..83bb0a4d7 100644 --- a/test/integration/connectors/expected_results/s3/file_data/ed83cc0e-d390-5018-bb74-bc4e2e46a206.json +++ b/test/integration/connectors/expected_results/s3/file_data/ed83cc0e-d390-5018-bb74-bc4e2e46a206.json @@ -6,7 +6,6 @@ "fullpath": "utic-dev-tech-fixtures/small-pdf-set/2023-Jan-economic-outlook.pdf", "rel_path": "2023-Jan-economic-outlook.pdf" }, - "doc_type": "file", "metadata": { "url": "s3://utic-dev-tech-fixtures/small-pdf-set/2023-Jan-economic-outlook.pdf", "version": "c7eed4fc056b089a98f6a3ad9ec9373e", @@ -19,7 +18,7 @@ }, "date_created": "1720544414.0", "date_modified": "1720544414.0", - "date_processed": "1730944103.4283059", + "date_processed": "1734441636.53835", "permissions_data": null, "filesize_bytes": 2215938 }, @@ -35,6 +34,6 @@ "original_file_path": "utic-dev-tech-fixtures/small-pdf-set/2023-Jan-economic-outlook.pdf" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpa5ftry9m/2023-Jan-economic-outlook.pdf", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp9zapkzvk/2023-Jan-economic-outlook.pdf", "display_name": "utic-dev-tech-fixtures/small-pdf-set/2023-Jan-economic-outlook.pdf" } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/singlestore/directory_structure.json b/test/integration/connectors/expected_results/singlestore/directory_structure.json index 582d06a50..ab3ebaa52 100644 --- a/test/integration/connectors/expected_results/singlestore/directory_structure.json +++ b/test/integration/connectors/expected_results/singlestore/directory_structure.json @@ -2,17 +2,7 @@ "directory_structure": [ "cars-1-5fb93ce5.csv", "cars-10-5fb93ce5.csv", - "cars-11-5fb93ce5.csv", - "cars-12-5fb93ce5.csv", - "cars-13-5fb93ce5.csv", - "cars-14-5fb93ce5.csv", - "cars-15-5fb93ce5.csv", - "cars-16-5fb93ce5.csv", - "cars-17-5fb93ce5.csv", - "cars-18-5fb93ce5.csv", - "cars-19-5fb93ce5.csv", "cars-2-5fb93ce5.csv", - "cars-20-5fb93ce5.csv", "cars-3-5fb93ce5.csv", "cars-4-5fb93ce5.csv", "cars-5-5fb93ce5.csv", diff --git a/test/integration/connectors/expected_results/singlestore/downloads/cars-11-5fb93ce5.csv b/test/integration/connectors/expected_results/singlestore/downloads/cars-11-5fb93ce5.csv deleted file mode 100644 index f79bba8af..000000000 --- a/test/integration/connectors/expected_results/singlestore/downloads/cars-11-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -11,brand_10 diff --git a/test/integration/connectors/expected_results/singlestore/downloads/cars-12-5fb93ce5.csv b/test/integration/connectors/expected_results/singlestore/downloads/cars-12-5fb93ce5.csv deleted file mode 100644 index e8daa7c09..000000000 --- a/test/integration/connectors/expected_results/singlestore/downloads/cars-12-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -12,brand_11 diff --git a/test/integration/connectors/expected_results/singlestore/downloads/cars-13-5fb93ce5.csv b/test/integration/connectors/expected_results/singlestore/downloads/cars-13-5fb93ce5.csv deleted file mode 100644 index c7a31d7d8..000000000 --- a/test/integration/connectors/expected_results/singlestore/downloads/cars-13-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -13,brand_12 diff --git a/test/integration/connectors/expected_results/singlestore/downloads/cars-14-5fb93ce5.csv b/test/integration/connectors/expected_results/singlestore/downloads/cars-14-5fb93ce5.csv deleted file mode 100644 index 59401773a..000000000 --- a/test/integration/connectors/expected_results/singlestore/downloads/cars-14-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -14,brand_13 diff --git a/test/integration/connectors/expected_results/singlestore/downloads/cars-15-5fb93ce5.csv b/test/integration/connectors/expected_results/singlestore/downloads/cars-15-5fb93ce5.csv deleted file mode 100644 index 0fbe7e76e..000000000 --- a/test/integration/connectors/expected_results/singlestore/downloads/cars-15-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -15,brand_14 diff --git a/test/integration/connectors/expected_results/singlestore/downloads/cars-16-5fb93ce5.csv b/test/integration/connectors/expected_results/singlestore/downloads/cars-16-5fb93ce5.csv deleted file mode 100644 index b86a17466..000000000 --- a/test/integration/connectors/expected_results/singlestore/downloads/cars-16-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -16,brand_15 diff --git a/test/integration/connectors/expected_results/singlestore/downloads/cars-17-5fb93ce5.csv b/test/integration/connectors/expected_results/singlestore/downloads/cars-17-5fb93ce5.csv deleted file mode 100644 index d0fb86cf6..000000000 --- a/test/integration/connectors/expected_results/singlestore/downloads/cars-17-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -17,brand_16 diff --git a/test/integration/connectors/expected_results/singlestore/downloads/cars-18-5fb93ce5.csv b/test/integration/connectors/expected_results/singlestore/downloads/cars-18-5fb93ce5.csv deleted file mode 100644 index 4f6e2e3c9..000000000 --- a/test/integration/connectors/expected_results/singlestore/downloads/cars-18-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -18,brand_17 diff --git a/test/integration/connectors/expected_results/singlestore/downloads/cars-19-5fb93ce5.csv b/test/integration/connectors/expected_results/singlestore/downloads/cars-19-5fb93ce5.csv deleted file mode 100644 index 7ebbacfd5..000000000 --- a/test/integration/connectors/expected_results/singlestore/downloads/cars-19-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -19,brand_18 diff --git a/test/integration/connectors/expected_results/singlestore/downloads/cars-20-5fb93ce5.csv b/test/integration/connectors/expected_results/singlestore/downloads/cars-20-5fb93ce5.csv deleted file mode 100644 index 47dcfb3cf..000000000 --- a/test/integration/connectors/expected_results/singlestore/downloads/cars-20-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -20,brand_19 diff --git a/test/integration/connectors/expected_results/singlestore/file_data/1c704234-e0da-5676-be32-a12cc6407b3d.json b/test/integration/connectors/expected_results/singlestore/file_data/1c704234-e0da-5676-be32-a12cc6407b3d.json new file mode 100644 index 000000000..d72c0440d --- /dev/null +++ b/test/integration/connectors/expected_results/singlestore/file_data/1c704234-e0da-5676-be32-a12cc6407b3d.json @@ -0,0 +1,40 @@ +{ + "identifier": "1c704234-e0da-5676-be32-a12cc6407b3d", + "connector_type": "singlestore", + "source_identifiers": null, + "metadata": { + "url": null, + "version": null, + "record_locator": null, + "date_created": null, + "date_modified": null, + "date_processed": "1734615068.059354", + "permissions_data": null, + "filesize_bytes": null + }, + "additional_metadata": { + "table_name": "cars", + "id_column": "car_id" + }, + "reprocess": false, + "local_download_path": null, + "display_name": null, + "batch_items": [ + { + "identifier": "10", + "version": null + }, + { + "identifier": "7", + "version": null + }, + { + "identifier": "8", + "version": null + }, + { + "identifier": "9", + "version": null + } + ] +} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/singlestore/file_data/324354db-0465-56ca-a023-072481f5dd03.json b/test/integration/connectors/expected_results/singlestore/file_data/324354db-0465-56ca-a023-072481f5dd03.json new file mode 100644 index 000000000..fa4f6c0eb --- /dev/null +++ b/test/integration/connectors/expected_results/singlestore/file_data/324354db-0465-56ca-a023-072481f5dd03.json @@ -0,0 +1,48 @@ +{ + "identifier": "324354db-0465-56ca-a023-072481f5dd03", + "connector_type": "singlestore", + "source_identifiers": null, + "metadata": { + "url": null, + "version": null, + "record_locator": null, + "date_created": null, + "date_modified": null, + "date_processed": "1734615067.994633", + "permissions_data": null, + "filesize_bytes": null + }, + "additional_metadata": { + "table_name": "cars", + "id_column": "car_id" + }, + "reprocess": false, + "local_download_path": null, + "display_name": null, + "batch_items": [ + { + "identifier": "1", + "version": null + }, + { + "identifier": "2", + "version": null + }, + { + "identifier": "3", + "version": null + }, + { + "identifier": "4", + "version": null + }, + { + "identifier": "5", + "version": null + }, + { + "identifier": "6", + "version": null + } + ] +} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/singlestore/file_data/cars-1-5fb93ce5.json b/test/integration/connectors/expected_results/singlestore/file_data/cars-1-5fb93ce5.json index 893e32847..4dc493fef 100644 --- a/test/integration/connectors/expected_results/singlestore/file_data/cars-1-5fb93ce5.json +++ b/test/integration/connectors/expected_results/singlestore/file_data/cars-1-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-1-5fb93ce5", "connector_type": "singlestore", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-1-5fb93ce5.csv", + "fullpath": "cars-1-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944280.2163992", + "date_processed": "1734615067.994633", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp59qm5jo4/cars-1-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpqcxs8pld/cars-1-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/singlestore/file_data/cars-10-5fb93ce5.json b/test/integration/connectors/expected_results/singlestore/file_data/cars-10-5fb93ce5.json index fdd8e6c59..1e77a6a84 100644 --- a/test/integration/connectors/expected_results/singlestore/file_data/cars-10-5fb93ce5.json +++ b/test/integration/connectors/expected_results/singlestore/file_data/cars-10-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-10-5fb93ce5", "connector_type": "singlestore", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-10-5fb93ce5.csv", + "fullpath": "cars-10-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944281.2270238", + "date_processed": "1734615068.059354", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp59qm5jo4/cars-10-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpqcxs8pld/cars-10-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/singlestore/file_data/cars-11-5fb93ce5.json b/test/integration/connectors/expected_results/singlestore/file_data/cars-11-5fb93ce5.json deleted file mode 100644 index 98b7b500d..000000000 --- a/test/integration/connectors/expected_results/singlestore/file_data/cars-11-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-11-5fb93ce5", - "connector_type": "singlestore", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944280.2163992", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp59qm5jo4/cars-11-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/singlestore/file_data/cars-12-5fb93ce5.json b/test/integration/connectors/expected_results/singlestore/file_data/cars-12-5fb93ce5.json deleted file mode 100644 index cce8df3c4..000000000 --- a/test/integration/connectors/expected_results/singlestore/file_data/cars-12-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-12-5fb93ce5", - "connector_type": "singlestore", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944281.242989", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp59qm5jo4/cars-12-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/singlestore/file_data/cars-13-5fb93ce5.json b/test/integration/connectors/expected_results/singlestore/file_data/cars-13-5fb93ce5.json deleted file mode 100644 index c85e3fe44..000000000 --- a/test/integration/connectors/expected_results/singlestore/file_data/cars-13-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-13-5fb93ce5", - "connector_type": "singlestore", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944281.242989", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp59qm5jo4/cars-13-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/singlestore/file_data/cars-14-5fb93ce5.json b/test/integration/connectors/expected_results/singlestore/file_data/cars-14-5fb93ce5.json deleted file mode 100644 index 450f1f515..000000000 --- a/test/integration/connectors/expected_results/singlestore/file_data/cars-14-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-14-5fb93ce5", - "connector_type": "singlestore", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944281.242989", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp59qm5jo4/cars-14-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/singlestore/file_data/cars-15-5fb93ce5.json b/test/integration/connectors/expected_results/singlestore/file_data/cars-15-5fb93ce5.json deleted file mode 100644 index 573fbac36..000000000 --- a/test/integration/connectors/expected_results/singlestore/file_data/cars-15-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-15-5fb93ce5", - "connector_type": "singlestore", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944281.2270238", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp59qm5jo4/cars-15-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/singlestore/file_data/cars-16-5fb93ce5.json b/test/integration/connectors/expected_results/singlestore/file_data/cars-16-5fb93ce5.json deleted file mode 100644 index 217cbaa35..000000000 --- a/test/integration/connectors/expected_results/singlestore/file_data/cars-16-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-16-5fb93ce5", - "connector_type": "singlestore", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944280.30933", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp59qm5jo4/cars-16-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/singlestore/file_data/cars-17-5fb93ce5.json b/test/integration/connectors/expected_results/singlestore/file_data/cars-17-5fb93ce5.json deleted file mode 100644 index 718908152..000000000 --- a/test/integration/connectors/expected_results/singlestore/file_data/cars-17-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-17-5fb93ce5", - "connector_type": "singlestore", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944281.242989", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp59qm5jo4/cars-17-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/singlestore/file_data/cars-18-5fb93ce5.json b/test/integration/connectors/expected_results/singlestore/file_data/cars-18-5fb93ce5.json deleted file mode 100644 index 8cec55d45..000000000 --- a/test/integration/connectors/expected_results/singlestore/file_data/cars-18-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-18-5fb93ce5", - "connector_type": "singlestore", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944280.2163992", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp59qm5jo4/cars-18-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/singlestore/file_data/cars-19-5fb93ce5.json b/test/integration/connectors/expected_results/singlestore/file_data/cars-19-5fb93ce5.json deleted file mode 100644 index 01ae32249..000000000 --- a/test/integration/connectors/expected_results/singlestore/file_data/cars-19-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-19-5fb93ce5", - "connector_type": "singlestore", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944280.30933", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp59qm5jo4/cars-19-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/singlestore/file_data/cars-2-5fb93ce5.json b/test/integration/connectors/expected_results/singlestore/file_data/cars-2-5fb93ce5.json index b5d10af1f..6bd303f6f 100644 --- a/test/integration/connectors/expected_results/singlestore/file_data/cars-2-5fb93ce5.json +++ b/test/integration/connectors/expected_results/singlestore/file_data/cars-2-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-2-5fb93ce5", "connector_type": "singlestore", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-2-5fb93ce5.csv", + "fullpath": "cars-2-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944281.2270238", + "date_processed": "1734615067.994633", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp59qm5jo4/cars-2-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpqcxs8pld/cars-2-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/singlestore/file_data/cars-20-5fb93ce5.json b/test/integration/connectors/expected_results/singlestore/file_data/cars-20-5fb93ce5.json deleted file mode 100644 index fe12dec2e..000000000 --- a/test/integration/connectors/expected_results/singlestore/file_data/cars-20-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-20-5fb93ce5", - "connector_type": "singlestore", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944280.30933", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp59qm5jo4/cars-20-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/singlestore/file_data/cars-3-5fb93ce5.json b/test/integration/connectors/expected_results/singlestore/file_data/cars-3-5fb93ce5.json index 5b093a8de..50e0232fe 100644 --- a/test/integration/connectors/expected_results/singlestore/file_data/cars-3-5fb93ce5.json +++ b/test/integration/connectors/expected_results/singlestore/file_data/cars-3-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-3-5fb93ce5", "connector_type": "singlestore", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-3-5fb93ce5.csv", + "fullpath": "cars-3-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944280.2163992", + "date_processed": "1734615067.994633", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp59qm5jo4/cars-3-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpqcxs8pld/cars-3-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/singlestore/file_data/cars-4-5fb93ce5.json b/test/integration/connectors/expected_results/singlestore/file_data/cars-4-5fb93ce5.json index 848e2e956..87e682cbf 100644 --- a/test/integration/connectors/expected_results/singlestore/file_data/cars-4-5fb93ce5.json +++ b/test/integration/connectors/expected_results/singlestore/file_data/cars-4-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-4-5fb93ce5", "connector_type": "singlestore", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-4-5fb93ce5.csv", + "fullpath": "cars-4-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944281.2270238", + "date_processed": "1734615067.994633", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp59qm5jo4/cars-4-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpqcxs8pld/cars-4-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/singlestore/file_data/cars-5-5fb93ce5.json b/test/integration/connectors/expected_results/singlestore/file_data/cars-5-5fb93ce5.json index 0a5a9cd98..d13a4e32e 100644 --- a/test/integration/connectors/expected_results/singlestore/file_data/cars-5-5fb93ce5.json +++ b/test/integration/connectors/expected_results/singlestore/file_data/cars-5-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-5-5fb93ce5", "connector_type": "singlestore", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-5-5fb93ce5.csv", + "fullpath": "cars-5-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944281.2270238", + "date_processed": "1734615067.994633", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp59qm5jo4/cars-5-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpqcxs8pld/cars-5-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/singlestore/file_data/cars-6-5fb93ce5.json b/test/integration/connectors/expected_results/singlestore/file_data/cars-6-5fb93ce5.json index fc67e4864..29fadf131 100644 --- a/test/integration/connectors/expected_results/singlestore/file_data/cars-6-5fb93ce5.json +++ b/test/integration/connectors/expected_results/singlestore/file_data/cars-6-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-6-5fb93ce5", "connector_type": "singlestore", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-6-5fb93ce5.csv", + "fullpath": "cars-6-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944280.30933", + "date_processed": "1734615067.994633", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp59qm5jo4/cars-6-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpqcxs8pld/cars-6-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/singlestore/file_data/cars-7-5fb93ce5.json b/test/integration/connectors/expected_results/singlestore/file_data/cars-7-5fb93ce5.json index 333bdd9ef..eef078d76 100644 --- a/test/integration/connectors/expected_results/singlestore/file_data/cars-7-5fb93ce5.json +++ b/test/integration/connectors/expected_results/singlestore/file_data/cars-7-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-7-5fb93ce5", "connector_type": "singlestore", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-7-5fb93ce5.csv", + "fullpath": "cars-7-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944280.30933", + "date_processed": "1734615068.059354", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp59qm5jo4/cars-7-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpqcxs8pld/cars-7-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/singlestore/file_data/cars-8-5fb93ce5.json b/test/integration/connectors/expected_results/singlestore/file_data/cars-8-5fb93ce5.json index 55c94dae1..ecd0aff24 100644 --- a/test/integration/connectors/expected_results/singlestore/file_data/cars-8-5fb93ce5.json +++ b/test/integration/connectors/expected_results/singlestore/file_data/cars-8-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-8-5fb93ce5", "connector_type": "singlestore", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-8-5fb93ce5.csv", + "fullpath": "cars-8-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944281.242989", + "date_processed": "1734615068.059354", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp59qm5jo4/cars-8-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpqcxs8pld/cars-8-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/singlestore/file_data/cars-9-5fb93ce5.json b/test/integration/connectors/expected_results/singlestore/file_data/cars-9-5fb93ce5.json index 0dfd77f6a..d41794c93 100644 --- a/test/integration/connectors/expected_results/singlestore/file_data/cars-9-5fb93ce5.json +++ b/test/integration/connectors/expected_results/singlestore/file_data/cars-9-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-9-5fb93ce5", "connector_type": "singlestore", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-9-5fb93ce5.csv", + "fullpath": "cars-9-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944280.2163992", + "date_processed": "1734615068.059354", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmp59qm5jo4/cars-9-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpqcxs8pld/cars-9-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/singlestore/stager/DA-1p-with-duplicate-pages.pdf.json b/test/integration/connectors/expected_results/singlestore/stager/DA-1p-with-duplicate-pages.pdf.json new file mode 100644 index 000000000..544b83145 --- /dev/null +++ b/test/integration/connectors/expected_results/singlestore/stager/DA-1p-with-duplicate-pages.pdf.json @@ -0,0 +1,8780 @@ +[ + { + "type": "CompositeElement", + "element_id": "2470d8dc42215b3d68413b55bf00fed2", + "text": "MAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.\n\nAs we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "embeddings": [ + -0.03250373527407646, + 0.11405647546052933, + -0.032587453722953796, + 0.055381521582603455, + 0.059564560651779175, + 0.015745751559734344, + 0.09562661498785019, + 0.010293334722518921, + -0.04083289951086044, + -0.08257907629013062, + -0.03238358721137047, + -0.014912012033164501, + -0.0198091808706522, + -0.01337512768805027, + -0.020495573058724403, + 0.002414087299257517, + -0.06527095288038254, + 0.01364147663116455, + -0.033934954553842545, + 0.050227586179971695, + 0.0013295856770128012, + 0.08505179733037949, + -0.00859166868031025, + 0.0372328907251358, + -0.04048413783311844, + 0.02850324660539627, + -0.040489185601472855, + -0.014602068811655045, + 0.025089364498853683, + -0.06689489632844925, + 0.03795711323618889, + -0.030162107199430466, + -0.028193792328238487, + 0.031401507556438446, + -0.060299064964056015, + 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enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "embeddings": [ + 0.04131437838077545, + 0.010438342578709126, + -0.029227782040834427, + 0.1221429705619812, + 0.04667265713214874, + 0.006988010834902525, + 0.0879746824502945, + 0.01658152975142002, + 0.03387213870882988, + -0.05106586217880249, + -0.008163172751665115, + 0.01942339539527893, + 0.009290399961173534, + -0.04159928858280182, + -0.05286703631281853, + -0.03266151621937752, + -0.038281168788671494, + 0.05058445408940315, + -0.008906042203307152, + 0.045186761766672134, + 0.020186468958854675, + 0.0016097123734652996, + -0.031074801459908485, + 0.037382230162620544, + -0.06611403822898865, + 0.008967640809714794, + -0.0006455020047724247, + -0.09537012130022049, + 0.020525731146335602, + -0.04392102733254433, + -0.04517001286149025, + 0.08344835788011551, + -0.04777715727686882, + 0.016811847686767578, + -0.08461599797010422, + 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "embeddings": [ + 0.037358030676841736, + -0.020528586581349373, + -0.0796353816986084, + 0.07023921608924866, + -0.06806978583335876, + -0.053695108741521835, + 0.07401636987924576, + 0.012273840606212616, + 0.033039968460798264, + -0.045149460434913635, + -0.012830198742449284, + -0.011274494230747223, + 0.02671178989112377, + -0.06151292100548744, + -0.02749647945165634, + -0.023190999403595924, + -0.060615431517362595, + -0.05463779345154762, + 0.021168455481529236, + 0.1274556964635849, + 0.028768477961421013, + -0.046644821763038635, + -0.035690709948539734, + 0.06094501167535782, + -0.06838582456111908, + -0.013283107429742813, + -0.027634529396891594, + -0.035816628485918045, + 0.04861142858862877, + -0.09768129140138626, + 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "embeddings": [ + 0.029347889125347137, + -0.04517943039536476, + -0.10511812567710876, + -0.024585271254181862, + -0.007356676738709211, + -0.08651377260684967, + 0.022096142172813416, + -0.020169580355286598, + 0.06375181674957275, + -0.09861749410629272, + -0.05085907503962517, + 0.02313208393752575, + 0.06010859087109566, + -0.10936880111694336, + -0.014296606183052063, + -0.012459876947104931, + -0.049071744084358215, + -0.04973546788096428, + -0.05237169563770294, + 0.03888620063662529, + -0.012627502903342247, + -0.029852764680981636, + 0.06629118323326111, + 0.11194230616092682, + -0.061922457069158554, + -0.06858310848474503, + 0.06536244601011276, + -0.029726700857281685, + -0.003926862496882677, + -0.043617378920316696, + -0.04400668293237686, + 0.09197808057069778, + 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enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", + "embeddings": [ + -0.01682751625776291, + 0.044853467494249344, + -0.02427399344742298, + 0.019526232033967972, + -0.02260245941579342, + -0.02364928461611271, + -0.008829304948449135, + -0.0010938029736280441, + -0.03609094396233559, + 0.0002817685599438846, + -0.018739674240350723, + -0.03417038917541504, + -0.003862546756863594, + -0.037164438515901566, + -0.08567661792039871, + 0.038517385721206665, + 0.04341655224561691, + 0.03751537576317787, + 0.03385096788406372, + 0.08904548734426498, + 0.0018377407686784863, + 0.008340608328580856, + 0.03759521245956421, + 0.02481389231979847, + -0.027865441516041756, + -0.04453030973672867, + 0.00808127224445343, + -0.003838210366666317, + -0.021035296842455864, + -0.07071445882320404, + -0.06779080629348755, + 0.04234655573964119, + 0.01738337054848671, + -0.014189333654940128, + 0.013577292673289776, + 0.07574520260095596, + 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", + "embeddings": [ + 0.03848652541637421, + 0.07322842627763748, + -0.039086371660232544, + 0.014992752112448215, + 0.0782385915517807, + -0.026279285550117493, + 0.07023986428976059, + -0.0001279494317714125, + -0.058713387697935104, + -0.07570464164018631, + 0.02176794223487377, + -0.0005701213958673179, + -0.0019813489634543657, + -0.07120512425899506, + -0.03209613263607025, + -0.02752888761460781, + -0.1049681082367897, + -0.014891864731907845, + 0.004007284063845873, + 0.00852011889219284, + -0.05432821437716484, + 0.07113152742385864, + 0.001230935798957944, + 0.041040707379579544, + 0.046427223831415176, + -0.0405488945543766, + -0.006561534013599157, + 0.023826558142900467, + 0.03458769991993904, + -0.053628306835889816, + 0.09278160333633423, + -0.006737314630299807, + 0.05220581963658333, + -0.036295779049396515, + -0.0485057532787323, + 0.11319926381111145, + 0.027510428801178932, + -0.014265256933867931, + 0.010309591889381409, + 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "embeddings": [ + -0.03250373527407646, + 0.11405647546052933, + -0.032587453722953796, + 0.055381521582603455, + 0.059564560651779175, + 0.015745751559734344, + 0.09562661498785019, + 0.010293334722518921, + -0.04083289951086044, + -0.08257907629013062, + -0.03238358721137047, + -0.014912012033164501, + -0.0198091808706522, + -0.01337512768805027, + -0.020495573058724403, + 0.002414087299257517, + -0.06527095288038254, + 0.01364147663116455, + -0.033934954553842545, + 0.050227586179971695, + 0.0013295856770128012, + 0.08505179733037949, + -0.00859166868031025, + 0.0372328907251358, + -0.04048413783311844, + 0.02850324660539627, + -0.040489185601472855, + -0.014602068811655045, + 0.025089364498853683, + -0.06689489632844925, + 0.03795711323618889, + -0.030162107199430466, + -0.028193792328238487, + 0.031401507556438446, + -0.060299064964056015, + 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enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "embeddings": [ + 0.04131437838077545, + 0.010438342578709126, + -0.029227782040834427, + 0.1221429705619812, + 0.04667265713214874, + 0.006988010834902525, + 0.0879746824502945, + 0.01658152975142002, + 0.03387213870882988, + -0.05106586217880249, + -0.008163172751665115, + 0.01942339539527893, + 0.009290399961173534, + -0.04159928858280182, + -0.05286703631281853, + -0.03266151621937752, + -0.038281168788671494, + 0.05058445408940315, + -0.008906042203307152, + 0.045186761766672134, + 0.020186468958854675, + 0.0016097123734652996, + -0.031074801459908485, + 0.037382230162620544, + -0.06611403822898865, + 0.008967640809714794, + -0.0006455020047724247, + -0.09537012130022049, + 0.020525731146335602, + -0.04392102733254433, + -0.04517001286149025, + 0.08344835788011551, + -0.04777715727686882, + 0.016811847686767578, + -0.08461599797010422, + 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "embeddings": [ + 0.037358030676841736, + -0.020528586581349373, + -0.0796353816986084, + 0.07023921608924866, + -0.06806978583335876, + -0.053695108741521835, + 0.07401636987924576, + 0.012273840606212616, + 0.033039968460798264, + -0.045149460434913635, + -0.012830198742449284, + -0.011274494230747223, + 0.02671178989112377, + -0.06151292100548744, + -0.02749647945165634, + -0.023190999403595924, + -0.060615431517362595, + -0.05463779345154762, + 0.021168455481529236, + 0.1274556964635849, + 0.028768477961421013, + -0.046644821763038635, + -0.035690709948539734, + 0.06094501167535782, + -0.06838582456111908, + -0.013283107429742813, + -0.027634529396891594, + -0.035816628485918045, + 0.04861142858862877, + -0.09768129140138626, + 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "embeddings": [ + 0.029347889125347137, + -0.04517943039536476, + -0.10511812567710876, + -0.024585271254181862, + -0.007356676738709211, + -0.08651377260684967, + 0.022096142172813416, + -0.020169580355286598, + 0.06375181674957275, + -0.09861749410629272, + -0.05085907503962517, + 0.02313208393752575, + 0.06010859087109566, + -0.10936880111694336, + -0.014296606183052063, + -0.012459876947104931, + -0.049071744084358215, + -0.04973546788096428, + -0.05237169563770294, + 0.03888620063662529, + -0.012627502903342247, + -0.029852764680981636, + 0.06629118323326111, + 0.11194230616092682, + -0.061922457069158554, + -0.06858310848474503, + 0.06536244601011276, + -0.029726700857281685, + -0.003926862496882677, + -0.043617378920316696, + -0.04400668293237686, + 0.09197808057069778, + 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enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", + "embeddings": [ + -0.01682751625776291, + 0.044853467494249344, + -0.02427399344742298, + 0.019526232033967972, + -0.02260245941579342, + -0.02364928461611271, + -0.008829304948449135, + -0.0010938029736280441, + -0.03609094396233559, + 0.0002817685599438846, + -0.018739674240350723, + -0.03417038917541504, + -0.003862546756863594, + -0.037164438515901566, + -0.08567661792039871, + 0.038517385721206665, + 0.04341655224561691, + 0.03751537576317787, + 0.03385096788406372, + 0.08904548734426498, + 0.0018377407686784863, + 0.008340608328580856, + 0.03759521245956421, + 0.02481389231979847, + -0.027865441516041756, + -0.04453030973672867, + 0.00808127224445343, + -0.003838210366666317, + -0.021035296842455864, + -0.07071445882320404, + -0.06779080629348755, + 0.04234655573964119, + 0.01738337054848671, + -0.014189333654940128, + 0.013577292673289776, + 0.07574520260095596, + 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", + "embeddings": [ + 0.03848652541637421, + 0.07322842627763748, + -0.039086371660232544, + 0.014992752112448215, + 0.0782385915517807, + -0.026279285550117493, + 0.07023986428976059, + -0.0001279494317714125, + -0.058713387697935104, + -0.07570464164018631, + 0.02176794223487377, + -0.0005701213958673179, + -0.0019813489634543657, + -0.07120512425899506, + -0.03209613263607025, + -0.02752888761460781, + -0.1049681082367897, + -0.014891864731907845, + 0.004007284063845873, + 0.00852011889219284, + -0.05432821437716484, + 0.07113152742385864, + 0.001230935798957944, + 0.041040707379579544, + 0.046427223831415176, + -0.0405488945543766, + -0.006561534013599157, + 0.023826558142900467, + 0.03458769991993904, + -0.053628306835889816, + 0.09278160333633423, + -0.006737314630299807, + 0.05220581963658333, + -0.036295779049396515, + -0.0485057532787323, + 0.11319926381111145, + 0.027510428801178932, + -0.014265256933867931, + 0.010309591889381409, + 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "embeddings": [ + -0.03250373527407646, + 0.11405647546052933, + -0.032587453722953796, + 0.055381521582603455, + 0.059564560651779175, + 0.015745751559734344, + 0.09562661498785019, + 0.010293334722518921, + -0.04083289951086044, + -0.08257907629013062, + -0.03238358721137047, + -0.014912012033164501, + -0.0198091808706522, + -0.01337512768805027, + -0.020495573058724403, + 0.002414087299257517, + -0.06527095288038254, + 0.01364147663116455, + -0.033934954553842545, + 0.050227586179971695, + 0.0013295856770128012, + 0.08505179733037949, + -0.00859166868031025, + 0.0372328907251358, + -0.04048413783311844, + 0.02850324660539627, + -0.040489185601472855, + -0.014602068811655045, + 0.025089364498853683, + -0.06689489632844925, + 0.03795711323618889, + -0.030162107199430466, + -0.028193792328238487, + 0.031401507556438446, + -0.060299064964056015, + 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enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "embeddings": [ + 0.04131437838077545, + 0.010438342578709126, + -0.029227782040834427, + 0.1221429705619812, + 0.04667265713214874, + 0.006988010834902525, + 0.0879746824502945, + 0.01658152975142002, + 0.03387213870882988, + -0.05106586217880249, + -0.008163172751665115, + 0.01942339539527893, + 0.009290399961173534, + -0.04159928858280182, + -0.05286703631281853, + -0.03266151621937752, + -0.038281168788671494, + 0.05058445408940315, + -0.008906042203307152, + 0.045186761766672134, + 0.020186468958854675, + 0.0016097123734652996, + -0.031074801459908485, + 0.037382230162620544, + -0.06611403822898865, + 0.008967640809714794, + -0.0006455020047724247, + -0.09537012130022049, + 0.020525731146335602, + -0.04392102733254433, + -0.04517001286149025, + 0.08344835788011551, + -0.04777715727686882, + 0.016811847686767578, + -0.08461599797010422, + 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Should the demon get the upper hand, the result is an unholy union known as an abomination. 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "embeddings": [ + 0.029347889125347137, + -0.04517943039536476, + -0.10511812567710876, + -0.024585271254181862, + -0.007356676738709211, + -0.08651377260684967, + 0.022096142172813416, + -0.020169580355286598, + 0.06375181674957275, + -0.09861749410629272, + -0.05085907503962517, + 0.02313208393752575, + 0.06010859087109566, + -0.10936880111694336, + -0.014296606183052063, + -0.012459876947104931, + -0.049071744084358215, + -0.04973546788096428, + -0.05237169563770294, + 0.03888620063662529, + -0.012627502903342247, + -0.029852764680981636, + 0.06629118323326111, + 0.11194230616092682, + -0.061922457069158554, + -0.06858310848474503, + 0.06536244601011276, + -0.029726700857281685, + -0.003926862496882677, + -0.043617378920316696, + -0.04400668293237686, + 0.09197808057069778, + 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enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", + "embeddings": [ + -0.08342055231332779, + 0.052118003368377686, + 0.00927137490361929, + 0.00821769516915083, + -0.01837557926774025, + -0.022791797295212746, + 0.0005622926400974393, + 0.015177621506154537, + -0.044368308037519455, + -0.03960308060050011, + 0.02673662267625332, + 0.017424117773771286, + 0.03634529188275337, + -0.05126689001917839, + -0.11323326081037521, + 0.023094939067959785, + 0.03664935380220413, + 0.0706443339586258, + -0.010426182299852371, + 0.05276356637477875, + 0.028232764452695847, + -0.00017360948550049216, + 0.03809289634227753, + 0.07166895270347595, + 0.010475720278918743, + -0.037191905081272125, + -0.0024140281602740288, + -0.029270833358168602, + -0.006603992078453302, + -0.02663854882121086, + -0.06387452781200409, + 0.010723570361733437, + -0.02904103510081768, + 0.05121173709630966, + -0.010028553195297718, + 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b/test/integration/connectors/expected_results/singlestore/stager/DA-1p-with-duplicate-pages.pdf.ndjson @@ -0,0 +1,22 @@ +{"type": "CompositeElement", "element_id": "2470d8dc42215b3d68413b55bf00fed2", "text": "MAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.\n\nAs we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.", "embeddings": [0.07777129113674164, 0.0606350377202034, 0.016699742525815964, 0.025474421679973602, 0.05472065135836601, -0.03785642236471176, 0.06506576389074326, -0.017842525616288185, -0.03878961130976677, 0.028590677306056023, -0.02399466559290886, -0.09211020171642303, -0.031279392540454865, -0.014241814613342285, -0.02141973376274109, 0.035573363304138184, -0.0033338244538754225, -0.02463681809604168, 0.04393996670842171, 0.03571218624711037, -0.05851663649082184, 0.0818575844168663, -0.005700137931853533, 0.022535672411322594, -0.01637371815741062, 0.01310789491981268, 0.00545160286128521, 0.07582753896713257, -0.02088712714612484, -0.09370554238557816, 0.01554977335035801, 0.03139982372522354, 0.09939400851726532, -0.0447249561548233, 0.04104244336485863, 0.03144077584147453, -0.011065934784710407, -0.09264220297336578, 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village chantry, stood the mage. But he was human no longer.", "embeddings": [0.06515897065401077, 0.08165230602025986, -0.10411985963582993, 0.011494919657707214, 0.037635743618011475, 0.0007202195702120662, 0.02381136454641819, 0.0034838682040572166, -0.02911505103111267, -0.07098130881786346, 0.040065743029117584, -0.004433871246874332, -0.028157107532024384, -0.07502378523349762, 0.029821500182151794, -0.045093756169080734, -0.09928543865680695, 0.02400234527885914, 0.0453975573182106, 0.009584392420947552, -0.0010586134158074856, 0.03824637457728386, 0.021779870614409447, 0.020116383209824562, 0.014940004795789719, -0.059104498475790024, -0.021776381880044937, -0.0059412759728729725, 0.09218966215848923, -0.01688700169324875, 0.05750339478254318, -0.027511965483427048, 0.02659834548830986, -0.0273316390812397, -0.08658789843320847, 0.12181653082370758, 0.030021319165825844, 0.016070686280727386, -0.01696799136698246, -0.02057383954524994, 0.02791476435959339, 0.0024439324624836445, -0.14658749103546143, 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "embeddings": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 0.055381521582603455, 0.059564560651779175, 0.015745751559734344, 0.09562661498785019, 0.010293334722518921, -0.04083289951086044, -0.08257907629013062, -0.03238358721137047, -0.014912012033164501, -0.0198091808706522, -0.01337512768805027, -0.020495573058724403, 0.002414087299257517, -0.06527095288038254, 0.01364147663116455, -0.033934954553842545, 0.050227586179971695, 0.0013295856770128012, 0.08505179733037949, -0.00859166868031025, 0.0372328907251358, -0.04048413783311844, 0.02850324660539627, -0.040489185601472855, -0.014602068811655045, 0.025089364498853683, -0.06689489632844925, 0.03795711323618889, -0.030162107199430466, -0.028193792328238487, 0.031401507556438446, -0.060299064964056015, 0.07824402302503586, 0.0417218841612339, -0.00280062691308558, 0.015016979537904263, 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templar in Cumberland, 8:84 Blessed.\n\nIt is known that mages are able to walk the Fade while completely aware of their surroundings, unlike most others who may only enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "embeddings": [0.04131437838077545, 0.010438342578709126, -0.029227782040834427, 0.1221429705619812, 0.04667265713214874, 0.006988010834902525, 0.0879746824502945, 0.01658152975142002, 0.03387213870882988, -0.05106586217880249, -0.008163172751665115, 0.01942339539527893, 0.009290399961173534, -0.04159928858280182, -0.05286703631281853, -0.03266151621937752, -0.038281168788671494, 0.05058445408940315, -0.008906042203307152, 0.045186761766672134, 0.020186468958854675, 0.0016097123734652996, -0.031074801459908485, 0.037382230162620544, -0.06611403822898865, 0.008967640809714794, -0.0006455020047724247, -0.09537012130022049, 0.020525731146335602, -0.04392102733254433, -0.04517001286149025, 0.08344835788011551, -0.04777715727686882, 0.016811847686767578, -0.08461599797010422, 0.056300051510334015, 0.03214816376566887, 0.026472169905900955, 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always attempts to possess a mage when it encounters one\u2014by force or by making some kind of deal depending on the strength of the mage. Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", "embeddings": [0.037358030676841736, -0.020528586581349373, -0.0796353816986084, 0.07023921608924866, -0.06806978583335876, -0.053695108741521835, 0.07401636987924576, 0.012273840606212616, 0.033039968460798264, -0.045149460434913635, -0.012830198742449284, -0.011274494230747223, 0.02671178989112377, -0.06151292100548744, -0.02749647945165634, -0.023190999403595924, -0.060615431517362595, -0.05463779345154762, 0.021168455481529236, 0.1274556964635849, 0.028768477961421013, -0.046644821763038635, -0.035690709948539734, 0.06094501167535782, -0.06838582456111908, -0.013283107429742813, -0.027634529396891594, -0.035816628485918045, 0.04861142858862877, -0.09768129140138626, -0.0510096400976181, 0.08331329375505447, -0.09209876507520676, 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "embeddings": [0.029347889125347137, -0.04517943039536476, -0.10511812567710876, -0.024585271254181862, -0.007356676738709211, -0.08651377260684967, 0.022096142172813416, -0.020169580355286598, 0.06375181674957275, -0.09861749410629272, -0.05085907503962517, 0.02313208393752575, 0.06010859087109566, -0.10936880111694336, -0.014296606183052063, -0.012459876947104931, -0.049071744084358215, -0.04973546788096428, -0.05237169563770294, 0.03888620063662529, -0.012627502903342247, -0.029852764680981636, 0.06629118323326111, 0.11194230616092682, -0.061922457069158554, -0.06858310848474503, 0.06536244601011276, -0.029726700857281685, -0.003926862496882677, -0.043617378920316696, -0.04400668293237686, 0.09197808057069778, -0.03772498667240143, -0.06420345604419708, -0.06515754759311676, 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"element_id": "17d95063f79ee541af296d142b36e35f", "text": "Arcane Horror\n\n\"Upon ascending to the second floor of the tower, we were greeted by a gruesome sight: a ragged collection of bones wearing the robes of one of the senior enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "embeddings": [-0.01682751625776291, 0.044853467494249344, -0.02427399344742298, 0.019526232033967972, -0.02260245941579342, -0.02364928461611271, -0.008829304948449135, -0.0010938029736280441, -0.03609094396233559, 0.0002817685599438846, -0.018739674240350723, -0.03417038917541504, -0.003862546756863594, -0.037164438515901566, -0.08567661792039871, 0.038517385721206665, 0.04341655224561691, 0.03751537576317787, 0.03385096788406372, 0.08904548734426498, 0.0018377407686784863, 0.008340608328580856, 0.03759521245956421, 0.02481389231979847, -0.027865441516041756, -0.04453030973672867, 0.00808127224445343, -0.003838210366666317, -0.021035296842455864, -0.07071445882320404, -0.06779080629348755, 0.04234655573964119, 0.01738337054848671, -0.014189333654940128, 0.013577292673289776, 0.07574520260095596, 0.06995886564254761, -0.039838001132011414, 0.050228819251060486, 0.0009188558324240148, 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splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", "embeddings": [0.03848652541637421, 0.07322842627763748, -0.039086371660232544, 0.014992752112448215, 0.0782385915517807, -0.026279285550117493, 0.07023986428976059, -0.0001279494317714125, -0.058713387697935104, -0.07570464164018631, 0.02176794223487377, -0.0005701213958673179, -0.0019813489634543657, -0.07120512425899506, -0.03209613263607025, -0.02752888761460781, -0.1049681082367897, -0.014891864731907845, 0.004007284063845873, 0.00852011889219284, -0.05432821437716484, 0.07113152742385864, 0.001230935798957944, 0.041040707379579544, 0.046427223831415176, -0.0405488945543766, -0.006561534013599157, 0.023826558142900467, 0.03458769991993904, -0.053628306835889816, 0.09278160333633423, -0.006737314630299807, 0.05220581963658333, -0.036295779049396515, -0.0485057532787323, 0.11319926381111145, 0.027510428801178932, -0.014265256933867931, 0.010309591889381409, -0.01602257788181305, -0.005835033021867275, 0.0045592039823532104, -0.06903189420700073, 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "embeddings": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 0.055381521582603455, 0.059564560651779175, 0.015745751559734344, 0.09562661498785019, 0.010293334722518921, -0.04083289951086044, -0.08257907629013062, -0.03238358721137047, -0.014912012033164501, -0.0198091808706522, -0.01337512768805027, -0.020495573058724403, 0.002414087299257517, -0.06527095288038254, 0.01364147663116455, -0.033934954553842545, 0.050227586179971695, 0.0013295856770128012, 0.08505179733037949, -0.00859166868031025, 0.0372328907251358, -0.04048413783311844, 0.02850324660539627, -0.040489185601472855, -0.014602068811655045, 0.025089364498853683, -0.06689489632844925, 0.03795711323618889, -0.030162107199430466, -0.028193792328238487, 0.031401507556438446, -0.060299064964056015, 0.07824402302503586, 0.0417218841612339, -0.00280062691308558, 0.015016979537904263, 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templar in Cumberland, 8:84 Blessed.\n\nIt is known that mages are able to walk the Fade while completely aware of their surroundings, unlike most others who may only enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "embeddings": [0.04131437838077545, 0.010438342578709126, -0.029227782040834427, 0.1221429705619812, 0.04667265713214874, 0.006988010834902525, 0.0879746824502945, 0.01658152975142002, 0.03387213870882988, -0.05106586217880249, -0.008163172751665115, 0.01942339539527893, 0.009290399961173534, -0.04159928858280182, -0.05286703631281853, -0.03266151621937752, -0.038281168788671494, 0.05058445408940315, -0.008906042203307152, 0.045186761766672134, 0.020186468958854675, 0.0016097123734652996, -0.031074801459908485, 0.037382230162620544, -0.06611403822898865, 0.008967640809714794, -0.0006455020047724247, -0.09537012130022049, 0.020525731146335602, -0.04392102733254433, -0.04517001286149025, 0.08344835788011551, -0.04777715727686882, 0.016811847686767578, -0.08461599797010422, 0.056300051510334015, 0.03214816376566887, 0.026472169905900955, 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always attempts to possess a mage when it encounters one\u2014by force or by making some kind of deal depending on the strength of the mage. Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", "embeddings": [0.037358030676841736, -0.020528586581349373, -0.0796353816986084, 0.07023921608924866, -0.06806978583335876, -0.053695108741521835, 0.07401636987924576, 0.012273840606212616, 0.033039968460798264, -0.045149460434913635, -0.012830198742449284, -0.011274494230747223, 0.02671178989112377, -0.06151292100548744, -0.02749647945165634, -0.023190999403595924, -0.060615431517362595, -0.05463779345154762, 0.021168455481529236, 0.1274556964635849, 0.028768477961421013, -0.046644821763038635, -0.035690709948539734, 0.06094501167535782, -0.06838582456111908, -0.013283107429742813, -0.027634529396891594, -0.035816628485918045, 0.04861142858862877, -0.09768129140138626, -0.0510096400976181, 0.08331329375505447, -0.09209876507520676, 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "embeddings": [0.029347889125347137, -0.04517943039536476, -0.10511812567710876, -0.024585271254181862, -0.007356676738709211, -0.08651377260684967, 0.022096142172813416, -0.020169580355286598, 0.06375181674957275, -0.09861749410629272, -0.05085907503962517, 0.02313208393752575, 0.06010859087109566, -0.10936880111694336, -0.014296606183052063, -0.012459876947104931, -0.049071744084358215, -0.04973546788096428, -0.05237169563770294, 0.03888620063662529, -0.012627502903342247, -0.029852764680981636, 0.06629118323326111, 0.11194230616092682, -0.061922457069158554, -0.06858310848474503, 0.06536244601011276, -0.029726700857281685, -0.003926862496882677, -0.043617378920316696, -0.04400668293237686, 0.09197808057069778, -0.03772498667240143, -0.06420345604419708, -0.06515754759311676, 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"element_id": "9898e8da83933fafa47600450eca67f1", "text": "Arcane Horror\n\n\"Upon ascending to the second floor of the tower, we were greeted by a gruesome sight: a ragged collection of bones wearing the robes of one of the senior enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "embeddings": [-0.01682751625776291, 0.044853467494249344, -0.02427399344742298, 0.019526232033967972, -0.02260245941579342, -0.02364928461611271, -0.008829304948449135, -0.0010938029736280441, -0.03609094396233559, 0.0002817685599438846, -0.018739674240350723, -0.03417038917541504, -0.003862546756863594, -0.037164438515901566, -0.08567661792039871, 0.038517385721206665, 0.04341655224561691, 0.03751537576317787, 0.03385096788406372, 0.08904548734426498, 0.0018377407686784863, 0.008340608328580856, 0.03759521245956421, 0.02481389231979847, -0.027865441516041756, -0.04453030973672867, 0.00808127224445343, -0.003838210366666317, -0.021035296842455864, -0.07071445882320404, -0.06779080629348755, 0.04234655573964119, 0.01738337054848671, -0.014189333654940128, 0.013577292673289776, 0.07574520260095596, 0.06995886564254761, -0.039838001132011414, 0.050228819251060486, 0.0009188558324240148, 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splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", "embeddings": [0.03848652541637421, 0.07322842627763748, -0.039086371660232544, 0.014992752112448215, 0.0782385915517807, -0.026279285550117493, 0.07023986428976059, -0.0001279494317714125, -0.058713387697935104, -0.07570464164018631, 0.02176794223487377, -0.0005701213958673179, -0.0019813489634543657, -0.07120512425899506, -0.03209613263607025, -0.02752888761460781, -0.1049681082367897, -0.014891864731907845, 0.004007284063845873, 0.00852011889219284, -0.05432821437716484, 0.07113152742385864, 0.001230935798957944, 0.041040707379579544, 0.046427223831415176, -0.0405488945543766, -0.006561534013599157, 0.023826558142900467, 0.03458769991993904, -0.053628306835889816, 0.09278160333633423, -0.006737314630299807, 0.05220581963658333, -0.036295779049396515, -0.0485057532787323, 0.11319926381111145, 0.027510428801178932, -0.014265256933867931, 0.010309591889381409, -0.01602257788181305, -0.005835033021867275, 0.0045592039823532104, -0.06903189420700073, 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "embeddings": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 0.055381521582603455, 0.059564560651779175, 0.015745751559734344, 0.09562661498785019, 0.010293334722518921, -0.04083289951086044, -0.08257907629013062, -0.03238358721137047, -0.014912012033164501, -0.0198091808706522, -0.01337512768805027, -0.020495573058724403, 0.002414087299257517, -0.06527095288038254, 0.01364147663116455, -0.033934954553842545, 0.050227586179971695, 0.0013295856770128012, 0.08505179733037949, -0.00859166868031025, 0.0372328907251358, -0.04048413783311844, 0.02850324660539627, -0.040489185601472855, -0.014602068811655045, 0.025089364498853683, -0.06689489632844925, 0.03795711323618889, -0.030162107199430466, -0.028193792328238487, 0.031401507556438446, -0.060299064964056015, 0.07824402302503586, 0.0417218841612339, -0.00280062691308558, 0.015016979537904263, 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templar in Cumberland, 8:84 Blessed.\n\nIt is known that mages are able to walk the Fade while completely aware of their surroundings, unlike most others who may only enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "embeddings": [0.04131437838077545, 0.010438342578709126, -0.029227782040834427, 0.1221429705619812, 0.04667265713214874, 0.006988010834902525, 0.0879746824502945, 0.01658152975142002, 0.03387213870882988, -0.05106586217880249, -0.008163172751665115, 0.01942339539527893, 0.009290399961173534, -0.04159928858280182, -0.05286703631281853, -0.03266151621937752, -0.038281168788671494, 0.05058445408940315, -0.008906042203307152, 0.045186761766672134, 0.020186468958854675, 0.0016097123734652996, -0.031074801459908485, 0.037382230162620544, -0.06611403822898865, 0.008967640809714794, -0.0006455020047724247, -0.09537012130022049, 0.020525731146335602, -0.04392102733254433, -0.04517001286149025, 0.08344835788011551, -0.04777715727686882, 0.016811847686767578, -0.08461599797010422, 0.056300051510334015, 0.03214816376566887, 0.026472169905900955, 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Should the demon get the upper hand, the result is an unholy union known as an abomination. 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "embeddings": [0.029347889125347137, -0.04517943039536476, -0.10511812567710876, -0.024585271254181862, -0.007356676738709211, -0.08651377260684967, 0.022096142172813416, -0.020169580355286598, 0.06375181674957275, -0.09861749410629272, -0.05085907503962517, 0.02313208393752575, 0.06010859087109566, -0.10936880111694336, -0.014296606183052063, -0.012459876947104931, -0.049071744084358215, -0.04973546788096428, -0.05237169563770294, 0.03888620063662529, -0.012627502903342247, -0.029852764680981636, 0.06629118323326111, 0.11194230616092682, -0.061922457069158554, -0.06858310848474503, 0.06536244601011276, -0.029726700857281685, -0.003926862496882677, -0.043617378920316696, -0.04400668293237686, 0.09197808057069778, -0.03772498667240143, -0.06420345604419708, -0.06515754759311676, 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"element_id": "3e7327ee201e84f3061474204708d8f7", "text": "Arcane Horror\n\n\"Upon ascending to the second floor of the tower, we were greeted by a gruesome sight: a ragged collection of bones wearing the robes of one of the senior enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", "embeddings": [-0.08342055231332779, 0.052118003368377686, 0.00927137490361929, 0.00821769516915083, -0.01837557926774025, -0.022791797295212746, 0.0005622926400974393, 0.015177621506154537, -0.044368308037519455, -0.03960308060050011, 0.02673662267625332, 0.017424117773771286, 0.03634529188275337, -0.05126689001917839, -0.11323326081037521, 0.023094939067959785, 0.03664935380220413, 0.0706443339586258, -0.010426182299852371, 0.05276356637477875, 0.028232764452695847, -0.00017360948550049216, 0.03809289634227753, 0.07166895270347595, 0.010475720278918743, -0.037191905081272125, -0.0024140281602740288, -0.029270833358168602, -0.006603992078453302, -0.02663854882121086, -0.06387452781200409, 0.010723570361733437, -0.02904103510081768, 0.05121173709630966, -0.010028553195297718, 0.0959436297416687, 0.09057556092739105, 0.0009347658487968147, -0.003882128046825528, 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b/test/integration/connectors/expected_results/snowflake/stager/DA-1p-with-duplicate-pages.pdf.json new file mode 100644 index 000000000..544b83145 --- /dev/null +++ b/test/integration/connectors/expected_results/snowflake/stager/DA-1p-with-duplicate-pages.pdf.json @@ -0,0 +1,8780 @@ +[ + { + "type": "CompositeElement", + "element_id": "2470d8dc42215b3d68413b55bf00fed2", + "text": "MAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.\n\nAs we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.", + "embeddings": [ + 0.07777129113674164, + 0.0606350377202034, + 0.016699742525815964, + 0.025474421679973602, + 0.05472065135836601, + -0.03785642236471176, + 0.06506576389074326, + -0.017842525616288185, + -0.03878961130976677, + 0.028590677306056023, + -0.02399466559290886, + -0.09211020171642303, + -0.031279392540454865, + -0.014241814613342285, + -0.02141973376274109, + 0.035573363304138184, + -0.0033338244538754225, + -0.02463681809604168, + 0.04393996670842171, + 0.03571218624711037, + -0.05851663649082184, + 0.0818575844168663, + -0.005700137931853533, + 0.022535672411322594, + -0.01637371815741062, + 0.01310789491981268, + 0.00545160286128521, + 0.07582753896713257, + -0.02088712714612484, + -0.09370554238557816, + 0.01554977335035801, + 0.03139982372522354, + 0.09939400851726532, + -0.0447249561548233, + 0.04104244336485863, 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "embeddings": [ + -0.03250373527407646, + 0.11405647546052933, + -0.032587453722953796, + 0.055381521582603455, + 0.059564560651779175, + 0.015745751559734344, + 0.09562661498785019, + 0.010293334722518921, + -0.04083289951086044, + -0.08257907629013062, + -0.03238358721137047, + -0.014912012033164501, + -0.0198091808706522, + -0.01337512768805027, + -0.020495573058724403, + 0.002414087299257517, + -0.06527095288038254, + 0.01364147663116455, + -0.033934954553842545, + 0.050227586179971695, + 0.0013295856770128012, + 0.08505179733037949, + -0.00859166868031025, + 0.0372328907251358, + -0.04048413783311844, + 0.02850324660539627, + -0.040489185601472855, + -0.014602068811655045, + 0.025089364498853683, + -0.06689489632844925, + 0.03795711323618889, + -0.030162107199430466, + -0.028193792328238487, + 0.031401507556438446, + -0.060299064964056015, + 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enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "embeddings": [ + 0.04131437838077545, + 0.010438342578709126, + -0.029227782040834427, + 0.1221429705619812, + 0.04667265713214874, + 0.006988010834902525, + 0.0879746824502945, + 0.01658152975142002, + 0.03387213870882988, + -0.05106586217880249, + -0.008163172751665115, + 0.01942339539527893, + 0.009290399961173534, + -0.04159928858280182, + -0.05286703631281853, + -0.03266151621937752, + -0.038281168788671494, + 0.05058445408940315, + -0.008906042203307152, + 0.045186761766672134, + 0.020186468958854675, + 0.0016097123734652996, + -0.031074801459908485, + 0.037382230162620544, + -0.06611403822898865, + 0.008967640809714794, + -0.0006455020047724247, + -0.09537012130022049, + 0.020525731146335602, + -0.04392102733254433, + -0.04517001286149025, + 0.08344835788011551, + -0.04777715727686882, + 0.016811847686767578, + -0.08461599797010422, + 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "embeddings": [ + 0.037358030676841736, + -0.020528586581349373, + -0.0796353816986084, + 0.07023921608924866, + -0.06806978583335876, + -0.053695108741521835, + 0.07401636987924576, + 0.012273840606212616, + 0.033039968460798264, + -0.045149460434913635, + -0.012830198742449284, + -0.011274494230747223, + 0.02671178989112377, + -0.06151292100548744, + -0.02749647945165634, + -0.023190999403595924, + -0.060615431517362595, + -0.05463779345154762, + 0.021168455481529236, + 0.1274556964635849, + 0.028768477961421013, + -0.046644821763038635, + -0.035690709948539734, + 0.06094501167535782, + -0.06838582456111908, + -0.013283107429742813, + -0.027634529396891594, + -0.035816628485918045, + 0.04861142858862877, + -0.09768129140138626, + 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "embeddings": [ + 0.029347889125347137, + -0.04517943039536476, + -0.10511812567710876, + -0.024585271254181862, + -0.007356676738709211, + -0.08651377260684967, + 0.022096142172813416, + -0.020169580355286598, + 0.06375181674957275, + -0.09861749410629272, + -0.05085907503962517, + 0.02313208393752575, + 0.06010859087109566, + -0.10936880111694336, + -0.014296606183052063, + -0.012459876947104931, + -0.049071744084358215, + -0.04973546788096428, + -0.05237169563770294, + 0.03888620063662529, + -0.012627502903342247, + -0.029852764680981636, + 0.06629118323326111, + 0.11194230616092682, + -0.061922457069158554, + -0.06858310848474503, + 0.06536244601011276, + -0.029726700857281685, + -0.003926862496882677, + -0.043617378920316696, + -0.04400668293237686, + 0.09197808057069778, + 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enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", + "embeddings": [ + -0.01682751625776291, + 0.044853467494249344, + -0.02427399344742298, + 0.019526232033967972, + -0.02260245941579342, + -0.02364928461611271, + -0.008829304948449135, + -0.0010938029736280441, + -0.03609094396233559, + 0.0002817685599438846, + -0.018739674240350723, + -0.03417038917541504, + -0.003862546756863594, + -0.037164438515901566, + -0.08567661792039871, + 0.038517385721206665, + 0.04341655224561691, + 0.03751537576317787, + 0.03385096788406372, + 0.08904548734426498, + 0.0018377407686784863, + 0.008340608328580856, + 0.03759521245956421, + 0.02481389231979847, + -0.027865441516041756, + -0.04453030973672867, + 0.00808127224445343, + -0.003838210366666317, + -0.021035296842455864, + -0.07071445882320404, + -0.06779080629348755, + 0.04234655573964119, + 0.01738337054848671, + -0.014189333654940128, + 0.013577292673289776, + 0.07574520260095596, + 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", + "embeddings": [ + 0.03848652541637421, + 0.07322842627763748, + -0.039086371660232544, + 0.014992752112448215, + 0.0782385915517807, + -0.026279285550117493, + 0.07023986428976059, + -0.0001279494317714125, + -0.058713387697935104, + -0.07570464164018631, + 0.02176794223487377, + -0.0005701213958673179, + -0.0019813489634543657, + -0.07120512425899506, + -0.03209613263607025, + -0.02752888761460781, + -0.1049681082367897, + -0.014891864731907845, + 0.004007284063845873, + 0.00852011889219284, + -0.05432821437716484, + 0.07113152742385864, + 0.001230935798957944, + 0.041040707379579544, + 0.046427223831415176, + -0.0405488945543766, + -0.006561534013599157, + 0.023826558142900467, + 0.03458769991993904, + -0.053628306835889816, + 0.09278160333633423, + -0.006737314630299807, + 0.05220581963658333, + -0.036295779049396515, + -0.0485057532787323, + 0.11319926381111145, + 0.027510428801178932, + -0.014265256933867931, + 0.010309591889381409, + 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "embeddings": [ + -0.03250373527407646, + 0.11405647546052933, + -0.032587453722953796, + 0.055381521582603455, + 0.059564560651779175, + 0.015745751559734344, + 0.09562661498785019, + 0.010293334722518921, + -0.04083289951086044, + -0.08257907629013062, + -0.03238358721137047, + -0.014912012033164501, + -0.0198091808706522, + -0.01337512768805027, + -0.020495573058724403, + 0.002414087299257517, + -0.06527095288038254, + 0.01364147663116455, + -0.033934954553842545, + 0.050227586179971695, + 0.0013295856770128012, + 0.08505179733037949, + -0.00859166868031025, + 0.0372328907251358, + -0.04048413783311844, + 0.02850324660539627, + -0.040489185601472855, + -0.014602068811655045, + 0.025089364498853683, + -0.06689489632844925, + 0.03795711323618889, + -0.030162107199430466, + -0.028193792328238487, + 0.031401507556438446, + -0.060299064964056015, + 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enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "embeddings": [ + 0.04131437838077545, + 0.010438342578709126, + -0.029227782040834427, + 0.1221429705619812, + 0.04667265713214874, + 0.006988010834902525, + 0.0879746824502945, + 0.01658152975142002, + 0.03387213870882988, + -0.05106586217880249, + -0.008163172751665115, + 0.01942339539527893, + 0.009290399961173534, + -0.04159928858280182, + -0.05286703631281853, + -0.03266151621937752, + -0.038281168788671494, + 0.05058445408940315, + -0.008906042203307152, + 0.045186761766672134, + 0.020186468958854675, + 0.0016097123734652996, + -0.031074801459908485, + 0.037382230162620544, + -0.06611403822898865, + 0.008967640809714794, + -0.0006455020047724247, + -0.09537012130022049, + 0.020525731146335602, + -0.04392102733254433, + -0.04517001286149025, + 0.08344835788011551, + -0.04777715727686882, + 0.016811847686767578, + -0.08461599797010422, + 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "embeddings": [ + 0.037358030676841736, + -0.020528586581349373, + -0.0796353816986084, + 0.07023921608924866, + -0.06806978583335876, + -0.053695108741521835, + 0.07401636987924576, + 0.012273840606212616, + 0.033039968460798264, + -0.045149460434913635, + -0.012830198742449284, + -0.011274494230747223, + 0.02671178989112377, + -0.06151292100548744, + -0.02749647945165634, + -0.023190999403595924, + -0.060615431517362595, + -0.05463779345154762, + 0.021168455481529236, + 0.1274556964635849, + 0.028768477961421013, + -0.046644821763038635, + -0.035690709948539734, + 0.06094501167535782, + -0.06838582456111908, + -0.013283107429742813, + -0.027634529396891594, + -0.035816628485918045, + 0.04861142858862877, + -0.09768129140138626, + 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "embeddings": [ + 0.029347889125347137, + -0.04517943039536476, + -0.10511812567710876, + -0.024585271254181862, + -0.007356676738709211, + -0.08651377260684967, + 0.022096142172813416, + -0.020169580355286598, + 0.06375181674957275, + -0.09861749410629272, + -0.05085907503962517, + 0.02313208393752575, + 0.06010859087109566, + -0.10936880111694336, + -0.014296606183052063, + -0.012459876947104931, + -0.049071744084358215, + -0.04973546788096428, + -0.05237169563770294, + 0.03888620063662529, + -0.012627502903342247, + -0.029852764680981636, + 0.06629118323326111, + 0.11194230616092682, + -0.061922457069158554, + -0.06858310848474503, + 0.06536244601011276, + -0.029726700857281685, + -0.003926862496882677, + -0.043617378920316696, + -0.04400668293237686, + 0.09197808057069778, + 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enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", + "embeddings": [ + -0.01682751625776291, + 0.044853467494249344, + -0.02427399344742298, + 0.019526232033967972, + -0.02260245941579342, + -0.02364928461611271, + -0.008829304948449135, + -0.0010938029736280441, + -0.03609094396233559, + 0.0002817685599438846, + -0.018739674240350723, + -0.03417038917541504, + -0.003862546756863594, + -0.037164438515901566, + -0.08567661792039871, + 0.038517385721206665, + 0.04341655224561691, + 0.03751537576317787, + 0.03385096788406372, + 0.08904548734426498, + 0.0018377407686784863, + 0.008340608328580856, + 0.03759521245956421, + 0.02481389231979847, + -0.027865441516041756, + -0.04453030973672867, + 0.00808127224445343, + -0.003838210366666317, + -0.021035296842455864, + -0.07071445882320404, + -0.06779080629348755, + 0.04234655573964119, + 0.01738337054848671, + -0.014189333654940128, + 0.013577292673289776, + 0.07574520260095596, + 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", + "embeddings": [ + 0.03848652541637421, + 0.07322842627763748, + -0.039086371660232544, + 0.014992752112448215, + 0.0782385915517807, + -0.026279285550117493, + 0.07023986428976059, + -0.0001279494317714125, + -0.058713387697935104, + -0.07570464164018631, + 0.02176794223487377, + -0.0005701213958673179, + -0.0019813489634543657, + -0.07120512425899506, + -0.03209613263607025, + -0.02752888761460781, + -0.1049681082367897, + -0.014891864731907845, + 0.004007284063845873, + 0.00852011889219284, + -0.05432821437716484, + 0.07113152742385864, + 0.001230935798957944, + 0.041040707379579544, + 0.046427223831415176, + -0.0405488945543766, + -0.006561534013599157, + 0.023826558142900467, + 0.03458769991993904, + -0.053628306835889816, + 0.09278160333633423, + -0.006737314630299807, + 0.05220581963658333, + -0.036295779049396515, + -0.0485057532787323, + 0.11319926381111145, + 0.027510428801178932, + -0.014265256933867931, + 0.010309591889381409, + 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "embeddings": [ + -0.03250373527407646, + 0.11405647546052933, + -0.032587453722953796, + 0.055381521582603455, + 0.059564560651779175, + 0.015745751559734344, + 0.09562661498785019, + 0.010293334722518921, + -0.04083289951086044, + -0.08257907629013062, + -0.03238358721137047, + -0.014912012033164501, + -0.0198091808706522, + -0.01337512768805027, + -0.020495573058724403, + 0.002414087299257517, + -0.06527095288038254, + 0.01364147663116455, + -0.033934954553842545, + 0.050227586179971695, + 0.0013295856770128012, + 0.08505179733037949, + -0.00859166868031025, + 0.0372328907251358, + -0.04048413783311844, + 0.02850324660539627, + -0.040489185601472855, + -0.014602068811655045, + 0.025089364498853683, + -0.06689489632844925, + 0.03795711323618889, + -0.030162107199430466, + -0.028193792328238487, + 0.031401507556438446, + -0.060299064964056015, + 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enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "embeddings": [ + 0.04131437838077545, + 0.010438342578709126, + -0.029227782040834427, + 0.1221429705619812, + 0.04667265713214874, + 0.006988010834902525, + 0.0879746824502945, + 0.01658152975142002, + 0.03387213870882988, + -0.05106586217880249, + -0.008163172751665115, + 0.01942339539527893, + 0.009290399961173534, + -0.04159928858280182, + -0.05286703631281853, + -0.03266151621937752, + -0.038281168788671494, + 0.05058445408940315, + -0.008906042203307152, + 0.045186761766672134, + 0.020186468958854675, + 0.0016097123734652996, + -0.031074801459908485, + 0.037382230162620544, + -0.06611403822898865, + 0.008967640809714794, + -0.0006455020047724247, + -0.09537012130022049, + 0.020525731146335602, + -0.04392102733254433, + -0.04517001286149025, + 0.08344835788011551, + -0.04777715727686882, + 0.016811847686767578, + -0.08461599797010422, + 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Should the demon get the upper hand, the result is an unholy union known as an abomination. 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "embeddings": [ + 0.029347889125347137, + -0.04517943039536476, + -0.10511812567710876, + -0.024585271254181862, + -0.007356676738709211, + -0.08651377260684967, + 0.022096142172813416, + -0.020169580355286598, + 0.06375181674957275, + -0.09861749410629272, + -0.05085907503962517, + 0.02313208393752575, + 0.06010859087109566, + -0.10936880111694336, + -0.014296606183052063, + -0.012459876947104931, + -0.049071744084358215, + -0.04973546788096428, + -0.05237169563770294, + 0.03888620063662529, + -0.012627502903342247, + -0.029852764680981636, + 0.06629118323326111, + 0.11194230616092682, + -0.061922457069158554, + -0.06858310848474503, + 0.06536244601011276, + -0.029726700857281685, + -0.003926862496882677, + -0.043617378920316696, + -0.04400668293237686, + 0.09197808057069778, + 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enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", + "embeddings": [ + -0.08342055231332779, + 0.052118003368377686, + 0.00927137490361929, + 0.00821769516915083, + -0.01837557926774025, + -0.022791797295212746, + 0.0005622926400974393, + 0.015177621506154537, + -0.044368308037519455, + -0.03960308060050011, + 0.02673662267625332, + 0.017424117773771286, + 0.03634529188275337, + -0.05126689001917839, + -0.11323326081037521, + 0.023094939067959785, + 0.03664935380220413, + 0.0706443339586258, + -0.010426182299852371, + 0.05276356637477875, + 0.028232764452695847, + -0.00017360948550049216, + 0.03809289634227753, + 0.07166895270347595, + 0.010475720278918743, + -0.037191905081272125, + -0.0024140281602740288, + -0.029270833358168602, + -0.006603992078453302, + -0.02663854882121086, + -0.06387452781200409, + 0.010723570361733437, + -0.02904103510081768, + 0.05121173709630966, + -0.010028553195297718, + 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b/test/integration/connectors/expected_results/snowflake/stager/DA-1p-with-duplicate-pages.pdf.ndjson @@ -0,0 +1,22 @@ +{"type": "CompositeElement", "element_id": "2470d8dc42215b3d68413b55bf00fed2", "text": "MAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.\n\nAs we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.", "embeddings": [0.07777129113674164, 0.0606350377202034, 0.016699742525815964, 0.025474421679973602, 0.05472065135836601, -0.03785642236471176, 0.06506576389074326, -0.017842525616288185, -0.03878961130976677, 0.028590677306056023, -0.02399466559290886, -0.09211020171642303, -0.031279392540454865, -0.014241814613342285, -0.02141973376274109, 0.035573363304138184, -0.0033338244538754225, -0.02463681809604168, 0.04393996670842171, 0.03571218624711037, -0.05851663649082184, 0.0818575844168663, -0.005700137931853533, 0.022535672411322594, -0.01637371815741062, 0.01310789491981268, 0.00545160286128521, 0.07582753896713257, -0.02088712714612484, -0.09370554238557816, 0.01554977335035801, 0.03139982372522354, 0.09939400851726532, -0.0447249561548233, 0.04104244336485863, 0.03144077584147453, -0.011065934784710407, -0.09264220297336578, 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village chantry, stood the mage. But he was human no longer.", "embeddings": [0.06515897065401077, 0.08165230602025986, -0.10411985963582993, 0.011494919657707214, 0.037635743618011475, 0.0007202195702120662, 0.02381136454641819, 0.0034838682040572166, -0.02911505103111267, -0.07098130881786346, 0.040065743029117584, -0.004433871246874332, -0.028157107532024384, -0.07502378523349762, 0.029821500182151794, -0.045093756169080734, -0.09928543865680695, 0.02400234527885914, 0.0453975573182106, 0.009584392420947552, -0.0010586134158074856, 0.03824637457728386, 0.021779870614409447, 0.020116383209824562, 0.014940004795789719, -0.059104498475790024, -0.021776381880044937, -0.0059412759728729725, 0.09218966215848923, -0.01688700169324875, 0.05750339478254318, -0.027511965483427048, 0.02659834548830986, -0.0273316390812397, -0.08658789843320847, 0.12181653082370758, 0.030021319165825844, 0.016070686280727386, -0.01696799136698246, -0.02057383954524994, 0.02791476435959339, 0.0024439324624836445, -0.14658749103546143, 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "embeddings": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 0.055381521582603455, 0.059564560651779175, 0.015745751559734344, 0.09562661498785019, 0.010293334722518921, -0.04083289951086044, -0.08257907629013062, -0.03238358721137047, -0.014912012033164501, -0.0198091808706522, -0.01337512768805027, -0.020495573058724403, 0.002414087299257517, -0.06527095288038254, 0.01364147663116455, -0.033934954553842545, 0.050227586179971695, 0.0013295856770128012, 0.08505179733037949, -0.00859166868031025, 0.0372328907251358, -0.04048413783311844, 0.02850324660539627, -0.040489185601472855, -0.014602068811655045, 0.025089364498853683, -0.06689489632844925, 0.03795711323618889, -0.030162107199430466, -0.028193792328238487, 0.031401507556438446, -0.060299064964056015, 0.07824402302503586, 0.0417218841612339, -0.00280062691308558, 0.015016979537904263, 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templar in Cumberland, 8:84 Blessed.\n\nIt is known that mages are able to walk the Fade while completely aware of their surroundings, unlike most others who may only enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "embeddings": [0.04131437838077545, 0.010438342578709126, -0.029227782040834427, 0.1221429705619812, 0.04667265713214874, 0.006988010834902525, 0.0879746824502945, 0.01658152975142002, 0.03387213870882988, -0.05106586217880249, -0.008163172751665115, 0.01942339539527893, 0.009290399961173534, -0.04159928858280182, -0.05286703631281853, -0.03266151621937752, -0.038281168788671494, 0.05058445408940315, -0.008906042203307152, 0.045186761766672134, 0.020186468958854675, 0.0016097123734652996, -0.031074801459908485, 0.037382230162620544, -0.06611403822898865, 0.008967640809714794, -0.0006455020047724247, -0.09537012130022049, 0.020525731146335602, -0.04392102733254433, -0.04517001286149025, 0.08344835788011551, -0.04777715727686882, 0.016811847686767578, -0.08461599797010422, 0.056300051510334015, 0.03214816376566887, 0.026472169905900955, 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always attempts to possess a mage when it encounters one\u2014by force or by making some kind of deal depending on the strength of the mage. Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", "embeddings": [0.037358030676841736, -0.020528586581349373, -0.0796353816986084, 0.07023921608924866, -0.06806978583335876, -0.053695108741521835, 0.07401636987924576, 0.012273840606212616, 0.033039968460798264, -0.045149460434913635, -0.012830198742449284, -0.011274494230747223, 0.02671178989112377, -0.06151292100548744, -0.02749647945165634, -0.023190999403595924, -0.060615431517362595, -0.05463779345154762, 0.021168455481529236, 0.1274556964635849, 0.028768477961421013, -0.046644821763038635, -0.035690709948539734, 0.06094501167535782, -0.06838582456111908, -0.013283107429742813, -0.027634529396891594, -0.035816628485918045, 0.04861142858862877, -0.09768129140138626, -0.0510096400976181, 0.08331329375505447, -0.09209876507520676, 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "embeddings": [0.029347889125347137, -0.04517943039536476, -0.10511812567710876, -0.024585271254181862, -0.007356676738709211, -0.08651377260684967, 0.022096142172813416, -0.020169580355286598, 0.06375181674957275, -0.09861749410629272, -0.05085907503962517, 0.02313208393752575, 0.06010859087109566, -0.10936880111694336, -0.014296606183052063, -0.012459876947104931, -0.049071744084358215, -0.04973546788096428, -0.05237169563770294, 0.03888620063662529, -0.012627502903342247, -0.029852764680981636, 0.06629118323326111, 0.11194230616092682, -0.061922457069158554, -0.06858310848474503, 0.06536244601011276, -0.029726700857281685, -0.003926862496882677, -0.043617378920316696, -0.04400668293237686, 0.09197808057069778, -0.03772498667240143, -0.06420345604419708, -0.06515754759311676, 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"element_id": "17d95063f79ee541af296d142b36e35f", "text": "Arcane Horror\n\n\"Upon ascending to the second floor of the tower, we were greeted by a gruesome sight: a ragged collection of bones wearing the robes of one of the senior enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "embeddings": [-0.01682751625776291, 0.044853467494249344, -0.02427399344742298, 0.019526232033967972, -0.02260245941579342, -0.02364928461611271, -0.008829304948449135, -0.0010938029736280441, -0.03609094396233559, 0.0002817685599438846, -0.018739674240350723, -0.03417038917541504, -0.003862546756863594, -0.037164438515901566, -0.08567661792039871, 0.038517385721206665, 0.04341655224561691, 0.03751537576317787, 0.03385096788406372, 0.08904548734426498, 0.0018377407686784863, 0.008340608328580856, 0.03759521245956421, 0.02481389231979847, -0.027865441516041756, -0.04453030973672867, 0.00808127224445343, -0.003838210366666317, -0.021035296842455864, -0.07071445882320404, -0.06779080629348755, 0.04234655573964119, 0.01738337054848671, -0.014189333654940128, 0.013577292673289776, 0.07574520260095596, 0.06995886564254761, -0.039838001132011414, 0.050228819251060486, 0.0009188558324240148, 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splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", "embeddings": [0.03848652541637421, 0.07322842627763748, -0.039086371660232544, 0.014992752112448215, 0.0782385915517807, -0.026279285550117493, 0.07023986428976059, -0.0001279494317714125, -0.058713387697935104, -0.07570464164018631, 0.02176794223487377, -0.0005701213958673179, -0.0019813489634543657, -0.07120512425899506, -0.03209613263607025, -0.02752888761460781, -0.1049681082367897, -0.014891864731907845, 0.004007284063845873, 0.00852011889219284, -0.05432821437716484, 0.07113152742385864, 0.001230935798957944, 0.041040707379579544, 0.046427223831415176, -0.0405488945543766, -0.006561534013599157, 0.023826558142900467, 0.03458769991993904, -0.053628306835889816, 0.09278160333633423, -0.006737314630299807, 0.05220581963658333, -0.036295779049396515, -0.0485057532787323, 0.11319926381111145, 0.027510428801178932, -0.014265256933867931, 0.010309591889381409, -0.01602257788181305, -0.005835033021867275, 0.0045592039823532104, -0.06903189420700073, 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "embeddings": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 0.055381521582603455, 0.059564560651779175, 0.015745751559734344, 0.09562661498785019, 0.010293334722518921, -0.04083289951086044, -0.08257907629013062, -0.03238358721137047, -0.014912012033164501, -0.0198091808706522, -0.01337512768805027, -0.020495573058724403, 0.002414087299257517, -0.06527095288038254, 0.01364147663116455, -0.033934954553842545, 0.050227586179971695, 0.0013295856770128012, 0.08505179733037949, -0.00859166868031025, 0.0372328907251358, -0.04048413783311844, 0.02850324660539627, -0.040489185601472855, -0.014602068811655045, 0.025089364498853683, -0.06689489632844925, 0.03795711323618889, -0.030162107199430466, -0.028193792328238487, 0.031401507556438446, -0.060299064964056015, 0.07824402302503586, 0.0417218841612339, -0.00280062691308558, 0.015016979537904263, 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templar in Cumberland, 8:84 Blessed.\n\nIt is known that mages are able to walk the Fade while completely aware of their surroundings, unlike most others who may only enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "embeddings": [0.04131437838077545, 0.010438342578709126, -0.029227782040834427, 0.1221429705619812, 0.04667265713214874, 0.006988010834902525, 0.0879746824502945, 0.01658152975142002, 0.03387213870882988, -0.05106586217880249, -0.008163172751665115, 0.01942339539527893, 0.009290399961173534, -0.04159928858280182, -0.05286703631281853, -0.03266151621937752, -0.038281168788671494, 0.05058445408940315, -0.008906042203307152, 0.045186761766672134, 0.020186468958854675, 0.0016097123734652996, -0.031074801459908485, 0.037382230162620544, -0.06611403822898865, 0.008967640809714794, -0.0006455020047724247, -0.09537012130022049, 0.020525731146335602, -0.04392102733254433, -0.04517001286149025, 0.08344835788011551, -0.04777715727686882, 0.016811847686767578, -0.08461599797010422, 0.056300051510334015, 0.03214816376566887, 0.026472169905900955, 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always attempts to possess a mage when it encounters one\u2014by force or by making some kind of deal depending on the strength of the mage. Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", "embeddings": [0.037358030676841736, -0.020528586581349373, -0.0796353816986084, 0.07023921608924866, -0.06806978583335876, -0.053695108741521835, 0.07401636987924576, 0.012273840606212616, 0.033039968460798264, -0.045149460434913635, -0.012830198742449284, -0.011274494230747223, 0.02671178989112377, -0.06151292100548744, -0.02749647945165634, -0.023190999403595924, -0.060615431517362595, -0.05463779345154762, 0.021168455481529236, 0.1274556964635849, 0.028768477961421013, -0.046644821763038635, -0.035690709948539734, 0.06094501167535782, -0.06838582456111908, -0.013283107429742813, -0.027634529396891594, -0.035816628485918045, 0.04861142858862877, -0.09768129140138626, -0.0510096400976181, 0.08331329375505447, -0.09209876507520676, 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "embeddings": [0.029347889125347137, -0.04517943039536476, -0.10511812567710876, -0.024585271254181862, -0.007356676738709211, -0.08651377260684967, 0.022096142172813416, -0.020169580355286598, 0.06375181674957275, -0.09861749410629272, -0.05085907503962517, 0.02313208393752575, 0.06010859087109566, -0.10936880111694336, -0.014296606183052063, -0.012459876947104931, -0.049071744084358215, -0.04973546788096428, -0.05237169563770294, 0.03888620063662529, -0.012627502903342247, -0.029852764680981636, 0.06629118323326111, 0.11194230616092682, -0.061922457069158554, -0.06858310848474503, 0.06536244601011276, -0.029726700857281685, -0.003926862496882677, -0.043617378920316696, -0.04400668293237686, 0.09197808057069778, -0.03772498667240143, -0.06420345604419708, -0.06515754759311676, 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"element_id": "9898e8da83933fafa47600450eca67f1", "text": "Arcane Horror\n\n\"Upon ascending to the second floor of the tower, we were greeted by a gruesome sight: a ragged collection of bones wearing the robes of one of the senior enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "embeddings": [-0.01682751625776291, 0.044853467494249344, -0.02427399344742298, 0.019526232033967972, -0.02260245941579342, -0.02364928461611271, -0.008829304948449135, -0.0010938029736280441, -0.03609094396233559, 0.0002817685599438846, -0.018739674240350723, -0.03417038917541504, -0.003862546756863594, -0.037164438515901566, -0.08567661792039871, 0.038517385721206665, 0.04341655224561691, 0.03751537576317787, 0.03385096788406372, 0.08904548734426498, 0.0018377407686784863, 0.008340608328580856, 0.03759521245956421, 0.02481389231979847, -0.027865441516041756, -0.04453030973672867, 0.00808127224445343, -0.003838210366666317, -0.021035296842455864, -0.07071445882320404, -0.06779080629348755, 0.04234655573964119, 0.01738337054848671, -0.014189333654940128, 0.013577292673289776, 0.07574520260095596, 0.06995886564254761, -0.039838001132011414, 0.050228819251060486, 0.0009188558324240148, 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splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", "embeddings": [0.03848652541637421, 0.07322842627763748, -0.039086371660232544, 0.014992752112448215, 0.0782385915517807, -0.026279285550117493, 0.07023986428976059, -0.0001279494317714125, -0.058713387697935104, -0.07570464164018631, 0.02176794223487377, -0.0005701213958673179, -0.0019813489634543657, -0.07120512425899506, -0.03209613263607025, -0.02752888761460781, -0.1049681082367897, -0.014891864731907845, 0.004007284063845873, 0.00852011889219284, -0.05432821437716484, 0.07113152742385864, 0.001230935798957944, 0.041040707379579544, 0.046427223831415176, -0.0405488945543766, -0.006561534013599157, 0.023826558142900467, 0.03458769991993904, -0.053628306835889816, 0.09278160333633423, -0.006737314630299807, 0.05220581963658333, -0.036295779049396515, -0.0485057532787323, 0.11319926381111145, 0.027510428801178932, -0.014265256933867931, 0.010309591889381409, -0.01602257788181305, -0.005835033021867275, 0.0045592039823532104, -0.06903189420700073, 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "embeddings": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 0.055381521582603455, 0.059564560651779175, 0.015745751559734344, 0.09562661498785019, 0.010293334722518921, -0.04083289951086044, -0.08257907629013062, -0.03238358721137047, -0.014912012033164501, -0.0198091808706522, -0.01337512768805027, -0.020495573058724403, 0.002414087299257517, -0.06527095288038254, 0.01364147663116455, -0.033934954553842545, 0.050227586179971695, 0.0013295856770128012, 0.08505179733037949, -0.00859166868031025, 0.0372328907251358, -0.04048413783311844, 0.02850324660539627, -0.040489185601472855, -0.014602068811655045, 0.025089364498853683, -0.06689489632844925, 0.03795711323618889, -0.030162107199430466, -0.028193792328238487, 0.031401507556438446, -0.060299064964056015, 0.07824402302503586, 0.0417218841612339, -0.00280062691308558, 0.015016979537904263, 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templar in Cumberland, 8:84 Blessed.\n\nIt is known that mages are able to walk the Fade while completely aware of their surroundings, unlike most others who may only enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "embeddings": [0.04131437838077545, 0.010438342578709126, -0.029227782040834427, 0.1221429705619812, 0.04667265713214874, 0.006988010834902525, 0.0879746824502945, 0.01658152975142002, 0.03387213870882988, -0.05106586217880249, -0.008163172751665115, 0.01942339539527893, 0.009290399961173534, -0.04159928858280182, -0.05286703631281853, -0.03266151621937752, -0.038281168788671494, 0.05058445408940315, -0.008906042203307152, 0.045186761766672134, 0.020186468958854675, 0.0016097123734652996, -0.031074801459908485, 0.037382230162620544, -0.06611403822898865, 0.008967640809714794, -0.0006455020047724247, -0.09537012130022049, 0.020525731146335602, -0.04392102733254433, -0.04517001286149025, 0.08344835788011551, -0.04777715727686882, 0.016811847686767578, -0.08461599797010422, 0.056300051510334015, 0.03214816376566887, 0.026472169905900955, 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Should the demon get the upper hand, the result is an unholy union known as an abomination. 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "embeddings": [0.029347889125347137, -0.04517943039536476, -0.10511812567710876, -0.024585271254181862, -0.007356676738709211, -0.08651377260684967, 0.022096142172813416, -0.020169580355286598, 0.06375181674957275, -0.09861749410629272, -0.05085907503962517, 0.02313208393752575, 0.06010859087109566, -0.10936880111694336, -0.014296606183052063, -0.012459876947104931, -0.049071744084358215, -0.04973546788096428, -0.05237169563770294, 0.03888620063662529, -0.012627502903342247, -0.029852764680981636, 0.06629118323326111, 0.11194230616092682, -0.061922457069158554, -0.06858310848474503, 0.06536244601011276, -0.029726700857281685, -0.003926862496882677, -0.043617378920316696, -0.04400668293237686, 0.09197808057069778, -0.03772498667240143, -0.06420345604419708, -0.06515754759311676, 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I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", "embeddings": [-0.08342055231332779, 0.052118003368377686, 0.00927137490361929, 0.00821769516915083, -0.01837557926774025, -0.022791797295212746, 0.0005622926400974393, 0.015177621506154537, -0.044368308037519455, -0.03960308060050011, 0.02673662267625332, 0.017424117773771286, 0.03634529188275337, -0.05126689001917839, -0.11323326081037521, 0.023094939067959785, 0.03664935380220413, 0.0706443339586258, -0.010426182299852371, 0.05276356637477875, 0.028232764452695847, -0.00017360948550049216, 0.03809289634227753, 0.07166895270347595, 0.010475720278918743, -0.037191905081272125, -0.0024140281602740288, -0.029270833358168602, -0.006603992078453302, -0.02663854882121086, -0.06387452781200409, 0.010723570361733437, -0.02904103510081768, 0.05121173709630966, -0.010028553195297718, 0.0959436297416687, 0.09057556092739105, 0.0009347658487968147, -0.003882128046825528, 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b/test/integration/connectors/expected_results/sqlite/directory_structure.json index 582d06a50..ab3ebaa52 100644 --- a/test/integration/connectors/expected_results/sqlite/directory_structure.json +++ b/test/integration/connectors/expected_results/sqlite/directory_structure.json @@ -2,17 +2,7 @@ "directory_structure": [ "cars-1-5fb93ce5.csv", "cars-10-5fb93ce5.csv", - "cars-11-5fb93ce5.csv", - "cars-12-5fb93ce5.csv", - "cars-13-5fb93ce5.csv", - "cars-14-5fb93ce5.csv", - "cars-15-5fb93ce5.csv", - "cars-16-5fb93ce5.csv", - "cars-17-5fb93ce5.csv", - "cars-18-5fb93ce5.csv", - "cars-19-5fb93ce5.csv", "cars-2-5fb93ce5.csv", - "cars-20-5fb93ce5.csv", "cars-3-5fb93ce5.csv", "cars-4-5fb93ce5.csv", "cars-5-5fb93ce5.csv", diff --git a/test/integration/connectors/expected_results/sqlite/downloads/cars-11-5fb93ce5.csv b/test/integration/connectors/expected_results/sqlite/downloads/cars-11-5fb93ce5.csv deleted file mode 100644 index 9bc4622b5..000000000 --- a/test/integration/connectors/expected_results/sqlite/downloads/cars-11-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -11,brand10 diff --git a/test/integration/connectors/expected_results/sqlite/downloads/cars-12-5fb93ce5.csv b/test/integration/connectors/expected_results/sqlite/downloads/cars-12-5fb93ce5.csv deleted file mode 100644 index 87d421762..000000000 --- a/test/integration/connectors/expected_results/sqlite/downloads/cars-12-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -12,brand11 diff --git a/test/integration/connectors/expected_results/sqlite/downloads/cars-13-5fb93ce5.csv b/test/integration/connectors/expected_results/sqlite/downloads/cars-13-5fb93ce5.csv deleted file mode 100644 index 04995d504..000000000 --- a/test/integration/connectors/expected_results/sqlite/downloads/cars-13-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -13,brand12 diff --git a/test/integration/connectors/expected_results/sqlite/downloads/cars-14-5fb93ce5.csv b/test/integration/connectors/expected_results/sqlite/downloads/cars-14-5fb93ce5.csv deleted file mode 100644 index b6f18ea86..000000000 --- a/test/integration/connectors/expected_results/sqlite/downloads/cars-14-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -14,brand13 diff --git a/test/integration/connectors/expected_results/sqlite/downloads/cars-15-5fb93ce5.csv b/test/integration/connectors/expected_results/sqlite/downloads/cars-15-5fb93ce5.csv deleted file mode 100644 index 2fd73162e..000000000 --- a/test/integration/connectors/expected_results/sqlite/downloads/cars-15-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -15,brand14 diff --git a/test/integration/connectors/expected_results/sqlite/downloads/cars-16-5fb93ce5.csv b/test/integration/connectors/expected_results/sqlite/downloads/cars-16-5fb93ce5.csv deleted file mode 100644 index 92ae3129f..000000000 --- a/test/integration/connectors/expected_results/sqlite/downloads/cars-16-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -16,brand15 diff --git a/test/integration/connectors/expected_results/sqlite/downloads/cars-17-5fb93ce5.csv b/test/integration/connectors/expected_results/sqlite/downloads/cars-17-5fb93ce5.csv deleted file mode 100644 index 9828b7904..000000000 --- a/test/integration/connectors/expected_results/sqlite/downloads/cars-17-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -17,brand16 diff --git a/test/integration/connectors/expected_results/sqlite/downloads/cars-18-5fb93ce5.csv b/test/integration/connectors/expected_results/sqlite/downloads/cars-18-5fb93ce5.csv deleted file mode 100644 index 3d5c0f40f..000000000 --- a/test/integration/connectors/expected_results/sqlite/downloads/cars-18-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -18,brand17 diff --git a/test/integration/connectors/expected_results/sqlite/downloads/cars-19-5fb93ce5.csv b/test/integration/connectors/expected_results/sqlite/downloads/cars-19-5fb93ce5.csv deleted file mode 100644 index ff13cbfb4..000000000 --- a/test/integration/connectors/expected_results/sqlite/downloads/cars-19-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -19,brand18 diff --git a/test/integration/connectors/expected_results/sqlite/downloads/cars-20-5fb93ce5.csv b/test/integration/connectors/expected_results/sqlite/downloads/cars-20-5fb93ce5.csv deleted file mode 100644 index f846689ba..000000000 --- a/test/integration/connectors/expected_results/sqlite/downloads/cars-20-5fb93ce5.csv +++ /dev/null @@ -1,2 +0,0 @@ -car_id,brand -20,brand19 diff --git a/test/integration/connectors/expected_results/sqlite/file_data/1c704234-e0da-5676-be32-a12cc6407b3d.json b/test/integration/connectors/expected_results/sqlite/file_data/1c704234-e0da-5676-be32-a12cc6407b3d.json new file mode 100644 index 000000000..9236190c1 --- /dev/null +++ b/test/integration/connectors/expected_results/sqlite/file_data/1c704234-e0da-5676-be32-a12cc6407b3d.json @@ -0,0 +1,40 @@ +{ + "identifier": "1c704234-e0da-5676-be32-a12cc6407b3d", + "connector_type": "sqlite", + "source_identifiers": null, + "metadata": { + "url": null, + "version": null, + "record_locator": null, + "date_created": null, + "date_modified": null, + "date_processed": "1734614227.002614", + "permissions_data": null, + "filesize_bytes": null + }, + "additional_metadata": { + "table_name": "cars", + "id_column": "car_id" + }, + "reprocess": false, + "local_download_path": null, + "display_name": null, + "batch_items": [ + { + "identifier": "10", + "version": null + }, + { + "identifier": "7", + "version": null + }, + { + "identifier": "8", + "version": null + }, + { + "identifier": "9", + "version": null + } + ] +} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/sqlite/file_data/324354db-0465-56ca-a023-072481f5dd03.json b/test/integration/connectors/expected_results/sqlite/file_data/324354db-0465-56ca-a023-072481f5dd03.json new file mode 100644 index 000000000..64542a02d --- /dev/null +++ b/test/integration/connectors/expected_results/sqlite/file_data/324354db-0465-56ca-a023-072481f5dd03.json @@ -0,0 +1,48 @@ +{ + "identifier": "324354db-0465-56ca-a023-072481f5dd03", + "connector_type": "sqlite", + "source_identifiers": null, + "metadata": { + "url": null, + "version": null, + "record_locator": null, + "date_created": null, + "date_modified": null, + "date_processed": "1734614226.994668", + "permissions_data": null, + "filesize_bytes": null + }, + "additional_metadata": { + "table_name": "cars", + "id_column": "car_id" + }, + "reprocess": false, + "local_download_path": null, + "display_name": null, + "batch_items": [ + { + "identifier": "1", + "version": null + }, + { + "identifier": "2", + "version": null + }, + { + "identifier": "3", + "version": null + }, + { + "identifier": "4", + "version": null + }, + { + "identifier": "5", + "version": null + }, + { + "identifier": "6", + "version": null + } + ] +} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/sqlite/file_data/cars-1-5fb93ce5.json b/test/integration/connectors/expected_results/sqlite/file_data/cars-1-5fb93ce5.json index 45da53349..5f88d7395 100644 --- a/test/integration/connectors/expected_results/sqlite/file_data/cars-1-5fb93ce5.json +++ b/test/integration/connectors/expected_results/sqlite/file_data/cars-1-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-1-5fb93ce5", "connector_type": "sqlite", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-1-5fb93ce5.csv", + "fullpath": "cars-1-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944415.1829782", + "date_processed": "1734614226.994668", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpf1s7kvy2/cars-1-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpfa5uepf0/cars-1-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/sqlite/file_data/cars-10-5fb93ce5.json b/test/integration/connectors/expected_results/sqlite/file_data/cars-10-5fb93ce5.json index fc830cf42..3fd14a7f0 100644 --- a/test/integration/connectors/expected_results/sqlite/file_data/cars-10-5fb93ce5.json +++ b/test/integration/connectors/expected_results/sqlite/file_data/cars-10-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-10-5fb93ce5", "connector_type": "sqlite", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-10-5fb93ce5.csv", + "fullpath": "cars-10-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944415.186153", + "date_processed": "1734614227.002614", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpf1s7kvy2/cars-10-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpfa5uepf0/cars-10-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/sqlite/file_data/cars-11-5fb93ce5.json b/test/integration/connectors/expected_results/sqlite/file_data/cars-11-5fb93ce5.json deleted file mode 100644 index 9c0eb14dd..000000000 --- a/test/integration/connectors/expected_results/sqlite/file_data/cars-11-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-11-5fb93ce5", - "connector_type": "sqlite", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944415.188328", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpf1s7kvy2/cars-11-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/sqlite/file_data/cars-12-5fb93ce5.json b/test/integration/connectors/expected_results/sqlite/file_data/cars-12-5fb93ce5.json deleted file mode 100644 index 990872436..000000000 --- a/test/integration/connectors/expected_results/sqlite/file_data/cars-12-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-12-5fb93ce5", - "connector_type": "sqlite", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944415.188328", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpf1s7kvy2/cars-12-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/sqlite/file_data/cars-13-5fb93ce5.json b/test/integration/connectors/expected_results/sqlite/file_data/cars-13-5fb93ce5.json deleted file mode 100644 index 373b2da0e..000000000 --- a/test/integration/connectors/expected_results/sqlite/file_data/cars-13-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-13-5fb93ce5", - "connector_type": "sqlite", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944415.188328", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpf1s7kvy2/cars-13-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/sqlite/file_data/cars-14-5fb93ce5.json b/test/integration/connectors/expected_results/sqlite/file_data/cars-14-5fb93ce5.json deleted file mode 100644 index 63c0d400c..000000000 --- a/test/integration/connectors/expected_results/sqlite/file_data/cars-14-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-14-5fb93ce5", - "connector_type": "sqlite", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944415.188328", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpf1s7kvy2/cars-14-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/sqlite/file_data/cars-15-5fb93ce5.json b/test/integration/connectors/expected_results/sqlite/file_data/cars-15-5fb93ce5.json deleted file mode 100644 index 58bcdb785..000000000 --- a/test/integration/connectors/expected_results/sqlite/file_data/cars-15-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-15-5fb93ce5", - "connector_type": "sqlite", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944415.188328", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpf1s7kvy2/cars-15-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/sqlite/file_data/cars-16-5fb93ce5.json b/test/integration/connectors/expected_results/sqlite/file_data/cars-16-5fb93ce5.json deleted file mode 100644 index 0c082f0d1..000000000 --- a/test/integration/connectors/expected_results/sqlite/file_data/cars-16-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-16-5fb93ce5", - "connector_type": "sqlite", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944415.190345", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpf1s7kvy2/cars-16-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/sqlite/file_data/cars-17-5fb93ce5.json b/test/integration/connectors/expected_results/sqlite/file_data/cars-17-5fb93ce5.json deleted file mode 100644 index 23a0c0a91..000000000 --- a/test/integration/connectors/expected_results/sqlite/file_data/cars-17-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-17-5fb93ce5", - "connector_type": "sqlite", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944415.190345", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpf1s7kvy2/cars-17-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/sqlite/file_data/cars-18-5fb93ce5.json b/test/integration/connectors/expected_results/sqlite/file_data/cars-18-5fb93ce5.json deleted file mode 100644 index 69fb69d99..000000000 --- a/test/integration/connectors/expected_results/sqlite/file_data/cars-18-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-18-5fb93ce5", - "connector_type": "sqlite", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944415.190345", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpf1s7kvy2/cars-18-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/sqlite/file_data/cars-19-5fb93ce5.json b/test/integration/connectors/expected_results/sqlite/file_data/cars-19-5fb93ce5.json deleted file mode 100644 index f2596b97c..000000000 --- a/test/integration/connectors/expected_results/sqlite/file_data/cars-19-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-19-5fb93ce5", - "connector_type": "sqlite", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944415.190345", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpf1s7kvy2/cars-19-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/sqlite/file_data/cars-2-5fb93ce5.json b/test/integration/connectors/expected_results/sqlite/file_data/cars-2-5fb93ce5.json index 559e82ecc..05013df91 100644 --- a/test/integration/connectors/expected_results/sqlite/file_data/cars-2-5fb93ce5.json +++ b/test/integration/connectors/expected_results/sqlite/file_data/cars-2-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-2-5fb93ce5", "connector_type": "sqlite", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-2-5fb93ce5.csv", + "fullpath": "cars-2-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944415.1829782", + "date_processed": "1734614226.994668", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpf1s7kvy2/cars-2-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpfa5uepf0/cars-2-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/sqlite/file_data/cars-20-5fb93ce5.json b/test/integration/connectors/expected_results/sqlite/file_data/cars-20-5fb93ce5.json deleted file mode 100644 index cdacda3e1..000000000 --- a/test/integration/connectors/expected_results/sqlite/file_data/cars-20-5fb93ce5.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "identifier": "cars-20-5fb93ce5", - "connector_type": "sqlite", - "source_identifiers": null, - "doc_type": "file", - "metadata": { - "url": null, - "version": null, - "record_locator": null, - "date_created": null, - "date_modified": null, - "date_processed": "1730944415.190345", - "permissions_data": null, - "filesize_bytes": null - }, - "additional_metadata": { - "table_name": "cars", - "id_column": "car_id" - }, - "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpf1s7kvy2/cars-20-5fb93ce5.csv", - "display_name": null -} \ No newline at end of file diff --git a/test/integration/connectors/expected_results/sqlite/file_data/cars-3-5fb93ce5.json b/test/integration/connectors/expected_results/sqlite/file_data/cars-3-5fb93ce5.json index efe2f47a7..a84d16dc8 100644 --- a/test/integration/connectors/expected_results/sqlite/file_data/cars-3-5fb93ce5.json +++ b/test/integration/connectors/expected_results/sqlite/file_data/cars-3-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-3-5fb93ce5", "connector_type": "sqlite", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-3-5fb93ce5.csv", + "fullpath": "cars-3-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944415.1829782", + "date_processed": "1734614226.994668", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpf1s7kvy2/cars-3-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpfa5uepf0/cars-3-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/sqlite/file_data/cars-4-5fb93ce5.json b/test/integration/connectors/expected_results/sqlite/file_data/cars-4-5fb93ce5.json index c8b582bff..18d0b5069 100644 --- a/test/integration/connectors/expected_results/sqlite/file_data/cars-4-5fb93ce5.json +++ b/test/integration/connectors/expected_results/sqlite/file_data/cars-4-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-4-5fb93ce5", "connector_type": "sqlite", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-4-5fb93ce5.csv", + "fullpath": "cars-4-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944415.1829782", + "date_processed": "1734614226.994668", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpf1s7kvy2/cars-4-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpfa5uepf0/cars-4-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/sqlite/file_data/cars-5-5fb93ce5.json b/test/integration/connectors/expected_results/sqlite/file_data/cars-5-5fb93ce5.json index e7f60a853..ae363fe06 100644 --- a/test/integration/connectors/expected_results/sqlite/file_data/cars-5-5fb93ce5.json +++ b/test/integration/connectors/expected_results/sqlite/file_data/cars-5-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-5-5fb93ce5", "connector_type": "sqlite", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-5-5fb93ce5.csv", + "fullpath": "cars-5-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944415.1829782", + "date_processed": "1734614226.994668", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpf1s7kvy2/cars-5-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpfa5uepf0/cars-5-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/sqlite/file_data/cars-6-5fb93ce5.json b/test/integration/connectors/expected_results/sqlite/file_data/cars-6-5fb93ce5.json index 17e1511ce..13a612f17 100644 --- a/test/integration/connectors/expected_results/sqlite/file_data/cars-6-5fb93ce5.json +++ b/test/integration/connectors/expected_results/sqlite/file_data/cars-6-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-6-5fb93ce5", "connector_type": "sqlite", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-6-5fb93ce5.csv", + "fullpath": "cars-6-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944415.186153", + "date_processed": "1734614226.994668", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpf1s7kvy2/cars-6-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpfa5uepf0/cars-6-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/sqlite/file_data/cars-7-5fb93ce5.json b/test/integration/connectors/expected_results/sqlite/file_data/cars-7-5fb93ce5.json index f93db1e7e..4af025249 100644 --- a/test/integration/connectors/expected_results/sqlite/file_data/cars-7-5fb93ce5.json +++ b/test/integration/connectors/expected_results/sqlite/file_data/cars-7-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-7-5fb93ce5", "connector_type": "sqlite", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-7-5fb93ce5.csv", + "fullpath": "cars-7-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944415.186153", + "date_processed": "1734614227.002614", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpf1s7kvy2/cars-7-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpfa5uepf0/cars-7-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/sqlite/file_data/cars-8-5fb93ce5.json b/test/integration/connectors/expected_results/sqlite/file_data/cars-8-5fb93ce5.json index d0e88e14c..89fe56bd8 100644 --- a/test/integration/connectors/expected_results/sqlite/file_data/cars-8-5fb93ce5.json +++ b/test/integration/connectors/expected_results/sqlite/file_data/cars-8-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-8-5fb93ce5", "connector_type": "sqlite", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-8-5fb93ce5.csv", + "fullpath": "cars-8-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944415.186153", + "date_processed": "1734614227.002614", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpf1s7kvy2/cars-8-5fb93ce5.csv", + "local_download_path": "/private/var/folders/n8/rps3wl195pj4p_0vyxqj5jrw0000gn/T/tmpfa5uepf0/cars-8-5fb93ce5.csv", "display_name": null } \ No newline at end of file diff --git a/test/integration/connectors/expected_results/sqlite/file_data/cars-9-5fb93ce5.json b/test/integration/connectors/expected_results/sqlite/file_data/cars-9-5fb93ce5.json index d3273e34b..888f435f9 100644 --- a/test/integration/connectors/expected_results/sqlite/file_data/cars-9-5fb93ce5.json +++ b/test/integration/connectors/expected_results/sqlite/file_data/cars-9-5fb93ce5.json @@ -1,15 +1,18 @@ { "identifier": "cars-9-5fb93ce5", "connector_type": "sqlite", - "source_identifiers": null, - "doc_type": "file", + "source_identifiers": { + "filename": "cars-9-5fb93ce5.csv", + "fullpath": "cars-9-5fb93ce5.csv", + "rel_path": null + }, "metadata": { "url": null, "version": null, "record_locator": null, "date_created": null, "date_modified": null, - "date_processed": "1730944415.186153", + "date_processed": "1734614227.002614", "permissions_data": null, "filesize_bytes": null }, @@ -18,6 +21,6 @@ "id_column": "car_id" }, "reprocess": false, - 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We had been tracking the maleficar for days, and finally had him cornered... or so we thought.\n\nAs we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "embeddings": [ + -0.03250373527407646, + 0.11405647546052933, + -0.032587453722953796, + 0.055381521582603455, + 0.059564560651779175, + 0.015745751559734344, + 0.09562661498785019, + 0.010293334722518921, + -0.04083289951086044, + -0.08257907629013062, + -0.03238358721137047, + -0.014912012033164501, + -0.0198091808706522, + -0.01337512768805027, + -0.020495573058724403, + 0.002414087299257517, + -0.06527095288038254, + 0.01364147663116455, + -0.033934954553842545, + 0.050227586179971695, + 0.0013295856770128012, + 0.08505179733037949, + -0.00859166868031025, + 0.0372328907251358, + -0.04048413783311844, + 0.02850324660539627, + -0.040489185601472855, + -0.014602068811655045, + 0.025089364498853683, + -0.06689489632844925, + 0.03795711323618889, + -0.030162107199430466, + -0.028193792328238487, + 0.031401507556438446, + -0.060299064964056015, + 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enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "embeddings": [ + 0.04131437838077545, + 0.010438342578709126, + -0.029227782040834427, + 0.1221429705619812, + 0.04667265713214874, + 0.006988010834902525, + 0.0879746824502945, + 0.01658152975142002, + 0.03387213870882988, + -0.05106586217880249, + -0.008163172751665115, + 0.01942339539527893, + 0.009290399961173534, + -0.04159928858280182, + -0.05286703631281853, + -0.03266151621937752, + -0.038281168788671494, + 0.05058445408940315, + -0.008906042203307152, + 0.045186761766672134, + 0.020186468958854675, + 0.0016097123734652996, + -0.031074801459908485, + 0.037382230162620544, + -0.06611403822898865, + 0.008967640809714794, + -0.0006455020047724247, + -0.09537012130022049, + 0.020525731146335602, + -0.04392102733254433, + -0.04517001286149025, + 0.08344835788011551, + -0.04777715727686882, + 0.016811847686767578, + -0.08461599797010422, + 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Should the demon get the upper hand, the result is an unholy union known as an abomination. 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "embeddings": [ + 0.029347889125347137, + -0.04517943039536476, + -0.10511812567710876, + -0.024585271254181862, + -0.007356676738709211, + -0.08651377260684967, + 0.022096142172813416, + -0.020169580355286598, + 0.06375181674957275, + -0.09861749410629272, + -0.05085907503962517, + 0.02313208393752575, + 0.06010859087109566, + -0.10936880111694336, + -0.014296606183052063, + -0.012459876947104931, + -0.049071744084358215, + -0.04973546788096428, + -0.05237169563770294, + 0.03888620063662529, + -0.012627502903342247, + -0.029852764680981636, + 0.06629118323326111, + 0.11194230616092682, + -0.061922457069158554, + -0.06858310848474503, + 0.06536244601011276, + -0.029726700857281685, + -0.003926862496882677, + -0.043617378920316696, + -0.04400668293237686, + 0.09197808057069778, + 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enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", + "embeddings": [ + -0.01682751625776291, + 0.044853467494249344, + -0.02427399344742298, + 0.019526232033967972, + -0.02260245941579342, + -0.02364928461611271, + -0.008829304948449135, + -0.0010938029736280441, + -0.03609094396233559, + 0.0002817685599438846, + -0.018739674240350723, + -0.03417038917541504, + -0.003862546756863594, + -0.037164438515901566, + -0.08567661792039871, + 0.038517385721206665, + 0.04341655224561691, + 0.03751537576317787, + 0.03385096788406372, + 0.08904548734426498, + 0.0018377407686784863, + 0.008340608328580856, + 0.03759521245956421, + 0.02481389231979847, + -0.027865441516041756, + -0.04453030973672867, + 0.00808127224445343, + -0.003838210366666317, + -0.021035296842455864, + -0.07071445882320404, + -0.06779080629348755, + 0.04234655573964119, + 0.01738337054848671, + -0.014189333654940128, + 0.013577292673289776, + 0.07574520260095596, + 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", + "embeddings": [ + 0.03848652541637421, + 0.07322842627763748, + -0.039086371660232544, + 0.014992752112448215, + 0.0782385915517807, + -0.026279285550117493, + 0.07023986428976059, + -0.0001279494317714125, + -0.058713387697935104, + -0.07570464164018631, + 0.02176794223487377, + -0.0005701213958673179, + -0.0019813489634543657, + -0.07120512425899506, + -0.03209613263607025, + -0.02752888761460781, + -0.1049681082367897, + -0.014891864731907845, + 0.004007284063845873, + 0.00852011889219284, + -0.05432821437716484, + 0.07113152742385864, + 0.001230935798957944, + 0.041040707379579544, + 0.046427223831415176, + -0.0405488945543766, + -0.006561534013599157, + 0.023826558142900467, + 0.03458769991993904, + -0.053628306835889816, + 0.09278160333633423, + -0.006737314630299807, + 0.05220581963658333, + -0.036295779049396515, + -0.0485057532787323, + 0.11319926381111145, + 0.027510428801178932, + -0.014265256933867931, + 0.010309591889381409, + 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "embeddings": [ + -0.03250373527407646, + 0.11405647546052933, + -0.032587453722953796, + 0.055381521582603455, + 0.059564560651779175, + 0.015745751559734344, + 0.09562661498785019, + 0.010293334722518921, + -0.04083289951086044, + -0.08257907629013062, + -0.03238358721137047, + -0.014912012033164501, + -0.0198091808706522, + -0.01337512768805027, + -0.020495573058724403, + 0.002414087299257517, + -0.06527095288038254, + 0.01364147663116455, + -0.033934954553842545, + 0.050227586179971695, + 0.0013295856770128012, + 0.08505179733037949, + -0.00859166868031025, + 0.0372328907251358, + -0.04048413783311844, + 0.02850324660539627, + -0.040489185601472855, + -0.014602068811655045, + 0.025089364498853683, + -0.06689489632844925, + 0.03795711323618889, + -0.030162107199430466, + -0.028193792328238487, + 0.031401507556438446, + -0.060299064964056015, + 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enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "embeddings": [ + 0.04131437838077545, + 0.010438342578709126, + -0.029227782040834427, + 0.1221429705619812, + 0.04667265713214874, + 0.006988010834902525, + 0.0879746824502945, + 0.01658152975142002, + 0.03387213870882988, + -0.05106586217880249, + -0.008163172751665115, + 0.01942339539527893, + 0.009290399961173534, + -0.04159928858280182, + -0.05286703631281853, + -0.03266151621937752, + -0.038281168788671494, + 0.05058445408940315, + -0.008906042203307152, + 0.045186761766672134, + 0.020186468958854675, + 0.0016097123734652996, + -0.031074801459908485, + 0.037382230162620544, + -0.06611403822898865, + 0.008967640809714794, + -0.0006455020047724247, + -0.09537012130022049, + 0.020525731146335602, + -0.04392102733254433, + -0.04517001286149025, + 0.08344835788011551, + -0.04777715727686882, + 0.016811847686767578, + -0.08461599797010422, + 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "embeddings": [ + 0.037358030676841736, + -0.020528586581349373, + -0.0796353816986084, + 0.07023921608924866, + -0.06806978583335876, + -0.053695108741521835, + 0.07401636987924576, + 0.012273840606212616, + 0.033039968460798264, + -0.045149460434913635, + -0.012830198742449284, + -0.011274494230747223, + 0.02671178989112377, + -0.06151292100548744, + -0.02749647945165634, + -0.023190999403595924, + -0.060615431517362595, + -0.05463779345154762, + 0.021168455481529236, + 0.1274556964635849, + 0.028768477961421013, + -0.046644821763038635, + -0.035690709948539734, + 0.06094501167535782, + -0.06838582456111908, + -0.013283107429742813, + -0.027634529396891594, + -0.035816628485918045, + 0.04861142858862877, + -0.09768129140138626, + 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "embeddings": [ + 0.029347889125347137, + -0.04517943039536476, + -0.10511812567710876, + -0.024585271254181862, + -0.007356676738709211, + -0.08651377260684967, + 0.022096142172813416, + -0.020169580355286598, + 0.06375181674957275, + -0.09861749410629272, + -0.05085907503962517, + 0.02313208393752575, + 0.06010859087109566, + -0.10936880111694336, + -0.014296606183052063, + -0.012459876947104931, + -0.049071744084358215, + -0.04973546788096428, + -0.05237169563770294, + 0.03888620063662529, + -0.012627502903342247, + -0.029852764680981636, + 0.06629118323326111, + 0.11194230616092682, + -0.061922457069158554, + -0.06858310848474503, + 0.06536244601011276, + -0.029726700857281685, + -0.003926862496882677, + -0.043617378920316696, + -0.04400668293237686, + 0.09197808057069778, + 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enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", + "embeddings": [ + -0.01682751625776291, + 0.044853467494249344, + -0.02427399344742298, + 0.019526232033967972, + -0.02260245941579342, + -0.02364928461611271, + -0.008829304948449135, + -0.0010938029736280441, + -0.03609094396233559, + 0.0002817685599438846, + -0.018739674240350723, + -0.03417038917541504, + -0.003862546756863594, + -0.037164438515901566, + -0.08567661792039871, + 0.038517385721206665, + 0.04341655224561691, + 0.03751537576317787, + 0.03385096788406372, + 0.08904548734426498, + 0.0018377407686784863, + 0.008340608328580856, + 0.03759521245956421, + 0.02481389231979847, + -0.027865441516041756, + -0.04453030973672867, + 0.00808127224445343, + -0.003838210366666317, + -0.021035296842455864, + -0.07071445882320404, + -0.06779080629348755, + 0.04234655573964119, + 0.01738337054848671, + -0.014189333654940128, + 0.013577292673289776, + 0.07574520260095596, + 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We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", + "embeddings": [ + 0.03848652541637421, + 0.07322842627763748, + -0.039086371660232544, + 0.014992752112448215, + 0.0782385915517807, + -0.026279285550117493, + 0.07023986428976059, + -0.0001279494317714125, + -0.058713387697935104, + -0.07570464164018631, + 0.02176794223487377, + -0.0005701213958673179, + -0.0019813489634543657, + -0.07120512425899506, + -0.03209613263607025, + -0.02752888761460781, + -0.1049681082367897, + -0.014891864731907845, + 0.004007284063845873, + 0.00852011889219284, + -0.05432821437716484, + 0.07113152742385864, + 0.001230935798957944, + 0.041040707379579544, + 0.046427223831415176, + -0.0405488945543766, + -0.006561534013599157, + 0.023826558142900467, + 0.03458769991993904, + -0.053628306835889816, + 0.09278160333633423, + -0.006737314630299807, + 0.05220581963658333, + -0.036295779049396515, + -0.0485057532787323, + 0.11319926381111145, + 0.027510428801178932, + -0.014265256933867931, + 0.010309591889381409, + 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", + "embeddings": [ + -0.03250373527407646, + 0.11405647546052933, + -0.032587453722953796, + 0.055381521582603455, + 0.059564560651779175, + 0.015745751559734344, + 0.09562661498785019, + 0.010293334722518921, + -0.04083289951086044, + -0.08257907629013062, + -0.03238358721137047, + -0.014912012033164501, + -0.0198091808706522, + -0.01337512768805027, + -0.020495573058724403, + 0.002414087299257517, + -0.06527095288038254, + 0.01364147663116455, + -0.033934954553842545, + 0.050227586179971695, + 0.0013295856770128012, + 0.08505179733037949, + -0.00859166868031025, + 0.0372328907251358, + -0.04048413783311844, + 0.02850324660539627, + -0.040489185601472855, + -0.014602068811655045, + 0.025089364498853683, + -0.06689489632844925, + 0.03795711323618889, + -0.030162107199430466, + -0.028193792328238487, + 0.031401507556438446, + -0.060299064964056015, + 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enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", + "embeddings": [ + 0.04131437838077545, + 0.010438342578709126, + -0.029227782040834427, + 0.1221429705619812, + 0.04667265713214874, + 0.006988010834902525, + 0.0879746824502945, + 0.01658152975142002, + 0.03387213870882988, + -0.05106586217880249, + -0.008163172751665115, + 0.01942339539527893, + 0.009290399961173534, + -0.04159928858280182, + -0.05286703631281853, + -0.03266151621937752, + -0.038281168788671494, + 0.05058445408940315, + -0.008906042203307152, + 0.045186761766672134, + 0.020186468958854675, + 0.0016097123734652996, + -0.031074801459908485, + 0.037382230162620544, + -0.06611403822898865, + 0.008967640809714794, + -0.0006455020047724247, + -0.09537012130022049, + 0.020525731146335602, + -0.04392102733254433, + -0.04517001286149025, + 0.08344835788011551, + -0.04777715727686882, + 0.016811847686767578, + -0.08461599797010422, + 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Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", + "embeddings": [ + 0.037358030676841736, + -0.020528586581349373, + -0.0796353816986084, + 0.07023921608924866, + -0.06806978583335876, + -0.053695108741521835, + 0.07401636987924576, + 0.012273840606212616, + 0.033039968460798264, + -0.045149460434913635, + -0.012830198742449284, + -0.011274494230747223, + 0.02671178989112377, + -0.06151292100548744, + -0.02749647945165634, + -0.023190999403595924, + -0.060615431517362595, + -0.05463779345154762, + 0.021168455481529236, + 0.1274556964635849, + 0.028768477961421013, + -0.046644821763038635, + -0.035690709948539734, + 0.06094501167535782, + -0.06838582456111908, + -0.013283107429742813, + -0.027634529396891594, + -0.035816628485918045, + 0.04861142858862877, + -0.09768129140138626, + 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", + "embeddings": [ + 0.029347889125347137, + -0.04517943039536476, + -0.10511812567710876, + -0.024585271254181862, + -0.007356676738709211, + -0.08651377260684967, + 0.022096142172813416, + -0.020169580355286598, + 0.06375181674957275, + -0.09861749410629272, + -0.05085907503962517, + 0.02313208393752575, + 0.06010859087109566, + -0.10936880111694336, + -0.014296606183052063, + -0.012459876947104931, + -0.049071744084358215, + -0.04973546788096428, + -0.05237169563770294, + 0.03888620063662529, + -0.012627502903342247, + -0.029852764680981636, + 0.06629118323326111, + 0.11194230616092682, + -0.061922457069158554, + -0.06858310848474503, + 0.06536244601011276, + -0.029726700857281685, + -0.003926862496882677, + -0.043617378920316696, + -0.04400668293237686, + 0.09197808057069778, + 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enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", + "embeddings": [ + -0.08342055231332779, + 0.052118003368377686, + 0.00927137490361929, + 0.00821769516915083, + -0.01837557926774025, + -0.022791797295212746, + 0.0005622926400974393, + 0.015177621506154537, + -0.044368308037519455, + -0.03960308060050011, + 0.02673662267625332, + 0.017424117773771286, + 0.03634529188275337, + -0.05126689001917839, + -0.11323326081037521, + 0.023094939067959785, + 0.03664935380220413, + 0.0706443339586258, + -0.010426182299852371, + 0.05276356637477875, + 0.028232764452695847, + -0.00017360948550049216, + 0.03809289634227753, + 0.07166895270347595, + 0.010475720278918743, + -0.037191905081272125, + -0.0024140281602740288, + -0.029270833358168602, + -0.006603992078453302, + -0.02663854882121086, + -0.06387452781200409, + 0.010723570361733437, + -0.02904103510081768, + 0.05121173709630966, + -0.010028553195297718, + 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b/test/integration/connectors/expected_results/sqlite/stager/DA-1p-with-duplicate-pages.pdf.ndjson @@ -0,0 +1,22 @@ +{"type": "CompositeElement", "element_id": "2470d8dc42215b3d68413b55bf00fed2", "text": "MAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.\n\nAs we approached, a home on the edge of the town exploded, sending splinters of wood and fist-sized chunks of rocks into our ranks. 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village chantry, stood the mage. 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "embeddings": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 0.055381521582603455, 0.059564560651779175, 0.015745751559734344, 0.09562661498785019, 0.010293334722518921, -0.04083289951086044, -0.08257907629013062, -0.03238358721137047, -0.014912012033164501, -0.0198091808706522, -0.01337512768805027, -0.020495573058724403, 0.002414087299257517, -0.06527095288038254, 0.01364147663116455, -0.033934954553842545, 0.050227586179971695, 0.0013295856770128012, 0.08505179733037949, -0.00859166868031025, 0.0372328907251358, -0.04048413783311844, 0.02850324660539627, -0.040489185601472855, -0.014602068811655045, 0.025089364498853683, -0.06689489632844925, 0.03795711323618889, -0.030162107199430466, -0.028193792328238487, 0.031401507556438446, -0.060299064964056015, 0.07824402302503586, 0.0417218841612339, -0.00280062691308558, 0.015016979537904263, 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templar in Cumberland, 8:84 Blessed.\n\nIt is known that mages are able to walk the Fade while completely aware of their surroundings, unlike most others who may only enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "embeddings": [0.04131437838077545, 0.010438342578709126, -0.029227782040834427, 0.1221429705619812, 0.04667265713214874, 0.006988010834902525, 0.0879746824502945, 0.01658152975142002, 0.03387213870882988, -0.05106586217880249, -0.008163172751665115, 0.01942339539527893, 0.009290399961173534, -0.04159928858280182, -0.05286703631281853, -0.03266151621937752, -0.038281168788671494, 0.05058445408940315, -0.008906042203307152, 0.045186761766672134, 0.020186468958854675, 0.0016097123734652996, -0.031074801459908485, 0.037382230162620544, -0.06611403822898865, 0.008967640809714794, -0.0006455020047724247, -0.09537012130022049, 0.020525731146335602, -0.04392102733254433, -0.04517001286149025, 0.08344835788011551, -0.04777715727686882, 0.016811847686767578, -0.08461599797010422, 0.056300051510334015, 0.03214816376566887, 0.026472169905900955, 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always attempts to possess a mage when it encounters one\u2014by force or by making some kind of deal depending on the strength of the mage. Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", "embeddings": [0.037358030676841736, -0.020528586581349373, -0.0796353816986084, 0.07023921608924866, -0.06806978583335876, -0.053695108741521835, 0.07401636987924576, 0.012273840606212616, 0.033039968460798264, -0.045149460434913635, -0.012830198742449284, -0.011274494230747223, 0.02671178989112377, -0.06151292100548744, -0.02749647945165634, -0.023190999403595924, -0.060615431517362595, -0.05463779345154762, 0.021168455481529236, 0.1274556964635849, 0.028768477961421013, -0.046644821763038635, -0.035690709948539734, 0.06094501167535782, -0.06838582456111908, -0.013283107429742813, -0.027634529396891594, -0.035816628485918045, 0.04861142858862877, -0.09768129140138626, -0.0510096400976181, 0.08331329375505447, -0.09209876507520676, 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "embeddings": [0.029347889125347137, -0.04517943039536476, -0.10511812567710876, -0.024585271254181862, -0.007356676738709211, -0.08651377260684967, 0.022096142172813416, -0.020169580355286598, 0.06375181674957275, -0.09861749410629272, -0.05085907503962517, 0.02313208393752575, 0.06010859087109566, -0.10936880111694336, -0.014296606183052063, -0.012459876947104931, -0.049071744084358215, -0.04973546788096428, -0.05237169563770294, 0.03888620063662529, -0.012627502903342247, -0.029852764680981636, 0.06629118323326111, 0.11194230616092682, -0.061922457069158554, -0.06858310848474503, 0.06536244601011276, -0.029726700857281685, -0.003926862496882677, -0.043617378920316696, -0.04400668293237686, 0.09197808057069778, -0.03772498667240143, -0.06420345604419708, -0.06515754759311676, 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"element_id": "17d95063f79ee541af296d142b36e35f", "text": "Arcane Horror\n\n\"Upon ascending to the second floor of the tower, we were greeted by a gruesome sight: a ragged collection of bones wearing the robes of one of the senior enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "embeddings": [-0.01682751625776291, 0.044853467494249344, -0.02427399344742298, 0.019526232033967972, -0.02260245941579342, -0.02364928461611271, -0.008829304948449135, -0.0010938029736280441, -0.03609094396233559, 0.0002817685599438846, -0.018739674240350723, -0.03417038917541504, -0.003862546756863594, -0.037164438515901566, -0.08567661792039871, 0.038517385721206665, 0.04341655224561691, 0.03751537576317787, 0.03385096788406372, 0.08904548734426498, 0.0018377407686784863, 0.008340608328580856, 0.03759521245956421, 0.02481389231979847, -0.027865441516041756, -0.04453030973672867, 0.00808127224445343, -0.003838210366666317, -0.021035296842455864, -0.07071445882320404, -0.06779080629348755, 0.04234655573964119, 0.01738337054848671, -0.014189333654940128, 0.013577292673289776, 0.07574520260095596, 0.06995886564254761, -0.039838001132011414, 0.050228819251060486, 0.0009188558324240148, 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splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", "embeddings": [0.03848652541637421, 0.07322842627763748, -0.039086371660232544, 0.014992752112448215, 0.0782385915517807, -0.026279285550117493, 0.07023986428976059, -0.0001279494317714125, -0.058713387697935104, -0.07570464164018631, 0.02176794223487377, -0.0005701213958673179, -0.0019813489634543657, -0.07120512425899506, -0.03209613263607025, -0.02752888761460781, -0.1049681082367897, -0.014891864731907845, 0.004007284063845873, 0.00852011889219284, -0.05432821437716484, 0.07113152742385864, 0.001230935798957944, 0.041040707379579544, 0.046427223831415176, -0.0405488945543766, -0.006561534013599157, 0.023826558142900467, 0.03458769991993904, -0.053628306835889816, 0.09278160333633423, -0.006737314630299807, 0.05220581963658333, -0.036295779049396515, -0.0485057532787323, 0.11319926381111145, 0.027510428801178932, -0.014265256933867931, 0.010309591889381409, -0.01602257788181305, -0.005835033021867275, 0.0045592039823532104, -0.06903189420700073, 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "embeddings": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 0.055381521582603455, 0.059564560651779175, 0.015745751559734344, 0.09562661498785019, 0.010293334722518921, -0.04083289951086044, -0.08257907629013062, -0.03238358721137047, -0.014912012033164501, -0.0198091808706522, -0.01337512768805027, -0.020495573058724403, 0.002414087299257517, -0.06527095288038254, 0.01364147663116455, -0.033934954553842545, 0.050227586179971695, 0.0013295856770128012, 0.08505179733037949, -0.00859166868031025, 0.0372328907251358, -0.04048413783311844, 0.02850324660539627, -0.040489185601472855, -0.014602068811655045, 0.025089364498853683, -0.06689489632844925, 0.03795711323618889, -0.030162107199430466, -0.028193792328238487, 0.031401507556438446, -0.060299064964056015, 0.07824402302503586, 0.0417218841612339, -0.00280062691308558, 0.015016979537904263, 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templar in Cumberland, 8:84 Blessed.\n\nIt is known that mages are able to walk the Fade while completely aware of their surroundings, unlike most others who may only enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "embeddings": [0.04131437838077545, 0.010438342578709126, -0.029227782040834427, 0.1221429705619812, 0.04667265713214874, 0.006988010834902525, 0.0879746824502945, 0.01658152975142002, 0.03387213870882988, -0.05106586217880249, -0.008163172751665115, 0.01942339539527893, 0.009290399961173534, -0.04159928858280182, -0.05286703631281853, -0.03266151621937752, -0.038281168788671494, 0.05058445408940315, -0.008906042203307152, 0.045186761766672134, 0.020186468958854675, 0.0016097123734652996, -0.031074801459908485, 0.037382230162620544, -0.06611403822898865, 0.008967640809714794, -0.0006455020047724247, -0.09537012130022049, 0.020525731146335602, -0.04392102733254433, -0.04517001286149025, 0.08344835788011551, -0.04777715727686882, 0.016811847686767578, -0.08461599797010422, 0.056300051510334015, 0.03214816376566887, 0.026472169905900955, 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Should the demon get the upper hand, the result is an unholy union known as an abomination. 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "embeddings": [0.029347889125347137, -0.04517943039536476, -0.10511812567710876, -0.024585271254181862, -0.007356676738709211, -0.08651377260684967, 0.022096142172813416, -0.020169580355286598, 0.06375181674957275, -0.09861749410629272, -0.05085907503962517, 0.02313208393752575, 0.06010859087109566, -0.10936880111694336, -0.014296606183052063, -0.012459876947104931, -0.049071744084358215, -0.04973546788096428, -0.05237169563770294, 0.03888620063662529, -0.012627502903342247, -0.029852764680981636, 0.06629118323326111, 0.11194230616092682, -0.061922457069158554, -0.06858310848474503, 0.06536244601011276, -0.029726700857281685, -0.003926862496882677, -0.043617378920316696, -0.04400668293237686, 0.09197808057069778, -0.03772498667240143, -0.06420345604419708, -0.06515754759311676, 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"element_id": "9898e8da83933fafa47600450eca67f1", "text": "Arcane Horror\n\n\"Upon ascending to the second floor of the tower, we were greeted by a gruesome sight: a ragged collection of bones wearing the robes of one of the senior enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6\n\nMAIN GAME\n\nCREATURES\n\nAbomination\n\n\"We arrived in the dead of night. We had been tracking the maleficar for days, and finally had him cornered... or so we thought.", "embeddings": [-0.01682751625776291, 0.044853467494249344, -0.02427399344742298, 0.019526232033967972, -0.02260245941579342, -0.02364928461611271, -0.008829304948449135, -0.0010938029736280441, -0.03609094396233559, 0.0002817685599438846, -0.018739674240350723, -0.03417038917541504, -0.003862546756863594, -0.037164438515901566, -0.08567661792039871, 0.038517385721206665, 0.04341655224561691, 0.03751537576317787, 0.03385096788406372, 0.08904548734426498, 0.0018377407686784863, 0.008340608328580856, 0.03759521245956421, 0.02481389231979847, -0.027865441516041756, -0.04453030973672867, 0.00808127224445343, -0.003838210366666317, -0.021035296842455864, -0.07071445882320404, -0.06779080629348755, 0.04234655573964119, 0.01738337054848671, -0.014189333654940128, 0.013577292673289776, 0.07574520260095596, 0.06995886564254761, -0.039838001132011414, 0.050228819251060486, 0.0009188558324240148, 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splinters of wood and fist-sized chunks of rocks into our ranks. We had but moments to regroup before fire rained from the sky, the sounds of destruction wrapped in a hideous laughter from the center of the village.\n\nThere, perched atop the spire of the village chantry, stood the mage. But he was human no longer.", "embeddings": [0.03848652541637421, 0.07322842627763748, -0.039086371660232544, 0.014992752112448215, 0.0782385915517807, -0.026279285550117493, 0.07023986428976059, -0.0001279494317714125, -0.058713387697935104, -0.07570464164018631, 0.02176794223487377, -0.0005701213958673179, -0.0019813489634543657, -0.07120512425899506, -0.03209613263607025, -0.02752888761460781, -0.1049681082367897, -0.014891864731907845, 0.004007284063845873, 0.00852011889219284, -0.05432821437716484, 0.07113152742385864, 0.001230935798957944, 0.041040707379579544, 0.046427223831415176, -0.0405488945543766, -0.006561534013599157, 0.023826558142900467, 0.03458769991993904, -0.053628306835889816, 0.09278160333633423, -0.006737314630299807, 0.05220581963658333, -0.036295779049396515, -0.0485057532787323, 0.11319926381111145, 0.027510428801178932, -0.014265256933867931, 0.010309591889381409, -0.01602257788181305, -0.005835033021867275, 0.0045592039823532104, -0.06903189420700073, 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I saw my comrades fall, burned by the flaming sky or crushed by debris. The monstrous creature, looking as if a demon were wearing a man like a twisted suit of skin, spotted me and grinned. We had forced it to this, I realized; the mage had made this pact, given himself over to the demon to survive our assault.\"", "embeddings": [-0.03250373527407646, 0.11405647546052933, -0.032587453722953796, 0.055381521582603455, 0.059564560651779175, 0.015745751559734344, 0.09562661498785019, 0.010293334722518921, -0.04083289951086044, -0.08257907629013062, -0.03238358721137047, -0.014912012033164501, -0.0198091808706522, -0.01337512768805027, -0.020495573058724403, 0.002414087299257517, -0.06527095288038254, 0.01364147663116455, -0.033934954553842545, 0.050227586179971695, 0.0013295856770128012, 0.08505179733037949, -0.00859166868031025, 0.0372328907251358, -0.04048413783311844, 0.02850324660539627, -0.040489185601472855, -0.014602068811655045, 0.025089364498853683, -0.06689489632844925, 0.03795711323618889, -0.030162107199430466, -0.028193792328238487, 0.031401507556438446, -0.060299064964056015, 0.07824402302503586, 0.0417218841612339, -0.00280062691308558, 0.015016979537904263, 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templar in Cumberland, 8:84 Blessed.\n\nIt is known that mages are able to walk the Fade while completely aware of their surroundings, unlike most others who may only enter the realm as dreamers and leave it scarcely aware of their experience. Demons are drawn to mages, though whether it is because of this awareness or simply by virtue of their magical power in our world is unknown.", "embeddings": [0.04131437838077545, 0.010438342578709126, -0.029227782040834427, 0.1221429705619812, 0.04667265713214874, 0.006988010834902525, 0.0879746824502945, 0.01658152975142002, 0.03387213870882988, -0.05106586217880249, -0.008163172751665115, 0.01942339539527893, 0.009290399961173534, -0.04159928858280182, -0.05286703631281853, -0.03266151621937752, -0.038281168788671494, 0.05058445408940315, -0.008906042203307152, 0.045186761766672134, 0.020186468958854675, 0.0016097123734652996, -0.031074801459908485, 0.037382230162620544, -0.06611403822898865, 0.008967640809714794, -0.0006455020047724247, -0.09537012130022049, 0.020525731146335602, -0.04392102733254433, -0.04517001286149025, 0.08344835788011551, -0.04777715727686882, 0.016811847686767578, -0.08461599797010422, 0.056300051510334015, 0.03214816376566887, 0.026472169905900955, 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always attempts to possess a mage when it encounters one\u2014by force or by making some kind of deal depending on the strength of the mage. Should the demon get the upper hand, the result is an unholy union known as an abomination. Abominations have been responsible for some of the worst cataclysms in history, and the notion that some mage in a remote tower could turn into such a creature unbeknownst to any was the driving force behind the creation of the Circle of", "embeddings": [0.037358030676841736, -0.020528586581349373, -0.0796353816986084, 0.07023921608924866, -0.06806978583335876, -0.053695108741521835, 0.07401636987924576, 0.012273840606212616, 0.033039968460798264, -0.045149460434913635, -0.012830198742449284, -0.011274494230747223, 0.02671178989112377, -0.06151292100548744, -0.02749647945165634, -0.023190999403595924, -0.060615431517362595, -0.05463779345154762, 0.021168455481529236, 0.1274556964635849, 0.028768477961421013, -0.046644821763038635, -0.035690709948539734, 0.06094501167535782, -0.06838582456111908, -0.013283107429742813, -0.027634529396891594, -0.035816628485918045, 0.04861142858862877, -0.09768129140138626, -0.0510096400976181, 0.08331329375505447, -0.09209876507520676, 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The Circle has methods for weeding out those who are too at risk for demonic possession, and scant few mages would give up their free will to submit to such a bond with a demon. But once an abomination is created, it will do its best to create more. Considering that entire squads of templars have been known to fall at the hands of a single abomination, it is not surprising that the Chantry takes the business of the Circle of Magi very seriously indeed.", "embeddings": [0.029347889125347137, -0.04517943039536476, -0.10511812567710876, -0.024585271254181862, -0.007356676738709211, -0.08651377260684967, 0.022096142172813416, -0.020169580355286598, 0.06375181674957275, -0.09861749410629272, -0.05085907503962517, 0.02313208393752575, 0.06010859087109566, -0.10936880111694336, -0.014296606183052063, -0.012459876947104931, -0.049071744084358215, -0.04973546788096428, -0.05237169563770294, 0.03888620063662529, -0.012627502903342247, -0.029852764680981636, 0.06629118323326111, 0.11194230616092682, -0.061922457069158554, -0.06858310848474503, 0.06536244601011276, -0.029726700857281685, -0.003926862496882677, -0.043617378920316696, -0.04400668293237686, 0.09197808057069778, -0.03772498667240143, -0.06420345604419708, -0.06515754759311676, 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"element_id": "3e7327ee201e84f3061474204708d8f7", "text": "Arcane Horror\n\n\"Upon ascending to the second floor of the tower, we were greeted by a gruesome sight: a ragged collection of bones wearing the robes of one of the senior enchanters. I had known her for years, watched her raise countless apprentices, and now she was a mere puppet for some demon.\"\n\n6", "embeddings": [-0.08342055231332779, 0.052118003368377686, 0.00927137490361929, 0.00821769516915083, -0.01837557926774025, -0.022791797295212746, 0.0005622926400974393, 0.015177621506154537, -0.044368308037519455, -0.03960308060050011, 0.02673662267625332, 0.017424117773771286, 0.03634529188275337, -0.05126689001917839, -0.11323326081037521, 0.023094939067959785, 0.03664935380220413, 0.0706443339586258, -0.010426182299852371, 0.05276356637477875, 0.028232764452695847, -0.00017360948550049216, 0.03809289634227753, 0.07166895270347595, 0.010475720278918743, -0.037191905081272125, -0.0024140281602740288, -0.029270833358168602, -0.006603992078453302, -0.02663854882121086, -0.06387452781200409, 0.010723570361733437, -0.02904103510081768, 0.05121173709630966, -0.010028553195297718, 0.0959436297416687, 0.09057556092739105, 0.0009347658487968147, -0.003882128046825528, 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file mode 100644 index 000000000..de7215089 --- /dev/null +++ b/test/integration/connectors/kafka/conftest.py @@ -0,0 +1,72 @@ +import json +import time + +from confluent_kafka import Consumer, KafkaError, KafkaException +from confluent_kafka.admin import AdminClient + +from unstructured_ingest.v2.logger import logger + +TOPIC = "fake-topic" + + +def get_admin_client() -> AdminClient: + conf = { + "bootstrap.servers": "localhost:29092", + } + return AdminClient(conf) + + +def wait_for_topic( + topic: str, + retries: int = 10, + interval: int = 2, + exists: bool = True, + admin_client=None, +): + if admin_client is None: + admin_client = get_admin_client() + current_topics = admin_client.list_topics().topics + attempts = 0 + while (topic not in current_topics) == exists and attempts < retries: + attempts += 1 + logger.info( + "Attempt {}: Waiting for topic {} to {} exist. Current topics: [{}]".format( + attempts, topic, "" if exists else "not", ", ".join(current_topics) + ) + ) + time.sleep(interval) + current_topics = admin_client.list_topics().topics + logger.info( + "Attempt {} succeeded: Waiting for topic {} to {} exist. Current topics: [{}]".format( + attempts, topic, "" if exists else "not", ", ".join(current_topics) + ) + ) + + if (topic not in current_topics) == exists: + raise TimeoutError(f"Timeout out waiting for topic {topic} to exist") + + +def get_all_messages(conf: dict, topic: str, max_empty_messages: int = 3) -> list[dict]: + consumer = Consumer(conf) + consumer.subscribe([topic]) + messages = [] + try: + empty_count = 0 + while empty_count < max_empty_messages: + msg = consumer.poll(timeout=5) + if msg is None: + empty_count += 1 + continue + if msg.error(): + if msg.error().code() == KafkaError._PARTITION_EOF: + break + else: + raise KafkaException(msg.error()) + try: + message = json.loads(msg.value().decode("utf8")) + messages.append(message) + finally: + consumer.commit(asynchronous=False) + finally: + consumer.close() + return messages diff --git a/test/integration/connectors/kafka/test_kafka_cloud.py b/test/integration/connectors/kafka/test_kafka_cloud.py new file mode 100644 index 000000000..fc09f55ed --- /dev/null +++ b/test/integration/connectors/kafka/test_kafka_cloud.py @@ -0,0 +1,177 @@ +import json +import os +import tempfile +from pathlib import Path + +import pytest +from confluent_kafka import Producer +from confluent_kafka.admin import AdminClient +from confluent_kafka.cimpl import NewTopic + +from test.integration.connectors.kafka.conftest import TOPIC, get_all_messages, wait_for_topic +from test.integration.connectors.utils.constants import DESTINATION_TAG, SOURCE_TAG +from test.integration.connectors.utils.validation.source import ( + SourceValidationConfigs, + source_connector_validation, +) +from test.integration.utils import requires_env +from unstructured_ingest.v2.interfaces import FileData, SourceIdentifiers +from unstructured_ingest.v2.logger import logger +from unstructured_ingest.v2.processes.connectors.kafka.cloud import ( + CloudKafkaAccessConfig, + CloudKafkaConnectionConfig, + CloudKafkaDownloader, + CloudKafkaDownloaderConfig, + CloudKafkaIndexer, + CloudKafkaIndexerConfig, + CloudKafkaUploader, + CloudKafkaUploaderConfig, +) +from unstructured_ingest.v2.processes.connectors.kafka.local import CONNECTOR_TYPE + + +@pytest.fixture +def kafka_seed_topic_cloud(request) -> int: + expected_messages: int = request.param + conf = { + "bootstrap.servers": os.environ["KAFKA_BOOTSTRAP_SERVER"], + "sasl.username": os.environ["KAFKA_API_KEY"], + "sasl.password": os.environ["KAFKA_SECRET"], + "sasl.mechanism": "PLAIN", + "security.protocol": "SASL_SSL", + } + admin_client = AdminClient(conf) + try: + res = admin_client.delete_topics([TOPIC], operation_timeout=10) + for topic, f in res.items(): + f.result() + logger.info(f"Topic {topic} removed") + wait_for_topic(TOPIC, 5, 1, False, admin_client) + except Exception: + pass + + cluster_meta = admin_client.list_topics() + current_topics = [topic for topic in cluster_meta.topics if topic != "__consumer_offsets"] + + assert TOPIC not in current_topics, f"Topic {TOPIC} shouldn't exist" + + # Kafka Cloud allows to use replication_factor=1 only for Dedicated clusters. + topic_obj = NewTopic(TOPIC, num_partitions=1, replication_factor=3) + + res = admin_client.create_topics([topic_obj], operation_timeout=10, validate_only=False) + for topic, f in res.items(): + f.result() + + producer = Producer(conf) + for i in range(expected_messages): + message = f"This is some text for message {i}" + producer.produce(topic=TOPIC, value=message) + producer.flush(timeout=10) + return expected_messages + + +@pytest.mark.asyncio +@pytest.mark.tags(CONNECTOR_TYPE, SOURCE_TAG) +@requires_env("KAFKA_API_KEY", "KAFKA_SECRET", "KAFKA_BOOTSTRAP_SERVER") +@pytest.mark.parametrize("kafka_seed_topic_cloud", [5], indirect=True) +async def test_kafka_source_cloud(kafka_seed_topic_cloud: int): + """ + Creates topic in cloud, sends 5 simple messages. Downloader should download them. + In order to have this test succeed, you need to create cluster on Confluent Cloud, + and create the API key with admin privileges. By default, user account keys have it. + """ + + expected_messages = kafka_seed_topic_cloud + + connection_config = CloudKafkaConnectionConfig( + bootstrap_server=os.environ["KAFKA_BOOTSTRAP_SERVER"], + port=9092, + access_config=CloudKafkaAccessConfig( + kafka_api_key=os.environ["KAFKA_API_KEY"], + secret=os.environ["KAFKA_SECRET"], + ), + ) + + with tempfile.TemporaryDirectory() as tempdir: + tempdir_path = Path(tempdir) + download_config = CloudKafkaDownloaderConfig(download_dir=tempdir_path) + indexer = CloudKafkaIndexer( + connection_config=connection_config, + index_config=CloudKafkaIndexerConfig( + topic=TOPIC, + num_messages_to_consume=expected_messages, + ), + ) + downloader = CloudKafkaDownloader( + connection_config=connection_config, download_config=download_config + ) + indexer.precheck() + await source_connector_validation( + indexer=indexer, + downloader=downloader, + configs=SourceValidationConfigs( + test_id="kafka-cloud", + exclude_fields_extend=["connector_type"], + expected_num_files=expected_messages, + validate_downloaded_files=True, + validate_file_data=True, + ), + ) + + +@pytest.mark.asyncio +@pytest.mark.tags(CONNECTOR_TYPE, DESTINATION_TAG) +@requires_env("KAFKA_API_KEY", "KAFKA_SECRET", "KAFKA_BOOTSTRAP_SERVER") +@pytest.mark.parametrize( + "kafka_seed_topic_cloud", [0], indirect=True +) # make it just create topic, without messages +async def test_kafka_destination_cloud(upload_file: Path, kafka_seed_topic_cloud: int): + """ + Creates empty topic in cloud, sends 1 partitioned file using Uploader. + In order to have this test succeed, you need to create cluster on Confluent Cloud. + """ + + connection_config = CloudKafkaConnectionConfig( + bootstrap_server=os.environ["KAFKA_BOOTSTRAP_SERVER"], + port=9092, + access_config=CloudKafkaAccessConfig( + kafka_api_key=os.environ["KAFKA_API_KEY"], + secret=os.environ["KAFKA_SECRET"], + ), + ) + + uploader = CloudKafkaUploader( + connection_config=connection_config, + upload_config=CloudKafkaUploaderConfig(topic=TOPIC, batch_size=10), + ) + file_data = FileData( + source_identifiers=SourceIdentifiers(fullpath=upload_file.name, filename=upload_file.name), + connector_type=CONNECTOR_TYPE, + identifier="mock file data", + ) + uploader.precheck() + + if uploader.is_async(): + await uploader.run_async(path=upload_file, file_data=file_data) + else: + uploader.run(path=upload_file, file_data=file_data) + + conf = { + "bootstrap.servers": os.environ["KAFKA_BOOTSTRAP_SERVER"], + "sasl.username": os.environ["KAFKA_API_KEY"], + "sasl.password": os.environ["KAFKA_SECRET"], + "sasl.mechanism": "PLAIN", + "security.protocol": "SASL_SSL", + "group.id": "default_group_name", + "enable.auto.commit": "false", + "auto.offset.reset": "earliest", + } + + all_messages = get_all_messages(conf=conf, topic=TOPIC) + with upload_file.open("r") as upload_fs: + content_to_upload = json.load(upload_fs) + assert len(all_messages) == len(content_to_upload), ( + f"expected number of messages ({len(content_to_upload)}) doesn't " + f"match how many messages read off of kafka topic {TOPIC}: {len(all_messages)}" + ) + assert all_messages == content_to_upload diff --git a/test/integration/connectors/kafka/test_kafka_local.py b/test/integration/connectors/kafka/test_kafka_local.py new file mode 100644 index 000000000..eaa28c701 --- /dev/null +++ b/test/integration/connectors/kafka/test_kafka_local.py @@ -0,0 +1,167 @@ +import json +import tempfile +from pathlib import Path + +import pytest +from confluent_kafka import Producer +from confluent_kafka.admin import NewTopic + +from test.integration.connectors.kafka.conftest import ( + TOPIC, + get_admin_client, + get_all_messages, + wait_for_topic, +) +from test.integration.connectors.utils.constants import ( + DESTINATION_TAG, + SOURCE_TAG, + env_setup_path, +) +from test.integration.connectors.utils.docker_compose import docker_compose_context +from test.integration.connectors.utils.validation.source import ( + SourceValidationConfigs, + source_connector_validation, +) +from unstructured_ingest.error import DestinationConnectionError, SourceConnectionError +from unstructured_ingest.v2.interfaces import FileData, SourceIdentifiers +from unstructured_ingest.v2.logger import logger +from unstructured_ingest.v2.processes.connectors.kafka.local import ( + CONNECTOR_TYPE, + LocalKafkaConnectionConfig, + LocalKafkaDownloader, + LocalKafkaDownloaderConfig, + LocalKafkaIndexer, + LocalKafkaIndexerConfig, + LocalKafkaUploader, + LocalKafkaUploaderConfig, +) + +SEED_MESSAGES = 10 + + +@pytest.fixture +def docker_compose_ctx(): + with docker_compose_context(docker_compose_path=env_setup_path / "kafka") as ctx: + yield ctx + + +@pytest.fixture +def kafka_seed_topic(docker_compose_ctx) -> str: + conf = { + "bootstrap.servers": "localhost:29092", + } + producer = Producer(conf) + for i in range(SEED_MESSAGES): + message = f"This is some text for message {i}" + producer.produce(topic=TOPIC, value=message) + while producer_len := len(producer): + logger.info(f"another iteration of kafka producer flush. Queue length: {producer_len}") + producer.flush(timeout=10) + logger.info(f"kafka topic {TOPIC} seeded with {SEED_MESSAGES} messages") + wait_for_topic(topic=TOPIC) + return TOPIC + + +@pytest.fixture +def kafka_upload_topic(docker_compose_ctx) -> str: + admin_client = get_admin_client() + admin_client.create_topics([NewTopic(TOPIC, 1, 1)]) + wait_for_topic(topic=TOPIC) + return TOPIC + + +@pytest.mark.asyncio +@pytest.mark.tags(CONNECTOR_TYPE, SOURCE_TAG) +async def test_kafka_source_local(kafka_seed_topic: str): + connection_config = LocalKafkaConnectionConfig(bootstrap_server="localhost", port=29092) + with tempfile.TemporaryDirectory() as tempdir: + tempdir_path = Path(tempdir) + download_config = LocalKafkaDownloaderConfig(download_dir=tempdir_path) + indexer = LocalKafkaIndexer( + connection_config=connection_config, + index_config=LocalKafkaIndexerConfig(topic=kafka_seed_topic, num_messages_to_consume=5), + ) + downloader = LocalKafkaDownloader( + connection_config=connection_config, download_config=download_config + ) + indexer.precheck() + await source_connector_validation( + indexer=indexer, + downloader=downloader, + configs=SourceValidationConfigs( + test_id="kafka-local", expected_num_files=5, validate_downloaded_files=True + ), + ) + + +@pytest.mark.tags(CONNECTOR_TYPE, SOURCE_TAG) +def test_kafka_source_local_precheck_fail_no_cluster(): + connection_config = LocalKafkaConnectionConfig(bootstrap_server="localhost", port=29092) + indexer = LocalKafkaIndexer( + connection_config=connection_config, + index_config=LocalKafkaIndexerConfig(topic=TOPIC, num_messages_to_consume=5), + ) + with pytest.raises(SourceConnectionError): + indexer.precheck() + + +@pytest.mark.tags(CONNECTOR_TYPE, SOURCE_TAG) +def test_kafka_source_local_precheck_fail_no_topic(kafka_seed_topic: str): + connection_config = LocalKafkaConnectionConfig(bootstrap_server="localhost", port=29092) + indexer = LocalKafkaIndexer( + connection_config=connection_config, + index_config=LocalKafkaIndexerConfig(topic="topic", num_messages_to_consume=5), + ) + with pytest.raises(SourceConnectionError): + indexer.precheck() + + +@pytest.mark.asyncio +@pytest.mark.tags(CONNECTOR_TYPE, DESTINATION_TAG) +async def test_kafka_destination_local( + kafka_upload_topic: str, + upload_file: Path, +): + """ + Creates empty topic in localhost instance, sends 1 partitioned file using Uploader. + Downloader should download it. + """ + + uploader = LocalKafkaUploader( + connection_config=LocalKafkaConnectionConfig(bootstrap_server="localhost", port=29092), + upload_config=LocalKafkaUploaderConfig(topic=kafka_upload_topic, batch_size=10), + ) + file_data = FileData( + source_identifiers=SourceIdentifiers(fullpath=upload_file.name, filename=upload_file.name), + connector_type=CONNECTOR_TYPE, + identifier="mock file data", + ) + uploader.precheck() + if uploader.is_async(): + await uploader.run_async(path=upload_file, file_data=file_data) + else: + uploader.run(path=upload_file, file_data=file_data) + conf = { + "bootstrap.servers": "localhost:29092", + "group.id": "default_group_id", + "enable.auto.commit": "false", + "auto.offset.reset": "earliest", + } + all_messages = get_all_messages(conf=conf, topic=kafka_upload_topic) + with upload_file.open("r") as upload_fs: + content_to_upload = json.load(upload_fs) + assert len(all_messages) == len(content_to_upload), ( + f"expected number of messages ({len(content_to_upload)}) doesn't " + f"match how many messages read off of kafka topic {kafka_upload_topic}: {len(all_messages)}" + ) + assert all_messages == content_to_upload + + +@pytest.mark.tags(CONNECTOR_TYPE, DESTINATION_TAG) +def test_kafka_destination_local_precheck_fail_no_cluster(): + uploader = LocalKafkaUploader( + connection_config=LocalKafkaConnectionConfig(bootstrap_server="localhost", port=29092), + upload_config=LocalKafkaUploaderConfig(topic=TOPIC, batch_size=10), + ) + with pytest.raises(DestinationConnectionError): + uploader.precheck() diff --git a/test/integration/connectors/sql/test_postgres.py b/test/integration/connectors/sql/test_postgres.py index 1f1903ad6..f776a4a96 100644 --- a/test/integration/connectors/sql/test_postgres.py +++ b/test/integration/connectors/sql/test_postgres.py @@ -1,18 +1,21 @@ -import tempfile -from contextlib import contextmanager +import json from pathlib import Path -import pandas as pd import pytest +from _pytest.fixtures import TopRequest from psycopg2 import connect from test.integration.connectors.utils.constants import DESTINATION_TAG, SOURCE_TAG, env_setup_path from test.integration.connectors.utils.docker_compose import docker_compose_context -from test.integration.connectors.utils.validation import ( - ValidationConfigs, +from test.integration.connectors.utils.validation.destination import ( + StagerValidationConfigs, + stager_validation, +) +from test.integration.connectors.utils.validation.source import ( + SourceValidationConfigs, source_connector_validation, ) -from unstructured_ingest.v2.interfaces import FileData +from unstructured_ingest.v2.interfaces import FileData, SourceIdentifiers from unstructured_ingest.v2.processes.connectors.sql.postgres import ( CONNECTOR_TYPE, PostgresAccessConfig, @@ -25,16 +28,17 @@ PostgresUploadStager, ) -SEED_DATA_ROWS = 20 +SEED_DATA_ROWS = 10 -@contextmanager -def postgres_download_setup() -> None: +@pytest.fixture +def source_database_setup() -> str: + db_name = "test_db" with docker_compose_context(docker_compose_path=env_setup_path / "sql" / "postgres" / "source"): connection = connect( user="unstructured", password="test", - dbname="test_db", + dbname=db_name, host="localhost", port=5433, ) @@ -43,12 +47,12 @@ def postgres_download_setup() -> None: sql_statment = f"INSERT INTO cars (brand, price) VALUES " f"('brand_{i}', {i})" cursor.execute(sql_statment) connection.commit() - yield + yield db_name @pytest.mark.asyncio @pytest.mark.tags(CONNECTOR_TYPE, SOURCE_TAG, "sql") -async def test_postgres_source(): +async def test_postgres_source(temp_dir: Path, source_database_setup: str): connect_params = { "host": "localhost", "port": 5433, @@ -56,37 +60,31 @@ async def test_postgres_source(): "user": "unstructured", "password": "test", } - with postgres_download_setup(): - with tempfile.TemporaryDirectory() as tmpdir: - connection_config = PostgresConnectionConfig( - host=connect_params["host"], - port=connect_params["port"], - database=connect_params["database"], - username=connect_params["user"], - access_config=PostgresAccessConfig(password=connect_params["password"]), - ) - indexer = PostgresIndexer( - connection_config=connection_config, - index_config=PostgresIndexerConfig( - table_name="cars", id_column="car_id", batch_size=5 - ), - ) - downloader = PostgresDownloader( - connection_config=connection_config, - download_config=PostgresDownloaderConfig( - fields=["car_id", "brand"], download_dir=Path(tmpdir) - ), - ) - await source_connector_validation( - indexer=indexer, - downloader=downloader, - configs=ValidationConfigs( - test_id="postgres", - expected_num_files=SEED_DATA_ROWS, - expected_number_indexed_file_data=4, - validate_downloaded_files=True, - ), - ) + connection_config = PostgresConnectionConfig( + host=connect_params["host"], + port=connect_params["port"], + database=connect_params["database"], + username=connect_params["user"], + access_config=PostgresAccessConfig(password=connect_params["password"]), + ) + indexer = PostgresIndexer( + connection_config=connection_config, + index_config=PostgresIndexerConfig(table_name="cars", id_column="car_id", batch_size=6), + ) + downloader = PostgresDownloader( + connection_config=connection_config, + download_config=PostgresDownloaderConfig(fields=["car_id", "brand"], download_dir=temp_dir), + ) + await source_connector_validation( + indexer=indexer, + downloader=downloader, + configs=SourceValidationConfigs( + test_id="postgres", + expected_num_files=SEED_DATA_ROWS, + expected_number_indexed_file_data=2, + validate_downloaded_files=True, + ), + ) def validate_destination( @@ -118,63 +116,80 @@ def validate_destination( @pytest.mark.asyncio @pytest.mark.tags(CONNECTOR_TYPE, DESTINATION_TAG, "sql") -async def test_postgres_destination(upload_file: Path): +async def test_postgres_destination(upload_file: Path, temp_dir: Path): # the postgres destination connector doesn't leverage the file data but is required as an input, # mocking it with arbitrary values to meet the base requirements: - mock_file_data = FileData(identifier="mock file data", connector_type=CONNECTOR_TYPE) + mock_file_data = FileData( + identifier="mock file data", + connector_type=CONNECTOR_TYPE, + source_identifiers=SourceIdentifiers(filename=upload_file.name, fullpath=upload_file.name), + ) with docker_compose_context( docker_compose_path=env_setup_path / "sql" / "postgres" / "destination" ): - with tempfile.TemporaryDirectory() as tmpdir: - stager = PostgresUploadStager() - stager_params = { - "elements_filepath": upload_file, - "file_data": mock_file_data, - "output_dir": Path(tmpdir), - "output_filename": "test_db", - } - if stager.is_async(): - staged_path = await stager.run_async(**stager_params) - else: - staged_path = stager.run(**stager_params) - - # The stager should append the `.json` suffix to the output filename passed in. - assert staged_path.name == "test_db.json" - - connect_params = { - "host": "localhost", - "port": 5433, - "database": "elements", - "user": "unstructured", - "password": "test", - } - - uploader = PostgresUploader( - connection_config=PostgresConnectionConfig( - host=connect_params["host"], - port=connect_params["port"], - database=connect_params["database"], - username=connect_params["user"], - access_config=PostgresAccessConfig(password=connect_params["password"]), - ) - ) + stager = PostgresUploadStager() + staged_path = stager.run( + elements_filepath=upload_file, + file_data=mock_file_data, + output_dir=temp_dir, + output_filename=upload_file.name, + ) - uploader.run(path=staged_path, file_data=mock_file_data) + # The stager should append the `.json` suffix to the output filename passed in. + assert staged_path.suffix == upload_file.suffix - staged_df = pd.read_json(staged_path, orient="records", lines=True) - sample_element = staged_df.iloc[0] - expected_num_elements = len(staged_df) - validate_destination( - connect_params=connect_params, - expected_num_elements=expected_num_elements, - expected_text=sample_element["text"], - test_embedding=sample_element["embeddings"], - ) + connect_params = { + "host": "localhost", + "port": 5433, + "database": "elements", + "user": "unstructured", + "password": "test", + } - uploader.run(path=staged_path, file_data=mock_file_data) - validate_destination( - connect_params=connect_params, - expected_num_elements=expected_num_elements, - expected_text=sample_element["text"], - test_embedding=sample_element["embeddings"], + uploader = PostgresUploader( + connection_config=PostgresConnectionConfig( + host=connect_params["host"], + port=connect_params["port"], + database=connect_params["database"], + username=connect_params["user"], + access_config=PostgresAccessConfig(password=connect_params["password"]), ) + ) + uploader.precheck() + uploader.run(path=staged_path, file_data=mock_file_data) + + with staged_path.open("r") as f: + staged_data = json.load(f) + + sample_element = staged_data[0] + expected_num_elements = len(staged_data) + validate_destination( + connect_params=connect_params, + expected_num_elements=expected_num_elements, + expected_text=sample_element["text"], + test_embedding=sample_element["embeddings"], + ) + + uploader.run(path=staged_path, file_data=mock_file_data) + validate_destination( + connect_params=connect_params, + expected_num_elements=expected_num_elements, + expected_text=sample_element["text"], + test_embedding=sample_element["embeddings"], + ) + + +@pytest.mark.parametrize("upload_file_str", ["upload_file_ndjson", "upload_file"]) +def test_postgres_stager( + request: TopRequest, + upload_file_str: str, + tmp_path: Path, +): + upload_file: Path = request.getfixturevalue(upload_file_str) + stager = PostgresUploadStager() + stager_validation( + configs=StagerValidationConfigs(test_id=CONNECTOR_TYPE, expected_count=22), + input_file=upload_file, + stager=stager, + tmp_dir=tmp_path, + ) diff --git a/test/integration/connectors/sql/test_singlestore.py b/test/integration/connectors/sql/test_singlestore.py index 86266a802..8caaeed82 100644 --- a/test/integration/connectors/sql/test_singlestore.py +++ b/test/integration/connectors/sql/test_singlestore.py @@ -1,18 +1,21 @@ -import tempfile -from contextlib import contextmanager +import json from pathlib import Path -import pandas as pd import pytest import singlestoredb as s2 +from _pytest.fixtures import TopRequest from test.integration.connectors.utils.constants import DESTINATION_TAG, SOURCE_TAG, env_setup_path from test.integration.connectors.utils.docker_compose import docker_compose_context -from test.integration.connectors.utils.validation import ( - ValidationConfigs, +from test.integration.connectors.utils.validation.destination import ( + StagerValidationConfigs, + stager_validation, +) +from test.integration.connectors.utils.validation.source import ( + SourceValidationConfigs, source_connector_validation, ) -from unstructured_ingest.v2.interfaces import FileData +from unstructured_ingest.v2.interfaces import FileData, SourceIdentifiers from unstructured_ingest.v2.processes.connectors.sql.singlestore import ( CONNECTOR_TYPE, SingleStoreAccessConfig, @@ -26,11 +29,18 @@ SingleStoreUploadStager, ) -SEED_DATA_ROWS = 20 +SEED_DATA_ROWS = 10 -@contextmanager -def singlestore_download_setup(connect_params: dict) -> None: +@pytest.fixture +def source_database_setup() -> dict: + connect_params = { + "host": "localhost", + "port": 3306, + "database": "ingest_test", + "user": "root", + "password": "password", + } with docker_compose_context( docker_compose_path=env_setup_path / "sql" / "singlestore" / "source" ): @@ -40,50 +50,40 @@ def singlestore_download_setup(connect_params: dict) -> None: sql_statment = f"INSERT INTO cars (brand, price) VALUES " f"('brand_{i}', {i})" cursor.execute(sql_statment) connection.commit() - yield + yield connect_params @pytest.mark.asyncio @pytest.mark.tags(CONNECTOR_TYPE, SOURCE_TAG, "sql") -async def test_singlestore_source(): - connect_params = { - "host": "localhost", - "port": 3306, - "database": "ingest_test", - "user": "root", - "password": "password", - } - with singlestore_download_setup(connect_params=connect_params): - with tempfile.TemporaryDirectory() as tmpdir: - connection_config = SingleStoreConnectionConfig( - host=connect_params["host"], - port=connect_params["port"], - database=connect_params["database"], - user=connect_params["user"], - access_config=SingleStoreAccessConfig(password=connect_params["password"]), - ) - indexer = SingleStoreIndexer( - connection_config=connection_config, - index_config=SingleStoreIndexerConfig( - table_name="cars", id_column="car_id", batch_size=5 - ), - ) - downloader = SingleStoreDownloader( - connection_config=connection_config, - download_config=SingleStoreDownloaderConfig( - fields=["car_id", "brand"], download_dir=Path(tmpdir) - ), - ) - await source_connector_validation( - indexer=indexer, - downloader=downloader, - configs=ValidationConfigs( - test_id="singlestore", - expected_num_files=SEED_DATA_ROWS, - expected_number_indexed_file_data=4, - validate_downloaded_files=True, - ), - ) +async def test_singlestore_source(temp_dir: Path, source_database_setup: dict): + + connection_config = SingleStoreConnectionConfig( + host=source_database_setup["host"], + port=source_database_setup["port"], + database=source_database_setup["database"], + user=source_database_setup["user"], + access_config=SingleStoreAccessConfig(password=source_database_setup["password"]), + ) + indexer = SingleStoreIndexer( + connection_config=connection_config, + index_config=SingleStoreIndexerConfig(table_name="cars", id_column="car_id", batch_size=6), + ) + downloader = SingleStoreDownloader( + connection_config=connection_config, + download_config=SingleStoreDownloaderConfig( + fields=["car_id", "brand"], download_dir=temp_dir + ), + ) + await source_connector_validation( + indexer=indexer, + downloader=downloader, + configs=SourceValidationConfigs( + test_id="singlestore", + expected_num_files=SEED_DATA_ROWS, + expected_number_indexed_file_data=2, + validate_downloaded_files=True, + ), + ) def validate_destination( @@ -102,59 +102,75 @@ def validate_destination( @pytest.mark.asyncio @pytest.mark.tags(CONNECTOR_TYPE, DESTINATION_TAG, "sql") -async def test_singlestore_destination(upload_file: Path): - mock_file_data = FileData(identifier="mock file data", connector_type=CONNECTOR_TYPE) +async def test_singlestore_destination(upload_file: Path, temp_dir: Path): + mock_file_data = FileData( + identifier="mock file data", + connector_type=CONNECTOR_TYPE, + source_identifiers=SourceIdentifiers(filename=upload_file.name, fullpath=upload_file.name), + ) with docker_compose_context( docker_compose_path=env_setup_path / "sql" / "singlestore" / "destination" ): - with tempfile.TemporaryDirectory() as tmpdir: - stager = SingleStoreUploadStager() - stager_params = { - "elements_filepath": upload_file, - "file_data": mock_file_data, - "output_dir": Path(tmpdir), - "output_filename": "test_db", - } - if stager.is_async(): - staged_path = await stager.run_async(**stager_params) - else: - staged_path = stager.run(**stager_params) - - # The stager should append the `.json` suffix to the output filename passed in. - assert staged_path.name == "test_db.json" - - connect_params = { - "host": "localhost", - "port": 3306, - "database": "ingest_test", - "user": "root", - "password": "password", - } - - uploader = SingleStoreUploader( - connection_config=SingleStoreConnectionConfig( - host=connect_params["host"], - port=connect_params["port"], - database=connect_params["database"], - user=connect_params["user"], - access_config=SingleStoreAccessConfig(password=connect_params["password"]), - ), - upload_config=SingleStoreUploaderConfig( - table_name="elements", - ), - ) - - uploader.run(path=staged_path, file_data=mock_file_data) - - staged_df = pd.read_json(staged_path, orient="records", lines=True) - expected_num_elements = len(staged_df) - validate_destination( - connect_params=connect_params, - expected_num_elements=expected_num_elements, - ) - - uploader.run(path=staged_path, file_data=mock_file_data) - validate_destination( - connect_params=connect_params, - expected_num_elements=expected_num_elements, - ) + stager = SingleStoreUploadStager() + staged_path = stager.run( + elements_filepath=upload_file, + file_data=mock_file_data, + output_dir=temp_dir, + output_filename=upload_file.name, + ) + + # The stager should append the `.json` suffix to the output filename passed in. + assert staged_path.suffix == upload_file.suffix + + connect_params = { + "host": "localhost", + "port": 3306, + "database": "ingest_test", + "user": "root", + "password": "password", + } + + uploader = SingleStoreUploader( + connection_config=SingleStoreConnectionConfig( + host=connect_params["host"], + port=connect_params["port"], + database=connect_params["database"], + user=connect_params["user"], + access_config=SingleStoreAccessConfig(password=connect_params["password"]), + ), + upload_config=SingleStoreUploaderConfig( + table_name="elements", + ), + ) + uploader.precheck() + uploader.run(path=staged_path, file_data=mock_file_data) + + with staged_path.open("r") as f: + staged_data = json.load(f) + expected_num_elements = len(staged_data) + validate_destination( + connect_params=connect_params, + expected_num_elements=expected_num_elements, + ) + + uploader.run(path=staged_path, file_data=mock_file_data) + validate_destination( + connect_params=connect_params, + expected_num_elements=expected_num_elements, + ) + + +@pytest.mark.parametrize("upload_file_str", ["upload_file_ndjson", "upload_file"]) +def test_singlestore_stager( + request: TopRequest, + upload_file_str: str, + tmp_path: Path, +): + upload_file: Path = request.getfixturevalue(upload_file_str) + stager = SingleStoreUploadStager() + stager_validation( + configs=StagerValidationConfigs(test_id=CONNECTOR_TYPE, expected_count=22), + input_file=upload_file, + stager=stager, + tmp_dir=tmp_path, + ) diff --git a/test/integration/connectors/sql/test_snowflake.py b/test/integration/connectors/sql/test_snowflake.py index f212c0930..00abe05eb 100644 --- a/test/integration/connectors/sql/test_snowflake.py +++ b/test/integration/connectors/sql/test_snowflake.py @@ -1,20 +1,23 @@ +import json import os -import tempfile from pathlib import Path -import docker -import pandas as pd import pytest import snowflake.connector as sf +from _pytest.fixtures import TopRequest from test.integration.connectors.utils.constants import DESTINATION_TAG, SOURCE_TAG, env_setup_path from test.integration.connectors.utils.docker import container_context -from test.integration.connectors.utils.validation import ( - ValidationConfigs, +from test.integration.connectors.utils.validation.destination import ( + StagerValidationConfigs, + stager_validation, +) +from test.integration.connectors.utils.validation.source import ( + SourceValidationConfigs, source_connector_validation, ) from test.integration.utils import requires_env -from unstructured_ingest.v2.interfaces import FileData +from unstructured_ingest.v2.interfaces import FileData, SourceIdentifiers from unstructured_ingest.v2.processes.connectors.sql.snowflake import ( CONNECTOR_TYPE, SnowflakeAccessConfig, @@ -30,14 +33,15 @@ SEED_DATA_ROWS = 20 -def seed_data(): - conn = sf.connect( - user="test", - password="test", - account="test", - database="test", - host="snowflake.localhost.localstack.cloud", - ) +def seed_data() -> dict: + connect_params = { + "user": "test", + "password": "test", + "account": "test", + "database": "test", + "host": "snowflake.localhost.localstack.cloud", + } + conn = sf.connect(**connect_params) file = Path(env_setup_path / "sql" / "snowflake" / "source" / "snowflake-schema.sql") @@ -52,16 +56,31 @@ def seed_data(): cur.close() conn.close() + return connect_params -def init_db_destination(): - conn = sf.connect( - user="test", - password="test", - account="test", - database="test", - host="snowflake.localhost.localstack.cloud", - ) +@pytest.fixture +def source_database_setup() -> dict: + token = os.getenv("LOCALSTACK_AUTH_TOKEN") + with container_context( + image="localstack/snowflake", + environment={"LOCALSTACK_AUTH_TOKEN": token, "EXTRA_CORS_ALLOWED_ORIGINS": "*"}, + ports={4566: 4566, 443: 443}, + healthcheck_retries=30, + ): + connect_params = seed_data() + yield connect_params + + +def init_db_destination() -> dict: + connect_params = { + "user": "test", + "password": "test", + "account": "test", + "database": "test", + "host": "snowflake.localhost.localstack.cloud", + } + conn = sf.connect(**connect_params) file = Path(env_setup_path / "sql" / "snowflake" / "destination" / "snowflake-schema.sql") @@ -73,52 +92,53 @@ def init_db_destination(): cur.close() conn.close() + return connect_params -@pytest.mark.asyncio -@pytest.mark.tags(CONNECTOR_TYPE, SOURCE_TAG, "sql") -@requires_env("LOCALSTACK_AUTH_TOKEN") -async def test_snowflake_source(): - docker_client = docker.from_env() +@pytest.fixture +def destination_database_setup() -> dict: token = os.getenv("LOCALSTACK_AUTH_TOKEN") with container_context( - docker_client=docker_client, image="localstack/snowflake", environment={"LOCALSTACK_AUTH_TOKEN": token, "EXTRA_CORS_ALLOWED_ORIGINS": "*"}, ports={4566: 4566, 443: 443}, healthcheck_retries=30, ): - seed_data() - with tempfile.TemporaryDirectory() as tmpdir: - connection_config = SnowflakeConnectionConfig( - access_config=SnowflakeAccessConfig(password="test"), - account="test", - user="test", - database="test", - host="snowflake.localhost.localstack.cloud", - ) - indexer = SnowflakeIndexer( - connection_config=connection_config, - index_config=SnowflakeIndexerConfig( - table_name="cars", id_column="CAR_ID", batch_size=5 - ), - ) - downloader = SnowflakeDownloader( - connection_config=connection_config, - download_config=SnowflakeDownloaderConfig( - fields=["CAR_ID", "BRAND"], download_dir=Path(tmpdir) - ), - ) - await source_connector_validation( - indexer=indexer, - downloader=downloader, - configs=ValidationConfigs( - test_id="snowflake", - expected_num_files=SEED_DATA_ROWS, - expected_number_indexed_file_data=4, - validate_downloaded_files=True, - ), - ) + connect_params = init_db_destination() + yield connect_params + + +@pytest.mark.asyncio +@pytest.mark.tags(CONNECTOR_TYPE, SOURCE_TAG, "sql") +@requires_env("LOCALSTACK_AUTH_TOKEN") +async def test_snowflake_source(temp_dir: Path, source_database_setup: dict): + connection_config = SnowflakeConnectionConfig( + access_config=SnowflakeAccessConfig(password="test"), + account="test", + user="test", + database="test", + host="snowflake.localhost.localstack.cloud", + ) + indexer = SnowflakeIndexer( + connection_config=connection_config, + index_config=SnowflakeIndexerConfig(table_name="cars", id_column="CAR_ID", batch_size=5), + ) + downloader = SnowflakeDownloader( + connection_config=connection_config, + download_config=SnowflakeDownloaderConfig( + fields=["CAR_ID", "BRAND"], download_dir=temp_dir + ), + ) + await source_connector_validation( + indexer=indexer, + downloader=downloader, + configs=SourceValidationConfigs( + test_id="snowflake", + expected_num_files=SEED_DATA_ROWS, + expected_number_indexed_file_data=4, + validate_downloaded_files=True, + ), + ) def validate_destination( @@ -145,65 +165,74 @@ def validate_destination( @pytest.mark.asyncio @pytest.mark.tags(CONNECTOR_TYPE, DESTINATION_TAG, "sql") @requires_env("LOCALSTACK_AUTH_TOKEN") -async def test_snowflake_destination(upload_file: Path): +async def test_snowflake_destination( + upload_file: Path, temp_dir: Path, destination_database_setup: dict +): # the postgres destination connector doesn't leverage the file data but is required as an input, # mocking it with arbitrary values to meet the base requirements: - mock_file_data = FileData(identifier="mock file data", connector_type=CONNECTOR_TYPE) - docker_client = docker.from_env() - token = os.getenv("LOCALSTACK_AUTH_TOKEN") - with container_context( - docker_client=docker_client, - image="localstack/snowflake", - environment={"LOCALSTACK_AUTH_TOKEN": token, "EXTRA_CORS_ALLOWED_ORIGINS": "*"}, - ports={4566: 4566, 443: 443}, - healthcheck_retries=30, - ): - init_db_destination() - with tempfile.TemporaryDirectory() as tmpdir: - stager = SnowflakeUploadStager() - stager_params = { - "elements_filepath": upload_file, - "file_data": mock_file_data, - "output_dir": Path(tmpdir), - "output_filename": "test_db", - } - if stager.is_async(): - staged_path = await stager.run_async(**stager_params) - else: - staged_path = stager.run(**stager_params) - - # The stager should append the `.json` suffix to the output filename passed in. - assert staged_path.name == "test_db.json" - - connect_params = { - "user": "test", - "password": "test", - "account": "test", - "database": "test", - "host": "snowflake.localhost.localstack.cloud", - } - - uploader = SnowflakeUploader( - connection_config=SnowflakeConnectionConfig( - access_config=SnowflakeAccessConfig(password=connect_params["password"]), - account=connect_params["account"], - user=connect_params["user"], - database=connect_params["database"], - host=connect_params["host"], - ) - ) - - uploader.run(path=staged_path, file_data=mock_file_data) - - staged_df = pd.read_json(staged_path, orient="records", lines=True) - expected_num_elements = len(staged_df) - validate_destination( - connect_params=connect_params, - expected_num_elements=expected_num_elements, - ) - - uploader.run(path=staged_path, file_data=mock_file_data) - validate_destination( - connect_params=connect_params, - expected_num_elements=expected_num_elements, - ) + mock_file_data = FileData( + identifier="mock file data", + connector_type=CONNECTOR_TYPE, + source_identifiers=SourceIdentifiers(filename=upload_file.name, fullpath=upload_file.name), + ) + init_db_destination() + stager = SnowflakeUploadStager() + staged_path = stager.run( + elements_filepath=upload_file, + file_data=mock_file_data, + output_dir=temp_dir, + output_filename=upload_file.name, + ) + + # The stager should append the `.json` suffix to the output filename passed in. + assert staged_path.suffix == upload_file.suffix + + connect_params = { + "user": "test", + "password": "test", + "account": "test", + "database": "test", + "host": "snowflake.localhost.localstack.cloud", + } + + uploader = SnowflakeUploader( + connection_config=SnowflakeConnectionConfig( + access_config=SnowflakeAccessConfig(password=connect_params["password"]), + account=connect_params["account"], + user=connect_params["user"], + database=connect_params["database"], + host=connect_params["host"], + ) + ) + uploader.precheck() + uploader.run(path=staged_path, file_data=mock_file_data) + + with staged_path.open("r") as f: + staged_data = json.load(f) + expected_num_elements = len(staged_data) + validate_destination( + connect_params=connect_params, + expected_num_elements=expected_num_elements, + ) + + uploader.run(path=staged_path, file_data=mock_file_data) + validate_destination( + connect_params=connect_params, + expected_num_elements=expected_num_elements, + ) + + +@pytest.mark.parametrize("upload_file_str", ["upload_file_ndjson", "upload_file"]) +def test_snowflake_stager( + request: TopRequest, + upload_file_str: str, + tmp_path: Path, +): + upload_file: Path = request.getfixturevalue(upload_file_str) + stager = SnowflakeUploadStager() + stager_validation( + configs=StagerValidationConfigs(test_id=CONNECTOR_TYPE, expected_count=22), + input_file=upload_file, + stager=stager, + tmp_dir=tmp_path, + ) diff --git a/test/integration/connectors/sql/test_sqlite.py b/test/integration/connectors/sql/test_sqlite.py index a0e42b33a..d666961ad 100644 --- a/test/integration/connectors/sql/test_sqlite.py +++ b/test/integration/connectors/sql/test_sqlite.py @@ -1,17 +1,21 @@ +import json import sqlite3 import tempfile -from contextlib import contextmanager from pathlib import Path -import pandas as pd import pytest +from _pytest.fixtures import TopRequest from test.integration.connectors.utils.constants import DESTINATION_TAG, SOURCE_TAG, env_setup_path -from test.integration.connectors.utils.validation import ( - ValidationConfigs, +from test.integration.connectors.utils.validation.destination import ( + StagerValidationConfigs, + stager_validation, +) +from test.integration.connectors.utils.validation.source import ( + SourceValidationConfigs, source_connector_validation, ) -from unstructured_ingest.v2.interfaces import FileData +from unstructured_ingest.v2.interfaces import FileData, SourceIdentifiers from unstructured_ingest.v2.processes.connectors.sql.sqlite import ( CONNECTOR_TYPE, SQLiteConnectionConfig, @@ -23,11 +27,11 @@ SQLiteUploadStager, ) -SEED_DATA_ROWS = 20 +SEED_DATA_ROWS = 10 -@contextmanager -def sqlite_download_setup() -> Path: +@pytest.fixture +def source_database_setup() -> Path: with tempfile.TemporaryDirectory() as tmpdir: db_path = Path(tmpdir) / "mock_database.db" db_init_path = env_setup_path / "sql" / "sqlite" / "source" / "sqlite-schema.sql" @@ -49,49 +53,42 @@ def sqlite_download_setup() -> Path: @pytest.mark.asyncio @pytest.mark.tags(CONNECTOR_TYPE, SOURCE_TAG, "sql") -async def test_sqlite_source(): - with sqlite_download_setup() as db_path: - with tempfile.TemporaryDirectory() as tmpdir: - connection_config = SQLiteConnectionConfig(database_path=db_path) - indexer = SQLiteIndexer( - connection_config=connection_config, - index_config=SQLiteIndexerConfig( - table_name="cars", id_column="car_id", batch_size=5 - ), - ) - downloader = SQLiteDownloader( - connection_config=connection_config, - download_config=SQLiteDownloaderConfig( - fields=["car_id", "brand"], download_dir=Path(tmpdir) - ), - ) - await source_connector_validation( - indexer=indexer, - downloader=downloader, - configs=ValidationConfigs( - test_id="sqlite", - expected_num_files=SEED_DATA_ROWS, - expected_number_indexed_file_data=4, - validate_downloaded_files=True, - ), - ) - - -@contextmanager -def sqlite_upload_setup() -> Path: +async def test_sqlite_source(source_database_setup: Path, temp_dir: Path): + connection_config = SQLiteConnectionConfig(database_path=source_database_setup) + indexer = SQLiteIndexer( + connection_config=connection_config, + index_config=SQLiteIndexerConfig(table_name="cars", id_column="car_id", batch_size=6), + ) + downloader = SQLiteDownloader( + connection_config=connection_config, + download_config=SQLiteDownloaderConfig(fields=["car_id", "brand"], download_dir=temp_dir), + ) + await source_connector_validation( + indexer=indexer, + downloader=downloader, + configs=SourceValidationConfigs( + test_id="sqlite", + expected_num_files=SEED_DATA_ROWS, + expected_number_indexed_file_data=2, + validate_downloaded_files=True, + ), + ) + + +@pytest.fixture +def destination_database_setup(temp_dir: Path) -> Path: # Provision the local file that sqlite points to to have the desired schema for the integration # tests and make sure the file and connection get cleaned up by using a context manager. - with tempfile.TemporaryDirectory() as tmpdir: - db_path = Path(tmpdir) / "elements.db" - db_init_path = env_setup_path / "sql" / "sqlite" / "destination" / "sqlite-schema.sql" - assert db_init_path.exists() - assert db_init_path.is_file() - with sqlite3.connect(database=db_path) as sqlite_connection: - with db_init_path.open("r") as f: - query = f.read() - cursor = sqlite_connection.cursor() - cursor.executescript(query) - yield db_path + db_path = temp_dir / "elements.db" + db_init_path = env_setup_path / "sql" / "sqlite" / "destination" / "sqlite-schema.sql" + assert db_init_path.exists() + assert db_init_path.is_file() + with sqlite3.connect(database=db_path) as sqlite_connection: + with db_init_path.open("r") as f: + query = f.read() + cursor = sqlite_connection.cursor() + cursor.executescript(query) + return db_path def validate_destination(db_path: Path, expected_num_elements: int): @@ -114,34 +111,52 @@ def validate_destination(db_path: Path, expected_num_elements: int): @pytest.mark.asyncio @pytest.mark.tags(CONNECTOR_TYPE, DESTINATION_TAG, "sql") -async def test_sqlite_destination(upload_file: Path): +async def test_sqlite_destination( + upload_file: Path, temp_dir: Path, destination_database_setup: Path +): # the sqlite destination connector doesn't leverage the file data but is required as an input, # mocking it with arbitrary values to meet the base requirements: - mock_file_data = FileData(identifier="mock file data", connector_type=CONNECTOR_TYPE) - with sqlite_upload_setup() as db_path: - with tempfile.TemporaryDirectory() as tmpdir: - stager = SQLiteUploadStager() - stager_params = { - "elements_filepath": upload_file, - "file_data": mock_file_data, - "output_dir": Path(tmpdir), - "output_filename": "test_db", - } - if stager.is_async(): - staged_path = await stager.run_async(**stager_params) - else: - staged_path = stager.run(**stager_params) - - # The stager should append the `.json` suffix to the output filename passed in. - assert staged_path.name == "test_db.json" - - uploader = SQLiteUploader( - connection_config=SQLiteConnectionConfig(database_path=db_path) - ) - uploader.run(path=staged_path, file_data=mock_file_data) - - staged_df = pd.read_json(staged_path, orient="records", lines=True) - validate_destination(db_path=db_path, expected_num_elements=len(staged_df)) - - uploader.run(path=staged_path, file_data=mock_file_data) - validate_destination(db_path=db_path, expected_num_elements=len(staged_df)) + mock_file_data = FileData( + identifier="mock file data", + connector_type=CONNECTOR_TYPE, + source_identifiers=SourceIdentifiers(filename=upload_file.name, fullpath=upload_file.name), + ) + stager = SQLiteUploadStager() + staged_path = stager.run( + elements_filepath=upload_file, + file_data=mock_file_data, + output_dir=temp_dir, + output_filename=upload_file.name, + ) + + # The stager should append the `.json` suffix to the output filename passed in. + assert staged_path.suffix == upload_file.suffix + + uploader = SQLiteUploader( + connection_config=SQLiteConnectionConfig(database_path=destination_database_setup) + ) + uploader.precheck() + uploader.run(path=staged_path, file_data=mock_file_data) + + with staged_path.open("r") as f: + staged_data = json.load(f) + validate_destination(db_path=destination_database_setup, expected_num_elements=len(staged_data)) + + uploader.run(path=staged_path, file_data=mock_file_data) + validate_destination(db_path=destination_database_setup, expected_num_elements=len(staged_data)) + + +@pytest.mark.parametrize("upload_file_str", ["upload_file_ndjson", "upload_file"]) +def test_sqlite_stager( + request: TopRequest, + upload_file_str: str, + tmp_path: Path, +): + upload_file: Path = request.getfixturevalue(upload_file_str) + stager = SQLiteUploadStager() + stager_validation( + configs=StagerValidationConfigs(test_id=CONNECTOR_TYPE, expected_count=22), + input_file=upload_file, + stager=stager, + tmp_dir=tmp_path, + ) diff --git a/test/integration/connectors/test_astradb.py b/test/integration/connectors/test_astradb.py index 496a143ce..2b63cfb20 100644 --- a/test/integration/connectors/test_astradb.py +++ b/test/integration/connectors/test_astradb.py @@ -5,16 +5,27 @@ from uuid import uuid4 import pytest +from _pytest.fixtures import TopRequest from astrapy import Collection from astrapy import DataAPIClient as AstraDBClient from test.integration.connectors.utils.constants import DESTINATION_TAG, SOURCE_TAG +from test.integration.connectors.utils.validation.destination import ( + StagerValidationConfigs, + stager_validation, +) +from test.integration.connectors.utils.validation.source import ( + SourceValidationConfigs, + source_connector_validation, +) from test.integration.utils import requires_env from unstructured_ingest.v2.interfaces import FileData, SourceIdentifiers from unstructured_ingest.v2.processes.connectors.astradb import ( CONNECTOR_TYPE, AstraDBAccessConfig, AstraDBConnectionConfig, + AstraDBDownloader, + AstraDBDownloaderConfig, AstraDBIndexer, AstraDBIndexerConfig, AstraDBUploader, @@ -105,10 +116,44 @@ def collection(upload_file: Path) -> Collection: astra_db.drop_collection(collection) +@pytest.mark.asyncio +@pytest.mark.tags(CONNECTOR_TYPE, SOURCE_TAG) +@requires_env("ASTRA_DB_API_ENDPOINT", "ASTRA_DB_APPLICATION_TOKEN") +async def test_astra_search_source( + tmp_path: Path, +): + env_data = get_env_data() + collection_name = "ingest_test_src" + connection_config = AstraDBConnectionConfig( + access_config=AstraDBAccessConfig(token=env_data.token, api_endpoint=env_data.api_endpoint) + ) + indexer = AstraDBIndexer( + index_config=AstraDBIndexerConfig( + collection_name=collection_name, + ), + connection_config=connection_config, + ) + downloader = AstraDBDownloader( + connection_config=connection_config, + download_config=AstraDBDownloaderConfig(download_dir=tmp_path), + ) + + await source_connector_validation( + indexer=indexer, + downloader=downloader, + configs=SourceValidationConfigs( + test_id=CONNECTOR_TYPE, + expected_num_files=5, + expected_number_indexed_file_data=1, + validate_downloaded_files=True, + ), + ) + + @pytest.mark.asyncio @pytest.mark.tags(CONNECTOR_TYPE, DESTINATION_TAG) @requires_env("ASTRA_DB_API_ENDPOINT", "ASTRA_DB_APPLICATION_TOKEN") -async def test_azure_ai_search_destination( +async def test_astra_search_destination( upload_file: Path, collection: Collection, tmp_path: Path, @@ -154,3 +199,19 @@ async def test_azure_ai_search_destination( f"Expected count ({expected_count}) doesn't match how " f"much came back from collection: {current_count}" ) + + +@pytest.mark.parametrize("upload_file_str", ["upload_file_ndjson", "upload_file"]) +def test_astra_stager( + request: TopRequest, + upload_file_str: str, + tmp_path: Path, +): + upload_file: Path = request.getfixturevalue(upload_file_str) + stager = AstraDBUploadStager() + stager_validation( + configs=StagerValidationConfigs(test_id=CONNECTOR_TYPE, expected_count=22), + input_file=upload_file, + stager=stager, + tmp_dir=tmp_path, + ) diff --git a/test/integration/connectors/test_azure_ai_search.py b/test/integration/connectors/test_azure_ai_search.py index 909f89b76..73d66c22b 100644 --- a/test/integration/connectors/test_azure_ai_search.py +++ b/test/integration/connectors/test_azure_ai_search.py @@ -5,6 +5,7 @@ from uuid import uuid4 import pytest +from _pytest.fixtures import TopRequest from azure.core.credentials import AzureKeyCredential from azure.search.documents import SearchClient from azure.search.documents.indexes import SearchIndexClient @@ -25,6 +26,10 @@ from test.integration.connectors.utils.constants import ( DESTINATION_TAG, ) +from test.integration.connectors.utils.validation.destination import ( + StagerValidationConfigs, + stager_validation, +) from test.integration.utils import requires_env from unstructured_ingest.v2.interfaces import FileData, SourceIdentifiers from unstructured_ingest.v2.processes.connectors.azure_ai_search import ( @@ -225,9 +230,26 @@ async def test_azure_ai_search_destination( with staged_filepath.open() as f: staged_elements = json.load(f) expected_count = len(staged_elements) - search_client: SearchClient = uploader.connection_config.get_search_client() - validate_count(search_client=search_client, expected_count=expected_count) + with uploader.connection_config.get_search_client() as search_client: + validate_count(search_client=search_client, expected_count=expected_count) # Rerun and make sure the same documents get updated uploader.run(path=staged_filepath, file_data=file_data) - validate_count(search_client=search_client, expected_count=expected_count) + with uploader.connection_config.get_search_client() as search_client: + validate_count(search_client=search_client, expected_count=expected_count) + + +@pytest.mark.parametrize("upload_file_str", ["upload_file_ndjson", "upload_file"]) +def test_azure_ai_search_stager( + request: TopRequest, + upload_file_str: str, + tmp_path: Path, +): + upload_file: Path = request.getfixturevalue(upload_file_str) + stager = AzureAISearchUploadStager() + stager_validation( + configs=StagerValidationConfigs(test_id=CONNECTOR_TYPE, expected_count=22), + input_file=upload_file, + stager=stager, + tmp_dir=tmp_path, + ) diff --git a/test/integration/connectors/test_chroma.py b/test/integration/connectors/test_chroma.py new file mode 100644 index 000000000..6d4be57a5 --- /dev/null +++ b/test/integration/connectors/test_chroma.py @@ -0,0 +1,120 @@ +import json +from pathlib import Path + +import chromadb +import pytest +from _pytest.fixtures import TopRequest + +from test.integration.connectors.utils.constants import ( + DESTINATION_TAG, +) +from test.integration.connectors.utils.docker import HealthCheck, container_context +from test.integration.connectors.utils.validation.destination import ( + StagerValidationConfigs, + stager_validation, +) +from unstructured_ingest.v2.interfaces import FileData, SourceIdentifiers +from unstructured_ingest.v2.processes.connectors.chroma import ( + CONNECTOR_TYPE, + ChromaConnectionConfig, + ChromaUploader, + ChromaUploaderConfig, + ChromaUploadStager, + ChromaUploadStagerConfig, +) + + +@pytest.fixture +def chroma_instance(): + with container_context( + image="chromadb/chroma:latest", + ports={8000: 8000}, + name="chroma_int_test", + healthcheck=HealthCheck( + interval=5, + timeout=10, + retries=3, + test="timeout 10s bash -c ':> /dev/tcp/127.0.0.1/8000' || exit 1", + ), + ) as ctx: + yield ctx + + +def validate_collection(collection_name: str, num_embeddings: int): + print(f"Checking contents of Chroma collection: {collection_name}") + + chroma_client = chromadb.HttpClient( + host="localhost", + port="8000", + tenant="default_tenant", + database="default_database", + ) + + collection = chroma_client.get_or_create_collection(name=collection_name) + + number_of_embeddings = collection.count() + expected_embeddings = num_embeddings + print( + f"# of embeddings in collection vs expected: {number_of_embeddings}/{expected_embeddings}" + ) + + assert number_of_embeddings == expected_embeddings, ( + f"Number of rows in generated table ({number_of_embeddings}) " + f"doesn't match expected value: {expected_embeddings}" + ) + + +@pytest.mark.tags(CONNECTOR_TYPE, DESTINATION_TAG) +def test_chroma_destination( + upload_file: Path, + chroma_instance, + tmp_path: Path, +): + collection_name = "test_collection" + file_data = FileData( + source_identifiers=SourceIdentifiers(fullpath=upload_file.name, filename=upload_file.name), + connector_type=CONNECTOR_TYPE, + identifier="mock file data", + ) + stager = ChromaUploadStager(upload_stager_config=ChromaUploadStagerConfig()) + + uploader = ChromaUploader( + connection_config=ChromaConnectionConfig( + host="localhost", + port=8000, + tenant="default_tenant", + database="default_database", + ), + upload_config=ChromaUploaderConfig(collection_name=collection_name), + ) + staged_filepath = stager.run( + elements_filepath=upload_file, + file_data=file_data, + output_dir=tmp_path, + output_filename=upload_file.name, + ) + uploader.precheck() + uploader.run(path=staged_filepath, file_data=file_data) + + # Run validation + with staged_filepath.open() as f: + staged_elements = json.load(f) + expected_count = len(staged_elements) + validate_collection(collection_name=collection_name, num_embeddings=expected_count) + + +@pytest.mark.parametrize("upload_file_str", ["upload_file_ndjson", "upload_file"]) +@pytest.mark.tags(CONNECTOR_TYPE, DESTINATION_TAG, "stager") +def test_chroma_stager( + request: TopRequest, + upload_file_str: str, + tmp_path: Path, +): + upload_file: Path = request.getfixturevalue(upload_file_str) + stager = ChromaUploadStager() + stager_validation( + configs=StagerValidationConfigs(test_id=CONNECTOR_TYPE, expected_count=22), + input_file=upload_file, + stager=stager, + tmp_dir=tmp_path, + ) diff --git a/test/integration/connectors/test_confluence.py b/test/integration/connectors/test_confluence.py index d4c16b64e..5f8ca31f2 100644 --- a/test/integration/connectors/test_confluence.py +++ b/test/integration/connectors/test_confluence.py @@ -5,8 +5,8 @@ from test.integration.connectors.utils.constants import ( SOURCE_TAG, ) -from test.integration.connectors.utils.validation import ( - ValidationConfigs, +from test.integration.connectors.utils.validation.source import ( + SourceValidationConfigs, source_connector_validation, ) from test.integration.utils import requires_env @@ -60,7 +60,7 @@ async def test_confluence_source(temp_dir): await source_connector_validation( indexer=indexer, downloader=downloader, - configs=ValidationConfigs( + configs=SourceValidationConfigs( test_id="confluence", expected_num_files=11, validate_downloaded_files=True, @@ -107,7 +107,7 @@ async def test_confluence_source_large(temp_dir): await source_connector_validation( indexer=indexer, downloader=downloader, - configs=ValidationConfigs( + configs=SourceValidationConfigs( test_id="confluence_large", expected_num_files=250, validate_file_data=False ), ) diff --git a/test/integration/connectors/test_delta_table.py b/test/integration/connectors/test_delta_table.py index ffa701055..fdebef4b9 100644 --- a/test/integration/connectors/test_delta_table.py +++ b/test/integration/connectors/test_delta_table.py @@ -114,6 +114,7 @@ async def test_delta_table_destination_s3(upload_file: Path, temp_dir: Path): ) try: + uploader.precheck() if uploader.is_async(): await uploader.run_async(path=new_upload_file, file_data=file_data) else: diff --git a/test/integration/connectors/test_kafka.py b/test/integration/connectors/test_kafka.py deleted file mode 100644 index 1ffd93402..000000000 --- a/test/integration/connectors/test_kafka.py +++ /dev/null @@ -1,304 +0,0 @@ -import json -import os -import tempfile -import time -from pathlib import Path - -import pytest -from confluent_kafka import Consumer, KafkaError, KafkaException, Producer -from confluent_kafka.admin import AdminClient, NewTopic - -from test.integration.connectors.utils.constants import ( - DESTINATION_TAG, - SOURCE_TAG, - env_setup_path, -) -from test.integration.connectors.utils.docker_compose import docker_compose_context -from test.integration.connectors.utils.validation import ( - ValidationConfigs, - source_connector_validation, -) -from test.integration.utils import requires_env -from unstructured_ingest.error import DestinationConnectionError, SourceConnectionError -from unstructured_ingest.v2.interfaces import FileData, SourceIdentifiers -from unstructured_ingest.v2.processes.connectors.kafka.cloud import ( - CloudKafkaAccessConfig, - CloudKafkaConnectionConfig, - CloudKafkaDownloader, - CloudKafkaDownloaderConfig, - CloudKafkaIndexer, - CloudKafkaIndexerConfig, -) -from unstructured_ingest.v2.processes.connectors.kafka.local import ( - CONNECTOR_TYPE, - LocalKafkaConnectionConfig, - LocalKafkaDownloader, - LocalKafkaDownloaderConfig, - LocalKafkaIndexer, - LocalKafkaIndexerConfig, - LocalKafkaUploader, - LocalKafkaUploaderConfig, -) - -SEED_MESSAGES = 10 -TOPIC = "fake-topic" - - -def get_admin_client() -> AdminClient: - conf = { - "bootstrap.servers": "localhost:29092", - } - return AdminClient(conf) - - -@pytest.fixture -def docker_compose_ctx(): - with docker_compose_context(docker_compose_path=env_setup_path / "kafka") as ctx: - yield ctx - - -def wait_for_topic( - topic: str, - retries: int = 10, - interval: int = 1, - exists: bool = True, - admin_client=None, -): - if admin_client is None: - admin_client = get_admin_client() - current_topics = admin_client.list_topics().topics - attempts = 0 - while (topic not in current_topics) == exists and attempts < retries: - attempts += 1 - print( - "Attempt {}: Waiting for topic {} to {} exist. Current topics: [{}]".format( - attempts, topic, "" if exists else "not", ", ".join(current_topics) - ) - ) - time.sleep(interval) - current_topics = admin_client.list_topics().topics - if (topic not in current_topics) == exists: - raise TimeoutError(f"Timeout out waiting for topic {topic} to exist") - - -@pytest.fixture -def kafka_seed_topic(docker_compose_ctx) -> str: - conf = { - "bootstrap.servers": "localhost:29092", - } - producer = Producer(conf) - for i in range(SEED_MESSAGES): - message = f"This is some text for message {i}" - producer.produce(topic=TOPIC, value=message) - producer.flush(timeout=10) - print(f"kafka topic {TOPIC} seeded with {SEED_MESSAGES} messages") - wait_for_topic(topic=TOPIC) - return TOPIC - - -@pytest.fixture -def kafka_upload_topic(docker_compose_ctx) -> str: - admin_client = get_admin_client() - admin_client.create_topics([NewTopic(TOPIC, 1, 1)]) - return TOPIC - - -@pytest.mark.asyncio -@pytest.mark.tags(CONNECTOR_TYPE, SOURCE_TAG) -async def test_kafka_source_local(kafka_seed_topic: str): - connection_config = LocalKafkaConnectionConfig(bootstrap_server="localhost", port=29092) - with tempfile.TemporaryDirectory() as tempdir: - tempdir_path = Path(tempdir) - download_config = LocalKafkaDownloaderConfig(download_dir=tempdir_path) - indexer = LocalKafkaIndexer( - connection_config=connection_config, - index_config=LocalKafkaIndexerConfig(topic=kafka_seed_topic, num_messages_to_consume=5), - ) - downloader = LocalKafkaDownloader( - connection_config=connection_config, download_config=download_config - ) - indexer.precheck() - await source_connector_validation( - indexer=indexer, - downloader=downloader, - configs=ValidationConfigs( - test_id="kafka", expected_num_files=5, validate_downloaded_files=True - ), - ) - - -@pytest.fixture -def kafka_seed_topic_cloud(expected_messages: int = 5) -> int: - conf = { - "bootstrap.servers": os.environ["KAFKA_BOOTSTRAP_SERVER"], - "sasl.username": os.environ["KAFKA_API_KEY"], - "sasl.password": os.environ["KAFKA_SECRET"], - "sasl.mechanism": "PLAIN", - "security.protocol": "SASL_SSL", - } - admin_client = AdminClient(conf) - try: - res = admin_client.delete_topics([TOPIC], operation_timeout=10) - for topic, f in res.items(): - f.result() - print(f"Topic {topic} removed") - wait_for_topic(TOPIC, 5, 1, False, admin_client) - except Exception: - pass - - cluster_meta = admin_client.list_topics() - current_topics = [topic for topic in cluster_meta.topics if topic != "__consumer_offsets"] - - assert TOPIC not in current_topics, f"Topic {TOPIC} shouldn't exist" - - # Kafka Cloud allows to use replication_factor=1 only for Dedicated clusters. - topic_obj = NewTopic(TOPIC, num_partitions=1, replication_factor=3) - - res = admin_client.create_topics([topic_obj], operation_timeout=10, validate_only=False) - for topic, f in res.items(): - f.result() - - producer = Producer(conf) - for i in range(expected_messages): - message = f"This is some text for message {i}" - producer.produce(topic=TOPIC, value=message) - producer.flush(timeout=10) - return expected_messages - - -@pytest.mark.asyncio -@pytest.mark.tags(CONNECTOR_TYPE, SOURCE_TAG) -@requires_env("KAFKA_API_KEY", "KAFKA_SECRET", "KAFKA_BOOTSTRAP_SERVER") -async def test_kafka_source_cloud(kafka_seed_topic_cloud: int): - """ - In order to have this test succeed, you need to create cluster on Confluent Cloud, - and create the API key with admin privileges. By default, user account keys have it. - """ - - expected_messages = kafka_seed_topic_cloud - - connection_config = CloudKafkaConnectionConfig( - bootstrap_server=os.environ["KAFKA_BOOTSTRAP_SERVER"], - port=9092, - access_config=CloudKafkaAccessConfig( - kafka_api_key=os.environ["KAFKA_API_KEY"], - secret=os.environ["KAFKA_SECRET"], - ), - ) - - with tempfile.TemporaryDirectory() as tempdir: - tempdir_path = Path(tempdir) - download_config = CloudKafkaDownloaderConfig(download_dir=tempdir_path) - indexer = CloudKafkaIndexer( - connection_config=connection_config, - index_config=CloudKafkaIndexerConfig( - topic=TOPIC, - num_messages_to_consume=expected_messages, - ), - ) - downloader = CloudKafkaDownloader( - connection_config=connection_config, download_config=download_config - ) - indexer.precheck() - await source_connector_validation( - indexer=indexer, - downloader=downloader, - configs=ValidationConfigs( - test_id="kafka", - exclude_fields_extend=["connector_type"], - expected_num_files=expected_messages, - validate_downloaded_files=True, - validate_file_data=True, - ), - ) - - -@pytest.mark.tags(CONNECTOR_TYPE, SOURCE_TAG) -def test_kafka_source_local_precheck_fail_no_cluster(): - connection_config = LocalKafkaConnectionConfig(bootstrap_server="localhost", port=29092) - indexer = LocalKafkaIndexer( - connection_config=connection_config, - index_config=LocalKafkaIndexerConfig(topic=TOPIC, num_messages_to_consume=5), - ) - with pytest.raises(SourceConnectionError): - indexer.precheck() - - -@pytest.mark.tags(CONNECTOR_TYPE, SOURCE_TAG) -def test_kafka_source_local_precheck_fail_no_topic(kafka_seed_topic: str): - connection_config = LocalKafkaConnectionConfig(bootstrap_server="localhost", port=29092) - indexer = LocalKafkaIndexer( - connection_config=connection_config, - index_config=LocalKafkaIndexerConfig(topic="topic", num_messages_to_consume=5), - ) - with pytest.raises(SourceConnectionError): - indexer.precheck() - - -def get_all_messages(topic: str, max_empty_messages: int = 5) -> list[dict]: - conf = { - "bootstrap.servers": "localhost:29092", - "group.id": "default_group_id", - "enable.auto.commit": "false", - "auto.offset.reset": "earliest", - } - consumer = Consumer(conf) - consumer.subscribe([topic]) - messages = [] - try: - empty_count = 0 - while empty_count < max_empty_messages: - msg = consumer.poll(timeout=1) - if msg is None: - empty_count += 1 - continue - if msg.error(): - if msg.error().code() == KafkaError._PARTITION_EOF: - break - else: - raise KafkaException(msg.error()) - try: - message = json.loads(msg.value().decode("utf8")) - messages.append(message) - finally: - consumer.commit(asynchronous=False) - finally: - print("closing consumer") - consumer.close() - return messages - - -@pytest.mark.asyncio -@pytest.mark.tags(CONNECTOR_TYPE, DESTINATION_TAG) -async def test_kafka_destination_local(upload_file: Path, kafka_upload_topic: str): - uploader = LocalKafkaUploader( - connection_config=LocalKafkaConnectionConfig(bootstrap_server="localhost", port=29092), - upload_config=LocalKafkaUploaderConfig(topic=TOPIC, batch_size=10), - ) - file_data = FileData( - source_identifiers=SourceIdentifiers(fullpath=upload_file.name, filename=upload_file.name), - connector_type=CONNECTOR_TYPE, - identifier="mock file data", - ) - uploader.precheck() - if uploader.is_async(): - await uploader.run_async(path=upload_file, file_data=file_data) - else: - uploader.run(path=upload_file, file_data=file_data) - all_messages = get_all_messages(topic=kafka_upload_topic) - with upload_file.open("r") as upload_fs: - content_to_upload = json.load(upload_fs) - assert len(all_messages) == len(content_to_upload), ( - f"expected number of messages ({len(content_to_upload)}) doesn't " - f"match how many messages read off of kakfa topic {kafka_upload_topic}: {len(all_messages)}" - ) - - -@pytest.mark.tags(CONNECTOR_TYPE, DESTINATION_TAG) -def test_kafka_destination_local_precheck_fail_no_cluster(): - uploader = LocalKafkaUploader( - connection_config=LocalKafkaConnectionConfig(bootstrap_server="localhost", port=29092), - upload_config=LocalKafkaUploaderConfig(topic=TOPIC, batch_size=10), - ) - with pytest.raises(DestinationConnectionError): - uploader.precheck() diff --git a/test/integration/connectors/test_milvus.py b/test/integration/connectors/test_milvus.py index dd1c888db..4d73a46c5 100644 --- a/test/integration/connectors/test_milvus.py +++ b/test/integration/connectors/test_milvus.py @@ -4,6 +4,7 @@ import docker import pytest +from _pytest.fixtures import TopRequest from pymilvus import ( CollectionSchema, DataType, @@ -15,6 +16,10 @@ from test.integration.connectors.utils.constants import DESTINATION_TAG, env_setup_path from test.integration.connectors.utils.docker import healthcheck_wait from test.integration.connectors.utils.docker_compose import docker_compose_context +from test.integration.connectors.utils.validation.destination import ( + StagerValidationConfigs, + stager_validation, +) from unstructured_ingest.error import DestinationConnectionError from unstructured_ingest.v2.interfaces import FileData, SourceIdentifiers from unstructured_ingest.v2.processes.connectors.milvus import ( @@ -180,3 +185,19 @@ def test_precheck_fails_on_nonexisting_db(collection: str): match="database not found", ): uploader.precheck() + + +@pytest.mark.parametrize("upload_file_str", ["upload_file_ndjson", "upload_file"]) +def test_milvus_stager( + request: TopRequest, + upload_file_str: str, + tmp_path: Path, +): + upload_file: Path = request.getfixturevalue(upload_file_str) + stager = MilvusUploadStager() + stager_validation( + configs=StagerValidationConfigs(test_id=CONNECTOR_TYPE, expected_count=22), + input_file=upload_file, + stager=stager, + tmp_dir=tmp_path, + ) diff --git a/test/integration/connectors/test_mongodb.py b/test/integration/connectors/test_mongodb.py index 7deb343d4..cf3b9bd90 100644 --- a/test/integration/connectors/test_mongodb.py +++ b/test/integration/connectors/test_mongodb.py @@ -14,8 +14,8 @@ from pymongo.operations import SearchIndexModel from test.integration.connectors.utils.constants import DESTINATION_TAG, SOURCE_TAG -from test.integration.connectors.utils.validation import ( - ValidationConfigs, +from test.integration.connectors.utils.validation.source import ( + SourceValidationConfigs, source_connector_validation, ) from test.integration.utils import requires_env @@ -196,8 +196,11 @@ async def test_mongodb_source(temp_dir: Path): await source_connector_validation( indexer=indexer, downloader=downloader, - configs=ValidationConfigs( - test_id=CONNECTOR_TYPE, expected_num_files=4, validate_downloaded_files=True + configs=SourceValidationConfigs( + test_id=CONNECTOR_TYPE, + expected_num_files=4, + validate_downloaded_files=True, + expected_number_indexed_file_data=1, ), ) diff --git a/test/integration/connectors/test_neo4j.py b/test/integration/connectors/test_neo4j.py new file mode 100644 index 000000000..a055507f3 --- /dev/null +++ b/test/integration/connectors/test_neo4j.py @@ -0,0 +1,236 @@ +import json +import time +import uuid +from datetime import datetime +from pathlib import Path + +import pytest +from neo4j import AsyncGraphDatabase, Driver, GraphDatabase +from neo4j.exceptions import ServiceUnavailable +from pytest_check import check + +from test.integration.connectors.utils.constants import DESTINATION_TAG +from test.integration.connectors.utils.docker import container_context +from unstructured_ingest.error import DestinationConnectionError +from unstructured_ingest.utils.chunking import elements_from_base64_gzipped_json +from unstructured_ingest.v2.interfaces.file_data import ( + FileData, + FileDataSourceMetadata, + SourceIdentifiers, +) +from unstructured_ingest.v2.processes.connectors.neo4j import ( + CONNECTOR_TYPE, + Label, + Neo4jAccessConfig, + Neo4jConnectionConfig, + Neo4jUploader, + Neo4jUploaderConfig, + Neo4jUploadStager, + Relationship, +) + +USERNAME = "neo4j" +PASSWORD = "password" +URI = "neo4j://localhost:7687" +DATABASE = "neo4j" + +EXPECTED_DOCUMENT_COUNT = 1 + + +# NOTE: Precheck tests are read-only so we utilize the same container for all tests. +# If new tests require clean neo4j container, this fixture's scope should be adjusted. +@pytest.fixture(autouse=True, scope="module") +def _neo4j_server(): + with container_context( + image="neo4j:latest", environment={"NEO4J_AUTH": "neo4j/password"}, ports={"7687": "7687"} + ): + driver = GraphDatabase.driver(uri=URI, auth=(USERNAME, PASSWORD)) + wait_for_connection(driver) + driver.close() + yield + + +@pytest.mark.asyncio +@pytest.mark.tags(DESTINATION_TAG, CONNECTOR_TYPE) +async def test_neo4j_destination(upload_file: Path, tmp_path: Path): + stager = Neo4jUploadStager() + uploader = Neo4jUploader( + connection_config=Neo4jConnectionConfig( + access_config=Neo4jAccessConfig(password=PASSWORD), # type: ignore + username=USERNAME, + uri=URI, + database=DATABASE, + ), + upload_config=Neo4jUploaderConfig(), + ) + file_data = FileData( + identifier="mock-file-data", + connector_type="neo4j", + source_identifiers=SourceIdentifiers( + filename=upload_file.name, + fullpath=upload_file.name, + ), + metadata=FileDataSourceMetadata( + date_created=str(datetime(2022, 1, 1).timestamp()), + date_modified=str(datetime(2022, 1, 2).timestamp()), + ), + ) + staged_filepath = stager.run( + upload_file, + file_data=file_data, + output_dir=tmp_path, + output_filename=upload_file.name, + ) + + await uploader.run_async(staged_filepath, file_data) + await validate_uploaded_graph(upload_file) + + modified_upload_file = tmp_path / f"modified-{upload_file.name}" + with open(upload_file) as file: + elements = json.load(file) + for element in elements: + element["element_id"] = str(uuid.uuid4()) + + with open(modified_upload_file, "w") as file: + json.dump(elements, file, indent=4) + + staged_filepath = stager.run( + modified_upload_file, + file_data=file_data, + output_dir=tmp_path, + output_filename=modified_upload_file.name, + ) + await uploader.run_async(staged_filepath, file_data) + await validate_uploaded_graph(modified_upload_file) + + +@pytest.mark.tags(DESTINATION_TAG, CONNECTOR_TYPE) +class TestPrecheck: + @pytest.fixture + def configured_uploader(self) -> Neo4jUploader: + return Neo4jUploader( + connection_config=Neo4jConnectionConfig( + access_config=Neo4jAccessConfig(password=PASSWORD), # type: ignore + username=USERNAME, + uri=URI, + database=DATABASE, + ), + upload_config=Neo4jUploaderConfig(), + ) + + def test_succeeds(self, configured_uploader: Neo4jUploader): + configured_uploader.precheck() + + def test_fails_on_invalid_password(self, configured_uploader: Neo4jUploader): + configured_uploader.connection_config.access_config.get_secret_value().password = ( + "invalid-password" + ) + with pytest.raises( + DestinationConnectionError, + match="{code: Neo.ClientError.Security.Unauthorized}", + ): + configured_uploader.precheck() + + def test_fails_on_invalid_username(self, configured_uploader: Neo4jUploader): + configured_uploader.connection_config.username = "invalid-username" + with pytest.raises( + DestinationConnectionError, match="{code: Neo.ClientError.Security.Unauthorized}" + ): + configured_uploader.precheck() + + @pytest.mark.parametrize( + ("uri", "expected_error_msg"), + [ + ("neo4j://localhst:7687", "Cannot resolve address"), + ("neo4j://localhost:7777", "Unable to retrieve routing information"), + ], + ) + def test_fails_on_invalid_uri( + self, configured_uploader: Neo4jUploader, uri: str, expected_error_msg: str + ): + configured_uploader.connection_config.uri = uri + with pytest.raises(DestinationConnectionError, match=expected_error_msg): + configured_uploader.precheck() + + def test_fails_on_invalid_database(self, configured_uploader: Neo4jUploader): + configured_uploader.connection_config.database = "invalid-database" + with pytest.raises( + DestinationConnectionError, match="{code: Neo.ClientError.Database.DatabaseNotFound}" + ): + configured_uploader.precheck() + + +def wait_for_connection(driver: Driver, retries: int = 10, delay_seconds: int = 2): + attempts = 0 + while attempts < retries: + try: + driver.verify_connectivity() + return + except ServiceUnavailable: + time.sleep(delay_seconds) + attempts += 1 + + pytest.fail("Failed to connect with Neo4j server.") + + +async def validate_uploaded_graph(upload_file: Path): + with open(upload_file) as file: + elements = json.load(file) + + for element in elements: + if "orig_elements" in element["metadata"]: + element["metadata"]["orig_elements"] = elements_from_base64_gzipped_json( + element["metadata"]["orig_elements"] + ) + else: + element["metadata"]["orig_elements"] = [] + + expected_chunks_count = len(elements) + expected_element_count = len( + { + origin_element["element_id"] + for chunk in elements + for origin_element in chunk["metadata"]["orig_elements"] + } + ) + expected_nodes_count = expected_chunks_count + expected_element_count + EXPECTED_DOCUMENT_COUNT + + driver = AsyncGraphDatabase.driver(uri=URI, auth=(USERNAME, PASSWORD)) + try: + nodes_count = len((await driver.execute_query("MATCH (n) RETURN n"))[0]) + chunk_nodes_count = len( + (await driver.execute_query(f"MATCH (n: {Label.CHUNK}) RETURN n"))[0] + ) + document_nodes_count = len( + (await driver.execute_query(f"MATCH (n: {Label.DOCUMENT}) RETURN n"))[0] + ) + element_nodes_count = len( + (await driver.execute_query(f"MATCH (n: {Label.UNSTRUCTURED_ELEMENT}) RETURN n"))[0] + ) + with check: + assert nodes_count == expected_nodes_count + with check: + assert document_nodes_count == EXPECTED_DOCUMENT_COUNT + with check: + assert chunk_nodes_count == expected_chunks_count + with check: + assert element_nodes_count == expected_element_count + + records, _, _ = await driver.execute_query( + f"MATCH ()-[r:{Relationship.PART_OF_DOCUMENT}]->(:{Label.DOCUMENT}) RETURN r" + ) + part_of_document_count = len(records) + + records, _, _ = await driver.execute_query( + f"MATCH (:{Label.CHUNK})-[r:{Relationship.NEXT_CHUNK}]->(:{Label.CHUNK}) RETURN r" + ) + next_chunk_count = len(records) + + if not check.any_failures(): + with check: + assert part_of_document_count == expected_chunks_count + expected_element_count + with check: + assert next_chunk_count == expected_chunks_count - 1 + + finally: + await driver.close() diff --git a/test/integration/connectors/test_pinecone.py b/test/integration/connectors/test_pinecone.py index bc63952c1..3c393bcfd 100644 --- a/test/integration/connectors/test_pinecone.py +++ b/test/integration/connectors/test_pinecone.py @@ -8,12 +8,17 @@ from uuid import uuid4 import pytest +from _pytest.fixtures import TopRequest from pinecone import Pinecone, ServerlessSpec from pinecone.core.openapi.shared.exceptions import NotFoundException from test.integration.connectors.utils.constants import ( DESTINATION_TAG, ) +from test.integration.connectors.utils.validation.destination import ( + StagerValidationConfigs, + stager_validation, +) from test.integration.utils import requires_env from unstructured_ingest.error import DestinationConnectionError from unstructured_ingest.v2.interfaces import FileData, SourceIdentifiers @@ -251,7 +256,10 @@ def test_large_metadata(pinecone_index: str, tmp_path: Path, upload_file: Path): identifier="mock-file-data", ) staged_file = stager.run( - file_data, large_metadata_upload_file, tmp_path, large_metadata_upload_file.name + elements_filepath=large_metadata_upload_file, + file_data=file_data, + output_dir=tmp_path, + output_filename=large_metadata_upload_file.name, ) try: uploader.run(staged_file, file_data) @@ -262,3 +270,19 @@ def test_large_metadata(pinecone_index: str, tmp_path: Path, upload_file: Path): raise pytest.fail("Upload request failed due to metadata exceeding limits.") validate_pinecone_index(pinecone_index, 1, interval=5) + + +@pytest.mark.parametrize("upload_file_str", ["upload_file_ndjson", "upload_file"]) +def test_pinecone_stager( + request: TopRequest, + upload_file_str: str, + tmp_path: Path, +): + upload_file: Path = request.getfixturevalue(upload_file_str) + stager = PineconeUploadStager() + stager_validation( + configs=StagerValidationConfigs(test_id=CONNECTOR_TYPE, expected_count=22), + input_file=upload_file, + stager=stager, + tmp_dir=tmp_path, + ) diff --git a/test/integration/connectors/test_qdrant.py b/test/integration/connectors/test_qdrant.py index f351ef336..d3ab1f563 100644 --- a/test/integration/connectors/test_qdrant.py +++ b/test/integration/connectors/test_qdrant.py @@ -6,10 +6,15 @@ from typing import AsyncGenerator import pytest +from _pytest.fixtures import TopRequest from qdrant_client import AsyncQdrantClient from test.integration.connectors.utils.constants import DESTINATION_TAG from test.integration.connectors.utils.docker import container_context +from test.integration.connectors.utils.validation.destination import ( + StagerValidationConfigs, + stager_validation, +) from test.integration.utils import requires_env from unstructured_ingest.v2.interfaces.file_data import FileData, SourceIdentifiers from unstructured_ingest.v2.processes.connectors.qdrant.cloud import ( @@ -138,7 +143,7 @@ async def test_qdrant_destination_server(upload_file: Path, tmp_path: Path, dock output_dir=tmp_path, output_filename=upload_file.name, ) - + uploader.precheck() if uploader.is_async(): await uploader.run_async(path=staged_upload_file, file_data=file_data) else: @@ -183,10 +188,28 @@ async def test_qdrant_destination_cloud(upload_file: Path, tmp_path: Path): output_dir=tmp_path, output_filename=upload_file.name, ) - + uploader.precheck() if uploader.is_async(): await uploader.run_async(path=staged_upload_file, file_data=file_data) else: uploader.run(path=staged_upload_file, file_data=file_data) async with qdrant_client(connection_kwargs) as client: await validate_upload(client=client, upload_file=upload_file) + + +@pytest.mark.parametrize("upload_file_str", ["upload_file_ndjson", "upload_file"]) +def test_qdrant_stager( + request: TopRequest, + upload_file_str: str, + tmp_path: Path, +): + upload_file: Path = request.getfixturevalue(upload_file_str) + stager = LocalQdrantUploadStager( + upload_stager_config=LocalQdrantUploadStagerConfig(), + ) + stager_validation( + configs=StagerValidationConfigs(test_id=LOCAL_CONNECTOR_TYPE, expected_count=22), + input_file=upload_file, + stager=stager, + tmp_dir=tmp_path, + ) diff --git a/test/integration/connectors/test_redis.py b/test/integration/connectors/test_redis.py new file mode 100644 index 000000000..39a5dfac7 --- /dev/null +++ b/test/integration/connectors/test_redis.py @@ -0,0 +1,119 @@ +import asyncio +import json +import os +from pathlib import Path +from typing import Optional + +import numpy as np +import pytest +from redis import exceptions as redis_exceptions +from redis.asyncio import Redis, from_url + +from test.integration.connectors.utils.constants import DESTINATION_TAG +from test.integration.utils import requires_env +from unstructured_ingest.v2.interfaces.file_data import FileData, SourceIdentifiers +from unstructured_ingest.v2.processes.connectors.redisdb import ( + CONNECTOR_TYPE as REDIS_CONNECTOR_TYPE, +) +from unstructured_ingest.v2.processes.connectors.redisdb import ( + RedisAccessConfig, + RedisConnectionConfig, + RedisUploader, + RedisUploaderConfig, +) + + +async def delete_record(client: Redis, element_id: str) -> None: + await client.delete(element_id) + + +async def validate_upload(client: Redis, first_element: dict): + element_id = first_element["element_id"] + expected_text = first_element["text"] + expected_embeddings = first_element["embeddings"] + async with client.pipeline(transaction=True) as pipe: + try: + response = await pipe.json().get(element_id, "$").execute() + response = response[0][0] + except redis_exceptions.ResponseError: + response = await pipe.get(element_id).execute() + response = json.loads(response[0]) + + embedding_similarity = np.linalg.norm( + np.array(response["embeddings"]) - np.array(expected_embeddings) + ) + + assert response is not None + assert response["element_id"] == element_id + assert response["text"] == expected_text + assert embedding_similarity < 1e-10 + + +async def redis_destination_test( + upload_file: Path, + tmp_path: Path, + connection_kwargs: dict, + uri: Optional[str] = None, + password: Optional[str] = None, +): + uploader = RedisUploader( + connection_config=RedisConnectionConfig( + **connection_kwargs, access_config=RedisAccessConfig(uri=uri, password=password) + ), + upload_config=RedisUploaderConfig(batch_size=10), + ) + + file_data = FileData( + source_identifiers=SourceIdentifiers(fullpath=upload_file.name, filename=upload_file.name), + connector_type=REDIS_CONNECTOR_TYPE, + identifier="mock-file-data", + ) + with upload_file.open() as upload_fp: + elements = json.load(upload_fp) + first_element = elements[0] + + try: + if uploader.is_async(): + await uploader.run_data_async(data=elements, file_data=file_data) + + if uri: + async with from_url(uri) as client: + await validate_upload(client=client, first_element=first_element) + else: + async with Redis(**connection_kwargs, password=password) as client: + await validate_upload(client=client, first_element=first_element) + except Exception as e: + raise e + finally: + if uri: + async with from_url(uri) as client: + tasks = [delete_record(client, element["element_id"]) for element in elements] + await asyncio.gather(*tasks) + else: + async with Redis(**connection_kwargs, password=password) as client: + tasks = [delete_record(client, element["element_id"]) for element in elements] + await asyncio.gather(*tasks) + + +@pytest.mark.asyncio +@pytest.mark.tags(REDIS_CONNECTOR_TYPE, DESTINATION_TAG) +@requires_env("AZURE_REDIS_INGEST_TEST_PASSWORD") +async def test_redis_destination_azure_with_password(upload_file: Path, tmp_path: Path): + connection_kwargs = { + "host": "utic-dashboard-dev.redis.cache.windows.net", + "port": 6380, + "db": 0, + "ssl": True, + } + redis_pw = os.environ["AZURE_REDIS_INGEST_TEST_PASSWORD"] + await redis_destination_test(upload_file, tmp_path, connection_kwargs, password=redis_pw) + + +@pytest.mark.asyncio +@pytest.mark.tags(REDIS_CONNECTOR_TYPE, DESTINATION_TAG, "redis") +@requires_env("AZURE_REDIS_INGEST_TEST_PASSWORD") +async def test_redis_destination_azure_with_uri(upload_file: Path, tmp_path: Path): + connection_kwargs = {} + redis_pw = os.environ["AZURE_REDIS_INGEST_TEST_PASSWORD"] + uri = f"rediss://:{redis_pw}@utic-dashboard-dev.redis.cache.windows.net:6380/0" + await redis_destination_test(upload_file, tmp_path, connection_kwargs, uri=uri) diff --git a/test/integration/connectors/test_s3.py b/test/integration/connectors/test_s3.py index f5e30cfbe..369dab9f3 100644 --- a/test/integration/connectors/test_s3.py +++ b/test/integration/connectors/test_s3.py @@ -11,8 +11,8 @@ env_setup_path, ) from test.integration.connectors.utils.docker_compose import docker_compose_context -from test.integration.connectors.utils.validation import ( - ValidationConfigs, +from test.integration.connectors.utils.validation.source import ( + SourceValidationConfigs, source_connector_validation, ) from test.integration.utils import requires_env @@ -62,7 +62,7 @@ async def test_s3_source(anon_connection_config: S3ConnectionConfig): await source_connector_validation( indexer=indexer, downloader=downloader, - configs=ValidationConfigs( + configs=SourceValidationConfigs( test_id="s3", predownload_file_data_check=validate_predownload_file_data, postdownload_file_data_check=validate_postdownload_file_data, @@ -85,7 +85,7 @@ async def test_s3_source_special_char(anon_connection_config: S3ConnectionConfig await source_connector_validation( indexer=indexer, downloader=downloader, - configs=ValidationConfigs( + configs=SourceValidationConfigs( test_id="s3-specialchar", predownload_file_data_check=validate_predownload_file_data, postdownload_file_data_check=validate_postdownload_file_data, @@ -121,7 +121,7 @@ async def test_s3_minio_source(anon_connection_config: S3ConnectionConfig): await source_connector_validation( indexer=indexer, downloader=downloader, - configs=ValidationConfigs( + configs=SourceValidationConfigs( test_id="s3-minio", predownload_file_data_check=validate_predownload_file_data, postdownload_file_data_check=validate_postdownload_file_data, @@ -165,11 +165,14 @@ async def test_s3_destination(upload_file: Path): identifier="mock file data", ) try: + uploader.precheck() if uploader.is_async(): await uploader.run_async(path=upload_file, file_data=file_data) else: uploader.run(path=upload_file, file_data=file_data) - uploaded_files = s3fs.ls(path=destination_path) + uploaded_files = [ + Path(file) for file in s3fs.ls(path=destination_path) if Path(file).name != "_empty" + ] assert len(uploaded_files) == 1 finally: s3fs.rm(path=destination_path, recursive=True) diff --git a/test/integration/connectors/test_vectara.py b/test/integration/connectors/test_vectara.py new file mode 100644 index 000000000..e8d687f63 --- /dev/null +++ b/test/integration/connectors/test_vectara.py @@ -0,0 +1,270 @@ +import json +import os +import time +from pathlib import Path +from typing import Generator +from uuid import uuid4 + +import pytest +import requests + +from test.integration.connectors.utils.constants import DESTINATION_TAG +from test.integration.utils import requires_env +from unstructured_ingest.v2.interfaces.file_data import FileData, SourceIdentifiers +from unstructured_ingest.v2.logger import logger +from unstructured_ingest.v2.processes.connectors.vectara import ( + CONNECTOR_TYPE as VECTARA_CONNECTOR_TYPE, +) +from unstructured_ingest.v2.processes.connectors.vectara import ( + VectaraAccessConfig, + VectaraConnectionConfig, + VectaraUploader, + VectaraUploaderConfig, + VectaraUploadStager, + VectaraUploadStagerConfig, +) + + +def validate_upload(response: dict, expected_data: dict): + element_id = expected_data["element_id"] + expected_text = expected_data["text"] + filename = expected_data["metadata"]["filename"] + filetype = expected_data["metadata"]["filetype"] + page_number = expected_data["metadata"]["page_number"] + + response = response["search_results"][0] + + assert response is not None + assert response["text"] == expected_text + assert response["part_metadata"]["element_id"] == element_id + assert response["part_metadata"]["filename"] == filename + assert response["part_metadata"]["filetype"] == filetype + assert response["part_metadata"]["page_number"] == page_number + + +@requires_env("VECTARA_OAUTH_CLIENT_ID", "VECTARA_OAUTH_SECRET", "VECTARA_CUSTOMER_ID") +def _get_jwt_token(): + """Connect to the server and get a JWT token.""" + customer_id = os.environ["VECTARA_CUSTOMER_ID"] + token_endpoint = ( + f"https://vectara-prod-{customer_id}.auth.us-west-2.amazoncognito.com/oauth2/token" + ) + headers = { + "Content-Type": "application/x-www-form-urlencoded", + } + data = { + "grant_type": "client_credentials", + "client_id": os.environ["VECTARA_OAUTH_CLIENT_ID"], + "client_secret": os.environ["VECTARA_OAUTH_SECRET"], + } + + response = requests.post(token_endpoint, headers=headers, data=data) + response.raise_for_status() + response_json = response.json() + + return response_json.get("access_token") + + +def query_data(corpus_key: str, element_id: str) -> dict: + + url = f"https://api.vectara.io/v2/corpora/{corpus_key}/query" + + # the query below requires the corpus to have filter attributes for element_id + + data = json.dumps( + { + "query": "string", + "search": { + "metadata_filter": f"part.element_id = '{element_id}'", + "lexical_interpolation": 1, + "limit": 10, + }, + } + ) + + jwt_token = _get_jwt_token() + headers = { + "Content-Type": "application/json", + "Accept": "application/json", + "Authorization": f"Bearer {jwt_token}", + "X-source": "unstructured", + } + + response = requests.post(url, headers=headers, data=data) + response.raise_for_status() + response_json = response.json() + + return response_json + + +def create_corpora(corpus_key: str, corpus_name: str) -> None: + url = "https://api.vectara.io/v2/corpora" + data = json.dumps({"key": corpus_key, "name": corpus_name, "description": "integration test"}) + jwt_token = _get_jwt_token() + headers = { + "Content-Type": "application/json", + "Accept": "application/json", + "Authorization": f"Bearer {jwt_token}", + "X-source": "unstructured", + } + + response = requests.post(url, headers=headers, data=data) + response.raise_for_status() + + +def replace_filter_attributes(corpus_key: str) -> None: + url = f"https://api.vectara.io/v2/corpora/{corpus_key}/replace_filter_attributes" + data = json.dumps( + { + "filter_attributes": [ + {"name": "element_id", "level": "part", "indexed": True, "type": "text"} + ] + } + ) + jwt_token = _get_jwt_token() + headers = { + "Content-Type": "application/json", + "Accept": "application/json", + "Authorization": f"Bearer {jwt_token}", + "X-source": "unstructured", + } + + response = requests.post(url, headers=headers, data=data) + response.raise_for_status() + + +def delete_corpora(corpus_key: str) -> None: + url = f"https://api.vectara.io/v2/corpora/{corpus_key}" + + jwt_token = _get_jwt_token() + headers = { + "Content-Type": "application/json", + "Accept": "application/json", + "Authorization": f"Bearer {jwt_token}", + "X-source": "unstructured", + } + + response = requests.delete(url, headers=headers) + response.raise_for_status() + + +def list_corpora() -> list: + url = "https://api.vectara.io/v2/corpora?limit=100" + jwt_token = _get_jwt_token() + headers = { + "Content-Type": "application/json", + "Accept": "application/json", + "Authorization": f"Bearer {jwt_token}", + "X-source": "unstructured", + } + response = requests.get(url, headers=headers) + response.raise_for_status() + response_json = response.json() + if response_json.get("corpora"): + return [item["key"] for item in response_json.get("corpora")] + else: + return [] + + +def wait_for_ready(corpus_key: str, timeout=60, interval=2) -> None: + def is_ready_status(): + corpora_list = list_corpora() + return corpus_key in corpora_list + + start = time.time() + is_ready = is_ready_status() + while not is_ready and time.time() - start < timeout: + time.sleep(interval) + is_ready = is_ready_status() + if not is_ready: + raise TimeoutError("time out waiting for corpus to be ready") + + +def wait_for_delete(corpus_key: str, timeout=60, interval=2) -> None: + start = time.time() + while time.time() - start < timeout: + corpora_list = list_corpora() + if corpus_key not in corpora_list: + return + time.sleep(interval) + + raise TimeoutError("time out waiting for corpus to delete") + + +@pytest.fixture +def corpora_util() -> Generator[str, None, None]: + random_id = str(uuid4()).split("-")[0] + corpus_key = f"ingest-test-{random_id}" + corpus_name = "ingest-test" + logger.info(f"Creating corpus with key: {corpus_key}") + try: + create_corpora(corpus_key, corpus_name) + replace_filter_attributes(corpus_key) + wait_for_ready(corpus_key=corpus_key) + yield corpus_key + except Exception as e: + logger.error(f"failed to create corpus {corpus_key}: {e}") + finally: + logger.info(f"deleting corpus: {corpus_key}") + delete_corpora(corpus_key) + wait_for_delete(corpus_key=corpus_key) + + +@pytest.mark.asyncio +@pytest.mark.tags(VECTARA_CONNECTOR_TYPE, DESTINATION_TAG, "vectara") +@requires_env("VECTARA_OAUTH_CLIENT_ID", "VECTARA_OAUTH_SECRET", "VECTARA_CUSTOMER_ID") +async def test_vectara_destination( + upload_file: Path, tmp_path: Path, corpora_util: str, retries=30, interval=10 +): + corpus_key = corpora_util + connection_kwargs = { + "customer_id": os.environ["VECTARA_CUSTOMER_ID"], + "corpus_key": corpus_key, + } + + oauth_client_id = os.environ["VECTARA_OAUTH_CLIENT_ID"] + oauth_secret = os.environ["VECTARA_OAUTH_SECRET"] + + file_data = FileData( + source_identifiers=SourceIdentifiers(fullpath=upload_file.name, filename=upload_file.name), + connector_type=VECTARA_CONNECTOR_TYPE, + identifier="mock-file-data", + ) + + stager_config = VectaraUploadStagerConfig(batch_size=10) + stager = VectaraUploadStager(upload_stager_config=stager_config) + new_upload_file = stager.run( + elements_filepath=upload_file, + output_dir=tmp_path, + output_filename=upload_file.name, + file_data=file_data, + ) + + uploader = VectaraUploader( + connection_config=VectaraConnectionConfig( + **connection_kwargs, + access_config=VectaraAccessConfig( + oauth_client_id=oauth_client_id, oauth_secret=oauth_secret + ), + ), + upload_config=VectaraUploaderConfig(), + ) + + with new_upload_file.open() as new_upload_fp: + elements_stager = json.load(new_upload_fp) + + if uploader.is_async(): + await uploader.run_data_async(data=elements_stager, file_data=file_data) + + with upload_file.open() as upload_fp: + elements = json.load(upload_fp) + first_element = elements[0] + + for i in range(retries): + response = query_data(corpus_key, first_element["element_id"]) + if not response["search_results"]: + time.sleep(interval) + else: + break + + validate_upload(response=response, expected_data=first_element) diff --git a/test/integration/connectors/utils/docker.py b/test/integration/connectors/utils/docker.py index de10239e3..2b35a81ba 100644 --- a/test/integration/connectors/utils/docker.py +++ b/test/integration/connectors/utils/docker.py @@ -44,6 +44,7 @@ def get_container( docker_client: docker.DockerClient, image: str, ports: dict, + name: Optional[str] = "connector_test", environment: Optional[dict] = None, volumes: Optional[dict] = None, healthcheck: Optional[HealthCheck] = None, @@ -59,6 +60,8 @@ def get_container( run_kwargs["volumes"] = volumes if healthcheck: run_kwargs["healthcheck"] = healthcheck.model_dump() + if name: + run_kwargs["name"] = name container: Container = docker_client.containers.run(**run_kwargs) return container @@ -112,6 +115,7 @@ def container_context( healthcheck: Optional[HealthCheck] = None, healthcheck_retries: int = 30, docker_client: Optional[docker.DockerClient] = None, + name: Optional[str] = "connector_test", ): docker_client = docker_client or docker.from_env() print(f"pulling image {image}") @@ -125,6 +129,7 @@ def container_context( environment=environment, volumes=volumes, healthcheck=healthcheck, + name=name, ) if healthcheck_data := get_healthcheck(container): # Mirror whatever healthcheck config set on container @@ -143,3 +148,4 @@ def container_context( finally: if container: container.kill() + container.remove() diff --git a/test/integration/connectors/utils/validation/__init__.py b/test/integration/connectors/utils/validation/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/test/integration/connectors/utils/validation/destination.py b/test/integration/connectors/utils/validation/destination.py new file mode 100644 index 000000000..bb6f62452 --- /dev/null +++ b/test/integration/connectors/utils/validation/destination.py @@ -0,0 +1,88 @@ +import json +import os +import shutil +from pathlib import Path + +import ndjson + +from test.integration.connectors.utils.validation.utils import ValidationConfig +from unstructured_ingest.v2.interfaces import FileData, SourceIdentifiers, UploadStager + + +class StagerValidationConfigs(ValidationConfig): + expected_count: int + + def stager_output_dir(self) -> Path: + dir = self.test_output_dir() / "stager" + dir.mkdir(exist_ok=True, parents=True) + return dir + + def stager_output_path(self, input_path: Path) -> Path: + return self.stager_output_dir() / input_path.name + + +def run_all_stager_validations( + configs: StagerValidationConfigs, input_file: Path, staged_filepath: Path +): + # Validate matching extensions + assert input_file.suffix == staged_filepath.suffix + + # Validate length + staged_data = get_data(staged_filepath=staged_filepath) + assert len(staged_data) == configs.expected_count + + # Validate file + expected_filepath = configs.stager_output_path(input_path=input_file) + assert expected_filepath.exists(), f"{expected_filepath} does not exist" + assert expected_filepath.is_file(), f"{expected_filepath} is not a file" + if configs.detect_diff(expected_filepath=expected_filepath, current_filepath=staged_filepath): + raise AssertionError( + f"Current file ({staged_filepath}) does not match expected file: {expected_filepath}" + ) + + +def update_stager_fixtures(stager_output_path: Path, staged_filepath: Path): + copied_filepath = stager_output_path / staged_filepath.name + shutil.copy(staged_filepath, copied_filepath) + + +def get_data(staged_filepath: Path) -> list[dict]: + if staged_filepath.suffix == ".json": + with staged_filepath.open() as f: + return json.load(f) + elif staged_filepath.suffix == ".ndjson": + with staged_filepath.open() as f: + return ndjson.load(f) + else: + raise ValueError(f"Unsupported file type: {staged_filepath.suffix}") + + +def stager_validation( + stager: UploadStager, + tmp_dir: Path, + input_file: Path, + configs: StagerValidationConfigs, + overwrite_fixtures: bool = os.getenv("OVERWRITE_FIXTURES", "False").lower() == "true", +) -> None: + # Run stager + file_data = FileData( + source_identifiers=SourceIdentifiers(fullpath=input_file.name, filename=input_file.name), + connector_type=configs.test_id, + identifier="mock file data", + ) + staged_filepath = stager.run( + elements_filepath=input_file, + file_data=file_data, + output_dir=tmp_dir, + output_filename=input_file.name, + ) + if not overwrite_fixtures: + print("Running validation") + run_all_stager_validations( + configs=configs, input_file=input_file, staged_filepath=staged_filepath + ) + else: + print("Running fixtures update") + update_stager_fixtures( + stager_output_path=configs.stager_output_dir(), staged_filepath=staged_filepath + ) diff --git a/test/integration/connectors/utils/validation/equality.py b/test/integration/connectors/utils/validation/equality.py new file mode 100644 index 000000000..798d86f88 --- /dev/null +++ b/test/integration/connectors/utils/validation/equality.py @@ -0,0 +1,75 @@ +import json +from pathlib import Path + +import ndjson +from bs4 import BeautifulSoup +from deepdiff import DeepDiff + + +def json_equality_check(expected_filepath: Path, current_filepath: Path) -> bool: + with expected_filepath.open() as f: + expected_data = json.load(f) + with current_filepath.open() as f: + current_data = json.load(f) + diff = DeepDiff(expected_data, current_data) + if diff: + print("diff between expected and current json") + print(diff.to_json(indent=2)) + return False + return True + + +def ndjson_equality_check(expected_filepath: Path, current_filepath: Path) -> bool: + with expected_filepath.open() as f: + expected_data = ndjson.load(f) + with current_filepath.open() as f: + current_data = ndjson.load(f) + if len(current_data) != len(expected_data): + print( + f"expected data length {len(expected_data)} " + f"didn't match current results: {len(current_data)}" + ) + for i in range(len(expected_data)): + e = expected_data[i] + r = current_data[i] + if e != r: + print(f"{i}th element doesn't match:\nexpected {e}\ncurrent {r}") + return False + return True + + +def html_equality_check(expected_filepath: Path, current_filepath: Path) -> bool: + with expected_filepath.open() as expected_f: + expected_soup = BeautifulSoup(expected_f, "html.parser") + with current_filepath.open() as current_f: + current_soup = BeautifulSoup(current_f, "html.parser") + return expected_soup.text == current_soup.text + + +def txt_equality_check(expected_filepath: Path, current_filepath: Path) -> bool: + with expected_filepath.open() as expected_f: + expected_text_lines = expected_f.readlines() + with current_filepath.open() as current_f: + current_text_lines = current_f.readlines() + if len(expected_text_lines) != len(current_text_lines): + print( + f"Lines in expected text file ({len(expected_text_lines)}) " + f"don't match current text file ({len(current_text_lines)})" + ) + return False + expected_text = "\n".join(expected_text_lines) + current_text = "\n".join(current_text_lines) + if expected_text == current_text: + return True + print("txt content don't match:") + print(f"expected: {expected_text}") + print(f"current: {current_text}") + return False + + +file_type_equality_check = { + ".json": json_equality_check, + ".ndjson": ndjson_equality_check, + ".html": html_equality_check, + ".txt": txt_equality_check, +} diff --git a/test/integration/connectors/utils/validation.py b/test/integration/connectors/utils/validation/source.py similarity index 72% rename from test/integration/connectors/utils/validation.py rename to test/integration/connectors/utils/validation/source.py index 6ef0c14e2..83c9ed58c 100644 --- a/test/integration/connectors/utils/validation.py +++ b/test/integration/connectors/utils/validation/source.py @@ -1,83 +1,27 @@ -import filecmp import json import os import shutil -from dataclasses import dataclass, field, replace from pathlib import Path from typing import Callable, Optional -import pandas as pd -from bs4 import BeautifulSoup from deepdiff import DeepDiff +from pydantic import Field -from test.integration.connectors.utils.constants import expected_results_path +from test.integration.connectors.utils.validation.utils import ValidationConfig from unstructured_ingest.v2.interfaces import Downloader, FileData, Indexer -def json_equality_check(expected_filepath: Path, current_filepath: Path) -> bool: - expected_df = pd.read_csv(expected_filepath) - current_df = pd.read_csv(current_filepath) - if expected_df.equals(current_df): - return True - # Print diff - diff = expected_df.merge(current_df, indicator=True, how="left").loc[ - lambda x: x["_merge"] != "both" - ] - print("diff between expected and current df:") - print(diff) - return False - - -def html_equality_check(expected_filepath: Path, current_filepath: Path) -> bool: - with expected_filepath.open() as expected_f: - expected_soup = BeautifulSoup(expected_f, "html.parser") - with current_filepath.open() as current_f: - current_soup = BeautifulSoup(current_f, "html.parser") - return expected_soup.text == current_soup.text - - -def txt_equality_check(expected_filepath: Path, current_filepath: Path) -> bool: - with expected_filepath.open() as expected_f: - expected_text_lines = expected_f.readlines() - with current_filepath.open() as current_f: - current_text_lines = current_f.readlines() - if len(expected_text_lines) != len(current_text_lines): - print( - f"Lines in expected text file ({len(expected_text_lines)}) " - f"don't match current text file ({len(current_text_lines)})" - ) - return False - expected_text = "\n".join(expected_text_lines) - current_text = "\n".join(current_text_lines) - if expected_text == current_text: - return True - print("txt content don't match:") - print(f"expected: {expected_text}") - print(f"current: {current_text}") - return False - - -file_type_equality_check = { - ".json": json_equality_check, - ".html": html_equality_check, - ".txt": txt_equality_check, -} - - -@dataclass -class ValidationConfigs: - test_id: str +class SourceValidationConfigs(ValidationConfig): expected_number_indexed_file_data: Optional[int] = None expected_num_files: Optional[int] = None predownload_file_data_check: Optional[Callable[[FileData], None]] = None postdownload_file_data_check: Optional[Callable[[FileData], None]] = None - exclude_fields: list[str] = field( + exclude_fields: list[str] = Field( default_factory=lambda: ["local_download_path", "metadata.date_processed"] ) - exclude_fields_extend: list[str] = field(default_factory=list) + exclude_fields_extend: list[str] = Field(default_factory=list) validate_downloaded_files: bool = False validate_file_data: bool = True - downloaded_file_equality_check: Optional[Callable[[Path, Path], bool]] = None def get_exclude_fields(self) -> list[str]: exclude_fields = self.exclude_fields @@ -97,9 +41,6 @@ def run_download_dir_validation(self, download_dir: Path): downloaded_files = [p for p in download_dir.rglob("*") if p.is_file()] assert len(downloaded_files) == expected_num_files - def test_output_dir(self) -> Path: - return expected_results_path / self.test_id - def omit_ignored_fields(self, data: dict) -> dict: exclude_fields = self.get_exclude_fields() # Ignore fields that dynamically change every time the tests run @@ -143,14 +84,14 @@ def check_files_in_paths(expected_output_dir: Path, current_output_dir: Path): def check_contents( - expected_output_dir: Path, all_file_data: list[FileData], configs: ValidationConfigs + expected_output_dir: Path, all_file_data: list[FileData], configs: SourceValidationConfigs ): found_diff = False for file_data in all_file_data: file_data_path = expected_output_dir / f"{file_data.identifier}.json" with file_data_path.open("r") as file: expected_file_data_contents = json.load(file) - current_file_data_contents = file_data.to_dict() + current_file_data_contents = file_data.model_dump() expected_file_data_contents = configs.omit_ignored_fields(expected_file_data_contents) current_file_data_contents = configs.omit_ignored_fields(current_file_data_contents) diff = DeepDiff(expected_file_data_contents, current_file_data_contents) @@ -160,27 +101,10 @@ def check_contents( assert not found_diff, f"Diffs found between files: {found_diff}" -def detect_diff( - configs: ValidationConfigs, expected_filepath: Path, current_filepath: Path -) -> bool: - if expected_filepath.suffix != current_filepath.suffix: - return True - if downloaded_file_equality_check := configs.downloaded_file_equality_check: - return not downloaded_file_equality_check(expected_filepath, current_filepath) - current_suffix = expected_filepath.suffix - if current_suffix in file_type_equality_check: - equality_check_callable = file_type_equality_check[current_suffix] - return not equality_check_callable( - expected_filepath=expected_filepath, current_filepath=current_filepath - ) - # Fallback is using filecmp.cmp to compare the files - return not filecmp.cmp(expected_filepath, current_filepath, shallow=False) - - def check_raw_file_contents( expected_output_dir: Path, current_output_dir: Path, - configs: ValidationConfigs, + configs: SourceValidationConfigs, ): current_files = get_files(dir_path=current_output_dir) found_diff = False @@ -188,7 +112,7 @@ def check_raw_file_contents( for current_file in current_files: current_file_path = current_output_dir / current_file expected_file_path = expected_output_dir / current_file - if detect_diff(configs, expected_file_path, current_file_path): + if configs.detect_diff(expected_file_path, current_file_path): found_diff = True files.append(str(expected_file_path)) print(f"diffs between files {expected_file_path} and {current_file_path}") @@ -196,7 +120,7 @@ def check_raw_file_contents( def run_expected_results_validation( - expected_output_dir: Path, all_file_data: list[FileData], configs: ValidationConfigs + expected_output_dir: Path, all_file_data: list[FileData], configs: SourceValidationConfigs ): check_files(expected_output_dir=expected_output_dir, all_file_data=all_file_data) check_contents( @@ -207,7 +131,7 @@ def run_expected_results_validation( def run_expected_download_files_validation( expected_output_dir: Path, current_download_dir: Path, - configs: ValidationConfigs, + configs: SourceValidationConfigs, ): check_files_in_paths( expected_output_dir=expected_output_dir, current_output_dir=current_download_dir @@ -234,12 +158,12 @@ def update_fixtures( save_downloads: bool = False, save_filedata: bool = True, ): - # Delete current files - shutil.rmtree(path=output_dir, ignore_errors=True) - output_dir.mkdir(parents=True) # Rewrite the current file data + if not output_dir.exists(): + output_dir.mkdir(parents=True) if save_filedata: file_data_output_path = output_dir / "file_data" + shutil.rmtree(path=file_data_output_path, ignore_errors=True) print( f"Writing {len(all_file_data)} file data to " f"saved fixture location {file_data_output_path}" @@ -248,7 +172,7 @@ def update_fixtures( for file_data in all_file_data: file_data_path = file_data_output_path / f"{file_data.identifier}.json" with file_data_path.open(mode="w") as f: - json.dump(file_data.to_dict(), f, indent=2) + json.dump(file_data.model_dump(), f, indent=2) # Record file structure of download directory download_files = get_files(dir_path=download_dir) @@ -260,6 +184,7 @@ def update_fixtures( # If applicable, save raw downloads if save_downloads: raw_download_output_path = output_dir / "downloads" + shutil.rmtree(path=raw_download_output_path, ignore_errors=True) print( f"Writing {len(download_files)} downloaded files to " f"saved fixture location {raw_download_output_path}" @@ -268,7 +193,7 @@ def update_fixtures( def run_all_validations( - configs: ValidationConfigs, + configs: SourceValidationConfigs, predownload_file_data: list[FileData], postdownload_file_data: list[FileData], download_dir: Path, @@ -289,7 +214,10 @@ def run_all_validations( if configs.validate_file_data: run_expected_results_validation( expected_output_dir=test_output_dir / "file_data", - all_file_data=postdownload_file_data, + all_file_data=get_all_file_data( + all_predownload_file_data=predownload_file_data, + all_postdownload_file_data=postdownload_file_data, + ), configs=configs, ) download_files = get_files(dir_path=download_dir) @@ -305,10 +233,23 @@ def run_all_validations( ) +def get_all_file_data( + all_postdownload_file_data: list[FileData], all_predownload_file_data: list[FileData] +) -> list[FileData]: + all_file_data = all_postdownload_file_data + indexed_file_data = [ + fd + for fd in all_predownload_file_data + if fd.identifier not in [f.identifier for f in all_file_data] + ] + all_file_data += indexed_file_data + return all_file_data + + async def source_connector_validation( indexer: Indexer, downloader: Downloader, - configs: ValidationConfigs, + configs: SourceValidationConfigs, overwrite_fixtures: bool = os.getenv("OVERWRITE_FIXTURES", "False").lower() == "true", ) -> None: # Run common validations on the process of running a source connector, supporting dynamic @@ -322,7 +263,7 @@ async def source_connector_validation( test_output_dir = configs.test_output_dir() for file_data in indexer.run(): assert file_data - predownload_file_data = replace(file_data) + predownload_file_data = file_data.model_copy(deep=True) all_predownload_file_data.append(predownload_file_data) if downloader.is_async(): resp = await downloader.run_async(file_data=file_data) @@ -330,10 +271,10 @@ async def source_connector_validation( resp = downloader.run(file_data=file_data) if isinstance(resp, list): for r in resp: - postdownload_file_data = replace(r["file_data"]) + postdownload_file_data = r["file_data"].model_copy(deep=True) all_postdownload_file_data.append(postdownload_file_data) else: - postdownload_file_data = replace(resp["file_data"]) + postdownload_file_data = resp["file_data"].model_copy(deep=True) all_postdownload_file_data.append(postdownload_file_data) if not overwrite_fixtures: print("Running validation") @@ -349,7 +290,10 @@ async def source_connector_validation( update_fixtures( output_dir=test_output_dir, download_dir=download_dir, - all_file_data=all_postdownload_file_data, + all_file_data=get_all_file_data( + all_predownload_file_data=all_predownload_file_data, + all_postdownload_file_data=all_postdownload_file_data, + ), save_downloads=configs.validate_downloaded_files, save_filedata=configs.validate_file_data, ) diff --git a/test/integration/connectors/utils/validation/utils.py b/test/integration/connectors/utils/validation/utils.py new file mode 100644 index 000000000..b3ddd61ee --- /dev/null +++ b/test/integration/connectors/utils/validation/utils.py @@ -0,0 +1,36 @@ +import filecmp +import shutil +from pathlib import Path +from typing import Callable, Optional + +from pydantic import BaseModel + +from test.integration.connectors.utils.constants import expected_results_path +from test.integration.connectors.utils.validation.equality import file_type_equality_check + + +class ValidationConfig(BaseModel): + test_id: str + file_equality_check: Optional[Callable[[Path, Path], bool]] = None + + def test_output_dir(self) -> Path: + return expected_results_path / self.test_id + + def detect_diff(self, expected_filepath: Path, current_filepath: Path) -> bool: + if expected_filepath.suffix != current_filepath.suffix: + return True + if file_equality_check := self.file_equality_check: + return not file_equality_check(expected_filepath, current_filepath) + current_suffix = expected_filepath.suffix + if current_suffix in file_type_equality_check: + equality_check_callable = file_type_equality_check[current_suffix] + return not equality_check_callable( + expected_filepath=expected_filepath, current_filepath=current_filepath + ) + # Fallback is using filecmp.cmp to compare the files + return not filecmp.cmp(expected_filepath, current_filepath, shallow=False) + + +def reset_dir(dir_path: Path) -> None: + shutil.rmtree(path=dir_path, ignore_errors=True) + dir_path.mkdir(parents=True) diff --git a/test/integration/embedders/test_bedrock.py b/test/integration/embedders/test_bedrock.py index 6980620e0..e53b2ccdc 100644 --- a/test/integration/embedders/test_bedrock.py +++ b/test/integration/embedders/test_bedrock.py @@ -2,9 +2,12 @@ import os from pathlib import Path +import pytest + from test.integration.embedders.utils import validate_embedding_output, validate_raw_embedder from test.integration.utils import requires_env from unstructured_ingest.embed.bedrock import BedrockEmbeddingConfig, BedrockEmbeddingEncoder +from unstructured_ingest.v2.errors import UserAuthError, UserError from unstructured_ingest.v2.processes.embedder import Embedder, EmbedderConfig @@ -47,3 +50,28 @@ def test_raw_bedrock_embedder(embedder_file: Path): expected_dimensions=(1536,), expected_is_unit_vector=False, ) + + +def test_raw_bedrock_embedder_invalid_credentials(embedder_file: Path): + embedder = BedrockEmbeddingEncoder( + config=BedrockEmbeddingConfig( + aws_access_key_id="no_key", + aws_secret_access_key="no_secret", + ) + ) + with pytest.raises(UserAuthError): + embedder.get_exemplary_embedding() + + +@requires_env("AWS_ACCESS_KEY_ID", "AWS_SECRET_ACCESS_KEY") +def test_raw_bedrock_embedder_invalid_model(embedder_file: Path): + aws_credentials = get_aws_credentials() + embedder = BedrockEmbeddingEncoder( + config=BedrockEmbeddingConfig( + aws_access_key_id=aws_credentials["aws_access_key_id"], + aws_secret_access_key=aws_credentials["aws_secret_access_key"], + model_name="invalid_model", + ) + ) + with pytest.raises(UserError): + embedder.get_exemplary_embedding() diff --git a/test/integration/embedders/test_octoai.py b/test/integration/embedders/test_octoai.py index 3e9ff36c4..d1fd1a43a 100644 --- a/test/integration/embedders/test_octoai.py +++ b/test/integration/embedders/test_octoai.py @@ -2,9 +2,12 @@ import os from pathlib import Path +import pytest + from test.integration.embedders.utils import validate_embedding_output, validate_raw_embedder from test.integration.utils import requires_env from unstructured_ingest.embed.octoai import OctoAiEmbeddingConfig, OctoAIEmbeddingEncoder +from unstructured_ingest.v2.errors import UserAuthError from unstructured_ingest.v2.processes.embedder import Embedder, EmbedderConfig API_KEY = "OCTOAI_API_KEY" @@ -39,3 +42,14 @@ def test_raw_octoai_embedder(embedder_file: Path): validate_raw_embedder( embedder=embedder, embedder_file=embedder_file, expected_dimensions=(1024,) ) + + +@pytest.mark.skip(reason="Unexpected connection error at the moment") +def test_raw_octoai_embedder_invalid_credentials(): + embedder = OctoAIEmbeddingEncoder( + config=OctoAiEmbeddingConfig( + api_key="fake_api_key", + ) + ) + with pytest.raises(UserAuthError): + embedder.get_exemplary_embedding() diff --git a/test/integration/embedders/test_openai.py b/test/integration/embedders/test_openai.py index 1a146ba56..dd6784dfb 100644 --- a/test/integration/embedders/test_openai.py +++ b/test/integration/embedders/test_openai.py @@ -2,9 +2,12 @@ import os from pathlib import Path +import pytest + from test.integration.embedders.utils import validate_embedding_output, validate_raw_embedder from test.integration.utils import requires_env from unstructured_ingest.embed.openai import OpenAIEmbeddingConfig, OpenAIEmbeddingEncoder +from unstructured_ingest.v2.errors import UserAuthError from unstructured_ingest.v2.processes.embedder import Embedder, EmbedderConfig API_KEY = "OPENAI_API_KEY" @@ -39,3 +42,13 @@ def test_raw_openai_embedder(embedder_file: Path): validate_raw_embedder( embedder=embedder, embedder_file=embedder_file, expected_dimensions=(1536,) ) + + +def test_raw_openai_embedder_invalid_credentials(): + embedder = OpenAIEmbeddingEncoder( + config=OpenAIEmbeddingConfig( + api_key="fake_api_key", + ) + ) + with pytest.raises(UserAuthError): + embedder.get_exemplary_embedding() diff --git a/test/integration/embedders/test_togetherai.py b/test/integration/embedders/test_togetherai.py index b646764d1..d93f3b618 100644 --- a/test/integration/embedders/test_togetherai.py +++ b/test/integration/embedders/test_togetherai.py @@ -2,12 +2,15 @@ import os from pathlib import Path +import pytest + from test.integration.embedders.utils import validate_embedding_output, validate_raw_embedder from test.integration.utils 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ALL RIGHTS RESERVED. Technical Support: 1927 South Tryon Street Charlotte, NC 26203 (704) 372-9681 LEADTOOLS\u00ae for Win32 Raster Imaging Pro Version 18.0 Date: Feb 14 2014 Time: 16:52:29 You are licensed to use this program as described in the license agreement contained in the help file", + "metadata": { + "filetype": "image/tiff", + "languages": [ + "eng" + ], + "page_number": 6, + "filename": "multi_page_image.tif", + "data_source": {} + } + } +] \ No newline at end of file diff --git a/test/integration/partitioners/test_partitioner.py b/test/integration/partitioners/test_partitioner.py index bc31e3686..6292aae0c 100644 --- a/test/integration/partitioners/test_partitioner.py +++ b/test/integration/partitioners/test_partitioner.py @@ -3,9 +3,9 @@ from pathlib import Path import pytest -from unstructured_client.models.errors.sdkerror import SDKError from test.integration.utils import requires_env +from unstructured_ingest.v2.errors import UserError from unstructured_ingest.v2.processes.partitioner import Partitioner, PartitionerConfig int_test_dir = Path(__file__).parent @@ -71,5 +71,5 @@ async def test_partitioner_api_fast_error(partition_file: Path): strategy="fast", partition_by_api=True, api_key=api_key, partition_endpoint=api_url ) partitioner = Partitioner(config=partitioner_config) - with pytest.raises(SDKError): + with pytest.raises(UserError): await partitioner.run_async(filename=partition_file) diff --git a/test/unit/connector/test_milvus_stager.py b/test/unit/connector/test_milvus_stager.py index b51988d1f..cb479e477 100644 --- a/test/unit/connector/test_milvus_stager.py +++ b/test/unit/connector/test_milvus_stager.py @@ -75,9 +75,9 @@ def test_milvus_stager_processes_elements_correctly( if then_error: with pytest.raises(KeyError): - stager.conform_dict(data=given_element, file_data=FILE_DATA) + stager.conform_dict(element_dict=given_element, file_data=FILE_DATA) else: - staged_element = stager.conform_dict(data=given_element, file_data=FILE_DATA) + staged_element = stager.conform_dict(element_dict=given_element, file_data=FILE_DATA) assert staged_element == then_element @@ -133,7 +133,7 @@ def test_milvus_stager_processes_metadata_correctly( config = MilvusUploadStagerConfig(flatten_metadata=given_flatten_metadata) stager = MilvusUploadStager(upload_stager_config=config) - staged_element = stager.conform_dict(data=given_element, file_data=FILE_DATA) + staged_element = stager.conform_dict(element_dict=given_element, file_data=FILE_DATA) assert staged_element == then_element @@ -187,5 +187,5 @@ def test_milvus_stager_processes_metadata_correctly_when_using_include_list( ) stager = MilvusUploadStager(upload_stager_config=config) - staged_element = stager.conform_dict(data=given_element, file_data=FILE_DATA) + staged_element = stager.conform_dict(element_dict=given_element, file_data=FILE_DATA) assert staged_element == then_element diff --git a/test/unit/embed/test_octoai.py b/test/unit/embed/test_octoai.py index 054e54eb9..3593e9897 100644 --- a/test/unit/embed/test_octoai.py +++ b/test/unit/embed/test_octoai.py @@ -4,7 +4,14 @@ def test_embed_documents_does_not_break_element_to_dict(mocker): # Mocked client with the desired behavior for embed_documents mock_client = mocker.MagicMock() - mock_client.embed_documents.return_value = [1, 2] + mock_data = [] + for i in range(2): + data = mocker.MagicMock() + data.embedding = [1, 2] + mock_data.append(data) + mock_response = mocker.MagicMock() + mock_response.data = mock_data + mock_client.embeddings.create.return_value = mock_response # Mock get_client to return our mock_client mocker.patch.object(OctoAiEmbeddingConfig, "get_client", return_value=mock_client) diff --git a/test/unit/processes/connectors/test_pinecone.py b/test/unit/processes/connectors/test_pinecone.py index bb934b962..ba4dd526f 100644 --- a/test/unit/processes/connectors/test_pinecone.py +++ b/test/unit/processes/connectors/test_pinecone.py @@ -1,6 +1,6 @@ import pytest -from unstructured_ingest.v2.interfaces import FileData +from unstructured_ingest.v2.interfaces import FileData, SourceIdentifiers from unstructured_ingest.v2.processes.connectors.pinecone import ( CONNECTOR_TYPE, PineconeUploadStager, @@ -33,6 +33,7 @@ def test_conform_dict( file_data = FileData( connector_type=CONNECTOR_TYPE, identifier="pinecone_mock_id", + source_identifiers=SourceIdentifiers(filename="file.txt", fullpath="file.txt"), ) if metadata_fields is not None: stager = PineconeUploadStager( diff --git a/test_e2e/dest/chroma.sh b/test_e2e/dest/chroma.sh deleted file mode 100755 index 3444ac11c..000000000 --- a/test_e2e/dest/chroma.sh +++ /dev/null @@ -1,60 +0,0 @@ -#!/usr/bin/env bash - -set -e - -SRC_PATH=$(dirname "$(realpath "$0")") -SCRIPT_DIR=$(dirname "$SRC_PATH") -cd "$SCRIPT_DIR"/.. || exit 1 -OUTPUT_FOLDER_NAME=chroma-dest -OUTPUT_DIR=$SCRIPT_DIR/structured-output/$OUTPUT_FOLDER_NAME -WORK_DIR=$SCRIPT_DIR/workdir/$OUTPUT_FOLDER_NAME -DOWNLOAD_DIR=$SCRIPT_DIR/download/$OUTPUT_FOLDER_NAME -max_processes=${MAX_PROCESSES:=$(python3 -c "import os; print(os.cpu_count())")} -CI=${CI:-"false"} - -RANDOM_SUFFIX=$((RANDOM % 100000 + 1)) - -COLLECTION_NAME="chroma-test-output-$RANDOM_SUFFIX" - -# shellcheck disable=SC1091 -source "$SCRIPT_DIR"/cleanup.sh - -function cleanup() { - # Kill chroma background process - docker compose -f "$SCRIPT_DIR"/env_setup/chroma/docker-compose.yml down --remove-orphans -v - cleanup_dir "$OUTPUT_DIR" - cleanup_dir "$WORK_DIR" - if [ "$CI" == "true" ]; then - cleanup_dir "$DOWNLOAD_DIR" - fi -} - -trap cleanup EXIT - -# Run chroma from different script so it can be forced into background -docker compose -f "$SCRIPT_DIR"/env_setup/chroma/docker-compose.yml up -d --wait - -PYTHONPATH=. ./unstructured_ingest/main.py \ - local \ - --api-key "$UNS_PAID_API_KEY" \ - --partition-by-api \ - --partition-endpoint "https://api.unstructuredapp.io" \ - --num-processes "$max_processes" \ - --output-dir "$OUTPUT_DIR" \ - --strategy fast \ - --verbose \ - --input-path example-docs/book-war-and-peace-1p.txt \ - --work-dir "$WORK_DIR" \ - --chunking-strategy by_title \ - --chunk-max-characters 1500 \ - --chunk-multipage-sections \ - --embedding-provider "huggingface" \ - chroma \ - --host "localhost" \ - --port 8000 \ - --collection-name "$COLLECTION_NAME" \ - --tenant "default_tenant" \ - --database "default_database" \ - --batch-size 80 - -python "$SCRIPT_DIR"/python/test-ingest-chroma-output.py --collection-name "$COLLECTION_NAME" diff --git a/test_e2e/env_setup/chroma/docker-compose.yml b/test_e2e/env_setup/chroma/docker-compose.yml deleted file mode 100644 index ac798800c..000000000 --- a/test_e2e/env_setup/chroma/docker-compose.yml +++ /dev/null @@ -1,10 +0,0 @@ -services: - chroma: - image: chromadb/chroma:latest - ports: - - "8000:8000" - healthcheck: - test: timeout 10s bash -c ':> /dev/tcp/127.0.0.1/8000' || exit 1 - interval: 5s - timeout: 10s - retries: 3 diff --git a/test_e2e/env_setup/kafka/create-kafka-instance.sh b/test_e2e/env_setup/kafka/create-kafka-instance.sh index df9a0b589..a942a63ae 100755 --- a/test_e2e/env_setup/kafka/create-kafka-instance.sh +++ b/test_e2e/env_setup/kafka/create-kafka-instance.sh @@ -4,7 +4,7 @@ set -e SCRIPT_DIR=$(dirname "$(realpath "$0")") -# Create the Weaviate instance +# Create the Kafka instance docker compose version docker compose -f "$SCRIPT_DIR"/docker-compose.yml up --wait docker compose -f "$SCRIPT_DIR"/docker-compose.yml ps diff --git a/test_e2e/expected-structured-output/couchbase/unstructured-10748.json b/test_e2e/expected-structured-output/couchbase/unstructured-10748.txt.json similarity index 92% rename from test_e2e/expected-structured-output/couchbase/unstructured-10748.json rename to test_e2e/expected-structured-output/couchbase/unstructured-10748.txt.json index ef965db1b..f9563e038 100644 --- a/test_e2e/expected-structured-output/couchbase/unstructured-10748.json +++ b/test_e2e/expected-structured-output/couchbase/unstructured-10748.txt.json @@ -4,13 +4,13 @@ "element_id": "470542e5ae8f22f3aa1b31118fa9ac40", "text": "LOCAIR", "metadata": { - "filename": "unstructured-10748.txt", "languages": [ "eng" ], + "filename": "unstructured-10748.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -31,13 +31,13 @@ "element_id": "a7d213674255037dc5f657f54af0a5af", "text": "airline", "metadata": { - "filename": "unstructured-10748.txt", "languages": [ "eng" ], + "filename": "unstructured-10748.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -58,13 +58,13 @@ "element_id": "22db043bfcb2a0e12aee99bcfbeec2ca", "text": "airline_10748", "metadata": { - "filename": "unstructured-10748.txt", "languages": [ "eng" ], + "filename": "unstructured-10748.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -85,13 +85,13 @@ "element_id": "45fb0b4e778a1427a6d383234d9c1ba0", "text": "inventory", "metadata": { - "filename": "unstructured-10748.txt", "languages": [ "eng" ], + "filename": "unstructured-10748.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -112,13 +112,13 @@ "element_id": "24fbfeb901eb07fda549a7a42bcf249d", "text": "United States", "metadata": { - "filename": "unstructured-10748.txt", "languages": [ "eng" ], + "filename": "unstructured-10748.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -139,13 +139,13 @@ "element_id": "d02a5176b14e904a66045d8ee95e9a16", "text": "ZQ", "metadata": { - "filename": "unstructured-10748.txt", "languages": [ "eng" ], + "filename": "unstructured-10748.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -166,13 +166,13 @@ "element_id": "9f5679af63718475e2ca931aac11277f", "text": "LOC", "metadata": { - "filename": "unstructured-10748.txt", "languages": [ "eng" ], + "filename": "unstructured-10748.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -193,13 +193,13 @@ "element_id": "1b5ed28b5115b39cd1463dfd4f268cf0", "text": "10748", "metadata": { - "filename": "unstructured-10748.txt", "languages": [ "eng" ], + "filename": "unstructured-10748.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -220,13 +220,13 @@ "element_id": "af1d04a071aa892d54ab7391df223aa3", "text": "Locair", "metadata": { - "filename": "unstructured-10748.txt", "languages": [ "eng" ], + "filename": "unstructured-10748.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -247,13 +247,13 @@ "element_id": "6ec5ec0c3f1aa7e1d92cd8bef5e10cd2", "text": "airline", "metadata": { - "filename": "unstructured-10748.txt", "languages": [ "eng" ], + "filename": "unstructured-10748.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", diff --git a/test_e2e/expected-structured-output/couchbase/unstructured-1543.json b/test_e2e/expected-structured-output/couchbase/unstructured-1543.txt.json similarity index 92% rename from test_e2e/expected-structured-output/couchbase/unstructured-1543.json rename to test_e2e/expected-structured-output/couchbase/unstructured-1543.txt.json index 7051f3396..0b26cc2ea 100644 --- a/test_e2e/expected-structured-output/couchbase/unstructured-1543.json +++ b/test_e2e/expected-structured-output/couchbase/unstructured-1543.txt.json @@ -4,13 +4,13 @@ "element_id": "bb4d8bebc7c7954f3e6e696da43c4221", "text": "BEE MED", "metadata": { - "filename": "unstructured-1543.txt", "languages": [ "eng" ], + "filename": "unstructured-1543.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -31,13 +31,13 @@ "element_id": "3cb8e237496b6719457c867c06dc31ea", "text": "airline", "metadata": { - "filename": "unstructured-1543.txt", "languages": [ "eng" ], + "filename": "unstructured-1543.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -58,13 +58,13 @@ "element_id": "cfe38b907d980201d9faf57a6e62d9ce", "text": "airline_1543", "metadata": { - "filename": "unstructured-1543.txt", "languages": [ "eng" ], + "filename": "unstructured-1543.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -85,13 +85,13 @@ "element_id": "9f788a0d7d66f56bb16b496ec9dbbaeb", "text": "inventory", "metadata": { - "filename": "unstructured-1543.txt", "languages": [ "eng" ], + "filename": "unstructured-1543.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -112,13 +112,13 @@ "element_id": "10eced54e07863b4c954934a2604c12a", "text": "United Kingdom", "metadata": { - "filename": "unstructured-1543.txt", "languages": [ "eng" ], + "filename": "unstructured-1543.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -139,13 +139,13 @@ "element_id": "e6be0e191b31d5a3b470105b43266d2d", "text": "KJ", "metadata": { - "filename": "unstructured-1543.txt", "languages": [ "eng" ], + "filename": "unstructured-1543.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -166,13 +166,13 @@ "element_id": "1a539de1680625c6b966c64d3b92309c", "text": "LAJ", "metadata": { - "filename": "unstructured-1543.txt", "languages": [ "eng" ], + "filename": "unstructured-1543.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -193,13 +193,13 @@ "element_id": "b6794ffb4b5427798174da171e2ff752", "text": "1543", "metadata": { - "filename": "unstructured-1543.txt", "languages": [ "eng" ], + "filename": "unstructured-1543.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -220,13 +220,13 @@ "element_id": "ccccfb77a57e268d3345d0646c055f59", "text": "British Mediterranean Airways", "metadata": { - "filename": "unstructured-1543.txt", "languages": [ "eng" ], + "filename": "unstructured-1543.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -247,13 +247,13 @@ "element_id": "e773b2f9794fc4b0e454ff30637b45f7", "text": "airline", "metadata": { - "filename": "unstructured-1543.txt", "languages": [ "eng" ], + "filename": "unstructured-1543.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", diff --git a/test_e2e/expected-structured-output/couchbase/unstructured-16264.json b/test_e2e/expected-structured-output/couchbase/unstructured-16264.txt.json similarity index 92% rename from test_e2e/expected-structured-output/couchbase/unstructured-16264.json rename to test_e2e/expected-structured-output/couchbase/unstructured-16264.txt.json index 9e51fc909..df0525740 100644 --- a/test_e2e/expected-structured-output/couchbase/unstructured-16264.json +++ b/test_e2e/expected-structured-output/couchbase/unstructured-16264.txt.json @@ -4,13 +4,13 @@ "element_id": "4c46ea52f3dd94b701b1ff6ff127b4b2", "text": "None", "metadata": { - "filename": "unstructured-16264.txt", "languages": [ "eng" ], + "filename": "unstructured-16264.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -31,13 +31,13 @@ "element_id": "53c1d0e2f23b37dd9f52cf63689fbe39", "text": "airline", "metadata": { - "filename": "unstructured-16264.txt", "languages": [ "eng" ], + "filename": "unstructured-16264.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -58,13 +58,13 @@ "element_id": "16fa667c9762eedc6490182df843523d", "text": "airline_16264", "metadata": { - "filename": "unstructured-16264.txt", "languages": [ "eng" ], + "filename": "unstructured-16264.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -85,13 +85,13 @@ "element_id": "abfe3078a30290059dcb510c7c8c94de", "text": "inventory", "metadata": { - "filename": "unstructured-16264.txt", "languages": [ "eng" ], + "filename": "unstructured-16264.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -112,13 +112,13 @@ "element_id": "f5d0bbb3999f3d72fa2a3b501a6f1640", "text": "United States", "metadata": { - "filename": "unstructured-16264.txt", "languages": [ "eng" ], + "filename": "unstructured-16264.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -139,13 +139,13 @@ "element_id": "532cc071e1e4cb35f6a364ae10b213ca", "text": "T6", "metadata": { - "filename": "unstructured-16264.txt", "languages": [ "eng" ], + "filename": "unstructured-16264.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -166,13 +166,13 @@ "element_id": "ec963c1221649a11cee02c73367880df", "text": "TP6", "metadata": { - "filename": "unstructured-16264.txt", "languages": [ "eng" ], + "filename": "unstructured-16264.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -193,13 +193,13 @@ "element_id": "601ef15e4cb13ac163a8416e093b8846", "text": "16264", "metadata": { - "filename": "unstructured-16264.txt", "languages": [ "eng" ], + "filename": "unstructured-16264.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -220,13 +220,13 @@ "element_id": "3aa7e5e250e11c0a771d5740d5995d66", "text": "Trans Pas Air", "metadata": { - "filename": "unstructured-16264.txt", "languages": [ "eng" ], + "filename": "unstructured-16264.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -247,13 +247,13 @@ "element_id": "eef90975c2584d1bf560392843d93ada", "text": "airline", "metadata": { - "filename": "unstructured-16264.txt", "languages": [ "eng" ], + "filename": "unstructured-16264.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", diff --git a/test_e2e/expected-structured-output/couchbase/unstructured-1739.json b/test_e2e/expected-structured-output/couchbase/unstructured-1739.txt.json similarity index 92% rename from test_e2e/expected-structured-output/couchbase/unstructured-1739.json rename to test_e2e/expected-structured-output/couchbase/unstructured-1739.txt.json index 995ee1613..00f0ff489 100644 --- a/test_e2e/expected-structured-output/couchbase/unstructured-1739.json +++ b/test_e2e/expected-structured-output/couchbase/unstructured-1739.txt.json @@ -4,13 +4,13 @@ "element_id": "6f83f1705e9bdfbacef79a9c8a7fa3f2", "text": "CHAUTAUQUA", "metadata": { - "filename": "unstructured-1739.txt", "languages": [ "eng" ], + "filename": "unstructured-1739.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -31,13 +31,13 @@ "element_id": "b335e995cb7ac9af8aebd454d004cfeb", "text": "airline", "metadata": { - "filename": "unstructured-1739.txt", "languages": [ "eng" ], + "filename": "unstructured-1739.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -58,13 +58,13 @@ "element_id": "f2cab231d830cc71bf480efcc3f99604", "text": "airline_1739", "metadata": { - "filename": "unstructured-1739.txt", "languages": [ "eng" ], + "filename": "unstructured-1739.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -85,13 +85,13 @@ "element_id": "d38254ae63238ba409322bca79469308", "text": "inventory", "metadata": { - "filename": "unstructured-1739.txt", "languages": [ "eng" ], + "filename": "unstructured-1739.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -112,13 +112,13 @@ "element_id": "842391567d2bc07f41f38cf7123f4741", "text": "United States", "metadata": { - "filename": "unstructured-1739.txt", "languages": [ "eng" ], + "filename": "unstructured-1739.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -139,13 +139,13 @@ "element_id": "43af1a187faa47901ab9a7b1a6b88d3f", "text": "RP", "metadata": { - "filename": "unstructured-1739.txt", "languages": [ "eng" ], + "filename": "unstructured-1739.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -166,13 +166,13 @@ "element_id": "c67600301f329fb5996af95d1185c5b5", "text": "CHQ", "metadata": { - "filename": "unstructured-1739.txt", "languages": [ "eng" ], + "filename": "unstructured-1739.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -193,13 +193,13 @@ "element_id": "b993c79f841df2ea59ca2ae7d91ab174", "text": "1739", "metadata": { - "filename": "unstructured-1739.txt", "languages": [ "eng" ], + "filename": "unstructured-1739.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -220,13 +220,13 @@ "element_id": "683065e141694f72292d8bef94f9231b", "text": "Chautauqua Airlines", "metadata": { - "filename": "unstructured-1739.txt", "languages": [ "eng" ], + "filename": "unstructured-1739.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -247,13 +247,13 @@ "element_id": "69e095ef1862ad4bfdbe9b7b6debbdd7", "text": "airline", "metadata": { - "filename": "unstructured-1739.txt", "languages": [ "eng" ], + "filename": "unstructured-1739.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", diff --git a/test_e2e/expected-structured-output/couchbase/unstructured-3494.json b/test_e2e/expected-structured-output/couchbase/unstructured-3494.txt.json similarity index 92% rename from test_e2e/expected-structured-output/couchbase/unstructured-3494.json rename to test_e2e/expected-structured-output/couchbase/unstructured-3494.txt.json index 5886b771e..e34086e29 100644 --- a/test_e2e/expected-structured-output/couchbase/unstructured-3494.json +++ b/test_e2e/expected-structured-output/couchbase/unstructured-3494.txt.json @@ -4,13 +4,13 @@ "element_id": "316ec3d24dd199e7f1d05cd220260cdb", "text": "MIDWAY", "metadata": { - "filename": "unstructured-3494.txt", "languages": [ "eng" ], + "filename": "unstructured-3494.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -31,13 +31,13 @@ "element_id": "93b8a2d76a5d31b642dc6d328ce39024", "text": "airline", "metadata": { - "filename": "unstructured-3494.txt", "languages": [ "eng" ], + "filename": "unstructured-3494.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -58,13 +58,13 @@ "element_id": "ef5ef8431990e3b49b64fcf71b516707", "text": "airline_3494", "metadata": { - "filename": "unstructured-3494.txt", "languages": [ "eng" ], + "filename": "unstructured-3494.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -85,13 +85,13 @@ "element_id": "eaf9c352f40237f3197c81674003fea6", "text": "inventory", "metadata": { - "filename": "unstructured-3494.txt", "languages": [ "eng" ], + "filename": "unstructured-3494.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -112,13 +112,13 @@ "element_id": "92737ddc67d35f9fa9fe1cc6e6d8a57c", "text": "United States", "metadata": { - "filename": "unstructured-3494.txt", "languages": [ "eng" ], + "filename": "unstructured-3494.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -139,13 +139,13 @@ "element_id": "65948931f1a8e8f6b26a4fb7a0d3df35", "text": "JI", "metadata": { - "filename": "unstructured-3494.txt", "languages": [ "eng" ], + "filename": "unstructured-3494.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -166,13 +166,13 @@ "element_id": "dcb5e10bc3e23f5862351117f1827acf", "text": "MDW", "metadata": { - "filename": "unstructured-3494.txt", "languages": [ "eng" ], + "filename": "unstructured-3494.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -193,13 +193,13 @@ "element_id": "20bcb89312f7591fa1bee79268139ba7", "text": "3494", "metadata": { - "filename": "unstructured-3494.txt", "languages": [ "eng" ], + "filename": "unstructured-3494.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -220,13 +220,13 @@ "element_id": "f2d628cc532dcb51eb0e9c7ef14b76e2", "text": "Midway Airlines", "metadata": { - "filename": "unstructured-3494.txt", "languages": [ "eng" ], + "filename": "unstructured-3494.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", @@ -247,13 +247,13 @@ "element_id": "5ee70bef18416716a43dcdf0283e50ea", "text": "airline", "metadata": { - "filename": "unstructured-3494.txt", "languages": [ "eng" ], + "filename": "unstructured-3494.txt", "filetype": "text/plain", "data_source": { - "url": null, + "url": "couchbase://localhost/unstructured", "version": null, "record_locator": { "connection_string": "couchbase://localhost", diff --git a/test_e2e/expected-structured-output/google-drive/fake.docx.json b/test_e2e/expected-structured-output/google-drive/fake.docx.json index 429748d09..525151945 100644 --- a/test_e2e/expected-structured-output/google-drive/fake.docx.json +++ b/test_e2e/expected-structured-output/google-drive/fake.docx.json @@ -17,6 +17,13 @@ "date_created": "1686809759.687", "date_modified": "1686809743.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -29,31 +36,24 @@ "pendingOwner": false }, { - "id": "09147371668407854156", - "displayName": "roman", + "id": "04774006893477068632", + "displayName": "ryan", "type": "user", "kind": "drive#permission", - "photoLink": "https://lh3.googleusercontent.com/a-/ALV-UjWoGrFCgXcF6CtiBIBLnAfM68qUnQaJOcgvg3qzfQ3W8Ch6dA=s64", - "emailAddress": "roman@unstructured.io", - "role": "writer", + "photoLink": "https://lh3.googleusercontent.com/a-/ALV-UjXeWpu7QcZuYqIl3p1mwqzS8XGFJ4RqA3Xjljfkm1DcFZ9M7A=s64", + "emailAddress": "ryan@unstructured.io", + "role": "owner", "deleted": false, "pendingOwner": false }, { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, - { - "id": "04774006893477068632", - "displayName": "ryan", + "id": "09147371668407854156", + "displayName": "roman", "type": "user", "kind": "drive#permission", - "photoLink": "https://lh3.googleusercontent.com/a-/ALV-UjXeWpu7QcZuYqIl3p1mwqzS8XGFJ4RqA3Xjljfkm1DcFZ9M7A=s64", - "emailAddress": "ryan@unstructured.io", - "role": "owner", + "photoLink": "https://lh3.googleusercontent.com/a-/ALV-UjWoGrFCgXcF6CtiBIBLnAfM68qUnQaJOcgvg3qzfQ3W8Ch6dA=s64", + "emailAddress": "roman@unstructured.io", + "role": "writer", "deleted": false, "pendingOwner": false } diff --git a/test_e2e/expected-structured-output/google-drive/nested/fake.docx.json b/test_e2e/expected-structured-output/google-drive/nested/fake.docx.json index cadad69aa..30a9bb172 100644 --- a/test_e2e/expected-structured-output/google-drive/nested/fake.docx.json +++ b/test_e2e/expected-structured-output/google-drive/nested/fake.docx.json @@ -17,6 +17,13 @@ "date_created": "1718722775.76", "date_modified": "1718722788.018", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -39,13 +46,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", diff --git a/test_e2e/expected-structured-output/google-drive/recalibrating-risk-report.pdf.json b/test_e2e/expected-structured-output/google-drive/recalibrating-risk-report.pdf.json index 9d82efa90..f457b1257 100644 --- a/test_e2e/expected-structured-output/google-drive/recalibrating-risk-report.pdf.json +++ b/test_e2e/expected-structured-output/google-drive/recalibrating-risk-report.pdf.json @@ -17,6 +17,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -39,13 +46,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -80,6 +80,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -102,13 +109,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -143,6 +143,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -165,13 +172,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -206,6 +206,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -228,13 +235,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -269,6 +269,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -291,13 +298,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -332,6 +332,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -354,13 +361,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -395,6 +395,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -417,13 +424,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -458,6 +458,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -480,13 +487,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -521,6 +521,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -543,13 +550,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -584,6 +584,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -606,13 +613,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -647,6 +647,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -669,13 +676,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -710,6 +710,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -732,13 +739,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -773,6 +773,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -795,13 +802,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -836,6 +836,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -858,13 +865,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -899,6 +899,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -921,13 +928,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -962,6 +962,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -984,13 +991,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -1025,6 +1025,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -1047,13 +1054,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -1088,6 +1088,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -1110,13 +1117,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -1152,10 +1152,17 @@ "date_modified": "1676196572.0", "permissions_data": [ { - "id": "18298851591250030956", - "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", - "type": "user", - "kind": "drive#permission", + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, + { + "id": "18298851591250030956", + "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", + "type": "user", + "kind": "drive#permission", "photoLink": "https://lh3.googleusercontent.com/a/ACg8ocJok2KRwwYvrEDkeZVCYosHOMoa52GZa2qIIC1jScCRoFLHaQ=s64", "emailAddress": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", "role": "writer", @@ -1173,13 +1180,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -1214,6 +1214,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -1236,13 +1243,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -1277,6 +1277,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -1299,13 +1306,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -1340,6 +1340,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -1362,13 +1369,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -1403,6 +1403,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -1425,13 +1432,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -1466,6 +1466,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -1488,13 +1495,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -1529,6 +1529,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -1551,13 +1558,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -1592,6 +1592,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -1614,13 +1621,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -1655,6 +1655,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -1677,13 +1684,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -1718,6 +1718,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -1740,13 +1747,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -1781,6 +1781,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -1803,13 +1810,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -1844,6 +1844,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -1866,13 +1873,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -1907,6 +1907,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -1929,13 +1936,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -1970,6 +1970,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -1992,13 +1999,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -2033,6 +2033,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -2055,13 +2062,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -2096,6 +2096,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -2118,13 +2125,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -2159,6 +2159,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -2181,13 +2188,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -2222,6 +2222,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -2244,13 +2251,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -2285,6 +2285,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -2307,13 +2314,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -2348,6 +2348,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -2370,13 +2377,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -2411,6 +2411,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -2433,13 +2440,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -2474,6 +2474,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -2496,13 +2503,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -2537,6 +2537,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -2559,13 +2566,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -2600,6 +2600,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -2622,13 +2629,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -2663,6 +2663,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -2685,13 +2692,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -2726,6 +2726,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -2748,13 +2755,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -2789,6 +2789,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -2811,13 +2818,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -2852,6 +2852,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -2874,13 +2881,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -2915,6 +2915,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -2937,13 +2944,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -2978,6 +2978,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -3000,13 +3007,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -3041,6 +3041,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -3063,13 +3070,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -3104,6 +3104,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -3126,13 +3133,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -3167,6 +3167,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -3189,13 +3196,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -3230,6 +3230,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -3252,13 +3259,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -3293,6 +3293,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -3315,13 +3322,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -3356,6 +3356,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -3378,13 +3385,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -3419,6 +3419,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -3441,13 +3448,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -3482,6 +3482,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -3504,13 +3511,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -3545,6 +3545,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -3567,13 +3574,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -3608,6 +3608,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -3630,13 +3637,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -3671,6 +3671,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -3693,13 +3700,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -3734,6 +3734,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -3756,13 +3763,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -3797,6 +3797,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -3819,13 +3826,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -3860,6 +3860,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -3882,13 +3889,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -3923,6 +3923,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -3945,13 +3952,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -3986,6 +3986,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -4008,13 +4015,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -4049,6 +4049,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -4071,13 +4078,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -4112,6 +4112,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -4134,13 +4141,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -4175,6 +4175,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -4197,13 +4204,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -4238,6 +4238,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -4260,13 +4267,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -4301,6 +4301,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -4323,13 +4330,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -4364,6 +4364,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -4386,13 +4393,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -4427,6 +4427,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -4449,13 +4456,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -4490,6 +4490,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -4507,17 +4514,10 @@ "type": "user", "kind": "drive#permission", "photoLink": "https://lh3.googleusercontent.com/a-/ALV-UjXeWpu7QcZuYqIl3p1mwqzS8XGFJ4RqA3Xjljfkm1DcFZ9M7A=s64", - "emailAddress": "ryan@unstructured.io", - "role": "writer", - "deleted": false, - "pendingOwner": false - }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false + "emailAddress": "ryan@unstructured.io", + "role": "writer", + "deleted": false, + "pendingOwner": false }, { "id": "09147371668407854156", @@ -4553,6 +4553,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -4575,13 +4582,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -4616,6 +4616,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -4638,13 +4645,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -4679,6 +4679,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -4701,13 +4708,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -4742,6 +4742,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -4764,13 +4771,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -4805,6 +4805,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -4827,13 +4834,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -4868,6 +4868,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -4890,13 +4897,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -4931,6 +4931,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -4953,13 +4960,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -4994,6 +4994,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -5016,13 +5023,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -5057,6 +5057,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -5079,13 +5086,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -5120,6 +5120,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -5142,13 +5149,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -5183,6 +5183,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -5205,13 +5212,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -5246,6 +5246,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -5268,13 +5275,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -5309,6 +5309,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -5331,13 +5338,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -5372,6 +5372,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -5394,13 +5401,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -5435,6 +5435,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -5457,13 +5464,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -5498,6 +5498,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -5520,13 +5527,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -5561,6 +5561,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -5583,13 +5590,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", @@ -5624,6 +5624,13 @@ "date_created": "1718723636.34", "date_modified": "1676196572.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -5646,13 +5653,6 @@ "deleted": false, "pendingOwner": false }, - { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, { "id": "09147371668407854156", "displayName": "roman", diff --git a/test_e2e/expected-structured-output/google-drive/test-drive-doc.docx.json b/test_e2e/expected-structured-output/google-drive/test-drive-doc.docx.json index 4637deab9..38fce8df4 100644 --- a/test_e2e/expected-structured-output/google-drive/test-drive-doc.docx.json +++ b/test_e2e/expected-structured-output/google-drive/test-drive-doc.docx.json @@ -22,6 +22,13 @@ "date_created": "1686809758.931", "date_modified": "1686809744.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -34,31 +41,24 @@ "pendingOwner": false }, { - "id": "09147371668407854156", - "displayName": "roman", + "id": "04774006893477068632", + "displayName": "ryan", "type": "user", "kind": "drive#permission", - "photoLink": "https://lh3.googleusercontent.com/a-/ALV-UjWoGrFCgXcF6CtiBIBLnAfM68qUnQaJOcgvg3qzfQ3W8Ch6dA=s64", - "emailAddress": "roman@unstructured.io", - "role": "writer", + "photoLink": "https://lh3.googleusercontent.com/a-/ALV-UjXeWpu7QcZuYqIl3p1mwqzS8XGFJ4RqA3Xjljfkm1DcFZ9M7A=s64", + "emailAddress": "ryan@unstructured.io", + "role": "owner", "deleted": false, "pendingOwner": false }, { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, - { - "id": "04774006893477068632", - "displayName": "ryan", + "id": "09147371668407854156", + "displayName": "roman", "type": "user", "kind": "drive#permission", - "photoLink": "https://lh3.googleusercontent.com/a-/ALV-UjXeWpu7QcZuYqIl3p1mwqzS8XGFJ4RqA3Xjljfkm1DcFZ9M7A=s64", - "emailAddress": "ryan@unstructured.io", - "role": "owner", + "photoLink": "https://lh3.googleusercontent.com/a-/ALV-UjWoGrFCgXcF6CtiBIBLnAfM68qUnQaJOcgvg3qzfQ3W8Ch6dA=s64", + "emailAddress": "roman@unstructured.io", + "role": "writer", "deleted": false, "pendingOwner": false } @@ -90,6 +90,13 @@ "date_created": "1686809758.931", "date_modified": "1686809744.0", "permissions_data": [ + { + "id": "anyoneWithLink", + "type": "anyone", + "kind": "drive#permission", + "role": "reader", + "allowFileDiscovery": false + }, { "id": "18298851591250030956", "displayName": "ingest@unstructured-ingest-test.iam.gserviceaccount.com", @@ -102,31 +109,24 @@ "pendingOwner": false }, { - "id": "09147371668407854156", - "displayName": "roman", + "id": "04774006893477068632", + "displayName": "ryan", "type": "user", "kind": "drive#permission", - "photoLink": "https://lh3.googleusercontent.com/a-/ALV-UjWoGrFCgXcF6CtiBIBLnAfM68qUnQaJOcgvg3qzfQ3W8Ch6dA=s64", - "emailAddress": "roman@unstructured.io", - "role": "writer", + "photoLink": "https://lh3.googleusercontent.com/a-/ALV-UjXeWpu7QcZuYqIl3p1mwqzS8XGFJ4RqA3Xjljfkm1DcFZ9M7A=s64", + "emailAddress": "ryan@unstructured.io", + "role": "owner", "deleted": false, "pendingOwner": false }, { - "id": "anyoneWithLink", - "type": "anyone", - "kind": "drive#permission", - "role": "reader", - "allowFileDiscovery": false - }, - { - "id": "04774006893477068632", - "displayName": "ryan", + "id": "09147371668407854156", + "displayName": "roman", "type": "user", "kind": "drive#permission", - "photoLink": "https://lh3.googleusercontent.com/a-/ALV-UjXeWpu7QcZuYqIl3p1mwqzS8XGFJ4RqA3Xjljfkm1DcFZ9M7A=s64", - "emailAddress": "ryan@unstructured.io", - "role": "owner", + "photoLink": "https://lh3.googleusercontent.com/a-/ALV-UjWoGrFCgXcF6CtiBIBLnAfM68qUnQaJOcgvg3qzfQ3W8Ch6dA=s64", + "emailAddress": "roman@unstructured.io", + "role": "writer", "deleted": false, "pendingOwner": false } diff --git a/test_e2e/python/test-ingest-chroma-output.py b/test_e2e/python/test-ingest-chroma-output.py deleted file mode 100755 index dc15a5540..000000000 --- a/test_e2e/python/test-ingest-chroma-output.py +++ /dev/null @@ -1,29 +0,0 @@ -import chromadb -import click - - -@click.command() -@click.option("--collection-name", type=str) -def run_check(collection_name): - print(f"Checking contents of Chroma collection: {collection_name}") - - chroma_client = chromadb.HttpClient(host="localhost", port=8000) - - collection = chroma_client.get_or_create_collection(name=collection_name) - - number_of_embeddings = collection.count() - expected_embeddings = 3 - print( - f"# of embeddings in collection vs expected: {number_of_embeddings}/{expected_embeddings}" - ) - - assert number_of_embeddings == expected_embeddings, ( - f"Number of rows in generated table ({number_of_embeddings}) " - f"doesn't match expected value: {expected_embeddings}" - ) - - print("Table check complete") - - -if __name__ == "__main__": - run_check() diff --git a/test_e2e/src/box.sh b/test_e2e/src/box.sh index 441d50218..2e0a3a256 100755 --- a/test_e2e/src/box.sh +++ b/test_e2e/src/box.sh @@ -27,22 +27,18 @@ function cleanup() { } trap cleanup EXIT -if [ -z "$BOX_APP_CONFIG" ] && [ -z "$BOX_APP_CONFIG_PATH" ]; then - echo "Skipping Box ingest test because neither BOX_APP_CONFIG nor BOX_APP_CONFIG_PATH env vars are set." +if [ -z "$BOX_APP_CONFIG" ]; then + echo "Skipping Box ingest test because BOX_APP_CONFIG env var is not set." exit 8 fi -if [ -z "$BOX_APP_CONFIG_PATH" ]; then - # Create temporary service key file - BOX_APP_CONFIG_PATH=$(mktemp) - echo "$BOX_APP_CONFIG" >"$BOX_APP_CONFIG_PATH" - +# Make sure the BOX_APP_CONFIG is valid JSON +echo "Checking valid JSON in BOX_APP_CONFIG environment variable" +if ! echo "$BOX_APP_CONFIG" | jq 'keys' >/dev/null; then + echo "BOX_APP_CONFIG does not contain valid JSON. Exiting." + exit 1 fi -# Make sure valid json -echo "Checking valid json at file $BOX_APP_CONFIG_PATH" -jq 'keys' <"$BOX_APP_CONFIG_PATH" - RUN_SCRIPT=${RUN_SCRIPT:-./unstructured_ingest/main.py} PYTHONPATH=${PYTHONPATH:-.} "$RUN_SCRIPT" \ box \ @@ -50,7 +46,7 @@ PYTHONPATH=${PYTHONPATH:-.} "$RUN_SCRIPT" \ --partition-by-api \ --partition-endpoint "https://api.unstructuredapp.io" \ --download-dir "$DOWNLOAD_DIR" \ - --box-app-config "$BOX_APP_CONFIG_PATH" \ + --box-app-config "$BOX_APP_CONFIG" \ --remote-url box://utic-test-ingest-fixtures \ --metadata-exclude coordinates,filename,file_directory,metadata.data_source.date_processed,metadata.last_modified,metadata.detection_class_prob,metadata.parent_id,metadata.category_depth \ --output-dir "$OUTPUT_DIR" \ diff --git a/test_e2e/test-dest.sh b/test_e2e/test-dest.sh index dbf3d7845..1f1a325c3 100755 --- a/test_e2e/test-dest.sh +++ b/test_e2e/test-dest.sh @@ -17,7 +17,6 @@ export OMP_THREAD_LIMIT=1 all_tests=( 'azure.sh' 'box.sh' - 'chroma.sh' # 'clarifai.sh' 'couchbase.sh' 'dropbox.sh' diff --git a/unstructured_ingest/__version__.py b/unstructured_ingest/__version__.py index 5417231d0..5d08f71ba 100644 --- a/unstructured_ingest/__version__.py +++ b/unstructured_ingest/__version__.py @@ -1 +1 @@ -__version__ = "0.3.7-dev6" # pragma: no cover +__version__ = "0.3.12-dev4" # pragma: no cover diff --git a/unstructured_ingest/embed/bedrock.py b/unstructured_ingest/embed/bedrock.py index 33eba3dc5..31a47d5f4 100644 --- a/unstructured_ingest/embed/bedrock.py +++ b/unstructured_ingest/embed/bedrock.py @@ -6,7 +6,9 @@ from pydantic import Field, SecretStr from unstructured_ingest.embed.interfaces import BaseEmbeddingEncoder, EmbeddingConfig +from unstructured_ingest.logger import logger from unstructured_ingest.utils.dep_check import requires_dependencies +from unstructured_ingest.v2.errors import ProviderError, RateLimitError, UserAuthError, UserError if TYPE_CHECKING: from botocore.client import BaseClient @@ -44,6 +46,32 @@ def get_client(self) -> "BedrockClient": class BedrockEmbeddingEncoder(BaseEmbeddingEncoder): config: BedrockEmbeddingConfig + def wrap_error(self, e: Exception) -> Exception: + from botocore.exceptions import ClientError + + if isinstance(e, ClientError): + # https://docs.aws.amazon.com/awssupport/latest/APIReference/CommonErrors.html + http_response = e.response + meta = http_response["ResponseMetadata"] + http_response_code = meta["HTTPStatusCode"] + error_code = http_response["Error"]["Code"] + if http_response_code == 400: + if error_code == "ValidationError": + return UserError(http_response["Error"]) + elif error_code == "ThrottlingException": + return RateLimitError(http_response["Error"]) + elif error_code == "NotAuthorized" or error_code == "AccessDeniedException": + return UserAuthError(http_response["Error"]) + if http_response_code == 403: + return UserAuthError(http_response["Error"]) + if 400 <= http_response_code < 500: + return UserError(http_response["Error"]) + if http_response_code >= 500: + return ProviderError(http_response["Error"]) + + logger.error(f"unhandled exception from bedrock: {e}", exc_info=True) + return e + def embed_query(self, query: str) -> list[float]: """Call out to Bedrock embedding endpoint.""" # replace newlines, which can negatively affect performance. @@ -61,25 +89,25 @@ def embed_query(self, query: str) -> list[float]: input_body["inputText"] = text body = json.dumps(input_body) + bedrock_client = self.config.get_client() + # invoke bedrock API try: - bedrock_client = self.config.get_client() - # invoke bedrock API response = bedrock_client.invoke_model( body=body, modelId=self.config.embed_model_name, accept="application/json", contentType="application/json", ) - - # format output based on provider - response_body = json.loads(response.get("body").read()) - if provider == "cohere": - return response_body.get("embeddings")[0] - else: - # includes common provider == "amazon" - return response_body.get("embedding") except Exception as e: - raise ValueError(f"Error raised by inference endpoint: {e}") + raise self.wrap_error(e=e) + + # format output based on provider + response_body = json.loads(response.get("body").read()) + if provider == "cohere": + return response_body.get("embeddings")[0] + else: + # includes common provider == "amazon" + return response_body.get("embedding") def embed_documents(self, elements: list[dict]) -> list[dict]: embeddings = [self.embed_query(query=e.get("text", "")) for e in elements] diff --git a/unstructured_ingest/embed/interfaces.py b/unstructured_ingest/embed/interfaces.py index 2171ec7e0..5a694a5ed 100644 --- a/unstructured_ingest/embed/interfaces.py +++ b/unstructured_ingest/embed/interfaces.py @@ -17,6 +17,11 @@ def initialize(self): """Initializes the embedding encoder class. Should also validate the instance is properly configured: e.g., embed a single a element""" + def wrap_error(self, e: Exception) -> Exception: + """Handle errors from the embedding service. Should raise a more informative error + if possible""" + return e + @property def num_of_dimensions(self) -> tuple[int, ...]: exemplary_embedding = self.get_exemplary_embedding() diff --git a/unstructured_ingest/embed/octoai.py b/unstructured_ingest/embed/octoai.py index d10544e27..db7efebca 100644 --- a/unstructured_ingest/embed/octoai.py +++ b/unstructured_ingest/embed/octoai.py @@ -4,7 +4,15 @@ from pydantic import Field, SecretStr from unstructured_ingest.embed.interfaces import BaseEmbeddingEncoder, EmbeddingConfig +from unstructured_ingest.logger import logger from unstructured_ingest.utils.dep_check import requires_dependencies +from unstructured_ingest.v2.errors import ( + ProviderError, + QuotaError, + RateLimitError, + UserAuthError, + UserError, +) if TYPE_CHECKING: from openai import OpenAI @@ -30,12 +38,45 @@ def get_client(self) -> "OpenAI": class OctoAIEmbeddingEncoder(BaseEmbeddingEncoder): config: OctoAiEmbeddingConfig + def wrap_error(self, e: Exception) -> Exception: + # https://platform.openai.com/docs/guides/error-codes/api-errors + from openai import APIStatusError + + if not isinstance(e, APIStatusError): + logger.error(f"unhandled exception from openai: {e}", exc_info=True) + raise e + error_code = e.code + if 400 <= e.status_code < 500: + # user error + if e.status_code == 401: + return UserAuthError(e.message) + if e.status_code == 429: + # 429 indicates rate limit exceeded and quote exceeded + if error_code == "insufficient_quota": + return QuotaError(e.message) + else: + return RateLimitError(e.message) + return UserError(e.message) + if e.status_code >= 500: + return ProviderError(e.message) + logger.error(f"unhandled exception from openai: {e}", exc_info=True) + return e + def embed_query(self, query: str): - client = self.config.get_client() - response = client.embeddings.create(input=query, model=self.config.embedder_model_name) + try: + client = self.config.get_client() + response = client.embeddings.create(input=query, model=self.config.embedder_model_name) + except Exception as e: + raise self.wrap_error(e=e) return response.data[0].embedding def embed_documents(self, elements: list[dict]) -> list[dict]: - embeddings = [self.embed_query(e.get("text", "")) for e in elements] + texts = [e.get("text", "") for e in elements] + try: + client = self.config.get_client() + response = client.embeddings.create(input=texts, model=self.config.embedder_model_name) + except Exception as e: + raise self.wrap_error(e=e) + embeddings = [data.embedding for data in response.data] elements_with_embeddings = self._add_embeddings_to_elements(elements, embeddings) return elements_with_embeddings diff --git a/unstructured_ingest/embed/openai.py b/unstructured_ingest/embed/openai.py index 1b6f92b5c..d2df8e611 100644 --- a/unstructured_ingest/embed/openai.py +++ b/unstructured_ingest/embed/openai.py @@ -4,7 +4,15 @@ from pydantic import Field, SecretStr from unstructured_ingest.embed.interfaces import BaseEmbeddingEncoder, EmbeddingConfig +from unstructured_ingest.logger import logger from unstructured_ingest.utils.dep_check import requires_dependencies +from unstructured_ingest.v2.errors import ( + ProviderError, + QuotaError, + RateLimitError, + UserAuthError, + UserError, +) if TYPE_CHECKING: from openai import OpenAI @@ -25,9 +33,37 @@ def get_client(self) -> "OpenAI": class OpenAIEmbeddingEncoder(BaseEmbeddingEncoder): config: OpenAIEmbeddingConfig + def wrap_error(self, e: Exception) -> Exception: + # https://platform.openai.com/docs/guides/error-codes/api-errors + from openai import APIStatusError + + if not isinstance(e, APIStatusError): + logger.error(f"unhandled exception from openai: {e}", exc_info=True) + raise e + error_code = e.code + if 400 <= e.status_code < 500: + # user error + if e.status_code == 401: + return UserAuthError(e.message) + if e.status_code == 429: + # 429 indicates rate limit exceeded and quote exceeded + if error_code == "insufficient_quota": + return QuotaError(e.message) + else: + return RateLimitError(e.message) + return UserError(e.message) + if e.status_code >= 500: + return ProviderError(e.message) + logger.error(f"unhandled exception from openai: {e}", exc_info=True) + return e + def embed_query(self, query: str) -> list[float]: + client = self.config.get_client() - response = client.embeddings.create(input=query, model=self.config.embedder_model_name) + try: + response = client.embeddings.create(input=query, model=self.config.embedder_model_name) + except Exception as e: + raise self.wrap_error(e=e) return response.data[0].embedding def embed_documents(self, elements: list[dict]) -> list[dict]: diff --git a/unstructured_ingest/embed/togetherai.py b/unstructured_ingest/embed/togetherai.py index 75039bc80..65b944c07 100644 --- a/unstructured_ingest/embed/togetherai.py +++ b/unstructured_ingest/embed/togetherai.py @@ -4,7 +4,15 @@ from pydantic import Field, SecretStr from unstructured_ingest.embed.interfaces import BaseEmbeddingEncoder, EmbeddingConfig +from unstructured_ingest.logger import logger from unstructured_ingest.utils.dep_check import requires_dependencies +from unstructured_ingest.v2.errors import ( + RateLimitError as CustomRateLimitError, +) +from unstructured_ingest.v2.errors import ( + UserAuthError, + UserError, +) if TYPE_CHECKING: from together import Together @@ -27,6 +35,20 @@ def get_client(self) -> "Together": class TogetherAIEmbeddingEncoder(BaseEmbeddingEncoder): config: TogetherAIEmbeddingConfig + def wrap_error(self, e: Exception) -> Exception: + # https://docs.together.ai/docs/error-codes + from together.error import AuthenticationError, RateLimitError, TogetherException + + if not isinstance(e, TogetherException): + logger.error(f"unhandled exception from openai: {e}", exc_info=True) + return e + message = e.args[0] + if isinstance(e, AuthenticationError): + return UserAuthError(message) + if isinstance(e, RateLimitError): + return CustomRateLimitError(message) + return UserError(message) + def embed_query(self, query: str) -> list[float]: return self._embed_documents(elements=[query])[0] @@ -36,5 +58,10 @@ def embed_documents(self, elements: list[dict]) -> list[dict]: def _embed_documents(self, elements: list[str]) -> list[list[float]]: client = self.config.get_client() - outputs = client.embeddings.create(model=self.config.embedder_model_name, input=elements) + try: + outputs = client.embeddings.create( + model=self.config.embedder_model_name, input=elements + ) + except Exception as e: + raise self.wrap_error(e=e) return [outputs.data[i].embedding for i in range(len(elements))] diff --git a/unstructured_ingest/embed/voyageai.py b/unstructured_ingest/embed/voyageai.py index ccd994c6a..6761d2254 100644 --- a/unstructured_ingest/embed/voyageai.py +++ b/unstructured_ingest/embed/voyageai.py @@ -4,7 +4,16 @@ from pydantic import Field, SecretStr from unstructured_ingest.embed.interfaces import BaseEmbeddingEncoder, EmbeddingConfig +from unstructured_ingest.logger import logger from unstructured_ingest.utils.dep_check import requires_dependencies +from unstructured_ingest.v2.errors import ( + ProviderError, + UserAuthError, + UserError, +) +from unstructured_ingest.v2.errors import ( + RateLimitError as CustomRateLimitError, +) if TYPE_CHECKING: from voyageai import Client as VoyageAIClient @@ -38,9 +47,32 @@ def get_client(self) -> "VoyageAIClient": class VoyageAIEmbeddingEncoder(BaseEmbeddingEncoder): config: VoyageAIEmbeddingConfig + def wrap_error(self, e: Exception) -> Exception: + # https://docs.voyageai.com/docs/error-codes + from voyageai.error import AuthenticationError, RateLimitError, VoyageError + + if not isinstance(e, VoyageError): + logger.error(f"unhandled exception from openai: {e}", exc_info=True) + raise e + http_code = e.http_status + message = e.user_message + if isinstance(e, AuthenticationError): + return UserAuthError(message) + if isinstance(e, RateLimitError): + return CustomRateLimitError(message) + if 400 <= http_code < 500: + return UserError(message) + if http_code >= 500: + return ProviderError(message) + logger.error(f"unhandled exception from openai: {e}", exc_info=True) + return e + def _embed_documents(self, elements: list[str]) -> list[list[float]]: client: VoyageAIClient = self.config.get_client() - response = client.embed(texts=elements, model=self.config.embedder_model_name) + try: + response = client.embed(texts=elements, model=self.config.embedder_model_name) + except Exception as e: + self.wrap_error(e=e) return response.embeddings def embed_documents(self, elements: list[dict]) -> list[dict]: diff --git a/unstructured_ingest/utils/chunking.py b/unstructured_ingest/utils/chunking.py index 239dffdbb..365cf700e 100644 --- a/unstructured_ingest/utils/chunking.py +++ b/unstructured_ingest/utils/chunking.py @@ -1,4 +1,7 @@ +import base64 import hashlib +import json +import zlib from itertools import groupby @@ -43,3 +46,11 @@ def assign_and_map_hash_ids(elements: list[dict]) -> list[dict]: e["metadata"]["parent_id"] = old_to_new_mapping[parent_id] return elements + + +def elements_from_base64_gzipped_json(raw_s: str) -> list[dict]: + decoded_b64_bytes = base64.b64decode(raw_s) + elements_json_bytes = zlib.decompress(decoded_b64_bytes) + elements_json_str = elements_json_bytes.decode("utf-8") + element_dicts = json.loads(elements_json_str) + return element_dicts diff --git a/unstructured_ingest/utils/data_prep.py b/unstructured_ingest/utils/data_prep.py index 465157e58..7dd3f0908 100644 --- a/unstructured_ingest/utils/data_prep.py +++ b/unstructured_ingest/utils/data_prep.py @@ -1,8 +1,10 @@ import itertools import json from datetime import datetime +from pathlib import Path from typing import Any, Generator, Iterable, Optional, Sequence, TypeVar, cast +import ndjson import pandas as pd DATE_FORMATS = ("%Y-%m-%d", "%Y-%m-%dT%H:%M:%S", "%Y-%m-%d+%H:%M:%S", "%Y-%m-%dT%H:%M:%S%z") @@ -131,3 +133,37 @@ def validate_date_args(date: Optional[str] = None) -> bool: f"The argument {date} does not satisfy the format:" f" YYYY-MM-DD or YYYY-MM-DDTHH:MM:SS or YYYY-MM-DD+HH:MM:SS or YYYY-MM-DDTHH:MM:SS±HHMM", ) + + +def get_data(path: Path) -> list[dict]: + with path.open() as f: + if path.suffix == ".json": + return json.load(f) + elif path.suffix == ".ndjson": + return ndjson.load(f) + elif path.suffix == ".csv": + df = pd.read_csv(path) + return df.to_dict(orient="records") + elif path.suffix == ".parquet": + df = pd.read_parquet(path) + return df.to_dict(orient="records") + else: + raise ValueError(f"Unsupported file type: {path}") + + +def get_data_df(path: Path) -> pd.DataFrame: + with path.open() as f: + if path.suffix == ".json": + data = json.load(f) + return pd.DataFrame(data=data) + elif path.suffix == ".ndjson": + data = ndjson.load(f) + return pd.DataFrame(data=data) + elif path.suffix == ".csv": + df = pd.read_csv(path) + return df + elif path.suffix == ".parquet": + df = pd.read_parquet(path) + return df + else: + raise ValueError(f"Unsupported file type: {path}") diff --git a/unstructured_ingest/v2/errors.py b/unstructured_ingest/v2/errors.py new file mode 100644 index 000000000..086e0b41b --- /dev/null +++ b/unstructured_ingest/v2/errors.py @@ -0,0 +1,18 @@ +class UserError(Exception): + pass + + +class UserAuthError(UserError): + pass + + +class RateLimitError(UserError): + pass + + +class QuotaError(UserError): + pass + + +class ProviderError(Exception): + pass diff --git a/unstructured_ingest/v2/examples/vectara.py b/unstructured_ingest/v2/examples/vectara.py new file mode 100644 index 000000000..acd26c1e0 --- /dev/null +++ b/unstructured_ingest/v2/examples/vectara.py @@ -0,0 +1,54 @@ +from pathlib import Path + +from unstructured_ingest.v2.interfaces import ProcessorConfig +from unstructured_ingest.v2.logger import logger +from unstructured_ingest.v2.pipeline.pipeline import Pipeline +from unstructured_ingest.v2.processes.chunker import ChunkerConfig +from unstructured_ingest.v2.processes.connectors.local import ( + LocalConnectionConfig, + LocalDownloaderConfig, + LocalIndexerConfig, +) +from unstructured_ingest.v2.processes.connectors.vectara import ( + CONNECTOR_TYPE, + VectaraAccessConfig, + VectaraConnectionConfig, + VectaraUploaderConfig, + VectaraUploadStagerConfig, +) +from unstructured_ingest.v2.processes.embedder import EmbedderConfig +from unstructured_ingest.v2.processes.partitioner import PartitionerConfig + +base_path = Path(__file__).parent.parent.parent.parent +docs_path = base_path / "example-docs" +work_dir = base_path / "tmp_ingest" / CONNECTOR_TYPE +output_path = work_dir / "output" +download_path = work_dir / "download" + +if __name__ == "__main__": + logger.info(f"writing all content in: {work_dir.resolve()}") + Pipeline.from_configs( + context=ProcessorConfig(work_dir=str(work_dir.resolve())), + indexer_config=LocalIndexerConfig(input_path=str(docs_path.resolve()) + "/multisimple/"), + downloader_config=LocalDownloaderConfig(download_dir=download_path), + source_connection_config=LocalConnectionConfig(), + partitioner_config=PartitionerConfig(strategy="fast"), + chunker_config=ChunkerConfig( + chunking_strategy="by_title", + chunk_include_orig_elements=False, + chunk_max_characters=1500, + chunk_multipage_sections=True, + ), + embedder_config=EmbedderConfig(embedding_provider="huggingface"), + destination_connection_config=VectaraConnectionConfig( + access_config=VectaraAccessConfig( + oauth_client_id="fill oauth_client_id", oauth_secret="fill oauth_secret" + ), + customer_id="fill customer_id", + corpus_name="fill corpus_name", + corpus_key="fill corpus_key", + token_url="fill token_url", + ), + stager_config=VectaraUploadStagerConfig(batch_size=10), + uploader_config=VectaraUploaderConfig(), + ).run() diff --git a/unstructured_ingest/v2/examples/weaviate.py b/unstructured_ingest/v2/examples/weaviate.py index aedd2e3e1..f8bc08732 100644 --- a/unstructured_ingest/v2/examples/weaviate.py +++ b/unstructured_ingest/v2/examples/weaviate.py @@ -9,11 +9,11 @@ LocalDownloaderConfig, LocalIndexerConfig, ) -from unstructured_ingest.v2.processes.connectors.weaviate import ( +from unstructured_ingest.v2.processes.connectors.weaviate.local import ( CONNECTOR_TYPE, - WeaviateConnectionConfig, - WeaviateUploaderConfig, - WeaviateUploadStagerConfig, + LocalWeaviateConnectionConfig, + LocalWeaviateUploaderConfig, + LocalWeaviateUploadStagerConfig, ) from unstructured_ingest.v2.processes.embedder import EmbedderConfig from unstructured_ingest.v2.processes.partitioner import PartitionerConfig @@ -34,12 +34,11 @@ partitioner_config=PartitionerConfig(strategy="fast"), chunker_config=ChunkerConfig(chunking_strategy="by_title"), embedder_config=EmbedderConfig(embedding_provider="huggingface"), - destination_connection_config=WeaviateConnectionConfig( - host_url="http://localhost:8080", - class_name="elements", - access_config=None, - anonymous=True, + destination_connection_config=LocalWeaviateConnectionConfig( + # Connects to http://localhost:8080 + ), + stager_config=LocalWeaviateUploadStagerConfig(), + uploader_config=LocalWeaviateUploaderConfig( + collection="elements", batch_size=10, dynamic_batch=False ), - stager_config=WeaviateUploadStagerConfig(), - uploader_config=WeaviateUploaderConfig(batch_size=10), ).run() diff --git a/unstructured_ingest/v2/interfaces/__init__.py b/unstructured_ingest/v2/interfaces/__init__.py index 36b691b94..6ba9e071c 100644 --- a/unstructured_ingest/v2/interfaces/__init__.py +++ b/unstructured_ingest/v2/interfaces/__init__.py @@ -1,6 +1,6 @@ from .connector import AccessConfig, BaseConnector, ConnectionConfig from .downloader import Downloader, DownloaderConfig, DownloadResponse, download_responses -from .file_data import FileData, FileDataSourceMetadata, SourceIdentifiers +from .file_data import BatchFileData, BatchItem, FileData, FileDataSourceMetadata, SourceIdentifiers from .indexer import Indexer, IndexerConfig from .process import BaseProcess from .processor import ProcessorConfig @@ -27,4 +27,6 @@ "ConnectionConfig", "BaseConnector", "FileDataSourceMetadata", + "BatchFileData", + "BatchItem", ] diff --git a/unstructured_ingest/v2/interfaces/file_data.py b/unstructured_ingest/v2/interfaces/file_data.py index de83fc4f0..e3a9a0ddd 100644 --- a/unstructured_ingest/v2/interfaces/file_data.py +++ b/unstructured_ingest/v2/interfaces/file_data.py @@ -1,13 +1,14 @@ import json -from dataclasses import dataclass, field from pathlib import Path -from typing import Any, Literal, Optional +from typing import Any, Optional +from uuid import NAMESPACE_DNS, uuid5 -from dataclasses_json import DataClassJsonMixin +from pydantic import BaseModel, Field, ValidationError, field_validator, model_validator +from unstructured_ingest.v2.logger import logger -@dataclass -class SourceIdentifiers: + +class SourceIdentifiers(BaseModel): filename: str fullpath: str rel_path: Optional[str] = None @@ -21,8 +22,7 @@ def relative_path(self) -> str: return self.rel_path or self.fullpath -@dataclass -class FileDataSourceMetadata(DataClassJsonMixin): +class FileDataSourceMetadata(BaseModel): url: Optional[str] = None version: Optional[str] = None record_locator: Optional[dict[str, Any]] = None @@ -33,14 +33,12 @@ class FileDataSourceMetadata(DataClassJsonMixin): filesize_bytes: Optional[int] = None -@dataclass -class FileData(DataClassJsonMixin): +class FileData(BaseModel): identifier: str connector_type: str - source_identifiers: Optional[SourceIdentifiers] = None - doc_type: Literal["file", "batch"] = field(default="file") - metadata: FileDataSourceMetadata = field(default_factory=lambda: FileDataSourceMetadata()) - additional_metadata: dict[str, Any] = field(default_factory=dict) + source_identifiers: SourceIdentifiers + metadata: FileDataSourceMetadata = Field(default_factory=lambda: FileDataSourceMetadata()) + additional_metadata: dict[str, Any] = Field(default_factory=dict) reprocess: bool = False local_download_path: Optional[str] = None display_name: Optional[str] = None @@ -52,11 +50,67 @@ def from_file(cls, path: str) -> "FileData": raise ValueError(f"file path not valid: {path}") with open(str(path.resolve()), "rb") as f: file_data_dict = json.load(f) - file_data = FileData.from_dict(file_data_dict) + file_data = cls.model_validate(file_data_dict) return file_data + @classmethod + def cast(cls, file_data: "FileData", **kwargs) -> "FileData": + file_data_dict = file_data.model_dump() + return cls.model_validate(file_data_dict, **kwargs) + def to_file(self, path: str) -> None: path = Path(path).resolve() path.parent.mkdir(parents=True, exist_ok=True) with open(str(path.resolve()), "w") as f: - json.dump(self.to_dict(), f, indent=2) + json.dump(self.model_dump(), f, indent=2) + + +class BatchItem(BaseModel): + identifier: str + version: Optional[str] = None + + +class BatchFileData(FileData): + identifier: str = Field(init=False) + batch_items: list[BatchItem] + source_identifiers: Optional[SourceIdentifiers] = None + + @field_validator("batch_items") + @classmethod + def check_batch_items(cls, v: list[BatchItem]) -> list[BatchItem]: + if not v: + raise ValueError("batch items cannot be empty") + all_identifiers = [item.identifier for item in v] + if len(all_identifiers) != len(set(all_identifiers)): + raise ValueError(f"duplicate identifiers: {all_identifiers}") + sorted_batch_items = sorted(v, key=lambda item: item.identifier) + return sorted_batch_items + + @model_validator(mode="before") + @classmethod + def populate_identifier(cls, data: Any) -> Any: + if isinstance(data, dict) and "identifier" not in data: + batch_items = data["batch_items"] + identifier_data = json.dumps( + {item.identifier: item.version for item in batch_items}, sort_keys=True + ) + data["identifier"] = str(uuid5(NAMESPACE_DNS, str(identifier_data))) + return data + + +def file_data_from_file(path: str) -> FileData: + try: + return BatchFileData.from_file(path=path) + except ValidationError: + logger.debug(f"{path} not valid for batch file data") + + return FileData.from_file(path=path) + + +def file_data_from_dict(data: dict) -> FileData: + try: + return BatchFileData.model_validate(data) + except ValidationError: + logger.debug(f"{data} not valid for batch file data") + + return FileData.model_validate(data) diff --git a/unstructured_ingest/v2/interfaces/upload_stager.py b/unstructured_ingest/v2/interfaces/upload_stager.py index 57b59f12e..52113056d 100644 --- a/unstructured_ingest/v2/interfaces/upload_stager.py +++ b/unstructured_ingest/v2/interfaces/upload_stager.py @@ -1,8 +1,10 @@ -from abc import ABC, abstractmethod +import json +from abc import ABC from dataclasses import dataclass from pathlib import Path from typing import Any, TypeVar +import ndjson from pydantic import BaseModel from unstructured_ingest.v2.interfaces.file_data import FileData @@ -20,16 +22,78 @@ class UploadStagerConfig(BaseModel): class UploadStager(BaseProcess, ABC): upload_stager_config: UploadStagerConfigT - @abstractmethod + def write_output(self, output_path: Path, data: list[dict]) -> None: + if output_path.suffix == ".json": + with output_path.open("w") as f: + json.dump(data, f, indent=2) + elif output_path.suffix == ".ndjson": + with output_path.open("w") as f: + ndjson.dump(data, f) + else: + raise ValueError(f"Unsupported output format: {output_path}") + + def get_data(self, elements_filepath: Path) -> list[dict]: + if elements_filepath.suffix == ".json": + with elements_filepath.open() as f: + return json.load(f) + elif elements_filepath.suffix == ".ndjson": + with elements_filepath.open() as f: + return ndjson.load(f) + else: + raise ValueError(f"Unsupported input format: {elements_filepath}") + + def conform_dict(self, element_dict: dict, file_data: FileData) -> dict: + return element_dict + + def get_output_path(self, output_filename: str, output_dir: Path) -> Path: + output_path = Path(output_filename) + output_filename = f"{Path(output_filename).stem}{output_path.suffix}" + output_path = Path(output_dir) / Path(f"{output_filename}") + output_path.parent.mkdir(parents=True, exist_ok=True) + return output_path + + def stream_update(self, input_file: Path, output_file: Path, file_data: FileData) -> None: + with input_file.open() as in_f: + reader = ndjson.reader(in_f) + with output_file.open("w") as out_f: + writer = ndjson.writer(out_f) + for element in reader: + conformed_element = self.conform_dict(element_dict=element, file_data=file_data) + writer.writerow(row=conformed_element) + writer.f.flush() + + def process_whole(self, input_file: Path, output_file: Path, file_data: FileData) -> None: + with input_file.open() as in_f: + elements_contents = json.load(in_f) + + conformed_elements = [ + self.conform_dict(element_dict=element, file_data=file_data) + for element in elements_contents + ] + + with open(output_file, "w") as out_f: + json.dump(conformed_elements, out_f, indent=2) + def run( self, elements_filepath: Path, file_data: FileData, output_dir: Path, output_filename: str, - **kwargs: Any + **kwargs: Any, ) -> Path: - pass + output_file = self.get_output_path(output_filename=output_filename, output_dir=output_dir) + if elements_filepath.suffix == ".ndjson": + self.stream_update( + input_file=elements_filepath, output_file=output_file, file_data=file_data + ) + elif elements_filepath.suffix == ".json": + self.process_whole( + input_file=elements_filepath, output_file=output_file, file_data=file_data + ) + else: + raise ValueError(f"Unsupported file extension: {elements_filepath}") + return output_file async def run_async( self, @@ -37,12 +101,12 @@ async def run_async( file_data: FileData, output_dir: Path, output_filename: str, - **kwargs: Any + **kwargs: Any, ) -> Path: return self.run( elements_filepath=elements_filepath, output_dir=output_dir, output_filename=output_filename, file_data=file_data, - **kwargs + **kwargs, ) diff --git a/unstructured_ingest/v2/interfaces/uploader.py b/unstructured_ingest/v2/interfaces/uploader.py index ca2024148..dc7682c8a 100644 --- a/unstructured_ingest/v2/interfaces/uploader.py +++ b/unstructured_ingest/v2/interfaces/uploader.py @@ -5,6 +5,7 @@ from pydantic import BaseModel +from unstructured_ingest.utils.data_prep import get_data from unstructured_ingest.v2.interfaces.connector import BaseConnector from unstructured_ingest.v2.interfaces.file_data import FileData from unstructured_ingest.v2.interfaces.process import BaseProcess @@ -38,7 +39,15 @@ def run_batch(self, contents: list[UploadContent], **kwargs: Any) -> None: raise NotImplementedError() def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: - raise NotImplementedError() + data = get_data(path=path) + self.run_data(data=data, file_data=file_data, **kwargs) async def run_async(self, path: Path, file_data: FileData, **kwargs: Any) -> None: - return self.run(contents=[UploadContent(path=path, file_data=file_data)], **kwargs) + data = get_data(path=path) + await self.run_data_async(data=data, file_data=file_data, **kwargs) + + def run_data(self, data: list[dict], file_data: FileData, **kwargs: Any) -> None: + raise NotImplementedError() + + async def run_data_async(self, data: list[dict], file_data: FileData, **kwargs: Any) -> None: + return self.run_data(data=data, file_data=file_data, **kwargs) diff --git a/unstructured_ingest/v2/pipeline/steps/chunk.py b/unstructured_ingest/v2/pipeline/steps/chunk.py index 0ae051699..519dcc8f9 100644 --- a/unstructured_ingest/v2/pipeline/steps/chunk.py +++ b/unstructured_ingest/v2/pipeline/steps/chunk.py @@ -6,6 +6,7 @@ from typing import Callable, Optional, TypedDict from unstructured_ingest.v2.interfaces import FileData +from unstructured_ingest.v2.interfaces.file_data import file_data_from_file from unstructured_ingest.v2.logger import logger from unstructured_ingest.v2.pipeline.interfaces import PipelineStep from unstructured_ingest.v2.processes.chunker import Chunker @@ -51,7 +52,7 @@ async def _run_async( self, fn: Callable, path: str, file_data_path: str, **kwargs ) -> ChunkStepResponse: path = Path(path) - file_data = FileData.from_file(path=file_data_path) + file_data = file_data_from_file(path=file_data_path) output_filepath = self.get_output_filepath(filename=path) if not self.should_chunk(filepath=output_filepath, file_data=file_data): logger.debug(f"skipping chunking, output already exists: {output_filepath}") diff --git a/unstructured_ingest/v2/pipeline/steps/download.py b/unstructured_ingest/v2/pipeline/steps/download.py index 66a24d58e..929abb196 100644 --- a/unstructured_ingest/v2/pipeline/steps/download.py +++ b/unstructured_ingest/v2/pipeline/steps/download.py @@ -8,6 +8,7 @@ from unstructured_ingest.v2.interfaces import FileData, download_responses from unstructured_ingest.v2.interfaces.downloader import Downloader +from unstructured_ingest.v2.interfaces.file_data import file_data_from_file from unstructured_ingest.v2.logger import logger from unstructured_ingest.v2.pipeline.interfaces import PipelineStep from unstructured_ingest.v2.utils import serialize_base_model_json @@ -87,12 +88,12 @@ def update_file_data( f"match size of local file: {file_size_bytes}, updating" ) file_data.metadata.filesize_bytes = file_size_bytes - logger.debug(f"updating file data with new content: {file_data.to_dict()}") + logger.debug(f"updating file data with new content: {file_data.model_dump()}") with file_data_path.open("w") as file: - json.dump(file_data.to_dict(), file, indent=2) + json.dump(file_data.model_dump(), file, indent=2) async def _run_async(self, fn: Callable, file_data_path: str) -> list[DownloadStepResponse]: - file_data = FileData.from_file(path=file_data_path) + file_data = file_data_from_file(path=file_data_path) download_path = self.process.get_download_path(file_data=file_data) if not self.should_download(file_data=file_data, file_data_path=file_data_path): logger.debug(f"skipping download, file already exists locally: {download_path}") @@ -172,7 +173,7 @@ def persist_new_file_data(self, file_data: FileData) -> str: filepath = (self.cache_dir / filename).resolve() filepath.parent.mkdir(parents=True, exist_ok=True) with open(str(filepath), "w") as f: - json.dump(file_data.to_dict(), f, indent=2) + json.dump(file_data.model_dump(), f, indent=2) return str(filepath) def get_hash(self, extras: Optional[list[str]]) -> str: diff --git a/unstructured_ingest/v2/pipeline/steps/embed.py b/unstructured_ingest/v2/pipeline/steps/embed.py index aa718dd38..ba3431a89 100644 --- a/unstructured_ingest/v2/pipeline/steps/embed.py +++ b/unstructured_ingest/v2/pipeline/steps/embed.py @@ -6,6 +6,7 @@ from typing import Callable, Optional, TypedDict from unstructured_ingest.v2.interfaces import FileData +from unstructured_ingest.v2.interfaces.file_data import file_data_from_file from unstructured_ingest.v2.logger import logger from unstructured_ingest.v2.pipeline.interfaces import PipelineStep from unstructured_ingest.v2.processes.embedder import Embedder @@ -49,7 +50,7 @@ def _save_output(self, output_filepath: str, embedded_content: list[dict]): async def _run_async(self, fn: Callable, path: str, file_data_path: str) -> EmbedStepResponse: path = Path(path) - file_data = FileData.from_file(path=file_data_path) + file_data = file_data_from_file(path=file_data_path) output_filepath = self.get_output_filepath(filename=path) if not self.should_embed(filepath=output_filepath, file_data=file_data): logger.debug(f"skipping embedding, output already exists: {output_filepath}") diff --git a/unstructured_ingest/v2/pipeline/steps/filter.py b/unstructured_ingest/v2/pipeline/steps/filter.py index 48ed23f19..4aacc1b97 100644 --- a/unstructured_ingest/v2/pipeline/steps/filter.py +++ b/unstructured_ingest/v2/pipeline/steps/filter.py @@ -2,7 +2,7 @@ from dataclasses import dataclass from typing import Callable, Optional -from unstructured_ingest.v2.interfaces.file_data import FileData +from unstructured_ingest.v2.interfaces.file_data import file_data_from_file from unstructured_ingest.v2.logger import logger from unstructured_ingest.v2.pipeline.interfaces import PipelineStep from unstructured_ingest.v2.processes.filter import Filterer @@ -20,7 +20,7 @@ def __post_init__(self): logger.info(f"created {self.identifier} with configs: {config}") async def _run_async(self, fn: Callable, file_data_path: str, **kwargs) -> Optional[dict]: - file_data = FileData.from_file(path=file_data_path) + file_data = file_data_from_file(path=file_data_path) fn_kwargs = {"file_data": file_data} if not asyncio.iscoroutinefunction(fn): resp = fn(**fn_kwargs) diff --git a/unstructured_ingest/v2/pipeline/steps/index.py b/unstructured_ingest/v2/pipeline/steps/index.py index 529559c15..afae2ef42 100644 --- a/unstructured_ingest/v2/pipeline/steps/index.py +++ b/unstructured_ingest/v2/pipeline/steps/index.py @@ -37,14 +37,14 @@ def __post_init__(self): @instrument(span_name=STEP_ID) def run(self) -> Generator[str, None, None]: for file_data in self.process.run(): - logger.debug(f"generated file data: {file_data.to_dict()}") + logger.debug(f"generated file data: {file_data.model_dump()}") try: record_hash = self.get_hash(extras=[file_data.identifier]) filename = f"{record_hash}.json" filepath = (self.cache_dir / filename).resolve() filepath.parent.mkdir(parents=True, exist_ok=True) with open(str(filepath), "w") as f: - json.dump(file_data.to_dict(), f, indent=2) + json.dump(file_data.model_dump(), f, indent=2) yield str(filepath) except Exception as e: logger.error(f"failed to create index for file data: {file_data}", exc_info=True) @@ -54,14 +54,14 @@ def run(self) -> Generator[str, None, None]: async def run_async(self) -> AsyncGenerator[str, None]: async for file_data in self.process.run_async(): - logger.debug(f"generated file data: {file_data.to_dict()}") + logger.debug(f"generated file data: {file_data.model_dump()}") try: record_hash = self.get_hash(extras=[file_data.identifier]) filename = f"{record_hash}.json" filepath = (self.cache_dir / filename).resolve() filepath.parent.mkdir(parents=True, exist_ok=True) with open(str(filepath), "w") as f: - json.dump(file_data.to_dict(), f, indent=2) + json.dump(file_data.model_dump(), f, indent=2) yield str(filepath) except Exception as e: logger.error(f"failed to create index for file data: {file_data}", exc_info=True) diff --git a/unstructured_ingest/v2/pipeline/steps/partition.py b/unstructured_ingest/v2/pipeline/steps/partition.py index 19cae20c9..4ffd549fe 100644 --- a/unstructured_ingest/v2/pipeline/steps/partition.py +++ b/unstructured_ingest/v2/pipeline/steps/partition.py @@ -6,6 +6,7 @@ from typing import Callable, Optional, TypedDict from unstructured_ingest.v2.interfaces import FileData +from unstructured_ingest.v2.interfaces.file_data import file_data_from_file from unstructured_ingest.v2.logger import logger from unstructured_ingest.v2.pipeline.interfaces import PipelineStep from unstructured_ingest.v2.processes.partitioner import Partitioner @@ -51,12 +52,12 @@ async def _run_async( self, fn: Callable, path: str, file_data_path: str ) -> Optional[PartitionStepResponse]: path = Path(path) - file_data = FileData.from_file(path=file_data_path) + file_data = file_data_from_file(path=file_data_path) output_filepath = self.get_output_filepath(filename=Path(file_data_path)) if not self.should_partition(filepath=output_filepath, file_data=file_data): logger.debug(f"skipping partitioning, output already exists: {output_filepath}") return PartitionStepResponse(file_data_path=file_data_path, path=str(output_filepath)) - fn_kwargs = {"filename": path, "metadata": file_data.metadata.to_dict()} + fn_kwargs = {"filename": path, "metadata": file_data.metadata.model_dump()} if not asyncio.iscoroutinefunction(fn): partitioned_content = fn(**fn_kwargs) elif semaphore := self.context.semaphore: diff --git a/unstructured_ingest/v2/pipeline/steps/stage.py b/unstructured_ingest/v2/pipeline/steps/stage.py index 0ff47d94b..3e8b62e83 100644 --- a/unstructured_ingest/v2/pipeline/steps/stage.py +++ b/unstructured_ingest/v2/pipeline/steps/stage.py @@ -4,7 +4,7 @@ from pathlib import Path from typing import Callable, Optional, TypedDict -from unstructured_ingest.v2.interfaces.file_data import FileData +from unstructured_ingest.v2.interfaces.file_data import file_data_from_file from unstructured_ingest.v2.interfaces.upload_stager import UploadStager from unstructured_ingest.v2.logger import logger from unstructured_ingest.v2.pipeline.interfaces import PipelineStep @@ -39,11 +39,13 @@ async def _run_async( self, fn: Callable, path: str, file_data_path: str ) -> UploadStageStepResponse: path = Path(path) + # Maintain extension + output_filename = f"{self.get_hash(extras=[path.name])}{path.suffix}" fn_kwargs = { "elements_filepath": path, - "file_data": FileData.from_file(path=file_data_path), + "file_data": file_data_from_file(path=file_data_path), "output_dir": self.cache_dir, - "output_filename": self.get_hash(extras=[path.name]), + "output_filename": output_filename, } if not asyncio.iscoroutinefunction(fn): staged_output_path = fn(**fn_kwargs) diff --git a/unstructured_ingest/v2/pipeline/steps/uncompress.py b/unstructured_ingest/v2/pipeline/steps/uncompress.py index a99eda880..80e7603dd 100644 --- a/unstructured_ingest/v2/pipeline/steps/uncompress.py +++ b/unstructured_ingest/v2/pipeline/steps/uncompress.py @@ -3,7 +3,7 @@ from pathlib import Path from typing import Callable, TypedDict -from unstructured_ingest.v2.interfaces.file_data import FileData +from unstructured_ingest.v2.interfaces.file_data import file_data_from_file from unstructured_ingest.v2.logger import logger from unstructured_ingest.v2.pipeline.interfaces import PipelineStep from unstructured_ingest.v2.processes.uncompress import Uncompressor @@ -28,7 +28,7 @@ def __post_init__(self): async def _run_async( self, fn: Callable, path: str, file_data_path: str ) -> list[UncompressStepResponse]: - file_data = FileData.from_file(path=file_data_path) + file_data = file_data_from_file(path=file_data_path) fn_kwargs = {"file_data": file_data} if not asyncio.iscoroutinefunction(fn): new_file_data = fn(**fn_kwargs) diff --git a/unstructured_ingest/v2/pipeline/steps/upload.py b/unstructured_ingest/v2/pipeline/steps/upload.py index 176f8015a..21da4c5f5 100644 --- a/unstructured_ingest/v2/pipeline/steps/upload.py +++ b/unstructured_ingest/v2/pipeline/steps/upload.py @@ -3,7 +3,7 @@ from pathlib import Path from typing import Callable, Optional, TypedDict -from unstructured_ingest.v2.interfaces import FileData +from unstructured_ingest.v2.interfaces.file_data import file_data_from_file from unstructured_ingest.v2.interfaces.uploader import UploadContent from unstructured_ingest.v2.logger import logger from unstructured_ingest.v2.pipeline.interfaces import BatchPipelineStep @@ -41,14 +41,14 @@ def __post_init__(self): @instrument(span_name=STEP_ID) def _run_batch(self, contents: list[UploadStepContent]) -> None: upload_contents = [ - UploadContent(path=Path(c["path"]), file_data=FileData.from_file(c["file_data_path"])) + UploadContent(path=Path(c["path"]), file_data=file_data_from_file(c["file_data_path"])) for c in contents ] self.process.run_batch(contents=upload_contents) async def _run_async(self, path: str, file_data_path: str, fn: Optional[Callable] = None): fn = fn or self.process.run_async - fn_kwargs = {"path": Path(path), "file_data": FileData.from_file(path=file_data_path)} + fn_kwargs = {"path": Path(path), "file_data": file_data_from_file(path=file_data_path)} if not asyncio.iscoroutinefunction(fn): fn(**fn_kwargs) elif semaphore := self.context.semaphore: diff --git a/unstructured_ingest/v2/processes/connectors/__init__.py b/unstructured_ingest/v2/processes/connectors/__init__.py index 2659c4cd2..c5e466d3e 100644 --- a/unstructured_ingest/v2/processes/connectors/__init__.py +++ b/unstructured_ingest/v2/processes/connectors/__init__.py @@ -1,6 +1,7 @@ from __future__ import annotations import unstructured_ingest.v2.processes.connectors.databricks # noqa: F401 +import unstructured_ingest.v2.processes.connectors.duckdb # noqa: F401 import unstructured_ingest.v2.processes.connectors.elasticsearch # noqa: F401 import unstructured_ingest.v2.processes.connectors.fsspec # noqa: F401 import unstructured_ingest.v2.processes.connectors.kafka # noqa: F401 @@ -39,18 +40,24 @@ from .milvus import milvus_destination_entry from .mongodb import CONNECTOR_TYPE as MONGODB_CONNECTOR_TYPE from .mongodb import mongodb_destination_entry, mongodb_source_entry +from .neo4j import CONNECTOR_TYPE as NEO4J_CONNECTOR_TYPE +from .neo4j import neo4j_destination_entry from .onedrive import CONNECTOR_TYPE as ONEDRIVE_CONNECTOR_TYPE from .onedrive import onedrive_destination_entry, onedrive_source_entry from .outlook import CONNECTOR_TYPE as OUTLOOK_CONNECTOR_TYPE from .outlook import outlook_source_entry from .pinecone import CONNECTOR_TYPE as PINECONE_CONNECTOR_TYPE from .pinecone import pinecone_destination_entry +from .redisdb import CONNECTOR_TYPE as REDIS_CONNECTOR_TYPE +from .redisdb import redis_destination_entry from .salesforce import CONNECTOR_TYPE as SALESFORCE_CONNECTOR_TYPE from .salesforce import salesforce_source_entry from .sharepoint import CONNECTOR_TYPE as SHAREPOINT_CONNECTOR_TYPE from .sharepoint import sharepoint_source_entry from .slack import CONNECTOR_TYPE as SLACK_CONNECTOR_TYPE from .slack import slack_source_entry +from .vectara import CONNECTOR_TYPE as VECTARA_CONNECTOR_TYPE +from .vectara import vectara_destination_entry add_source_entry(source_type=ASTRA_DB_CONNECTOR_TYPE, entry=astra_db_source_entry) add_destination_entry(destination_type=ASTRA_DB_CONNECTOR_TYPE, entry=astra_db_destination_entry) @@ -73,6 +80,7 @@ add_source_entry(source_type=ONEDRIVE_CONNECTOR_TYPE, entry=onedrive_source_entry) add_destination_entry(destination_type=ONEDRIVE_CONNECTOR_TYPE, entry=onedrive_destination_entry) +add_destination_entry(destination_type=NEO4J_CONNECTOR_TYPE, entry=neo4j_destination_entry) add_source_entry(source_type=SALESFORCE_CONNECTOR_TYPE, entry=salesforce_source_entry) @@ -97,4 +105,7 @@ add_source_entry(source_type=SLACK_CONNECTOR_TYPE, entry=slack_source_entry) +add_destination_entry(destination_type=VECTARA_CONNECTOR_TYPE, entry=vectara_destination_entry) add_source_entry(source_type=CONFLUENCE_CONNECTOR_TYPE, entry=confluence_source_entry) + +add_destination_entry(destination_type=REDIS_CONNECTOR_TYPE, entry=redis_destination_entry) diff --git a/unstructured_ingest/v2/processes/connectors/astradb.py b/unstructured_ingest/v2/processes/connectors/astradb.py index fb0089a3e..10e43eee3 100644 --- a/unstructured_ingest/v2/processes/connectors/astradb.py +++ b/unstructured_ingest/v2/processes/connectors/astradb.py @@ -1,14 +1,11 @@ -import copy import csv import hashlib -import json -import sys from dataclasses import dataclass, field from pathlib import Path from time import time from typing import TYPE_CHECKING, Any, Generator, Optional -from pydantic import Field, Secret +from pydantic import BaseModel, Field, Secret from unstructured_ingest import __name__ as integration_name from unstructured_ingest.__version__ import __version__ as integration_version @@ -17,12 +14,14 @@ SourceConnectionError, SourceConnectionNetworkError, ) -from unstructured_ingest.utils.data_prep import batch_generator +from unstructured_ingest.utils.data_prep import batch_generator, get_data from unstructured_ingest.utils.dep_check import requires_dependencies from unstructured_ingest.utils.string_and_date_utils import truncate_string_bytes from unstructured_ingest.v2.constants import RECORD_ID_LABEL from unstructured_ingest.v2.interfaces import ( AccessConfig, + BatchFileData, + BatchItem, ConnectionConfig, Downloader, DownloaderConfig, @@ -31,6 +30,7 @@ FileDataSourceMetadata, Indexer, IndexerConfig, + SourceIdentifiers, Uploader, UploaderConfig, UploadStager, @@ -54,6 +54,15 @@ MAX_CONTENT_PARAM_BYTE_SIZE = 8000 +class AstraDBAdditionalMetadata(BaseModel): + collection_name: str + keyspace: Optional[str] = None + + +class AstraDBBatchFileData(BatchFileData): + additional_metadata: AstraDBAdditionalMetadata + + class AstraDBAccessConfig(AccessConfig): token: str = Field(description="Astra DB Token with access to the database.") api_endpoint: str = Field(description="The API endpoint for the Astra DB.") @@ -180,9 +189,6 @@ def precheck(self) -> None: def _get_doc_ids(self) -> set[str]: """Fetches all document ids in an index""" - # Initialize set of ids - ids = set() - # Get the collection collection = self.get_collection() @@ -195,31 +201,26 @@ def _get_doc_ids(self) -> set[str]: astra_db_docs.append(result) # Create file data for each astra record - for astra_record in astra_db_docs: - ids.add(astra_record["_id"]) + ids = sorted([astra_record["_id"] for astra_record in astra_db_docs]) - return ids + return set(ids) - def run(self, **kwargs: Any) -> Generator[FileData, None, None]: + def run(self, **kwargs: Any) -> Generator[AstraDBBatchFileData, None, None]: all_ids = self._get_doc_ids() ids = list(all_ids) id_batches = batch_generator(ids, self.index_config.batch_size) for batch in id_batches: - # Make sure the hash is always a positive number to create identified - identified = str(hash(batch) + sys.maxsize + 1) - fd = FileData( - identifier=identified, + fd = AstraDBBatchFileData( connector_type=CONNECTOR_TYPE, - doc_type="batch", metadata=FileDataSourceMetadata( date_processed=str(time()), ), - additional_metadata={ - "ids": list(batch), - "collection_name": self.index_config.collection_name, - "keyspace": self.index_config.keyspace, - }, + additional_metadata=AstraDBAdditionalMetadata( + collection_name=self.index_config.collection_name, + keyspace=self.index_config.keyspace, + ), + batch_items=[BatchItem(identifier=b) for b in batch], ) yield fd @@ -248,7 +249,9 @@ def write_astra_result_to_csv(self, astra_result: dict, download_path: str) -> N writer.writerow(astra_result.keys()) writer.writerow(astra_result.values()) - def generate_download_response(self, result: dict, file_data: FileData) -> DownloadResponse: + def generate_download_response( + self, result: dict, file_data: AstraDBBatchFileData + ) -> DownloadResponse: record_id = result["_id"] filename_id = self.get_identifier(record_id=record_id) filename = f"{filename_id}.csv" # csv to preserve column info @@ -256,7 +259,7 @@ def generate_download_response(self, result: dict, file_data: FileData) -> Downl logger.debug(f"Downloading results from record {record_id} as csv to {download_path}") download_path.parent.mkdir(parents=True, exist_ok=True) try: - self.write_astra_result_to_csv(astra_result=result, download_path=download_path) + self.write_astra_result_to_csv(astra_result=result, download_path=str(download_path)) except Exception as e: logger.error( f"failed to download from record {record_id} to {download_path}: {e}", @@ -265,14 +268,13 @@ def generate_download_response(self, result: dict, file_data: FileData) -> Downl raise SourceConnectionNetworkError(f"failed to download file {file_data.identifier}") # modify input file_data for download_response - copied_file_data = copy.deepcopy(file_data) - copied_file_data.identifier = filename - copied_file_data.doc_type = "file" - copied_file_data.metadata.date_processed = str(time()) - copied_file_data.metadata.record_locator = {"document_id": record_id} - copied_file_data.additional_metadata.pop("ids", None) + file_data.source_identifiers = SourceIdentifiers(filename=filename, fullpath=filename) + cast_file_data = FileData.cast(file_data=file_data) + cast_file_data.identifier = filename + cast_file_data.metadata.date_processed = str(time()) + cast_file_data.metadata.record_locator = {"document_id": record_id} return super().generate_download_response( - file_data=copied_file_data, download_path=download_path + file_data=cast_file_data, download_path=download_path ) def run(self, file_data: FileData, **kwargs: Any) -> download_responses: @@ -280,9 +282,10 @@ def run(self, file_data: FileData, **kwargs: Any) -> download_responses: async def run_async(self, file_data: FileData, **kwargs: Any) -> download_responses: # Get metadata from file_data - ids: list[str] = file_data.additional_metadata["ids"] - collection_name: str = file_data.additional_metadata["collection_name"] - keyspace: str = file_data.additional_metadata["keyspace"] + astra_file_data = AstraDBBatchFileData.cast(file_data=file_data) + ids: list[str] = [item.identifier for item in astra_file_data.batch_items] + collection_name: str = astra_file_data.additional_metadata.collection_name + keyspace: str = astra_file_data.additional_metadata.keyspace # Retrieve results from async collection download_responses = [] @@ -293,7 +296,7 @@ async def run_async(self, file_data: FileData, **kwargs: Any) -> download_respon ) async for result in async_astra_collection.find({"_id": {"$in": ids}}): download_responses.append( - self.generate_download_response(result=result, file_data=file_data) + self.generate_download_response(result=result, file_data=astra_file_data) ) return download_responses @@ -325,29 +328,6 @@ def conform_dict(self, element_dict: dict, file_data: FileData) -> dict: "metadata": element_dict, } - def run( - self, - elements_filepath: Path, - file_data: FileData, - output_dir: Path, - output_filename: str, - **kwargs: Any, - ) -> Path: - with open(elements_filepath) as elements_file: - elements_contents = json.load(elements_file) - conformed_elements = [] - for element in elements_contents: - conformed_elements.append(self.conform_dict(element_dict=element, file_data=file_data)) - output_filename_path = Path(output_filename) - if output_filename_path.suffix == ".json": - output_path = Path(output_dir) / output_filename_path - else: - output_path = Path(output_dir) / output_filename_path.with_suffix(".json") - output_path.parent.mkdir(parents=True, exist_ok=True) - with open(output_path, "w") as output_file: - json.dump(conformed_elements, output_file, indent=2) - return output_path - @dataclass class AstraDBUploader(Uploader): @@ -386,11 +366,9 @@ def delete_by_record_id(self, collection: "AstraDBCollection", file_data: FileDa f"deleted {delete_resp.deleted_count} records from collection {collection.name}" ) - def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: - with path.open("r") as file: - elements_dict = json.load(file) + def run_data(self, data: list[dict], file_data: FileData, **kwargs: Any) -> None: logger.info( - f"writing {len(elements_dict)} objects to destination " + f"writing {len(data)} objects to destination " f"collection {self.upload_config.collection_name}" ) @@ -399,9 +377,13 @@ def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: self.delete_by_record_id(collection=collection, file_data=file_data) - for chunk in batch_generator(elements_dict, astra_db_batch_size): + for chunk in batch_generator(data, astra_db_batch_size): collection.insert_many(chunk) + def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: + data = get_data(path=path) + self.run_data(data=data, file_data=file_data, **kwargs) + astra_db_source_entry = SourceRegistryEntry( indexer=AstraDBIndexer, diff --git a/unstructured_ingest/v2/processes/connectors/azure_ai_search.py b/unstructured_ingest/v2/processes/connectors/azure_ai_search.py index 0978b9409..4155d1e8e 100644 --- a/unstructured_ingest/v2/processes/connectors/azure_ai_search.py +++ b/unstructured_ingest/v2/processes/connectors/azure_ai_search.py @@ -1,7 +1,7 @@ import json +from contextlib import contextmanager from dataclasses import dataclass, field -from pathlib import Path -from typing import TYPE_CHECKING, Any +from typing import TYPE_CHECKING, Any, Generator from pydantic import Field, Secret @@ -49,29 +49,33 @@ class AzureAISearchConnectionConfig(ConnectionConfig): access_config: Secret[AzureAISearchAccessConfig] @requires_dependencies(["azure.search", "azure.core"], extras="azure-ai-search") - def get_search_client(self) -> "SearchClient": + @contextmanager + def get_search_client(self) -> Generator["SearchClient", None, None]: from azure.core.credentials import AzureKeyCredential from azure.search.documents import SearchClient - return SearchClient( + with SearchClient( endpoint=self.endpoint, index_name=self.index, credential=AzureKeyCredential( self.access_config.get_secret_value().azure_ai_search_key ), - ) + ) as client: + yield client @requires_dependencies(["azure.search", "azure.core"], extras="azure-ai-search") - def get_search_index_client(self) -> "SearchIndexClient": + @contextmanager + def get_search_index_client(self) -> Generator["SearchIndexClient", None, None]: from azure.core.credentials import AzureKeyCredential from azure.search.documents.indexes import SearchIndexClient - return SearchIndexClient( + with SearchIndexClient( endpoint=self.endpoint, credential=AzureKeyCredential( self.access_config.get_secret_value().azure_ai_search_key ), - ) + ) as search_index_client: + yield search_index_client class AzureAISearchUploadStagerConfig(UploadStagerConfig): @@ -92,14 +96,13 @@ class AzureAISearchUploadStager(UploadStager): default_factory=lambda: AzureAISearchUploadStagerConfig() ) - @staticmethod - def conform_dict(data: dict, file_data: FileData) -> dict: + def conform_dict(self, element_dict: dict, file_data: FileData) -> dict: """ updates the dictionary that is from each Element being converted into a dict/json into a dictionary that conforms to the schema expected by the Azure Cognitive Search index """ - + data = element_dict.copy() data["id"] = get_enhanced_element_id(element_dict=data, file_data=file_data) data[RECORD_ID_LABEL] = file_data.identifier @@ -140,31 +143,6 @@ def conform_dict(data: dict, file_data: FileData) -> dict: data["metadata"]["page_number"] = str(page_number) return data - def run( - self, - file_data: FileData, - elements_filepath: Path, - output_dir: Path, - output_filename: str, - **kwargs: Any, - ) -> Path: - with open(elements_filepath) as elements_file: - elements_contents = json.load(elements_file) - - conformed_elements = [ - self.conform_dict(data=element, file_data=file_data) for element in elements_contents - ] - - if Path(output_filename).suffix != ".json": - output_filename = f"{output_filename}.json" - else: - output_filename = f"{Path(output_filename).stem}.json" - output_path = Path(output_dir) / Path(f"{output_filename}.json") - output_path.parent.mkdir(parents=True, exist_ok=True) - with open(output_path, "w") as output_file: - json.dump(conformed_elements, output_file, indent=2) - return output_path - @dataclass class AzureAISearchUploader(Uploader): @@ -270,9 +248,7 @@ def precheck(self) -> None: logger.error(f"failed to validate connection: {e}", exc_info=True) raise DestinationConnectionError(f"failed to validate connection: {e}") - def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: - with path.open("r") as file: - elements_dict = json.load(file) + def run_data(self, data: list[dict], file_data: FileData, **kwargs: Any) -> None: logger.info( f"writing document batches to destination" f" endpoint at {str(self.connection_config.endpoint)}" @@ -287,7 +263,7 @@ def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: batch_size = self.upload_config.batch_size with self.connection_config.get_search_client() as search_client: - for chunk in batch_generator(elements_dict, batch_size): + for chunk in batch_generator(data, batch_size): self.write_dict(elements_dict=chunk, search_client=search_client) # noqa: E203 diff --git a/unstructured_ingest/v2/processes/connectors/chroma.py b/unstructured_ingest/v2/processes/connectors/chroma.py index 96db9b92c..0933fd1cb 100644 --- a/unstructured_ingest/v2/processes/connectors/chroma.py +++ b/unstructured_ingest/v2/processes/connectors/chroma.py @@ -1,7 +1,5 @@ -import json from dataclasses import dataclass, field from datetime import date, datetime -from pathlib import Path from typing import TYPE_CHECKING, Annotated, Any, Optional from dateutil import parser @@ -42,7 +40,6 @@ class ChromaAccessConfig(AccessConfig): class ChromaConnectionConfig(ConnectionConfig): - collection_name: str = Field(description="The name of the Chroma collection to write into.") access_config: Secret[ChromaAccessConfig] = Field( default=ChromaAccessConfig(), validate_default=True ) @@ -62,6 +59,32 @@ class ChromaConnectionConfig(ConnectionConfig): ) connector_type: str = Field(default=CONNECTOR_TYPE, init=False) + @requires_dependencies(["chromadb"], extras="chroma") + def get_client(self) -> "Client": + import chromadb + + access_config = self.access_config.get_secret_value() + if path := self.path: + return chromadb.PersistentClient( + path=path, + settings=access_config.settings, + tenant=self.tenant, + database=self.database, + ) + + elif (host := self.host) and (port := self.port): + return chromadb.HttpClient( + host=host, + port=str(port), + ssl=self.ssl, + headers=access_config.headers, + settings=access_config.settings, + tenant=self.tenant, + database=self.database, + ) + else: + raise ValueError("Chroma connector requires either path or host and port to be set.") + class ChromaUploadStagerConfig(UploadStagerConfig): pass @@ -82,11 +105,11 @@ def parse_date_string(date_string: str) -> date: logger.debug(f"date {date_string} string not a timestamp: {e}") return parser.parse(date_string) - @staticmethod - def conform_dict(data: dict, file_data: FileData) -> dict: + def conform_dict(self, element_dict: dict, file_data: FileData) -> dict: """ Prepares dictionary in the format that Chroma requires """ + data = element_dict.copy() return { "id": get_enhanced_element_id(element_dict=data, file_data=file_data), "embedding": data.pop("embeddings", None), @@ -94,26 +117,9 @@ def conform_dict(data: dict, file_data: FileData) -> dict: "metadata": flatten_dict(data, separator="-", flatten_lists=True, remove_none=True), } - def run( - self, - elements_filepath: Path, - file_data: FileData, - output_dir: Path, - output_filename: str, - **kwargs: Any, - ) -> Path: - with open(elements_filepath) as elements_file: - elements_contents = json.load(elements_file) - conformed_elements = [ - self.conform_dict(data=element, file_data=file_data) for element in elements_contents - ] - output_path = Path(output_dir) / Path(f"{output_filename}.json") - with open(output_path, "w") as output_file: - json.dump(conformed_elements, output_file) - return output_path - class ChromaUploaderConfig(UploaderConfig): + collection_name: str = Field(description="The name of the Chroma collection to write into.") batch_size: int = Field(default=100, description="Number of records per batch") @@ -125,40 +131,13 @@ class ChromaUploader(Uploader): def precheck(self) -> None: try: - self.create_client() + self.connection_config.get_client() except Exception as e: logger.error(f"failed to validate connection: {e}", exc_info=True) raise DestinationConnectionError(f"failed to validate connection: {e}") - @requires_dependencies(["chromadb"], extras="chroma") - def create_client(self) -> "Client": - import chromadb - - access_config = self.connection_config.access_config.get_secret_value() - if self.connection_config.path: - return chromadb.PersistentClient( - path=self.connection_config.path, - settings=access_config.settings, - tenant=self.connection_config.tenant, - database=self.connection_config.database, - ) - - elif self.connection_config.host and self.connection_config.port: - return chromadb.HttpClient( - host=self.connection_config.host, - port=self.connection_config.port, - ssl=self.connection_config.ssl, - headers=access_config.headers, - settings=access_config.settings, - tenant=self.connection_config.tenant, - database=self.connection_config.database, - ) - else: - raise ValueError("Chroma connector requires either path or host and port to be set.") - @DestinationConnectionError.wrap def upsert_batch(self, collection, batch): - try: # Chroma wants lists even if there is only one element # Upserting to prevent duplicates @@ -189,19 +168,16 @@ def prepare_chroma_list(chunk: tuple[dict[str, Any]]) -> dict[str, list[Any]]: ) return chroma_dict - def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: - with path.open("r") as file: - elements_dict = json.load(file) - + def run_data(self, data: list[dict], file_data: FileData, **kwargs: Any) -> None: logger.info( - f"writing {len(elements_dict)} objects to destination " - f"collection {self.connection_config.collection_name} " + f"writing {len(data)} objects to destination " + f"collection {self.upload_config.collection_name} " f"at {self.connection_config.host}", ) - client = self.create_client() + client = self.connection_config.get_client() - collection = client.get_or_create_collection(name=self.connection_config.collection_name) - for chunk in batch_generator(elements_dict, self.upload_config.batch_size): + collection = client.get_or_create_collection(name=self.upload_config.collection_name) + for chunk in batch_generator(data, self.upload_config.batch_size): self.upsert_batch(collection, self.prepare_chroma_list(chunk)) diff --git a/unstructured_ingest/v2/processes/connectors/couchbase.py b/unstructured_ingest/v2/processes/connectors/couchbase.py index 734bf4a73..c19c3fa9b 100644 --- a/unstructured_ingest/v2/processes/connectors/couchbase.py +++ b/unstructured_ingest/v2/processes/connectors/couchbase.py @@ -1,13 +1,12 @@ import hashlib -import json -import sys import time +from contextlib import contextmanager from dataclasses import dataclass, field from datetime import timedelta from pathlib import Path from typing import TYPE_CHECKING, Any, Generator, List -from pydantic import Field, Secret +from pydantic import BaseModel, Field, Secret from unstructured_ingest.error import ( DestinationConnectionError, @@ -18,6 +17,8 @@ from unstructured_ingest.utils.dep_check import requires_dependencies from unstructured_ingest.v2.interfaces import ( AccessConfig, + BatchFileData, + BatchItem, ConnectionConfig, Downloader, DownloaderConfig, @@ -26,6 +27,7 @@ FileDataSourceMetadata, Indexer, IndexerConfig, + SourceIdentifiers, Uploader, UploaderConfig, UploadStager, @@ -40,11 +42,20 @@ if TYPE_CHECKING: from couchbase.cluster import Cluster + from couchbase.collection import Collection CONNECTOR_TYPE = "couchbase" SERVER_API_VERSION = "1" +class CouchbaseAdditionalMetadata(BaseModel): + bucket: str + + +class CouchbaseBatchFileData(BatchFileData): + additional_metadata: CouchbaseAdditionalMetadata + + class CouchbaseAccessConfig(AccessConfig): password: str = Field(description="The password for the Couchbase server") @@ -65,7 +76,8 @@ class CouchbaseConnectionConfig(ConnectionConfig): access_config: Secret[CouchbaseAccessConfig] @requires_dependencies(["couchbase"], extras="couchbase") - def connect_to_couchbase(self) -> "Cluster": + @contextmanager + def get_client(self) -> Generator["Cluster", None, None]: from couchbase.auth import PasswordAuthenticator from couchbase.cluster import Cluster from couchbase.options import ClusterOptions @@ -73,9 +85,14 @@ def connect_to_couchbase(self) -> "Cluster": auth = PasswordAuthenticator(self.username, self.access_config.get_secret_value().password) options = ClusterOptions(auth) options.apply_profile("wan_development") - cluster = Cluster(self.connection_string, options) - cluster.wait_until_ready(timedelta(seconds=5)) - return cluster + cluster = None + try: + cluster = Cluster(self.connection_string, options) + cluster.wait_until_ready(timedelta(seconds=5)) + yield cluster + finally: + if cluster: + cluster.close() class CouchbaseUploadStagerConfig(UploadStagerConfig): @@ -88,32 +105,16 @@ class CouchbaseUploadStager(UploadStager): default_factory=lambda: CouchbaseUploadStagerConfig() ) - def run( - self, - elements_filepath: Path, - output_dir: Path, - output_filename: str, - **kwargs: Any, - ) -> Path: - with open(elements_filepath) as elements_file: - elements_contents = json.load(elements_file) - - output_elements = [] - for element in elements_contents: - new_doc = { - element["element_id"]: { - "embedding": element.get("embeddings", None), - "text": element.get("text", None), - "metadata": element.get("metadata", None), - "type": element.get("type", None), - } + def conform_dict(self, element_dict: dict, file_data: FileData) -> dict: + data = element_dict.copy() + return { + data["element_id"]: { + "embedding": data.get("embeddings", None), + "text": data.get("text", None), + "metadata": data.get("metadata", None), + "type": data.get("type", None), } - output_elements.append(new_doc) - - output_path = Path(output_dir) / Path(f"{output_filename}.json") - with open(output_path, "w") as output_file: - json.dump(output_elements, output_file) - return output_path + } class CouchbaseUploaderConfig(UploaderConfig): @@ -128,26 +129,26 @@ class CouchbaseUploader(Uploader): def precheck(self) -> None: try: - self.connection_config.connect_to_couchbase() + self.connection_config.get_client() except Exception as e: logger.error(f"Failed to validate connection {e}", exc_info=True) raise DestinationConnectionError(f"failed to validate connection: {e}") - def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: - with path.open("r") as file: - elements_dict = json.load(file) + def run_data(self, data: list[dict], file_data: FileData, **kwargs: Any) -> None: logger.info( - f"writing {len(elements_dict)} objects to destination " + f"writing {len(data)} objects to destination " f"bucket, {self.connection_config.bucket} " f"at {self.connection_config.connection_string}", ) - cluster = self.connection_config.connect_to_couchbase() - bucket = cluster.bucket(self.connection_config.bucket) - scope = bucket.scope(self.connection_config.scope) - collection = scope.collection(self.connection_config.collection) + with self.connection_config.get_client() as client: + bucket = client.bucket(self.connection_config.bucket) + scope = bucket.scope(self.connection_config.scope) + collection = scope.collection(self.connection_config.collection) - for chunk in batch_generator(elements_dict, self.upload_config.batch_size): - collection.upsert_multi({doc_id: doc for doc in chunk for doc_id, doc in doc.items()}) + for chunk in batch_generator(data, self.upload_config.batch_size): + collection.upsert_multi( + {doc_id: doc for doc in chunk for doc_id, doc in doc.items()} + ) class CouchbaseIndexerConfig(IndexerConfig): @@ -162,7 +163,7 @@ class CouchbaseIndexer(Indexer): def precheck(self) -> None: try: - self.connection_config.connect_to_couchbase() + self.connection_config.get_client() except Exception as e: logger.error(f"Failed to validate connection {e}", exc_info=True) raise DestinationConnectionError(f"failed to validate connection: {e}") @@ -180,41 +181,31 @@ def _get_doc_ids(self) -> List[str]: attempts = 0 while attempts < max_attempts: try: - cluster = self.connection_config.connect_to_couchbase() - result = cluster.query(query) - document_ids = [row["id"] for row in result] - return document_ids + with self.connection_config.get_client() as client: + result = client.query(query) + document_ids = [row["id"] for row in result] + return document_ids except Exception as e: attempts += 1 time.sleep(3) if attempts == max_attempts: raise SourceConnectionError(f"failed to get document ids: {e}") - def run(self, **kwargs: Any) -> Generator[FileData, None, None]: + def run(self, **kwargs: Any) -> Generator[CouchbaseBatchFileData, None, None]: ids = self._get_doc_ids() - - id_batches = [ - ids[i * self.index_config.batch_size : (i + 1) * self.index_config.batch_size] - for i in range( - (len(ids) + self.index_config.batch_size - 1) // self.index_config.batch_size - ) - ] - for batch in id_batches: + for batch in batch_generator(ids, self.index_config.batch_size): # Make sure the hash is always a positive number to create identified - identified = str(hash(tuple(batch)) + sys.maxsize + 1) - yield FileData( - identifier=identified, + yield CouchbaseBatchFileData( connector_type=CONNECTOR_TYPE, - doc_type="batch", metadata=FileDataSourceMetadata( url=f"{self.connection_config.connection_string}/" f"{self.connection_config.bucket}", date_processed=str(time.time()), ), - additional_metadata={ - "ids": list(batch), - "bucket": self.connection_config.bucket, - }, + additional_metadata=CouchbaseAdditionalMetadata( + bucket=self.connection_config.bucket + ), + batch_items=[BatchItem(identifier=b) for b in batch], ) @@ -251,7 +242,7 @@ def map_cb_results(self, cb_results: dict) -> str: return concatenated_values def generate_download_response( - self, result: dict, bucket: str, file_data: FileData + self, result: dict, bucket: str, file_data: CouchbaseBatchFileData ) -> DownloadResponse: record_id = result[self.download_config.collection_id] filename_id = self.get_identifier(bucket=bucket, record_id=record_id) @@ -271,44 +262,54 @@ def generate_download_response( exc_info=True, ) raise SourceConnectionNetworkError(f"failed to download file {file_data.identifier}") - return DownloadResponse( - file_data=FileData( - identifier=filename_id, - connector_type=CONNECTOR_TYPE, - metadata=FileDataSourceMetadata( - version=None, - date_processed=str(time.time()), - record_locator={ - "connection_string": self.connection_config.connection_string, - "bucket": bucket, - "scope": self.connection_config.scope, - "collection": self.connection_config.collection, - "document_id": record_id, - }, - ), - ), - path=download_path, + file_data.source_identifiers = SourceIdentifiers(filename=filename, fullpath=filename) + cast_file_data = FileData.cast(file_data=file_data) + cast_file_data.identifier = filename_id + cast_file_data.metadata.date_processed = str(time.time()) + cast_file_data.metadata.record_locator = { + "connection_string": self.connection_config.connection_string, + "bucket": bucket, + "scope": self.connection_config.scope, + "collection": self.connection_config.collection, + "document_id": record_id, + } + return super().generate_download_response( + file_data=cast_file_data, + download_path=download_path, ) def run(self, file_data: FileData, **kwargs: Any) -> download_responses: - bucket_name: str = file_data.additional_metadata["bucket"] - ids: list[str] = file_data.additional_metadata["ids"] + couchbase_file_data = CouchbaseBatchFileData.cast(file_data=file_data) + bucket_name: str = couchbase_file_data.additional_metadata.bucket + ids: list[str] = [item.identifier for item in couchbase_file_data.batch_items] - cluster = self.connection_config.connect_to_couchbase() - bucket = cluster.bucket(bucket_name) - scope = bucket.scope(self.connection_config.scope) - collection = scope.collection(self.connection_config.collection) + with self.connection_config.get_client() as client: + bucket = client.bucket(bucket_name) + scope = bucket.scope(self.connection_config.scope) + collection = scope.collection(self.connection_config.collection) - download_resp = self.process_all_doc_ids(ids, collection, bucket_name, file_data) - return list(download_resp) + download_resp = self.process_all_doc_ids(ids, collection, bucket_name, file_data) + return list(download_resp) - def process_doc_id(self, doc_id, collection, bucket_name, file_data): + def process_doc_id( + self, + doc_id: str, + collection: "Collection", + bucket_name: str, + file_data: CouchbaseBatchFileData, + ): result = collection.get(doc_id) return self.generate_download_response( result=result.content_as[dict], bucket=bucket_name, file_data=file_data ) - def process_all_doc_ids(self, ids, collection, bucket_name, file_data): + def process_all_doc_ids( + self, + ids: list[str], + collection: "Collection", + bucket_name: str, + file_data: CouchbaseBatchFileData, + ): for doc_id in ids: yield self.process_doc_id(doc_id, collection, bucket_name, file_data) diff --git a/unstructured_ingest/v2/processes/connectors/databricks/volumes.py b/unstructured_ingest/v2/processes/connectors/databricks/volumes.py index 9be97e1cb..a4d5326ec 100644 --- a/unstructured_ingest/v2/processes/connectors/databricks/volumes.py +++ b/unstructured_ingest/v2/processes/connectors/databricks/volumes.py @@ -14,6 +14,7 @@ ) from unstructured_ingest.utils.dep_check import requires_dependencies from unstructured_ingest.v2.interfaces import ( + AccessConfig, ConnectionConfig, Downloader, DownloaderConfig, @@ -52,6 +53,10 @@ def path(self) -> str: return path +class DatabricksVolumesAccessConfig(AccessConfig): + token: Optional[str] = Field(default=None, description="Databricks Personal Access Token") + + class DatabricksVolumesConnectionConfig(ConnectionConfig, ABC): host: Optional[str] = Field( default=None, diff --git a/unstructured_ingest/v2/processes/connectors/databricks/volumes_aws.py b/unstructured_ingest/v2/processes/connectors/databricks/volumes_aws.py index 2cc738bd0..f0b217a90 100644 --- a/unstructured_ingest/v2/processes/connectors/databricks/volumes_aws.py +++ b/unstructured_ingest/v2/processes/connectors/databricks/volumes_aws.py @@ -3,12 +3,12 @@ from pydantic import Field, Secret -from unstructured_ingest.v2.interfaces import AccessConfig from unstructured_ingest.v2.processes.connector_registry import ( DestinationRegistryEntry, SourceRegistryEntry, ) from unstructured_ingest.v2.processes.connectors.databricks.volumes import ( + DatabricksVolumesAccessConfig, DatabricksVolumesConnectionConfig, DatabricksVolumesDownloader, DatabricksVolumesDownloaderConfig, @@ -21,7 +21,7 @@ CONNECTOR_TYPE = "databricks_volumes_aws" -class DatabricksAWSVolumesAccessConfig(AccessConfig): +class DatabricksAWSVolumesAccessConfig(DatabricksVolumesAccessConfig): account_id: Optional[str] = Field( default=None, description="The Databricks account ID for the Databricks " "accounts endpoint", diff --git a/unstructured_ingest/v2/processes/connectors/databricks/volumes_azure.py b/unstructured_ingest/v2/processes/connectors/databricks/volumes_azure.py index 57f8b0f38..cd53c0de6 100644 --- a/unstructured_ingest/v2/processes/connectors/databricks/volumes_azure.py +++ b/unstructured_ingest/v2/processes/connectors/databricks/volumes_azure.py @@ -3,12 +3,12 @@ from pydantic import Field, Secret -from unstructured_ingest.v2.interfaces import AccessConfig from unstructured_ingest.v2.processes.connector_registry import ( DestinationRegistryEntry, SourceRegistryEntry, ) from unstructured_ingest.v2.processes.connectors.databricks.volumes import ( + DatabricksVolumesAccessConfig, DatabricksVolumesConnectionConfig, DatabricksVolumesDownloader, DatabricksVolumesDownloaderConfig, @@ -21,7 +21,7 @@ CONNECTOR_TYPE = "databricks_volumes_azure" -class DatabricksAzureVolumesAccessConfig(AccessConfig): +class DatabricksAzureVolumesAccessConfig(DatabricksVolumesAccessConfig): account_id: Optional[str] = Field( default=None, description="The Databricks account ID for the Databricks " "accounts endpoint.", diff --git a/unstructured_ingest/v2/processes/connectors/databricks/volumes_gcp.py b/unstructured_ingest/v2/processes/connectors/databricks/volumes_gcp.py index 4c604515a..65f37da75 100644 --- a/unstructured_ingest/v2/processes/connectors/databricks/volumes_gcp.py +++ b/unstructured_ingest/v2/processes/connectors/databricks/volumes_gcp.py @@ -3,12 +3,12 @@ from pydantic import Field, Secret -from unstructured_ingest.v2.interfaces import AccessConfig from unstructured_ingest.v2.processes.connector_registry import ( DestinationRegistryEntry, SourceRegistryEntry, ) from unstructured_ingest.v2.processes.connectors.databricks.volumes import ( + DatabricksVolumesAccessConfig, DatabricksVolumesConnectionConfig, DatabricksVolumesDownloader, DatabricksVolumesDownloaderConfig, @@ -21,7 +21,7 @@ CONNECTOR_TYPE = "databricks_volumes_gcp" -class DatabricksGoogleVolumesAccessConfig(AccessConfig): +class DatabricksGoogleVolumesAccessConfig(DatabricksVolumesAccessConfig): account_id: Optional[str] = Field( default=None, description="The Databricks account ID for the Databricks " "accounts endpoint.", diff --git a/unstructured_ingest/v2/processes/connectors/databricks/volumes_native.py b/unstructured_ingest/v2/processes/connectors/databricks/volumes_native.py index d23d4e3fd..43223cf87 100644 --- a/unstructured_ingest/v2/processes/connectors/databricks/volumes_native.py +++ b/unstructured_ingest/v2/processes/connectors/databricks/volumes_native.py @@ -3,12 +3,12 @@ from pydantic import Field, Secret -from unstructured_ingest.v2.interfaces import AccessConfig from unstructured_ingest.v2.processes.connector_registry import ( DestinationRegistryEntry, SourceRegistryEntry, ) from unstructured_ingest.v2.processes.connectors.databricks.volumes import ( + DatabricksVolumesAccessConfig, DatabricksVolumesConnectionConfig, DatabricksVolumesDownloader, DatabricksVolumesDownloaderConfig, @@ -21,7 +21,7 @@ CONNECTOR_TYPE = "databricks_volumes" -class DatabricksNativeVolumesAccessConfig(AccessConfig): +class DatabricksNativeVolumesAccessConfig(DatabricksVolumesAccessConfig): client_id: Optional[str] = Field(default=None, description="Client ID of the OAuth app.") client_secret: Optional[str] = Field( default=None, description="Client Secret of the OAuth app." diff --git a/unstructured_ingest/v2/processes/connectors/delta_table.py b/unstructured_ingest/v2/processes/connectors/delta_table.py index 6cb3854b8..6f795ca13 100644 --- a/unstructured_ingest/v2/processes/connectors/delta_table.py +++ b/unstructured_ingest/v2/processes/connectors/delta_table.py @@ -11,6 +11,7 @@ from pydantic import Field, Secret from unstructured_ingest.error import DestinationConnectionError +from unstructured_ingest.utils.data_prep import get_data_df from unstructured_ingest.utils.dep_check import requires_dependencies from unstructured_ingest.utils.table import convert_to_pandas_dataframe from unstructured_ingest.v2.interfaces import ( @@ -28,6 +29,7 @@ CONNECTOR_TYPE = "delta_table" +@requires_dependencies(["deltalake"], extras="delta-table") def write_deltalake_with_error_handling(queue, **kwargs): from deltalake.writer import write_deltalake @@ -136,39 +138,7 @@ def precheck(self): logger.error(f"failed to validate connection: {e}", exc_info=True) raise DestinationConnectionError(f"failed to validate connection: {e}") - def process_csv(self, csv_paths: list[Path]) -> pd.DataFrame: - logger.debug(f"uploading content from {len(csv_paths)} csv files") - df = pd.concat((pd.read_csv(path) for path in csv_paths), ignore_index=True) - return df - - def process_json(self, json_paths: list[Path]) -> pd.DataFrame: - logger.debug(f"uploading content from {len(json_paths)} json files") - all_records = [] - for p in json_paths: - with open(p) as json_file: - all_records.extend(json.load(json_file)) - - return pd.DataFrame(data=all_records) - - def process_parquet(self, parquet_paths: list[Path]) -> pd.DataFrame: - logger.debug(f"uploading content from {len(parquet_paths)} parquet files") - df = pd.concat((pd.read_parquet(path) for path in parquet_paths), ignore_index=True) - return df - - def read_dataframe(self, path: Path) -> pd.DataFrame: - if path.suffix == ".csv": - return self.process_csv(csv_paths=[path]) - elif path.suffix == ".json": - return self.process_json(json_paths=[path]) - elif path.suffix == ".parquet": - return self.process_parquet(parquet_paths=[path]) - else: - raise ValueError(f"Unsupported file type, must be parquet, json or csv file: {path}") - - @requires_dependencies(["deltalake"], extras="delta-table") - def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: - - df = self.read_dataframe(path) + def upload_dataframe(self, df: pd.DataFrame, file_data: FileData) -> None: updated_upload_path = os.path.join( self.connection_config.table_uri, file_data.source_identifiers.relative_path ) @@ -203,6 +173,14 @@ def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: logger.error(f"Exception occurred in write_deltalake: {error_message}") raise RuntimeError(f"Error in write_deltalake: {error_message}") + def run_data(self, data: list[dict], file_data: FileData, **kwargs: Any) -> None: + df = pd.DataFrame(data=data) + self.upload_dataframe(df=df, file_data=file_data) + + def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: + df = get_data_df(path) + self.upload_dataframe(df=df, file_data=file_data) + delta_table_destination_entry = DestinationRegistryEntry( connection_config=DeltaTableConnectionConfig, diff --git a/unstructured_ingest/v2/processes/connectors/duckdb/__init__.py b/unstructured_ingest/v2/processes/connectors/duckdb/__init__.py new file mode 100644 index 000000000..d51ca8929 --- /dev/null +++ b/unstructured_ingest/v2/processes/connectors/duckdb/__init__.py @@ -0,0 +1,15 @@ +from __future__ import annotations + +from unstructured_ingest.v2.processes.connector_registry import ( + add_destination_entry, +) + +from .duckdb import CONNECTOR_TYPE as DUCKDB_CONNECTOR_TYPE +from .duckdb import duckdb_destination_entry +from .motherduck import CONNECTOR_TYPE as MOTHERDUCK_CONNECTOR_TYPE +from .motherduck import motherduck_destination_entry + +add_destination_entry(destination_type=DUCKDB_CONNECTOR_TYPE, entry=duckdb_destination_entry) +add_destination_entry( + destination_type=MOTHERDUCK_CONNECTOR_TYPE, entry=motherduck_destination_entry +) diff --git a/unstructured_ingest/v2/processes/connectors/duckdb/base.py b/unstructured_ingest/v2/processes/connectors/duckdb/base.py new file mode 100644 index 000000000..8aaa0db46 --- /dev/null +++ b/unstructured_ingest/v2/processes/connectors/duckdb/base.py @@ -0,0 +1,99 @@ +from dataclasses import dataclass +from pathlib import Path +from typing import Any + +import pandas as pd + +from unstructured_ingest.v2.interfaces import FileData, UploadStager +from unstructured_ingest.v2.utils import get_enhanced_element_id + +_COLUMNS = ( + "id", + "element_id", + "text", + "embeddings", + "type", + "system", + "layout_width", + "layout_height", + "points", + "url", + "version", + "date_created", + "date_modified", + "date_processed", + "permissions_data", + "record_locator", + "category_depth", + "parent_id", + "attached_filename", + "filetype", + "last_modified", + "file_directory", + "filename", + "languages", + "page_number", + "links", + "page_name", + "link_urls", + "link_texts", + "sent_from", + "sent_to", + "subject", + "section", + "header_footer_type", + "emphasized_text_contents", + "emphasized_text_tags", + "text_as_html", + "regex_metadata", + "detection_class_prob", +) + +# _DATE_COLUMNS = ("date_created", "date_modified", "date_processed", "last_modified") + + +@dataclass +class BaseDuckDBUploadStager(UploadStager): + + def conform_dict(self, element_dict: dict, file_data: FileData) -> dict: + data = element_dict.copy() + metadata: dict[str, Any] = data.pop("metadata", {}) + data_source = metadata.pop("data_source", {}) + coordinates = metadata.pop("coordinates", {}) + + data.update(metadata) + data.update(data_source) + data.update(coordinates) + + data["id"] = get_enhanced_element_id(element_dict=data, file_data=file_data) + + # remove extraneous, not supported columns + data = {k: v for k, v in data.items() if k in _COLUMNS} + return data + + def run( + self, + elements_filepath: Path, + file_data: FileData, + output_dir: Path, + output_filename: str, + **kwargs: Any, + ) -> Path: + elements_contents = self.get_data(elements_filepath=elements_filepath) + output_path = self.get_output_path(output_filename=output_filename, output_dir=output_dir) + + output = [ + self.conform_dict(element_dict=element_dict, file_data=file_data) + for element_dict in elements_contents + ] + df = pd.DataFrame(data=output) + + for column in filter( + lambda x: x in df.columns, + ("version", "page_number", "regex_metadata"), + ): + df[column] = df[column].apply(str) + + data = df.to_dict(orient="records") + self.write_output(output_path=output_path, data=data) + return output_path diff --git a/unstructured_ingest/v2/processes/connectors/duckdb/duckdb.py b/unstructured_ingest/v2/processes/connectors/duckdb/duckdb.py new file mode 100644 index 000000000..827e64e8d --- /dev/null +++ b/unstructured_ingest/v2/processes/connectors/duckdb/duckdb.py @@ -0,0 +1,127 @@ +from contextlib import contextmanager +from dataclasses import dataclass, field +from pathlib import Path +from typing import TYPE_CHECKING, Any, Generator, Optional + +import pandas as pd +from pydantic import Field, Secret + +from unstructured_ingest.error import DestinationConnectionError +from unstructured_ingest.utils.data_prep import get_data_df +from unstructured_ingest.utils.dep_check import requires_dependencies +from unstructured_ingest.v2.interfaces import ( + AccessConfig, + ConnectionConfig, + FileData, + Uploader, + UploaderConfig, + UploadStagerConfig, +) +from unstructured_ingest.v2.logger import logger +from unstructured_ingest.v2.processes.connector_registry import DestinationRegistryEntry +from unstructured_ingest.v2.processes.connectors.duckdb.base import BaseDuckDBUploadStager + +if TYPE_CHECKING: + from duckdb import DuckDBPyConnection as DuckDBConnection + +CONNECTOR_TYPE = "duckdb" + + +class DuckDBAccessConfig(AccessConfig): + pass + + +class DuckDBConnectionConfig(ConnectionConfig): + connector_type: str = Field(default=CONNECTOR_TYPE, init=False) + database: Optional[str] = Field( + default=None, + description="Database name. Path to the DuckDB .db file. If the file does " + "not exist, it will be created at the specified path.", + ) + db_schema: Optional[str] = Field( + default="main", + description="Schema name. Schema in the database where the elements table is located.", + ) + table: Optional[str] = Field( + default="elements", + description="Table name. Table name into which the elements data is inserted.", + ) + access_config: Secret[DuckDBAccessConfig] = Field( + default=DuckDBAccessConfig(), validate_default=True + ) + + def __post_init__(self): + if self.database is None: + raise ValueError( + "A DuckDB connection requires a path to a *.db or *.duckdb file " + "through the `database` argument" + ) + + @requires_dependencies(["duckdb"], extras="duckdb") + @contextmanager + def get_client(self) -> Generator["DuckDBConnection", None, None]: + import duckdb + + with duckdb.connect(self.database) as client: + yield client + + @contextmanager + def get_cursor(self) -> Generator["DuckDBConnection", None, None]: + with self.get_client() as client: + with client.cursor() as cursor: + yield cursor + + +class DuckDBUploadStagerConfig(UploadStagerConfig): + pass + + +@dataclass +class DuckDBUploadStager(BaseDuckDBUploadStager): + upload_stager_config: DuckDBUploadStagerConfig = field( + default_factory=lambda: DuckDBUploadStagerConfig() + ) + + +class DuckDBUploaderConfig(UploaderConfig): + batch_size: int = Field(default=50, description="[Not-used] Number of records per batch") + + +@dataclass +class DuckDBUploader(Uploader): + connector_type: str = CONNECTOR_TYPE + upload_config: DuckDBUploaderConfig + connection_config: DuckDBConnectionConfig + + def precheck(self) -> None: + try: + with self.connection_config.get_cursor() as cursor: + cursor.execute("SELECT 1;") + except Exception as e: + logger.error(f"failed to validate connection: {e}", exc_info=True) + raise DestinationConnectionError(f"failed to validate connection: {e}") + + def upload_dataframe(self, df: pd.DataFrame) -> None: + logger.debug(f"uploading {len(df)} entries to {self.connection_config.database} ") + + with self.connection_config.get_client() as conn: + conn.query( + f"INSERT INTO {self.connection_config.db_schema}.{self.connection_config.table} BY NAME SELECT * FROM df" # noqa: E501 + ) + + def run_data(self, data: list[dict], file_data: FileData, **kwargs: Any) -> None: + df = pd.DataFrame(data=data) + self.upload_dataframe(df=df) + + def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: + df = get_data_df(path) + self.upload_dataframe(df=df) + + +duckdb_destination_entry = DestinationRegistryEntry( + connection_config=DuckDBConnectionConfig, + uploader=DuckDBUploader, + uploader_config=DuckDBUploaderConfig, + upload_stager=DuckDBUploadStager, + upload_stager_config=DuckDBUploadStagerConfig, +) diff --git a/unstructured_ingest/v2/processes/connectors/duckdb/motherduck.py b/unstructured_ingest/v2/processes/connectors/duckdb/motherduck.py new file mode 100644 index 000000000..b2e51416b --- /dev/null +++ b/unstructured_ingest/v2/processes/connectors/duckdb/motherduck.py @@ -0,0 +1,126 @@ +from contextlib import contextmanager +from dataclasses import dataclass, field +from pathlib import Path +from typing import TYPE_CHECKING, Any, Generator, Optional + +import pandas as pd +from pydantic import Field, Secret + +from unstructured_ingest.__version__ import __version__ as unstructured_io_ingest_version +from unstructured_ingest.error import DestinationConnectionError +from unstructured_ingest.utils.data_prep import get_data_df +from unstructured_ingest.utils.dep_check import requires_dependencies +from unstructured_ingest.v2.interfaces import ( + AccessConfig, + ConnectionConfig, + FileData, + Uploader, + UploaderConfig, + UploadStagerConfig, +) +from unstructured_ingest.v2.logger import logger +from unstructured_ingest.v2.processes.connector_registry import DestinationRegistryEntry +from unstructured_ingest.v2.processes.connectors.duckdb.base import BaseDuckDBUploadStager + +if TYPE_CHECKING: + from duckdb import DuckDBPyConnection as MotherDuckConnection + +CONNECTOR_TYPE = "motherduck" + + +class MotherDuckAccessConfig(AccessConfig): + md_token: str = Field(default=None, description="MotherDuck token") + + +class MotherDuckConnectionConfig(ConnectionConfig): + connector_type: str = Field(default=CONNECTOR_TYPE, init=False) + database: str = Field( + description="Database name. Name of the MotherDuck database.", + ) + db_schema: Optional[str] = Field( + default="main", + description="Schema name. Schema in the database where the elements table is located.", + ) + table: Optional[str] = Field( + default="elements", + description="Table name. Table name into which the elements data is inserted.", + ) + access_config: Secret[MotherDuckAccessConfig] = Field( + default=MotherDuckAccessConfig(), validate_default=True + ) + + @requires_dependencies(["duckdb"], extras="duckdb") + @contextmanager + def get_client(self) -> Generator["MotherDuckConnection", None, None]: + import duckdb + + access_config = self.access_config.get_secret_value() + with duckdb.connect( + f"md:?motherduck_token={access_config.md_token}", + config={ + "custom_user_agent": f"unstructured-io-ingest/{unstructured_io_ingest_version}" + }, + ) as conn: + conn.sql(f"USE {self.database}") + yield conn + + @contextmanager + def get_cursor(self) -> Generator["MotherDuckConnection", None, None]: + with self.get_client() as client: + with client.cursor() as cursor: + yield cursor + + +class MotherDuckUploadStagerConfig(UploadStagerConfig): + pass + + +@dataclass +class MotherDuckUploadStager(BaseDuckDBUploadStager): + upload_stager_config: MotherDuckUploadStagerConfig = field( + default_factory=lambda: MotherDuckUploadStagerConfig() + ) + + +class MotherDuckUploaderConfig(UploaderConfig): + batch_size: int = Field(default=50, description="[Not-used] Number of records per batch") + + +@dataclass +class MotherDuckUploader(Uploader): + connector_type: str = CONNECTOR_TYPE + upload_config: MotherDuckUploaderConfig + connection_config: MotherDuckConnectionConfig + + def precheck(self) -> None: + try: + with self.connection_config.get_cursor() as cursor: + cursor.execute("SELECT 1;") + except Exception as e: + logger.error(f"failed to validate connection: {e}", exc_info=True) + raise DestinationConnectionError(f"failed to validate connection: {e}") + + def upload_dataframe(self, df: pd.DataFrame) -> None: + logger.debug(f"uploading {len(df)} entries to {self.connection_config.database} ") + + with self.connection_config.get_client() as conn: + conn.query( + f"INSERT INTO {self.connection_config.db_schema}.{self.connection_config.table} BY NAME SELECT * FROM df" # noqa: E501 + ) + + def run_data(self, data: list[dict], file_data: FileData, **kwargs: Any) -> None: + df = pd.DataFrame(data=data) + self.upload_dataframe(df=df) + + def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: + df = get_data_df(path) + self.upload_dataframe(df=df) + + +motherduck_destination_entry = DestinationRegistryEntry( + connection_config=MotherDuckConnectionConfig, + uploader=MotherDuckUploader, + uploader_config=MotherDuckUploaderConfig, + upload_stager=MotherDuckUploadStager, + upload_stager_config=MotherDuckUploadStagerConfig, +) diff --git a/unstructured_ingest/v2/processes/connectors/elasticsearch/elasticsearch.py b/unstructured_ingest/v2/processes/connectors/elasticsearch/elasticsearch.py index 6424b26e3..dcb23087d 100644 --- a/unstructured_ingest/v2/processes/connectors/elasticsearch/elasticsearch.py +++ b/unstructured_ingest/v2/processes/connectors/elasticsearch/elasticsearch.py @@ -1,6 +1,5 @@ +import collections import hashlib -import json -import sys from contextlib import contextmanager from dataclasses import dataclass, field from pathlib import Path @@ -15,11 +14,17 @@ SourceConnectionNetworkError, WriteError, ) -from unstructured_ingest.utils.data_prep import flatten_dict, generator_batching_wbytes +from unstructured_ingest.utils.data_prep import ( + batch_generator, + flatten_dict, + generator_batching_wbytes, +) from unstructured_ingest.utils.dep_check import requires_dependencies from unstructured_ingest.v2.constants import RECORD_ID_LABEL from unstructured_ingest.v2.interfaces import ( AccessConfig, + BatchFileData, + BatchItem, ConnectionConfig, Downloader, DownloaderConfig, @@ -48,6 +53,14 @@ CONNECTOR_TYPE = "elasticsearch" +class ElastisearchAdditionalMetadata(BaseModel): + index_name: str + + +class ElasticsearchBatchFileData(BatchFileData): + additional_metadata: ElastisearchAdditionalMetadata + + class ElasticsearchAccessConfig(AccessConfig): password: Optional[str] = Field( default=None, description="password when using basic auth or connecting to a cloud instance" @@ -174,36 +187,21 @@ def _get_doc_ids(self) -> set[str]: return {hit["_id"] for hit in hits} - def run(self, **kwargs: Any) -> Generator[FileData, None, None]: + def run(self, **kwargs: Any) -> Generator[ElasticsearchBatchFileData, None, None]: all_ids = self._get_doc_ids() ids = list(all_ids) - id_batches: list[frozenset[str]] = [ - frozenset( - ids[ - i - * self.index_config.batch_size : (i + 1) # noqa - * self.index_config.batch_size - ] - ) - for i in range( - (len(ids) + self.index_config.batch_size - 1) // self.index_config.batch_size - ) - ] - for batch in id_batches: + for batch in batch_generator(ids, self.index_config.batch_size): # Make sure the hash is always a positive number to create identified - identified = str(hash(batch) + sys.maxsize + 1) - yield FileData( - identifier=identified, + yield ElasticsearchBatchFileData( connector_type=CONNECTOR_TYPE, - doc_type="batch", metadata=FileDataSourceMetadata( url=f"{self.connection_config.hosts[0]}/{self.index_config.index_name}", date_processed=str(time()), ), - additional_metadata={ - "ids": list(batch), - "index_name": self.index_config.index_name, - }, + additional_metadata=ElastisearchAdditionalMetadata( + index_name=self.index_config.index_name, + ), + batch_items=[BatchItem(identifier=b) for b in batch], ) @@ -237,7 +235,7 @@ def map_es_results(self, es_results: dict) -> str: return concatenated_values def generate_download_response( - self, result: dict, index_name: str, file_data: FileData + self, result: dict, index_name: str, file_data: ElasticsearchBatchFileData ) -> DownloadResponse: record_id = result["_id"] filename_id = self.get_identifier(index_name=index_name, record_id=record_id) @@ -257,22 +255,19 @@ def generate_download_response( exc_info=True, ) raise SourceConnectionNetworkError(f"failed to download file {file_data.identifier}") - return DownloadResponse( - file_data=FileData( - identifier=filename_id, - connector_type=CONNECTOR_TYPE, - source_identifiers=SourceIdentifiers(filename=filename, fullpath=filename), - metadata=FileDataSourceMetadata( - version=str(result["_version"]) if "_version" in result else None, - date_processed=str(time()), - record_locator={ - "hosts": self.connection_config.hosts, - "index_name": index_name, - "document_id": record_id, - }, - ), - ), - path=download_path, + file_data.source_identifiers = SourceIdentifiers(filename=filename, fullpath=filename) + cast_file_data = FileData.cast(file_data=file_data) + cast_file_data.identifier = filename_id + cast_file_data.metadata.date_processed = str(time()) + cast_file_data.metadata.version = str(result["_version"]) if "_version" in result else None + cast_file_data.metadata.record_locator = { + "hosts": self.connection_config.hosts, + "index_name": index_name, + "document_id": record_id, + } + return super().generate_download_response( + file_data=cast_file_data, + download_path=download_path, ) def run(self, file_data: FileData, **kwargs: Any) -> download_responses: @@ -285,11 +280,12 @@ def load_async(self): return AsyncElasticsearch, async_scan - async def run_async(self, file_data: FileData, **kwargs: Any) -> download_responses: + async def run_async(self, file_data: BatchFileData, **kwargs: Any) -> download_responses: + elasticsearch_filedata = ElasticsearchBatchFileData.cast(file_data=file_data) AsyncClient, async_scan = self.load_async() - index_name: str = file_data.additional_metadata["index_name"] - ids: list[str] = file_data.additional_metadata["ids"] + index_name: str = elasticsearch_filedata.additional_metadata.index_name + ids: list[str] = [item.identifier for item in elasticsearch_filedata.batch_items] scan_query = { "_source": self.download_config.fields, @@ -307,7 +303,7 @@ async def run_async(self, file_data: FileData, **kwargs: Any) -> download_respon ): download_responses.append( self.generate_download_response( - result=result, index_name=index_name, file_data=file_data + result=result, index_name=index_name, file_data=elasticsearch_filedata ) ) return download_responses @@ -323,7 +319,8 @@ class ElasticsearchUploadStagerConfig(UploadStagerConfig): class ElasticsearchUploadStager(UploadStager): upload_stager_config: ElasticsearchUploadStagerConfig - def conform_dict(self, data: dict, file_data: FileData) -> dict: + def conform_dict(self, element_dict: dict, file_data: FileData) -> dict: + data = element_dict.copy() resp = { "_index": self.upload_stager_config.index_name, "_id": get_enhanced_element_id(element_dict=data, file_data=file_data), @@ -339,29 +336,6 @@ def conform_dict(self, data: dict, file_data: FileData) -> dict: resp["_source"]["metadata"] = flatten_dict(data["metadata"], separator="-") return resp - def run( - self, - elements_filepath: Path, - file_data: FileData, - output_dir: Path, - output_filename: str, - **kwargs: Any, - ) -> Path: - with open(elements_filepath) as elements_file: - elements_contents = json.load(elements_file) - conformed_elements = [ - self.conform_dict(data=element, file_data=file_data) for element in elements_contents - ] - if Path(output_filename).suffix != ".json": - output_filename = f"{output_filename}.json" - else: - output_filename = f"{Path(output_filename).stem}.json" - output_path = Path(output_dir) / output_filename - output_path.parent.mkdir(parents=True, exist_ok=True) - with open(output_path, "w") as output_file: - json.dump(conformed_elements, output_file, indent=2) - return output_path - class ElasticsearchUploaderConfig(UploaderConfig): index_name: str = Field( @@ -425,14 +399,15 @@ def delete_by_record_id(self, client, file_data: FileData) -> None: if failures := delete_resp.get("failures"): raise WriteError(f"failed to delete records: {failures}") - def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: + @requires_dependencies(["elasticsearch"], extras="elasticsearch") + def run_data(self, data: list[dict], file_data: FileData, **kwargs: Any) -> None: # noqa: E501 + from elasticsearch.helpers.errors import BulkIndexError + parallel_bulk = self.load_parallel_bulk() - with path.open("r") as file: - elements_dict = json.load(file) upload_destination = self.connection_config.hosts or self.connection_config.cloud_id logger.info( - f"writing {len(elements_dict)} elements via document batches to destination " + f"writing {len(data)} elements via document batches to destination " f"index named {self.upload_config.index_name} at {upload_destination} with " f"batch size (in bytes) {self.upload_config.batch_size_bytes} with " f"{self.upload_config.num_threads} (number of) threads" @@ -447,20 +422,35 @@ def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: f"This may cause issues when uploading." ) for batch in generator_batching_wbytes( - elements_dict, batch_size_limit_bytes=self.upload_config.batch_size_bytes + data, batch_size_limit_bytes=self.upload_config.batch_size_bytes ): - for success, info in parallel_bulk( - client=client, - actions=batch, - thread_count=self.upload_config.num_threads, - ): - if not success: - logger.error( - "upload failed for a batch in " - f"{(self.__class__.__name__).replace('Uploader', '')} " - "destination connector:", - info, - ) + try: + iterator = parallel_bulk( + client=client, + actions=batch, + thread_count=self.upload_config.num_threads, + ) + collections.deque(iterator, maxlen=0) + except BulkIndexError as e: + sanitized_errors = [ + self._sanitize_bulk_index_error(error) for error in e.errors + ] + logger.error( + f"Batch upload failed - {e} - with following errors: {sanitized_errors}" + ) + raise e + except Exception as e: + logger.error(f"Batch upload failed - {e}") + raise e + + def _sanitize_bulk_index_error(self, error: dict[str, dict]) -> dict: + """Remove data uploaded to index from the log, leave only error information. + + Error structure is `{: {..., "data": }}` + """ + for error_data in error.values(): + error_data.pop("data", None) + return error elasticsearch_source_entry = SourceRegistryEntry( diff --git a/unstructured_ingest/v2/processes/connectors/fsspec/azure.py b/unstructured_ingest/v2/processes/connectors/fsspec/azure.py index dc3ec8a7d..964c9af0c 100644 --- a/unstructured_ingest/v2/processes/connectors/fsspec/azure.py +++ b/unstructured_ingest/v2/processes/connectors/fsspec/azure.py @@ -1,14 +1,14 @@ from __future__ import annotations +from contextlib import contextmanager from dataclasses import dataclass, field -from pathlib import Path from time import time -from typing import Any, Generator, Optional +from typing import TYPE_CHECKING, Any, Generator, Optional from pydantic import Field, Secret from unstructured_ingest.utils.dep_check import requires_dependencies -from unstructured_ingest.v2.interfaces import DownloadResponse, FileData, FileDataSourceMetadata +from unstructured_ingest.v2.interfaces import FileDataSourceMetadata from unstructured_ingest.v2.processes.connector_registry import ( DestinationRegistryEntry, SourceRegistryEntry, @@ -25,6 +25,9 @@ ) from unstructured_ingest.v2.processes.connectors.fsspec.utils import json_serial, sterilize_dict +if TYPE_CHECKING: + from adlfs import AzureBlobFileSystem + CONNECTOR_TYPE = "azure" @@ -89,6 +92,12 @@ def get_access_config(self) -> dict[str, Any]: } return access_configs + @requires_dependencies(["adlfs", "fsspec"], extras="azure") + @contextmanager + def get_client(self, protocol: str) -> Generator["AzureBlobFileSystem", None, None]: + with super().get_client(protocol=protocol) as client: + yield client + @dataclass class AzureIndexer(FsspecIndexer): @@ -96,17 +105,9 @@ class AzureIndexer(FsspecIndexer): index_config: AzureIndexerConfig connector_type: str = CONNECTOR_TYPE - @requires_dependencies(["adlfs", "fsspec"], extras="azure") - def precheck(self) -> None: - super().precheck() - def sterilize_info(self, file_data: dict) -> dict: return sterilize_dict(data=file_data, default=azure_json_serial) - @requires_dependencies(["adlfs", "fsspec"], extras="azure") - def run(self, **kwargs: Any) -> Generator[FileData, None, None]: - return super().run(**kwargs) - def get_metadata(self, file_data: dict) -> FileDataSourceMetadata: path = file_data["name"] date_created = ( @@ -149,14 +150,6 @@ class AzureDownloader(FsspecDownloader): connector_type: str = CONNECTOR_TYPE download_config: Optional[AzureDownloaderConfig] = field(default_factory=AzureDownloaderConfig) - @requires_dependencies(["adlfs", "fsspec"], extras="azure") - def run(self, file_data: FileData, **kwargs: Any) -> DownloadResponse: - return super().run(file_data=file_data, **kwargs) - - @requires_dependencies(["adlfs", "fsspec"], extras="azure") - async def run_async(self, file_data: FileData, **kwargs: Any) -> DownloadResponse: - return await super().run_async(file_data=file_data, **kwargs) - class AzureUploaderConfig(FsspecUploaderConfig): pass @@ -168,22 +161,6 @@ class AzureUploader(FsspecUploader): connection_config: AzureConnectionConfig upload_config: AzureUploaderConfig = field(default=None) - @requires_dependencies(["adlfs", "fsspec"], extras="azure") - def __post_init__(self): - super().__post_init__() - - @requires_dependencies(["adlfs", "fsspec"], extras="azure") - def precheck(self) -> None: - super().precheck() - - @requires_dependencies(["adlfs", "fsspec"], extras="azure") - def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: - return super().run(path=path, file_data=file_data, **kwargs) - - @requires_dependencies(["adlfs", "fsspec"], extras="azure") - async def run_async(self, path: Path, file_data: FileData, **kwargs: Any) -> None: - return await super().run_async(path=path, file_data=file_data, **kwargs) - azure_source_entry = SourceRegistryEntry( indexer=AzureIndexer, diff --git a/unstructured_ingest/v2/processes/connectors/fsspec/box.py b/unstructured_ingest/v2/processes/connectors/fsspec/box.py index b8d865cd9..ce1bccb3c 100644 --- a/unstructured_ingest/v2/processes/connectors/fsspec/box.py +++ b/unstructured_ingest/v2/processes/connectors/fsspec/box.py @@ -1,15 +1,16 @@ from __future__ import annotations +from contextlib import contextmanager from dataclasses import dataclass, field -from pathlib import Path from time import time -from typing import Any, Generator, Optional +from typing import TYPE_CHECKING, Annotated, Any, Generator, Optional from dateutil import parser from pydantic import Field, Secret +from pydantic.functional_validators import BeforeValidator from unstructured_ingest.utils.dep_check import requires_dependencies -from unstructured_ingest.v2.interfaces import DownloadResponse, FileData, FileDataSourceMetadata +from unstructured_ingest.v2.interfaces import FileDataSourceMetadata from unstructured_ingest.v2.processes.connector_registry import ( DestinationRegistryEntry, SourceRegistryEntry, @@ -23,7 +24,12 @@ FsspecIndexerConfig, FsspecUploader, FsspecUploaderConfig, + SourceConnectionError, ) +from unstructured_ingest.v2.processes.connectors.utils import conform_string_to_dict + +if TYPE_CHECKING: + from boxfs import BoxFileSystem CONNECTOR_TYPE = "box" @@ -33,26 +39,35 @@ class BoxIndexerConfig(FsspecIndexerConfig): class BoxAccessConfig(FsspecAccessConfig): - box_app_config: Optional[str] = Field( - default=None, description="Path to Box app credentials as json file." + box_app_config: Annotated[dict, BeforeValidator(conform_string_to_dict)] = Field( + description="Box app credentials as a JSON string." ) class BoxConnectionConfig(FsspecConnectionConfig): supported_protocols: list[str] = field(default_factory=lambda: ["box"], init=False) - access_config: Secret[BoxAccessConfig] = Field(default=BoxAccessConfig(), validate_default=True) + access_config: Secret[BoxAccessConfig] connector_type: str = Field(default=CONNECTOR_TYPE, init=False) def get_access_config(self) -> dict[str, Any]: - # Return access_kwargs with oauth. The oauth object cannot be stored directly in the config - # because it is not serializable. from boxsdk import JWTAuth ac = self.access_config.get_secret_value() + settings_dict = ac.box_app_config + + # Create and authenticate the JWTAuth object + oauth = JWTAuth.from_settings_dictionary(settings_dict) + try: + oauth.authenticate_instance() + except Exception as e: + raise SourceConnectionError(f"Failed to authenticate with Box: {e}") + + if not oauth.access_token: + raise SourceConnectionError("Authentication failed: No access token generated.") + + # Prepare the access configuration with the authenticated oauth access_kwargs_with_oauth: dict[str, Any] = { - "oauth": JWTAuth.from_settings_file( - ac.box_app_config, - ), + "oauth": oauth, } access_config: dict[str, Any] = ac.model_dump() access_config.pop("box_app_config", None) @@ -60,6 +75,12 @@ def get_access_config(self) -> dict[str, Any]: return access_kwargs_with_oauth + @requires_dependencies(["boxfs"], extras="box") + @contextmanager + def get_client(self, protocol: str) -> Generator["BoxFileSystem", None, None]: + with super().get_client(protocol=protocol) as client: + yield client + @dataclass class BoxIndexer(FsspecIndexer): @@ -67,14 +88,6 @@ class BoxIndexer(FsspecIndexer): index_config: BoxIndexerConfig connector_type: str = CONNECTOR_TYPE - @requires_dependencies(["boxfs"], extras="box") - def run(self, **kwargs: Any) -> Generator[FileData, None, None]: - return super().run(**kwargs) - - @requires_dependencies(["boxfs"], extras="box") - def precheck(self) -> None: - super().precheck() - def get_metadata(self, file_data: dict) -> FileDataSourceMetadata: path = file_data["name"] date_created = None @@ -114,14 +127,6 @@ class BoxDownloader(FsspecDownloader): connector_type: str = CONNECTOR_TYPE download_config: Optional[BoxDownloaderConfig] = field(default_factory=BoxDownloaderConfig) - @requires_dependencies(["boxfs"], extras="box") - def run(self, file_data: FileData, **kwargs: Any) -> DownloadResponse: - return super().run(file_data=file_data, **kwargs) - - @requires_dependencies(["boxfs"], extras="box") - async def run_async(self, file_data: FileData, **kwargs: Any) -> DownloadResponse: - return await super().run_async(file_data=file_data, **kwargs) - class BoxUploaderConfig(FsspecUploaderConfig): pass @@ -133,22 +138,6 @@ class BoxUploader(FsspecUploader): connection_config: BoxConnectionConfig upload_config: BoxUploaderConfig = field(default=None) - @requires_dependencies(["boxfs"], extras="box") - def __post_init__(self): - super().__post_init__() - - @requires_dependencies(["boxfs"], extras="box") - def precheck(self) -> None: - super().precheck() - - @requires_dependencies(["boxfs"], extras="box") - def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: - return super().run(path=path, file_data=file_data, **kwargs) - - @requires_dependencies(["boxfs"], extras="box") - async def run_async(self, path: Path, file_data: FileData, **kwargs: Any) -> None: - return await super().run_async(path=path, file_data=file_data, **kwargs) - box_source_entry = SourceRegistryEntry( indexer=BoxIndexer, diff --git a/unstructured_ingest/v2/processes/connectors/fsspec/dropbox.py b/unstructured_ingest/v2/processes/connectors/fsspec/dropbox.py index 0bd419dab..ca1a69683 100644 --- a/unstructured_ingest/v2/processes/connectors/fsspec/dropbox.py +++ b/unstructured_ingest/v2/processes/connectors/fsspec/dropbox.py @@ -1,14 +1,14 @@ from __future__ import annotations +from contextlib import contextmanager from dataclasses import dataclass, field -from pathlib import Path from time import time -from typing import Any, Generator, Optional +from typing import TYPE_CHECKING, Generator, Optional from pydantic import Field, Secret from unstructured_ingest.utils.dep_check import requires_dependencies -from unstructured_ingest.v2.interfaces import DownloadResponse, FileData, FileDataSourceMetadata +from unstructured_ingest.v2.interfaces import FileDataSourceMetadata from unstructured_ingest.v2.processes.connector_registry import ( DestinationRegistryEntry, SourceRegistryEntry, @@ -24,11 +24,16 @@ FsspecUploaderConfig, ) +if TYPE_CHECKING: + from dropboxdrivefs import DropboxDriveFileSystem + CONNECTOR_TYPE = "dropbox" class DropboxIndexerConfig(FsspecIndexerConfig): - pass + def model_post_init(self, __context): + if not self.path_without_protocol.startswith("/"): + self.path_without_protocol = "/" + self.path_without_protocol class DropboxAccessConfig(FsspecAccessConfig): @@ -42,6 +47,12 @@ class DropboxConnectionConfig(FsspecConnectionConfig): ) connector_type: str = Field(default=CONNECTOR_TYPE, init=False) + @requires_dependencies(["dropboxdrivefs", "fsspec"], extras="dropbox") + @contextmanager + def get_client(self, protocol: str) -> Generator["DropboxDriveFileSystem", None, None]: + with super().get_client(protocol=protocol) as client: + yield client + @dataclass class DropboxIndexer(FsspecIndexer): @@ -83,20 +94,6 @@ def get_metadata(self, file_data: dict) -> FileDataSourceMetadata: filesize_bytes=file_size, ) - @requires_dependencies(["dropboxdrivefs", "fsspec"], extras="dropbox") - def __post_init__(self): - # dropbox expects the path to start with a / - if not self.index_config.path_without_protocol.startswith("/"): - self.index_config.path_without_protocol = "/" + self.index_config.path_without_protocol - - @requires_dependencies(["dropboxdrivefs", "fsspec"], extras="dropbox") - def precheck(self) -> None: - super().precheck() - - @requires_dependencies(["dropboxdrivefs", "fsspec"], extras="dropbox") - def run(self, **kwargs: Any) -> Generator[FileData, None, None]: - return super().run(**kwargs) - class DropboxDownloaderConfig(FsspecDownloaderConfig): pass @@ -111,14 +108,6 @@ class DropboxDownloader(FsspecDownloader): default_factory=DropboxDownloaderConfig ) - @requires_dependencies(["dropboxdrivefs", "fsspec"], extras="dropbox") - def run(self, file_data: FileData, **kwargs: Any) -> DownloadResponse: - return super().run(file_data=file_data, **kwargs) - - @requires_dependencies(["dropboxdrivefs", "fsspec"], extras="dropbox") - async def run_async(self, file_data: FileData, **kwargs: Any) -> DownloadResponse: - return await super().run_async(file_data=file_data, **kwargs) - class DropboxUploaderConfig(FsspecUploaderConfig): pass @@ -130,22 +119,6 @@ class DropboxUploader(FsspecUploader): connection_config: DropboxConnectionConfig upload_config: DropboxUploaderConfig = field(default=None) - @requires_dependencies(["dropboxdrivefs", "fsspec"], extras="dropbox") - def __post_init__(self): - super().__post_init__() - - @requires_dependencies(["dropboxdrivefs", "fsspec"], extras="dropbox") - def precheck(self) -> None: - super().precheck() - - @requires_dependencies(["dropboxdrivefs", "fsspec"], extras="dropbox") - def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: - return super().run(path=path, file_data=file_data, **kwargs) - - @requires_dependencies(["dropboxdrivefs", "fsspec"], extras="dropbox") - async def run_async(self, path: Path, file_data: FileData, **kwargs: Any) -> None: - return await super().run_async(path=path, file_data=file_data, **kwargs) - dropbox_source_entry = SourceRegistryEntry( indexer=DropboxIndexer, diff --git a/unstructured_ingest/v2/processes/connectors/fsspec/fsspec.py b/unstructured_ingest/v2/processes/connectors/fsspec/fsspec.py index ca36fd0b2..ffe7364e2 100644 --- a/unstructured_ingest/v2/processes/connectors/fsspec/fsspec.py +++ b/unstructured_ingest/v2/processes/connectors/fsspec/fsspec.py @@ -4,6 +4,7 @@ import random import shutil import tempfile +from contextlib import contextmanager from dataclasses import dataclass, field from pathlib import Path from typing import TYPE_CHECKING, Any, Generator, Optional, TypeVar @@ -78,6 +79,15 @@ class FsspecConnectionConfig(ConnectionConfig): access_config: Secret[FsspecAccessConfig] connector_type: str = Field(default=CONNECTOR_TYPE, init=False) + @contextmanager + def get_client(self, protocol: str) -> Generator["AbstractFileSystem", None, None]: + from fsspec import get_filesystem_class + + client = get_filesystem_class(protocol)( + **self.get_access_config(), + ) + yield client + FsspecIndexerConfigT = TypeVar("FsspecIndexerConfigT", bound=FsspecIndexerConfig) FsspecConnectionConfigT = TypeVar("FsspecConnectionConfigT", bound=FsspecConnectionConfig) @@ -89,14 +99,6 @@ class FsspecIndexer(Indexer): index_config: FsspecIndexerConfigT connector_type: str = Field(default=CONNECTOR_TYPE, init=False) - @property - def fs(self) -> "AbstractFileSystem": - from fsspec import get_filesystem_class - - return get_filesystem_class(self.index_config.protocol)( - **self.connection_config.get_access_config(), - ) - def precheck(self) -> None: from fsspec import get_filesystem_class @@ -110,7 +112,8 @@ def precheck(self) -> None: return file_to_sample = valid_files[0] logger.debug(f"attempting to make HEAD request for file: {file_to_sample}") - self.fs.head(path=file_to_sample) + with self.connection_config.get_client(protocol=self.index_config.protocol) as client: + client.head(path=file_to_sample) except Exception as e: logger.error(f"failed to validate connection: {e}", exc_info=True) raise SourceConnectionError(f"failed to validate connection: {e}") @@ -120,16 +123,18 @@ def get_file_data(self) -> list[dict[str, Any]]: # fs.ls does not walk directories # directories that are listed in cloud storage can cause problems # because they are seen as 0 byte files - files = self.fs.ls(self.index_config.path_without_protocol, detail=True) + with self.connection_config.get_client(protocol=self.index_config.protocol) as client: + files = client.ls(self.index_config.path_without_protocol, detail=True) else: # fs.find will recursively walk directories # "size" is a common key for all the cloud protocols with fs - found = self.fs.find( - self.index_config.path_without_protocol, - detail=True, - ) - files = found.values() + with self.connection_config.get_client(protocol=self.index_config.protocol) as client: + found = client.find( + self.index_config.path_without_protocol, + detail=True, + ) + files = found.values() filtered_files = [ file for file in files if file.get("size") > 0 and file.get("type") == "file" ] @@ -200,15 +205,8 @@ class FsspecDownloader(Downloader): ) def is_async(self) -> bool: - return self.fs.async_impl - - @property - def fs(self) -> "AbstractFileSystem": - from fsspec import get_filesystem_class - - return get_filesystem_class(self.protocol)( - **self.connection_config.get_access_config(), - ) + with self.connection_config.get_client(protocol=self.protocol) as client: + return client.async_impl def handle_directory_download(self, lpath: Path) -> None: # If the object's name contains certain characters (i.e. '?'), it @@ -237,7 +235,8 @@ def run(self, file_data: FileData, **kwargs: Any) -> DownloadResponse: download_path.parent.mkdir(parents=True, exist_ok=True) try: rpath = file_data.additional_metadata["original_file_path"] - self.fs.get(rpath=rpath, lpath=download_path.as_posix()) + with self.connection_config.get_client(protocol=self.protocol) as client: + client.get(rpath=rpath, lpath=download_path.as_posix()) self.handle_directory_download(lpath=download_path) except Exception as e: logger.error(f"failed to download file {file_data.identifier}: {e}", exc_info=True) @@ -249,7 +248,8 @@ async def async_run(self, file_data: FileData, **kwargs: Any) -> DownloadRespons download_path.parent.mkdir(parents=True, exist_ok=True) try: rpath = file_data.additional_metadata["original_file_path"] - await self.fs.get(rpath=rpath, lpath=download_path.as_posix()) + with self.connection_config.get_client(protocol=self.protocol) as client: + await client.get(rpath=rpath, lpath=download_path.as_posix()) self.handle_directory_download(lpath=download_path) except Exception as e: logger.error(f"failed to download file {file_data.identifier}: {e}", exc_info=True) @@ -268,9 +268,11 @@ class FsspecUploaderConfig(FileConfig, UploaderConfig): class FsspecUploader(Uploader): connector_type: str = CONNECTOR_TYPE upload_config: FsspecUploaderConfigT = field(default=None) + connection_config: FsspecConnectionConfigT def is_async(self) -> bool: - return self.fs.async_impl + with self.connection_config.get_client(protocol=self.upload_config.protocol) as client: + return client.async_impl @property def fs(self) -> "AbstractFileSystem": @@ -297,7 +299,7 @@ def precheck(self) -> None: **self.connection_config.get_access_config(), ) upload_path = Path(self.upload_config.path_without_protocol) / "_empty" - fs.write_bytes(path=str(upload_path), value=b"") + fs.write_bytes(path=upload_path.as_posix(), value=b"") except Exception as e: logger.error(f"failed to validate connection: {e}", exc_info=True) raise DestinationConnectionError(f"failed to validate connection: {e}") @@ -314,11 +316,13 @@ def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: path_str = str(path.resolve()) upload_path = self.get_upload_path(file_data=file_data) logger.debug(f"writing local file {path_str} to {upload_path}") - self.fs.upload(lpath=path_str, rpath=str(upload_path)) + with self.connection_config.get_client(protocol=self.upload_config.protocol) as client: + client.upload(lpath=path_str, rpath=upload_path.as_posix()) async def run_async(self, path: Path, file_data: FileData, **kwargs: Any) -> None: upload_path = self.get_upload_path(file_data=file_data) path_str = str(path.resolve()) # Odd that fsspec doesn't run exists() as async even when client support async logger.debug(f"writing local file {path_str} to {upload_path}") - self.fs.upload(lpath=path_str, rpath=str(upload_path)) + with self.connection_config.get_client(protocol=self.upload_config.protocol) as client: + client.upload(lpath=path_str, rpath=upload_path.as_posix()) diff --git a/unstructured_ingest/v2/processes/connectors/fsspec/gcs.py b/unstructured_ingest/v2/processes/connectors/fsspec/gcs.py index 4bbe59434..9220b0347 100644 --- a/unstructured_ingest/v2/processes/connectors/fsspec/gcs.py +++ b/unstructured_ingest/v2/processes/connectors/fsspec/gcs.py @@ -1,16 +1,17 @@ from __future__ import annotations +from contextlib import contextmanager from dataclasses import dataclass, field from pathlib import Path from time import time -from typing import Any, Generator, Optional, Union +from typing import TYPE_CHECKING, Any, Generator, Optional, Union from dateutil import parser from pydantic import Field, Secret from unstructured_ingest.utils.dep_check import requires_dependencies from unstructured_ingest.utils.string_and_date_utils import json_to_dict -from unstructured_ingest.v2.interfaces import DownloadResponse, FileData, FileDataSourceMetadata +from unstructured_ingest.v2.interfaces import FileDataSourceMetadata from unstructured_ingest.v2.processes.connector_registry import ( DestinationRegistryEntry, SourceRegistryEntry, @@ -26,6 +27,9 @@ FsspecUploaderConfig, ) +if TYPE_CHECKING: + from gcsfs import GCSFileSystem + CONNECTOR_TYPE = "gcs" @@ -93,6 +97,12 @@ class GcsConnectionConfig(FsspecConnectionConfig): access_config: Secret[GcsAccessConfig] = Field(default=GcsAccessConfig(), validate_default=True) connector_type: str = Field(default=CONNECTOR_TYPE, init=False) + @requires_dependencies(["gcsfs", "fsspec"], extras="gcs") + @contextmanager + def get_client(self, protocol: str) -> Generator["GCSFileSystem", None, None]: + with super().get_client(protocol=protocol) as client: + yield client + @dataclass class GcsIndexer(FsspecIndexer): @@ -100,14 +110,6 @@ class GcsIndexer(FsspecIndexer): index_config: GcsIndexerConfig connector_type: str = CONNECTOR_TYPE - @requires_dependencies(["gcsfs", "fsspec"], extras="gcs") - def run(self, **kwargs: Any) -> Generator[FileData, None, None]: - return super().run(**kwargs) - - @requires_dependencies(["gcsfs", "fsspec"], extras="gcs") - def precheck(self) -> None: - super().precheck() - def get_metadata(self, file_data: dict) -> FileDataSourceMetadata: path = file_data["name"] date_created = None @@ -147,14 +149,6 @@ class GcsDownloader(FsspecDownloader): connector_type: str = CONNECTOR_TYPE download_config: Optional[GcsDownloaderConfig] = field(default_factory=GcsDownloaderConfig) - @requires_dependencies(["gcsfs", "fsspec"], extras="gcs") - def run(self, file_data: FileData, **kwargs: Any) -> DownloadResponse: - return super().run(file_data=file_data, **kwargs) - - @requires_dependencies(["gcsfs", "fsspec"], extras="gcs") - async def run_async(self, file_data: FileData, **kwargs: Any) -> DownloadResponse: - return await super().run_async(file_data=file_data, **kwargs) - class GcsUploaderConfig(FsspecUploaderConfig): pass @@ -166,22 +160,6 @@ class GcsUploader(FsspecUploader): connection_config: GcsConnectionConfig upload_config: GcsUploaderConfig = field(default=None) - @requires_dependencies(["gcsfs", "fsspec"], extras="gcs") - def __post_init__(self): - super().__post_init__() - - @requires_dependencies(["gcsfs", "fsspec"], extras="gcs") - def precheck(self) -> None: - super().precheck() - - @requires_dependencies(["gcsfs", "fsspec"], extras="gcs") - def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: - return super().run(path=path, file_data=file_data, **kwargs) - - @requires_dependencies(["gcsfs", "fsspec"], extras="gcs") - async def run_async(self, path: Path, file_data: FileData, **kwargs: Any) -> None: - return await super().run_async(path=path, file_data=file_data, **kwargs) - gcs_source_entry = SourceRegistryEntry( indexer=GcsIndexer, diff --git a/unstructured_ingest/v2/processes/connectors/fsspec/s3.py b/unstructured_ingest/v2/processes/connectors/fsspec/s3.py index d34bf9812..c4089a32f 100644 --- a/unstructured_ingest/v2/processes/connectors/fsspec/s3.py +++ b/unstructured_ingest/v2/processes/connectors/fsspec/s3.py @@ -1,15 +1,13 @@ import contextlib +from contextlib import contextmanager from dataclasses import dataclass, field -from pathlib import Path from time import time -from typing import Any, Generator, Optional +from typing import TYPE_CHECKING, Any, Generator, Optional from pydantic import Field, Secret from unstructured_ingest.utils.dep_check import requires_dependencies from unstructured_ingest.v2.interfaces import ( - DownloadResponse, - FileData, FileDataSourceMetadata, ) from unstructured_ingest.v2.processes.connector_registry import ( @@ -29,6 +27,9 @@ CONNECTOR_TYPE = "s3" +if TYPE_CHECKING: + from s3fs import S3FileSystem + class S3IndexerConfig(FsspecIndexerConfig): pass @@ -72,6 +73,12 @@ def get_access_config(self) -> dict[str, Any]: ) return access_configs + @requires_dependencies(["s3fs", "fsspec"], extras="s3") + @contextmanager + def get_client(self, protocol: str) -> Generator["S3FileSystem", None, None]: + with super().get_client(protocol=protocol) as client: + yield client + @dataclass class S3Indexer(FsspecIndexer): @@ -97,7 +104,8 @@ def get_metadata(self, file_data: dict) -> FileDataSourceMetadata: version = file_data.get("ETag").rstrip('"').lstrip('"') if "ETag" in file_data else None metadata: dict[str, str] = {} with contextlib.suppress(AttributeError): - metadata = self.fs.metadata(path=path) + with self.connection_config.get_client(protocol=self.index_config.protocol) as client: + metadata = client.metadata(path=path) record_locator = { "protocol": self.index_config.protocol, "remote_file_path": self.index_config.remote_url, @@ -114,14 +122,6 @@ def get_metadata(self, file_data: dict) -> FileDataSourceMetadata: filesize_bytes=file_size, ) - @requires_dependencies(["s3fs", "fsspec"], extras="s3") - def run(self, **kwargs: Any) -> Generator[FileData, None, None]: - return super().run(**kwargs) - - @requires_dependencies(["s3fs", "fsspec"], extras="s3") - def precheck(self) -> None: - super().precheck() - class S3DownloaderConfig(FsspecDownloaderConfig): pass @@ -134,14 +134,6 @@ class S3Downloader(FsspecDownloader): connector_type: str = CONNECTOR_TYPE download_config: Optional[S3DownloaderConfig] = field(default_factory=S3DownloaderConfig) - @requires_dependencies(["s3fs", "fsspec"], extras="s3") - def run(self, file_data: FileData, **kwargs: Any) -> DownloadResponse: - return super().run(file_data=file_data, **kwargs) - - @requires_dependencies(["s3fs", "fsspec"], extras="s3") - async def run_async(self, file_data: FileData, **kwargs: Any) -> DownloadResponse: - return await super().run_async(file_data=file_data, **kwargs) - class S3UploaderConfig(FsspecUploaderConfig): pass @@ -153,22 +145,6 @@ class S3Uploader(FsspecUploader): connection_config: S3ConnectionConfig upload_config: S3UploaderConfig = field(default=None) - @requires_dependencies(["s3fs", "fsspec"], extras="s3") - def precheck(self) -> None: - super().precheck() - - @requires_dependencies(["s3fs", "fsspec"], extras="s3") - def __post_init__(self): - super().__post_init__() - - @requires_dependencies(["s3fs", "fsspec"], extras="s3") - def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: - return super().run(path=path, file_data=file_data, **kwargs) - - @requires_dependencies(["s3fs", "fsspec"], extras="s3") - async def run_async(self, path: Path, file_data: FileData, **kwargs: Any) -> None: - return await super().run_async(path=path, file_data=file_data, **kwargs) - s3_source_entry = SourceRegistryEntry( indexer=S3Indexer, diff --git a/unstructured_ingest/v2/processes/connectors/fsspec/sftp.py b/unstructured_ingest/v2/processes/connectors/fsspec/sftp.py index de1aa0f4d..c770f3c6a 100644 --- a/unstructured_ingest/v2/processes/connectors/fsspec/sftp.py +++ b/unstructured_ingest/v2/processes/connectors/fsspec/sftp.py @@ -1,16 +1,17 @@ from __future__ import annotations import os +from contextlib import contextmanager from dataclasses import dataclass, field from pathlib import Path from time import time -from typing import Any, Generator, Optional +from typing import TYPE_CHECKING, Any, Generator, Optional from urllib.parse import urlparse from pydantic import Field, Secret from unstructured_ingest.utils.dep_check import requires_dependencies -from unstructured_ingest.v2.interfaces import DownloadResponse, FileData, FileDataSourceMetadata +from unstructured_ingest.v2.interfaces import FileData, FileDataSourceMetadata from unstructured_ingest.v2.processes.connector_registry import ( DestinationRegistryEntry, SourceRegistryEntry, @@ -26,6 +27,9 @@ FsspecUploaderConfig, ) +if TYPE_CHECKING: + from fsspec.implementations.sftp import SFTPFileSystem + CONNECTOR_TYPE = "sftp" @@ -67,6 +71,19 @@ def get_access_config(self) -> dict[str, Any]: } return access_config + @contextmanager + @requires_dependencies(["paramiko", "fsspec"], extras="sftp") + def get_client(self, protocol: str) -> Generator["SFTPFileSystem", None, None]: + # The paramiko.SSHClient() client that's opened by the SFTPFileSystem + # never gets closed so explicitly adding that as part of this context manager + from fsspec import get_filesystem_class + + client: SFTPFileSystem = get_filesystem_class(protocol)( + **self.get_access_config(), + ) + yield client + client.client.close() + @dataclass class SftpIndexer(FsspecIndexer): @@ -74,13 +91,11 @@ class SftpIndexer(FsspecIndexer): index_config: SftpIndexerConfig connector_type: str = CONNECTOR_TYPE - @requires_dependencies(["paramiko", "fsspec"], extras="sftp") def __post_init__(self): parsed_url = urlparse(self.index_config.remote_url) self.connection_config.host = parsed_url.hostname or self.connection_config.host self.connection_config.port = parsed_url.port or self.connection_config.port - @requires_dependencies(["paramiko", "fsspec"], extras="sftp") def run(self, **kwargs: Any) -> Generator[FileData, None, None]: for file in super().run(**kwargs): new_identifier = ( @@ -92,10 +107,6 @@ def run(self, **kwargs: Any) -> Generator[FileData, None, None]: file.identifier = new_identifier yield file - @requires_dependencies(["paramiko", "fsspec"], extras="sftp") - def precheck(self) -> None: - super().precheck() - def get_metadata(self, file_data: dict) -> FileDataSourceMetadata: path = file_data["name"] date_created = str(file_data.get("time").timestamp()) if "time" in file_data else None @@ -128,20 +139,11 @@ class SftpDownloader(FsspecDownloader): connector_type: str = Field(default=CONNECTOR_TYPE, init=False) download_config: Optional[SftpDownloaderConfig] = field(default_factory=SftpDownloaderConfig) - @requires_dependencies(["paramiko", "fsspec"], extras="sftp") def __post_init__(self): parsed_url = urlparse(self.download_config.remote_url) self.connection_config.host = parsed_url.hostname or self.connection_config.host self.connection_config.port = parsed_url.port or self.connection_config.port - @requires_dependencies(["paramiko", "fsspec"], extras="sftp") - def run(self, file_data: FileData, **kwargs: Any) -> DownloadResponse: - return super().run(file_data=file_data, **kwargs) - - @requires_dependencies(["paramiko", "fsspec"], extras="sftp") - async def run_async(self, file_data: FileData, **kwargs: Any) -> DownloadResponse: - return await super().run_async(file_data=file_data, **kwargs) - class SftpUploaderConfig(FsspecUploaderConfig): pass @@ -153,22 +155,6 @@ class SftpUploader(FsspecUploader): connection_config: SftpConnectionConfig upload_config: SftpUploaderConfig = field(default=None) - @requires_dependencies(["paramiko", "fsspec"], extras="sftp") - def __post_init__(self): - super().__post_init__() - - @requires_dependencies(["paramiko", "fsspec"], extras="sftp") - def precheck(self) -> None: - super().precheck() - - @requires_dependencies(["paramiko", "fsspec"], extras="sftp") - def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: - return super().run(path=path, file_data=file_data, **kwargs) - - @requires_dependencies(["paramiko", "fsspec"], extras="sftp") - async def run_async(self, path: Path, file_data: FileData, **kwargs: Any) -> None: - return await super().run_async(path=path, file_data=file_data, **kwargs) - sftp_source_entry = SourceRegistryEntry( indexer=SftpIndexer, diff --git a/unstructured_ingest/v2/processes/connectors/gitlab.py b/unstructured_ingest/v2/processes/connectors/gitlab.py index ed29a8e0a..93146ac9a 100644 --- a/unstructured_ingest/v2/processes/connectors/gitlab.py +++ b/unstructured_ingest/v2/processes/connectors/gitlab.py @@ -1,5 +1,6 @@ from __future__ import annotations +from contextlib import contextmanager from dataclasses import dataclass from pathlib import Path from typing import TYPE_CHECKING, Any, Generator, Optional @@ -82,16 +83,18 @@ def set_repo_path(self): @SourceConnectionError.wrap @requires_dependencies(["gitlab"], extras="gitlab") - def get_client(self) -> "Gitlab": + @contextmanager + def get_client(self) -> Generator["Gitlab", None, None]: from gitlab import Gitlab logger.info(f"Connection to GitLab: {self.base_url!r}") - gitlab = Gitlab( + with Gitlab( self.base_url, private_token=self.access_config.get_secret_value().access_token - ) - return gitlab + ) as client: + yield client - def get_project(self) -> "Project": + @contextmanager + def get_project(self) -> Generator["Project", None, None]: """Retrieves the specified GitLab project using the configured base URL and access token. Returns: @@ -101,13 +104,12 @@ def get_project(self) -> "Project": SourceConnectionError: If the GitLab API connection fails. gitlab.exceptions.GitlabGetError: If the project is not found. """ - gitlab = self.get_client() + with self.get_client() as client: + logger.info(f"Accessing Project: '{self.repo_path}'") + project = client.projects.get(self.repo_path) - logger.info(f"Accessing Project: '{self.repo_path}'") - project = gitlab.projects.get(self.repo_path) - - logger.info(f"Successfully accessed project '{self.repo_path}'") - return project + logger.info(f"Successfully accessed project '{self.repo_path}'") + yield project class GitLabIndexerConfig(IndexerConfig): @@ -144,11 +146,11 @@ def precheck(self) -> None: """ try: - gitlab = self.connection_config.get_client() - if self.connection_config.access_config.get_secret_value().access_token is not None: - gitlab.auth() - else: - gitlab.projects.get(self.connection_config.repo_path) + with self.connection_config.get_client() as client: + if self.connection_config.access_config.get_secret_value().access_token is not None: + client.auth() + else: + client.projects.get(self.connection_config.repo_path) except Exception as e: logger.error(f"Failed to validate connection: {e}", exc_info=True) @@ -168,17 +170,16 @@ def run(self, **kwargs: Any) -> Generator[FileData, None, None]: FileData: A generator that yields `FileData` objects representing each file (blob) in the repository. """ - project = self.connection_config.get_project() - - ref = self.index_config.git_branch or project.default_branch - - files = project.repository_tree( - path=str(self.index_config.path), - ref=ref, - recursive=self.index_config.recursive, - iterator=True, - all=True, - ) + with self.connection_config.get_project() as project: + ref = self.index_config.git_branch or project.default_branch + + files = project.repository_tree( + path=str(self.index_config.path), + ref=ref, + recursive=self.index_config.recursive, + iterator=True, + all=True, + ) for file in files: relative_path = str(Path(file["path"]).relative_to(self.index_config.path)) @@ -250,12 +251,12 @@ def _download_file(self, file_data: FileData, download_path: Path) -> None: ref = file_data.metadata.record_locator["ref"] path = file_data.metadata.record_locator["file_path"] - - project_file = self.connection_config.get_project().files.get(file_path=path, ref=ref) download_path.parent.mkdir(exist_ok=True, parents=True) - with open(download_path, "wb") as file: - file.write(project_file.decode()) + with self.connection_config.get_project() as project: + project_file = project.files.get(file_path=path, ref=ref) + with open(download_path, "wb") as file: + file.write(project_file.decode()) gitlab_source_entry = SourceRegistryEntry( diff --git a/unstructured_ingest/v2/processes/connectors/google_drive.py b/unstructured_ingest/v2/processes/connectors/google_drive.py index 052e8db05..f84e10650 100644 --- a/unstructured_ingest/v2/processes/connectors/google_drive.py +++ b/unstructured_ingest/v2/processes/connectors/google_drive.py @@ -1,5 +1,6 @@ import io import json +from contextlib import contextmanager from dataclasses import dataclass, field from pathlib import Path from typing import TYPE_CHECKING, Annotated, Any, Generator, Optional @@ -74,7 +75,8 @@ class GoogleDriveConnectionConfig(ConnectionConfig): access_config: Secret[GoogleDriveAccessConfig] @requires_dependencies(["googleapiclient"], extras="google-drive") - def get_files_service(self) -> "GoogleAPIResource": + @contextmanager + def get_client(self) -> Generator["GoogleAPIResource", None, None]: from google.auth import exceptions from google.oauth2 import service_account from googleapiclient.discovery import build @@ -86,8 +88,8 @@ def get_files_service(self) -> "GoogleAPIResource": try: creds = service_account.Credentials.from_service_account_info(key_data) service = build("drive", "v3", credentials=creds) - return service.files() - + with service.files() as client: + yield client except HttpError as exc: raise ValueError(f"{exc.reason}") except exceptions.DefaultCredentialsError: @@ -132,7 +134,7 @@ class GoogleDriveIndexer(Indexer): def precheck(self) -> None: try: - self.connection_config.get_files_service() + self.connection_config.get_client() except Exception as e: logger.error(f"failed to validate connection: {e}", exc_info=True) raise SourceConnectionError(f"failed to validate connection: {e}") @@ -266,13 +268,14 @@ def get_files( return data def run(self, **kwargs: Any) -> Generator[FileData, None, None]: - for f in self.get_files( - files_client=self.connection_config.get_files_service(), - object_id=self.connection_config.drive_id, - recursive=self.index_config.recursive, - extensions=self.index_config.extensions, - ): - yield f + with self.connection_config.get_client() as client: + for f in self.get_files( + files_client=client, + object_id=self.connection_config.drive_id, + recursive=self.index_config.recursive, + extensions=self.index_config.extensions, + ): + yield f class GoogleDriveDownloaderConfig(DownloaderConfig): @@ -309,30 +312,30 @@ def run(self, file_data: FileData, **kwargs: Any) -> DownloadResponse: logger.debug(f"fetching file: {file_data.source_identifiers.fullpath}") mime_type = file_data.additional_metadata["mimeType"] record_id = file_data.identifier - files_client = self.connection_config.get_files_service() - if mime_type.startswith("application/vnd.google-apps"): - export_mime = GOOGLE_DRIVE_EXPORT_TYPES.get( - self.meta.get("mimeType"), # type: ignore - ) - if not export_mime: - raise TypeError( - f"File not supported. Name: {file_data.source_identifiers.filename} " - f"ID: {record_id} " - f"MimeType: {mime_type}" + with self.connection_config.get_client() as client: + if mime_type.startswith("application/vnd.google-apps"): + export_mime = GOOGLE_DRIVE_EXPORT_TYPES.get( + self.meta.get("mimeType"), # type: ignore ) - - request = files_client.export_media( - fileId=record_id, - mimeType=export_mime, - ) - else: - request = files_client.get_media(fileId=record_id) + if not export_mime: + raise TypeError( + f"File not supported. Name: {file_data.source_identifiers.filename} " + f"ID: {record_id} " + f"MimeType: {mime_type}" + ) + + request = client.export_media( + fileId=record_id, + mimeType=export_mime, + ) + else: + request = client.get_media(fileId=record_id) file_contents = io.BytesIO() downloader = MediaIoBaseDownload(file_contents, request) downloaded = self._get_content(downloader=downloader) if not downloaded or not file_contents: - return [] + raise SourceConnectionError("nothing found to download") return self._write_file(file_data=file_data, file_contents=file_contents) diff --git a/unstructured_ingest/v2/processes/connectors/kafka/cloud.py b/unstructured_ingest/v2/processes/connectors/kafka/cloud.py index b4c2fd4ef..27ea4363a 100644 --- a/unstructured_ingest/v2/processes/connectors/kafka/cloud.py +++ b/unstructured_ingest/v2/processes/connectors/kafka/cloud.py @@ -4,6 +4,7 @@ from pydantic import Field, Secret, SecretStr +from unstructured_ingest.v2.logger import logger from unstructured_ingest.v2.processes.connector_registry import ( DestinationRegistryEntry, SourceRegistryEntry, @@ -50,6 +51,7 @@ def get_consumer_configuration(self) -> dict: "sasl.password": access_config.secret.get_secret_value(), "sasl.mechanism": "PLAIN", "security.protocol": "SASL_SSL", + "logger": logger, } return conf @@ -61,10 +63,11 @@ def get_producer_configuration(self) -> dict: conf = { "bootstrap.servers": f"{bootstrap}:{port}", - "sasl.username": access_config.kafka_api_key, - "sasl.password": access_config.secret, + "sasl.username": access_config.kafka_api_key.get_secret_value(), + "sasl.password": access_config.secret.get_secret_value(), "sasl.mechanism": "PLAIN", "security.protocol": "SASL_SSL", + "logger": logger, } return conf diff --git a/unstructured_ingest/v2/processes/connectors/kafka/kafka.py b/unstructured_ingest/v2/processes/connectors/kafka/kafka.py index 85c35d675..ac95dfeab 100644 --- a/unstructured_ingest/v2/processes/connectors/kafka/kafka.py +++ b/unstructured_ingest/v2/processes/connectors/kafka/kafka.py @@ -170,7 +170,7 @@ def precheck(self): ] if self.index_config.topic not in current_topics: raise SourceConnectionError( - "expected topic {} not detected in cluster: {}".format( + "expected topic '{}' not detected in cluster: '{}'".format( self.index_config.topic, ", ".join(current_topics) ) ) @@ -232,6 +232,13 @@ def precheck(self): topic for topic in cluster_meta.topics if topic != "__consumer_offsets" ] logger.info(f"successfully checked available topics: {current_topics}") + if self.upload_config.topic not in current_topics: + raise DestinationConnectionError( + "expected topic '{}' not detected in cluster: '{}'".format( + self.upload_config.topic, ", ".join(current_topics) + ) + ) + except Exception as e: logger.error(f"failed to validate connection: {e}", exc_info=True) raise DestinationConnectionError(f"failed to validate connection: {e}") @@ -243,8 +250,10 @@ def produce_batch(self, elements: list[dict]) -> None: failed_producer = False def acked(err, msg): + nonlocal failed_producer if err is not None: - logger.error("Failed to deliver message: %s: %s" % (str(msg), str(err))) + failed_producer = True + logger.error("Failed to deliver kafka message: %s: %s" % (str(msg), str(err))) for element in elements: producer.produce( @@ -253,12 +262,12 @@ def acked(err, msg): callback=acked, ) - producer.flush(timeout=self.upload_config.timeout) + while producer_len := len(producer): + logger.debug(f"another iteration of kafka producer flush. Queue length: {producer_len}") + producer.flush(timeout=self.upload_config.timeout) if failed_producer: raise KafkaException("failed to produce all messages in batch") - def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: - with path.open("r") as elements_file: - elements = json.load(elements_file) - for element_batch in batch_generator(elements, batch_size=self.upload_config.batch_size): + def run_data(self, data: list[dict], file_data: FileData, **kwargs: Any) -> None: + for element_batch in batch_generator(data, batch_size=self.upload_config.batch_size): self.produce_batch(elements=element_batch) diff --git a/unstructured_ingest/v2/processes/connectors/kdbai.py b/unstructured_ingest/v2/processes/connectors/kdbai.py index 0ad703f22..6cbcb1b33 100644 --- a/unstructured_ingest/v2/processes/connectors/kdbai.py +++ b/unstructured_ingest/v2/processes/connectors/kdbai.py @@ -1,14 +1,13 @@ -import json +from contextlib import contextmanager from dataclasses import dataclass, field from pathlib import Path -from typing import TYPE_CHECKING, Any, Optional +from typing import TYPE_CHECKING, Any, Generator, Optional -import numpy as np import pandas as pd from pydantic import Field, Secret from unstructured_ingest.error import DestinationConnectionError -from unstructured_ingest.utils.data_prep import flatten_dict +from unstructured_ingest.utils.data_prep import flatten_dict, get_data_df, split_dataframe from unstructured_ingest.utils.dep_check import requires_dependencies from unstructured_ingest.v2.interfaces import ( AccessConfig, @@ -48,12 +47,19 @@ class KdbaiConnectionConfig(ConnectionConfig): ) @requires_dependencies(["kdbai_client"], extras="kdbai") - def get_session(self) -> "Session": + @contextmanager + def get_client(self) -> Generator["Session", None, None]: from kdbai_client import Session - return Session( - api_key=self.access_config.get_secret_value().api_key, endpoint=self.endpoint - ) + session = None + try: + session = Session( + api_key=self.access_config.get_secret_value().api_key, endpoint=self.endpoint + ) + yield session + finally: + if session: + session.close() class KdbaiUploadStagerConfig(UploadStagerConfig): @@ -64,38 +70,19 @@ class KdbaiUploadStagerConfig(UploadStagerConfig): class KdbaiUploadStager(UploadStager): upload_stager_config: KdbaiUploadStagerConfig = field(default_factory=KdbaiUploadStagerConfig) - def run( - self, - elements_filepath: Path, - file_data: FileData, - output_dir: Path, - output_filename: str, - **kwargs: Any, - ) -> Path: - with open(elements_filepath) as elements_file: - elements_contents = json.load(elements_file) - output_path = Path(output_dir) / Path(f"{output_filename}.json") - output_path.parent.mkdir(parents=True, exist_ok=True) - - data = [] - for element in elements_contents: - data.append( - { - "id": get_enhanced_element_id(element_dict=element, file_data=file_data), - "element_id": element.get("element_id"), - "document": element.pop("text", None), - "embeddings": element.get("embeddings"), - "metadata": flatten_dict( - dictionary=element.get("metadata"), - flatten_lists=True, - remove_none=True, - ), - } - ) - logger.debug(f"writing {len(data)} elements to {output_path}") - with output_path.open("w") as output_file: - json.dump(data, output_file, indent=2) - return output_path + def conform_dict(self, element_dict: dict, file_data: FileData) -> dict: + data = element_dict.copy() + return { + "id": get_enhanced_element_id(element_dict=data, file_data=file_data), + "element_id": data.get("element_id"), + "document": data.pop("text", None), + "embeddings": data.get("embeddings"), + "metadata": flatten_dict( + dictionary=data.get("metadata"), + flatten_lists=True, + remove_none=True, + ), + } class KdbaiUploaderConfig(UploaderConfig): @@ -119,50 +106,37 @@ def precheck(self) -> None: logger.error(f"Failed to validate connection {e}", exc_info=True) raise DestinationConnectionError(f"failed to validate connection: {e}") - def get_database(self) -> "Database": - session: Session = self.connection_config.get_session() - db = session.database(self.upload_config.database_name) - return db + @contextmanager + def get_database(self) -> Generator["Database", None, None]: + with self.connection_config.get_client() as client: + db = client.database(self.upload_config.database_name) + yield db - def get_table(self) -> "Table": - db = self.get_database() - table = db.table(self.upload_config.table_name) - return table + @contextmanager + def get_table(self) -> Generator["Table", None, None]: + with self.get_database() as db: + table = db.table(self.upload_config.table_name) + yield table def upsert_batch(self, batch: pd.DataFrame): - table = self.get_table() - table.insert(batch) + with self.get_table() as table: + table.insert(batch) def process_dataframe(self, df: pd.DataFrame): logger.debug( f"uploading {len(df)} entries to {self.connection_config.endpoint} " f"db {self.upload_config.database_name} in table {self.upload_config.table_name}" ) - for _, batch_df in df.groupby(np.arange(len(df)) // self.upload_config.batch_size): + for batch_df in split_dataframe(df=df, chunk_size=self.upload_config.batch_size): self.upsert_batch(batch=batch_df) - def process_csv(self, csv_paths: list[Path]): - logger.debug(f"uploading content from {len(csv_paths)} csv files") - df = pd.concat((pd.read_csv(path) for path in csv_paths), ignore_index=True) - self.process_dataframe(df=df) - - def process_json(self, json_paths: list[Path]): - logger.debug(f"uploading content from {len(json_paths)} json files") - all_records = [] - for p in json_paths: - with open(p) as json_file: - all_records.extend(json.load(json_file)) - - df = pd.DataFrame(data=all_records) + def run_data(self, data: list[dict], file_data: FileData, **kwargs: Any) -> None: + df = pd.DataFrame(data=data) self.process_dataframe(df=df) def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: - if path.suffix == ".csv": - self.process_csv(csv_paths=[path]) - elif path.suffix == ".json": - self.process_json(json_paths=[path]) - else: - raise ValueError(f"Unsupported file type, must be json or csv file: {path}") + data = get_data_df(path=path) + self.process_dataframe(df=data) kdbai_destination_entry = DestinationRegistryEntry( diff --git a/unstructured_ingest/v2/processes/connectors/lancedb/lancedb.py b/unstructured_ingest/v2/processes/connectors/lancedb/lancedb.py index f01834e10..dbcf6ba0c 100644 --- a/unstructured_ingest/v2/processes/connectors/lancedb/lancedb.py +++ b/unstructured_ingest/v2/processes/connectors/lancedb/lancedb.py @@ -41,14 +41,11 @@ def get_storage_options(self) -> Optional[dict[str, str]]: async def get_async_connection(self) -> AsyncGenerator["AsyncConnection", None]: import lancedb - connection = await lancedb.connect_async( + with await lancedb.connect_async( self.uri, storage_options=self.get_storage_options(), - ) - try: + ) as connection: yield connection - finally: - connection.close() class LanceDBRemoteConnectionConfig(LanceDBConnectionConfig): @@ -85,8 +82,8 @@ def run( df = pd.DataFrame( [ - self._conform_element_contents(element_contents, file_data) - for element_contents in elements_contents + self.conform_dict(element_dict=element_dict, file_data=file_data) + for element_dict in elements_contents ] ) @@ -95,11 +92,12 @@ def run( return output_path - def _conform_element_contents(self, element: dict, file_data: FileData) -> dict: + def conform_dict(self, element_dict: dict, file_data: FileData) -> dict: + data = element_dict.copy() return { - "vector": element.pop("embeddings", None), + "vector": data.pop("embeddings", None), RECORD_ID_LABEL: file_data.identifier, - **flatten_dict(element, separator="-"), + **flatten_dict(data, separator="-"), } diff --git a/unstructured_ingest/v2/processes/connectors/local.py b/unstructured_ingest/v2/processes/connectors/local.py index 28752cb94..82b6fd9cf 100644 --- a/unstructured_ingest/v2/processes/connectors/local.py +++ b/unstructured_ingest/v2/processes/connectors/local.py @@ -1,4 +1,5 @@ import glob +import json import shutil from dataclasses import dataclass, field from pathlib import Path @@ -175,7 +176,7 @@ class LocalUploader(Uploader): def is_async(self) -> bool: return False - def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: + def get_destination_path(self, file_data: FileData) -> Path: if source_identifiers := file_data.source_identifiers: rel_path = ( source_identifiers.relative_path[1:] @@ -188,7 +189,17 @@ def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: ) else: final_path = self.upload_config.output_path / Path(f"{file_data.identifier}.json") - Path(final_path).parent.mkdir(parents=True, exist_ok=True) + final_path = Path(final_path) + final_path.parent.mkdir(parents=True, exist_ok=True) + return final_path + + def run_data(self, data: list[dict], file_data: FileData, **kwargs: Any) -> None: + final_path = self.get_destination_path(file_data=file_data) + with final_path.open("w") as f: + json.dump(data, f) + + def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: + final_path = self.get_destination_path(file_data=file_data) logger.debug(f"copying file from {path} to {final_path}") shutil.copy(src=str(path), dst=str(final_path)) diff --git a/unstructured_ingest/v2/processes/connectors/milvus.py b/unstructured_ingest/v2/processes/connectors/milvus.py index e647be3c0..0dc21c38b 100644 --- a/unstructured_ingest/v2/processes/connectors/milvus.py +++ b/unstructured_ingest/v2/processes/connectors/milvus.py @@ -1,10 +1,8 @@ import json from contextlib import contextmanager from dataclasses import dataclass, field -from pathlib import Path from typing import TYPE_CHECKING, Any, Generator, Optional, Union -import pandas as pd from dateutil import parser from pydantic import Field, Secret @@ -16,7 +14,6 @@ AccessConfig, ConnectionConfig, FileData, - UploadContent, Uploader, UploaderConfig, UploadStager, @@ -59,10 +56,17 @@ def get_connection_kwargs(self) -> dict[str, Any]: return connection_config_dict @requires_dependencies(["pymilvus"], extras="milvus") - def get_client(self) -> "MilvusClient": + @contextmanager + def get_client(self) -> Generator["MilvusClient", None, None]: from pymilvus import MilvusClient - return MilvusClient(**self.get_connection_kwargs()) + client = None + try: + client = MilvusClient(**self.get_connection_kwargs()) + yield client + finally: + if client: + client.close() class MilvusUploadStagerConfig(UploadStagerConfig): @@ -91,8 +95,8 @@ def parse_date_string(date_string: str) -> float: pass return parser.parse(date_string).timestamp() - def conform_dict(self, data: dict, file_data: FileData) -> dict: - working_data = data.copy() + def conform_dict(self, element_dict: dict, file_data: FileData) -> dict: + working_data = element_dict.copy() if self.upload_stager_config.flatten_metadata and ( metadata := working_data.pop("metadata", None) ): @@ -134,29 +138,6 @@ def conform_dict(self, data: dict, file_data: FileData) -> dict: working_data[RECORD_ID_LABEL] = file_data.identifier return working_data - def run( - self, - elements_filepath: Path, - file_data: FileData, - output_dir: Path, - output_filename: str, - **kwargs: Any, - ) -> Path: - with open(elements_filepath) as elements_file: - elements_contents: list[dict[str, Any]] = json.load(elements_file) - new_content = [ - self.conform_dict(data=element, file_data=file_data) for element in elements_contents - ] - output_filename_path = Path(output_filename) - if output_filename_path.suffix == ".json": - output_path = Path(output_dir) / output_filename_path - else: - output_path = Path(output_dir) / output_filename_path.with_suffix(".json") - output_path.parent.mkdir(parents=True, exist_ok=True) - with output_path.open("w") as output_file: - json.dump(new_content, output_file, indent=2) - return output_path - class MilvusUploaderConfig(UploaderConfig): db_name: Optional[str] = Field(default=None, description="Milvus database name") @@ -190,22 +171,10 @@ def precheck(self): @contextmanager def get_client(self) -> Generator["MilvusClient", None, None]: - client = self.connection_config.get_client() - if db_name := self.upload_config.db_name: - client.using_database(db_name=db_name) - try: + with self.connection_config.get_client() as client: + if db_name := self.upload_config.db_name: + client.using_database(db_name=db_name) yield client - finally: - client.close() - - def upload(self, content: UploadContent) -> None: - file_extension = content.path.suffix - if file_extension == ".json": - self.upload_json(content=content) - elif file_extension == ".csv": - self.upload_csv(content=content) - else: - raise ValueError(f"Unsupported file extension: {file_extension}") def delete_by_record_id(self, file_data: FileData) -> None: logger.info( @@ -242,19 +211,9 @@ def insert_results(self, data: Union[dict, list[dict]]): err_count = res["err_count"] raise WriteError(f"failed to upload {err_count} docs") - def upload_csv(self, content: UploadContent) -> None: - df = pd.read_csv(content.path) - data = df.to_dict(orient="records") - self.insert_results(data=data) - - def upload_json(self, content: UploadContent) -> None: - with content.path.open("r") as file: - data: list[dict] = json.load(file) - self.insert_results(data=data) - - def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: + def run_data(self, data: list[dict], file_data: FileData, **kwargs: Any) -> None: self.delete_by_record_id(file_data=file_data) - self.upload(content=UploadContent(path=path, file_data=file_data)) + self.insert_results(data=data) milvus_destination_entry = DestinationRegistryEntry( diff --git a/unstructured_ingest/v2/processes/connectors/mongodb.py b/unstructured_ingest/v2/processes/connectors/mongodb.py index a91332fe7..b1308c3ae 100644 --- a/unstructured_ingest/v2/processes/connectors/mongodb.py +++ b/unstructured_ingest/v2/processes/connectors/mongodb.py @@ -1,13 +1,10 @@ -import json -import sys from contextlib import contextmanager -from dataclasses import dataclass, replace +from dataclasses import dataclass from datetime import datetime -from pathlib import Path from time import time from typing import TYPE_CHECKING, Any, Generator, Optional -from pydantic import Field, Secret +from pydantic import BaseModel, Field, Secret from unstructured_ingest.__version__ import __version__ as unstructured_version from unstructured_ingest.error import DestinationConnectionError, SourceConnectionError @@ -16,9 +13,12 @@ from unstructured_ingest.v2.constants import RECORD_ID_LABEL from unstructured_ingest.v2.interfaces import ( AccessConfig, + BatchFileData, + BatchItem, ConnectionConfig, Downloader, DownloaderConfig, + DownloadResponse, FileData, FileDataSourceMetadata, Indexer, @@ -42,6 +42,15 @@ SERVER_API_VERSION = "1" +class MongoDBAdditionalMetadata(BaseModel): + database: str + collection: str + + +class MongoDBBatchFileData(BatchFileData): + additional_metadata: MongoDBAdditionalMetadata + + class MongoDBAccessConfig(AccessConfig): uri: Optional[str] = Field(default=None, description="URI to user when connecting") @@ -124,7 +133,7 @@ def precheck(self) -> None: logger.error(f"Failed to validate connection: {e}", exc_info=True) raise SourceConnectionError(f"Failed to validate connection: {e}") - def run(self, **kwargs: Any) -> Generator[FileData, None, None]: + def run(self, **kwargs: Any) -> Generator[BatchFileData, None, None]: """Generates FileData objects for each document in the MongoDB collection.""" with self.connection_config.get_client() as client: database = client[self.index_config.database] @@ -132,12 +141,12 @@ def run(self, **kwargs: Any) -> Generator[FileData, None, None]: # Get list of document IDs ids = collection.distinct("_id") - batch_size = self.index_config.batch_size if self.index_config else 100 + + ids = sorted(ids) + batch_size = self.index_config.batch_size for id_batch in batch_generator(ids, batch_size=batch_size): # Make sure the hash is always a positive number to create identifier - batch_id = str(hash(frozenset(id_batch)) + sys.maxsize + 1) - metadata = FileDataSourceMetadata( date_processed=str(time()), record_locator={ @@ -146,14 +155,13 @@ def run(self, **kwargs: Any) -> Generator[FileData, None, None]: }, ) - file_data = FileData( - identifier=batch_id, - doc_type="batch", + file_data = MongoDBBatchFileData( connector_type=self.connector_type, metadata=metadata, - additional_metadata={ - "ids": [str(doc_id) for doc_id in id_batch], - }, + batch_items=[BatchItem(identifier=str(doc_id)) for doc_id in id_batch], + additional_metadata=MongoDBAdditionalMetadata( + collection=self.index_config.collection, database=self.index_config.database + ), ) yield file_data @@ -164,26 +172,58 @@ class MongoDBDownloader(Downloader): connection_config: MongoDBConnectionConfig connector_type: str = CONNECTOR_TYPE - @requires_dependencies(["pymongo"], extras="mongodb") - def create_client(self) -> "MongoClient": - from pymongo import MongoClient - from pymongo.driver_info import DriverInfo - from pymongo.server_api import ServerApi + def generate_download_response( + self, doc: dict, file_data: MongoDBBatchFileData + ) -> DownloadResponse: + from bson.objectid import ObjectId - access_config = self.connection_config.access_config.get_secret_value() + doc_id = doc["_id"] + doc.pop("_id", None) - if access_config.uri: - return MongoClient( - access_config.uri, - server_api=ServerApi(version=SERVER_API_VERSION), - driver=DriverInfo(name="unstructured", version=unstructured_version), - ) - else: - return MongoClient( - host=self.connection_config.host, - port=self.connection_config.port, - server_api=ServerApi(version=SERVER_API_VERSION), - ) + # Extract date_created from the document or ObjectId + date_created = None + if "date_created" in doc: + # If the document has a 'date_created' field, use it + date_created = doc["date_created"] + if isinstance(date_created, datetime): + date_created = date_created.isoformat() + else: + # Convert to ISO format if it's a string + date_created = str(date_created) + elif isinstance(doc_id, ObjectId): + # Use the ObjectId's generation time + date_created = doc_id.generation_time.isoformat() + + flattened_dict = flatten_dict(dictionary=doc) + concatenated_values = "\n".join(str(value) for value in flattened_dict.values()) + + # Create a FileData object for each document with source_identifiers + filename = f"{doc_id}.txt" + file_data.source_identifiers = SourceIdentifiers( + filename=filename, + fullpath=filename, + ) + cast_file_data = FileData.cast(file_data=file_data) + cast_file_data.identifier = str(doc_id) + + # Determine the download path + download_path = self.get_download_path(file_data=cast_file_data) + if download_path is None: + raise ValueError("Download path could not be determined") + + download_path.parent.mkdir(parents=True, exist_ok=True) + + # Write the concatenated values to the file + with open(download_path, "w", encoding="utf8") as f: + f.write(concatenated_values) + + # Update metadata + cast_file_data.metadata.record_locator["document_id"] = str(doc_id) + cast_file_data.metadata.date_created = date_created + + return super().generate_download_response( + file_data=cast_file_data, download_path=download_path + ) @SourceConnectionError.wrap @requires_dependencies(["bson"], extras="mongodb") @@ -192,82 +232,34 @@ def run(self, file_data: FileData, **kwargs: Any) -> download_responses: from bson.errors import InvalidId from bson.objectid import ObjectId - client = self.create_client() - database = client[file_data.metadata.record_locator["database"]] - collection = database[file_data.metadata.record_locator["collection"]] + mongo_file_data = MongoDBBatchFileData.cast(file_data=file_data) - ids = file_data.additional_metadata.get("ids", []) - if not ids: - raise ValueError("No document IDs provided in additional_metadata") + with self.connection_config.get_client() as client: + database = client[mongo_file_data.additional_metadata.database] + collection = database[mongo_file_data.additional_metadata.collection] - object_ids = [] - for doc_id in ids: - try: - object_ids.append(ObjectId(doc_id)) - except InvalidId as e: - error_message = f"Invalid ObjectId for doc_id '{doc_id}': {str(e)}" - logger.error(error_message) - raise ValueError(error_message) from e + ids = [item.identifier for item in mongo_file_data.batch_items] - try: - docs = list(collection.find({"_id": {"$in": object_ids}})) - except Exception as e: - logger.error(f"Failed to fetch documents: {e}", exc_info=True) - raise e + object_ids = [] + for doc_id in ids: + try: + object_ids.append(ObjectId(doc_id)) + except InvalidId as e: + error_message = f"Invalid ObjectId for doc_id '{doc_id}': {str(e)}" + logger.error(error_message) + raise ValueError(error_message) from e + + try: + docs = list(collection.find({"_id": {"$in": object_ids}})) + except Exception as e: + logger.error(f"Failed to fetch documents: {e}", exc_info=True) + raise e download_responses = [] for doc in docs: - doc_id = doc["_id"] - doc.pop("_id", None) - - # Extract date_created from the document or ObjectId - date_created = None - if "date_created" in doc: - # If the document has a 'date_created' field, use it - date_created = doc["date_created"] - if isinstance(date_created, datetime): - date_created = date_created.isoformat() - else: - # Convert to ISO format if it's a string - date_created = str(date_created) - elif isinstance(doc_id, ObjectId): - # Use the ObjectId's generation time - date_created = doc_id.generation_time.isoformat() - - flattened_dict = flatten_dict(dictionary=doc) - concatenated_values = "\n".join(str(value) for value in flattened_dict.values()) - - # Create a FileData object for each document with source_identifiers - individual_file_data = replace(file_data) - individual_file_data.identifier = str(doc_id) - individual_file_data.source_identifiers = SourceIdentifiers( - filename=str(doc_id), - fullpath=str(doc_id), - rel_path=str(doc_id), - ) - - # Determine the download path - download_path = self.get_download_path(individual_file_data) - if download_path is None: - raise ValueError("Download path could not be determined") - - download_path.parent.mkdir(parents=True, exist_ok=True) - download_path = download_path.with_suffix(".txt") - - # Write the concatenated values to the file - with open(download_path, "w", encoding="utf8") as f: - f.write(concatenated_values) - - individual_file_data.local_download_path = str(download_path) - - # Update metadata - individual_file_data.metadata.record_locator["document_id"] = str(doc_id) - individual_file_data.metadata.date_created = date_created - - download_response = self.generate_download_response( - file_data=individual_file_data, download_path=download_path + download_responses.append( + self.generate_download_response(doc=doc, file_data=mongo_file_data) ) - download_responses.append(download_response) return download_responses @@ -332,18 +324,16 @@ def delete_by_record_id(self, collection: "Collection", file_data: FileData) -> f"deleted {delete_results.deleted_count} records from collection {collection.name}" ) - def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: - with path.open("r") as file: - elements_dict = json.load(file) + def run_data(self, data: list[dict], file_data: FileData, **kwargs: Any) -> None: logger.info( - f"writing {len(elements_dict)} objects to destination " + f"writing {len(data)} objects to destination " f"db, {self.upload_config.database}, " f"collection {self.upload_config.collection} " f"at {self.connection_config.host}", ) # This would typically live in the stager but since no other manipulation # is done, setting the record id field in the uploader - for element in elements_dict: + for element in data: element[self.upload_config.record_id_key] = file_data.identifier with self.connection_config.get_client() as client: db = client[self.upload_config.database] @@ -352,7 +342,7 @@ def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: self.delete_by_record_id(file_data=file_data, collection=collection) else: logger.warning("criteria for deleting previous content not met, skipping") - for chunk in batch_generator(elements_dict, self.upload_config.batch_size): + for chunk in batch_generator(data, self.upload_config.batch_size): collection.insert_many(chunk) diff --git a/unstructured_ingest/v2/processes/connectors/neo4j.py b/unstructured_ingest/v2/processes/connectors/neo4j.py new file mode 100644 index 000000000..3c03eec5c --- /dev/null +++ b/unstructured_ingest/v2/processes/connectors/neo4j.py @@ -0,0 +1,383 @@ +from __future__ import annotations + +import asyncio +import json +import uuid +from collections import defaultdict +from contextlib import asynccontextmanager +from dataclasses import dataclass +from enum import Enum +from pathlib import Path +from typing import TYPE_CHECKING, Any, AsyncGenerator, Optional + +from pydantic import BaseModel, ConfigDict, Field, Secret + +from unstructured_ingest.error import DestinationConnectionError +from unstructured_ingest.logger import logger +from unstructured_ingest.utils.chunking import elements_from_base64_gzipped_json +from unstructured_ingest.utils.data_prep import batch_generator +from unstructured_ingest.utils.dep_check import requires_dependencies +from unstructured_ingest.v2.interfaces import ( + AccessConfig, + ConnectionConfig, + FileData, + Uploader, + UploaderConfig, + UploadStager, + UploadStagerConfig, +) +from unstructured_ingest.v2.processes.connector_registry import ( + DestinationRegistryEntry, +) + +if TYPE_CHECKING: + from neo4j import AsyncDriver, Auth + from networkx import Graph, MultiDiGraph + +CONNECTOR_TYPE = "neo4j" + + +class Neo4jAccessConfig(AccessConfig): + password: str + + +class Neo4jConnectionConfig(ConnectionConfig): + access_config: Secret[Neo4jAccessConfig] + connector_type: str = Field(default=CONNECTOR_TYPE, init=False) + username: str + uri: str = Field(description="Neo4j Connection URI ://:") + database: str = Field(description="Name of the target database") + + @requires_dependencies(["neo4j"], extras="neo4j") + @asynccontextmanager + async def get_client(self) -> AsyncGenerator["AsyncDriver", None]: + from neo4j import AsyncGraphDatabase + + driver = AsyncGraphDatabase.driver(**self._get_driver_parameters()) + logger.info(f"Created driver connecting to the database '{self.database}' at {self.uri}.") + try: + yield driver + finally: + await driver.close() + logger.info( + f"Closed driver connecting to the database '{self.database}' at {self.uri}." + ) + + def _get_driver_parameters(self) -> dict: + return { + "uri": self.uri, + "auth": self._get_auth(), + "database": self.database, + } + + @requires_dependencies(["neo4j"], extras="neo4j") + def _get_auth(self) -> "Auth": + from neo4j import Auth + + return Auth("basic", self.username, self.access_config.get_secret_value().password) + + +class Neo4jUploadStagerConfig(UploadStagerConfig): + pass + + +@dataclass +class Neo4jUploadStager(UploadStager): + upload_stager_config: Neo4jUploadStagerConfig = Field( + default_factory=Neo4jUploadStagerConfig, validate_default=True + ) + + def run( # type: ignore + self, + elements_filepath: Path, + file_data: FileData, + output_dir: Path, + output_filename: str, + **kwargs: Any, + ) -> Path: + with elements_filepath.open() as file: + elements = json.load(file) + + nx_graph = self._create_lexical_graph( + elements, self._create_document_node(file_data=file_data) + ) + output_filepath = Path(output_dir) / f"{output_filename}.json" + output_filepath.parent.mkdir(parents=True, exist_ok=True) + + with open(output_filepath, "w") as file: + json.dump(_GraphData.from_nx(nx_graph).model_dump(), file, indent=4) + + return output_filepath + + def _create_lexical_graph(self, elements: list[dict], document_node: _Node) -> "Graph": + import networkx as nx + + graph = nx.MultiDiGraph() + graph.add_node(document_node) + + previous_node: Optional[_Node] = None + for element in elements: + element_node = self._create_element_node(element) + order_relationship = ( + Relationship.NEXT_CHUNK if self._is_chunk(element) else Relationship.NEXT_ELEMENT + ) + if previous_node: + graph.add_edge(element_node, previous_node, relationship=order_relationship) + + previous_node = element_node + graph.add_edge(element_node, document_node, relationship=Relationship.PART_OF_DOCUMENT) + + if self._is_chunk(element): + origin_element_nodes = [ + self._create_element_node(origin_element) + for origin_element in self._get_origin_elements(element) + ] + graph.add_edges_from( + [ + (origin_element_node, element_node) + for origin_element_node in origin_element_nodes + ], + relationship=Relationship.PART_OF_CHUNK, + ) + graph.add_edges_from( + [ + (origin_element_node, document_node) + for origin_element_node in origin_element_nodes + ], + relationship=Relationship.PART_OF_DOCUMENT, + ) + + return graph + + # TODO(Filip Knefel): Ensure _is_chunk is as reliable as possible, consider different checks + def _is_chunk(self, element: dict) -> bool: + return "orig_elements" in element.get("metadata", {}) + + def _create_document_node(self, file_data: FileData) -> _Node: + properties = {} + if file_data.source_identifiers: + properties["name"] = file_data.source_identifiers.filename + if file_data.metadata.date_created: + properties["date_created"] = file_data.metadata.date_created + if file_data.metadata.date_modified: + properties["date_modified"] = file_data.metadata.date_modified + return _Node(id_=file_data.identifier, properties=properties, labels=[Label.DOCUMENT]) + + def _create_element_node(self, element: dict) -> _Node: + properties = {"id": element["element_id"], "text": element["text"]} + + if embeddings := element.get("embeddings"): + properties["embeddings"] = embeddings + + label = Label.CHUNK if self._is_chunk(element) else Label.UNSTRUCTURED_ELEMENT + return _Node(id_=element["element_id"], properties=properties, labels=[label]) + + def _get_origin_elements(self, chunk_element: dict) -> list[dict]: + orig_elements = chunk_element.get("metadata", {}).get("orig_elements") + return elements_from_base64_gzipped_json(raw_s=orig_elements) + + +class _GraphData(BaseModel): + nodes: list[_Node] + edges: list[_Edge] + + @classmethod + def from_nx(cls, nx_graph: "MultiDiGraph") -> _GraphData: + nodes = list(nx_graph.nodes()) + edges = [ + _Edge( + source_id=u.id_, + destination_id=v.id_, + relationship=Relationship(data_dict["relationship"]), + ) + for u, v, data_dict in nx_graph.edges(data=True) + ] + return _GraphData(nodes=nodes, edges=edges) + + +class _Node(BaseModel): + model_config = ConfigDict(use_enum_values=True) + + id_: str = Field(default_factory=lambda: str(uuid.uuid4())) + labels: list[Label] = Field(default_factory=list) + properties: dict = Field(default_factory=dict) + + def __hash__(self): + return hash(self.id_) + + +class _Edge(BaseModel): + model_config = ConfigDict(use_enum_values=True) + + source_id: str + destination_id: str + relationship: Relationship + + +class Label(str, Enum): + UNSTRUCTURED_ELEMENT = "UnstructuredElement" + CHUNK = "Chunk" + DOCUMENT = "Document" + + +class Relationship(str, Enum): + PART_OF_DOCUMENT = "PART_OF_DOCUMENT" + PART_OF_CHUNK = "PART_OF_CHUNK" + NEXT_CHUNK = "NEXT_CHUNK" + NEXT_ELEMENT = "NEXT_ELEMENT" + + +class Neo4jUploaderConfig(UploaderConfig): + batch_size: int = Field( + default=100, description="Maximal number of nodes/relationships created per transaction." + ) + + +@dataclass +class Neo4jUploader(Uploader): + upload_config: Neo4jUploaderConfig + connection_config: Neo4jConnectionConfig + connector_type: str = CONNECTOR_TYPE + + @DestinationConnectionError.wrap + def precheck(self) -> None: + async def verify_auth(): + async with self.connection_config.get_client() as client: + await client.verify_connectivity() + + asyncio.run(verify_auth()) + + def is_async(self): + return True + + async def run_async(self, path: Path, file_data: FileData, **kwargs) -> None: # type: ignore + with path.open() as file: + staged_data = json.load(file) + + graph_data = _GraphData.model_validate(staged_data) + async with self.connection_config.get_client() as client: + await self._create_uniqueness_constraints(client) + await self._delete_old_data_if_exists(file_data, client=client) + await self._merge_graph(graph_data=graph_data, client=client) + + async def _create_uniqueness_constraints(self, client: AsyncDriver) -> None: + for label in Label: + logger.info( + f"Adding id uniqueness constraint for nodes labeled '{label}'" + " if it does not already exist." + ) + constraint_name = f"{label.lower()}_id" + await client.execute_query( + f""" + CREATE CONSTRAINT {constraint_name} IF NOT EXISTS + FOR (n: {label}) REQUIRE n.id IS UNIQUE + """ + ) + + async def _delete_old_data_if_exists(self, file_data: FileData, client: AsyncDriver) -> None: + logger.info(f"Deleting old data for the record '{file_data.identifier}' (if present).") + _, summary, _ = await client.execute_query( + f""" + MATCH (n: {Label.DOCUMENT} {{id: $identifier}}) + MATCH (n)--(m: {Label.CHUNK}|{Label.UNSTRUCTURED_ELEMENT}) + DETACH DELETE m""", + identifier=file_data.identifier, + ) + logger.info( + f"Deleted {summary.counters.nodes_deleted} nodes" + f" and {summary.counters.relationships_deleted} relationships." + ) + + async def _merge_graph(self, graph_data: _GraphData, client: AsyncDriver) -> None: + nodes_by_labels: defaultdict[tuple[Label, ...], list[_Node]] = defaultdict(list) + for node in graph_data.nodes: + nodes_by_labels[tuple(node.labels)].append(node) + + logger.info(f"Merging {len(graph_data.nodes)} graph nodes.") + # NOTE: Processed in parallel as there's no overlap between accessed nodes + await self._execute_queries( + [ + self._create_nodes_query(nodes_batch, labels) + for labels, nodes in nodes_by_labels.items() + for nodes_batch in batch_generator(nodes, batch_size=self.upload_config.batch_size) + ], + client=client, + in_parallel=True, + ) + logger.info(f"Finished merging {len(graph_data.nodes)} graph nodes.") + + edges_by_relationship: defaultdict[Relationship, list[_Edge]] = defaultdict(list) + for edge in graph_data.edges: + edges_by_relationship[edge.relationship].append(edge) + + logger.info(f"Merging {len(graph_data.edges)} graph relationships (edges).") + # NOTE: Processed sequentially to avoid queries locking node access to one another + await self._execute_queries( + [ + self._create_edges_query(edges_batch, relationship) + for relationship, edges in edges_by_relationship.items() + for edges_batch in batch_generator(edges, batch_size=self.upload_config.batch_size) + ], + client=client, + ) + logger.info(f"Finished merging {len(graph_data.edges)} graph relationships (edges).") + + @staticmethod + async def _execute_queries( + queries_with_parameters: list[tuple[str, dict]], + client: AsyncDriver, + in_parallel: bool = False, + ) -> None: + if in_parallel: + logger.info(f"Executing {len(queries_with_parameters)} queries in parallel.") + await asyncio.gather( + *[ + client.execute_query(query, parameters_=parameters) + for query, parameters in queries_with_parameters + ] + ) + logger.info("Finished executing parallel queries.") + else: + logger.info(f"Executing {len(queries_with_parameters)} queries sequentially.") + for i, (query, parameters) in enumerate(queries_with_parameters): + logger.info(f"Query #{i} started.") + await client.execute_query(query, parameters_=parameters) + logger.info(f"Query #{i} finished.") + logger.info( + f"Finished executing all ({len(queries_with_parameters)}) sequential queries." + ) + + @staticmethod + def _create_nodes_query(nodes: list[_Node], labels: tuple[Label, ...]) -> tuple[str, dict]: + labels_string = ", ".join(labels) + logger.info(f"Preparing MERGE query for {len(nodes)} nodes labeled '{labels_string}'.") + query_string = f""" + UNWIND $nodes AS node + MERGE (n: {labels_string} {{id: node.id}}) + SET n += node.properties + """ + parameters = {"nodes": [{"id": node.id_, "properties": node.properties} for node in nodes]} + return query_string, parameters + + @staticmethod + def _create_edges_query(edges: list[_Edge], relationship: Relationship) -> tuple[str, dict]: + logger.info(f"Preparing MERGE query for {len(edges)} {relationship} relationships.") + query_string = f""" + UNWIND $edges AS edge + MATCH (u {{id: edge.source}}) + MATCH (v {{id: edge.destination}}) + MERGE (u)-[:{relationship}]->(v) + """ + parameters = { + "edges": [ + {"source": edge.source_id, "destination": edge.destination_id} for edge in edges + ] + } + return query_string, parameters + + +neo4j_destination_entry = DestinationRegistryEntry( + connection_config=Neo4jConnectionConfig, + uploader=Neo4jUploader, + uploader_config=Neo4jUploaderConfig, +) diff --git a/unstructured_ingest/v2/processes/connectors/onedrive.py b/unstructured_ingest/v2/processes/connectors/onedrive.py index a13888bbf..68de759fb 100644 --- a/unstructured_ingest/v2/processes/connectors/onedrive.py +++ b/unstructured_ingest/v2/processes/connectors/onedrive.py @@ -1,10 +1,11 @@ from __future__ import annotations +import asyncio import json from dataclasses import dataclass from pathlib import Path from time import time -from typing import TYPE_CHECKING, Any, Generator, Optional +from typing import TYPE_CHECKING, Any, AsyncIterator, Generator, Iterator, Optional, TypeVar from dateutil import parser from pydantic import Field, Secret @@ -100,6 +101,27 @@ class OnedriveIndexerConfig(IndexerConfig): recursive: bool = False +T = TypeVar("T") + + +def async_iterable_to_sync_iterable(iterator: AsyncIterator[T]) -> Iterator[T]: + # This version works on Python 3.9 by manually handling the async iteration. + loop = asyncio.new_event_loop() + asyncio.set_event_loop(loop) + try: + while True: + try: + # Instead of anext(iterator), we directly call __anext__(). + # __anext__ returns a coroutine that we must run until complete. + future = iterator.__anext__() + result = loop.run_until_complete(future) + yield result + except StopAsyncIteration: + break + finally: + loop.close() + + @dataclass class OnedriveIndexer(Indexer): connection_config: OnedriveConnectionConfig @@ -116,17 +138,21 @@ def precheck(self) -> None: logger.error(f"failed to validate connection: {e}", exc_info=True) raise SourceConnectionError(f"failed to validate connection: {e}") - def list_objects(self, folder: DriveItem, recursive: bool) -> list["DriveItem"]: + def list_objects_sync(self, folder: DriveItem, recursive: bool) -> list["DriveItem"]: drive_items = folder.children.get().execute_query() files = [d for d in drive_items if d.is_file] if not recursive: return files + folders = [d for d in drive_items if d.is_folder] for f in folders: - files.extend(self.list_objects(f, recursive)) + files.extend(self.list_objects_sync(f, recursive)) return files - def get_root(self, client: "GraphClient") -> "DriveItem": + async def list_objects(self, folder: "DriveItem", recursive: bool) -> list["DriveItem"]: + return await asyncio.to_thread(self.list_objects_sync, folder, recursive) + + def get_root_sync(self, client: "GraphClient") -> "DriveItem": root = client.users[self.connection_config.user_pname].drive.get().execute_query().root if fpath := self.index_config.path: root = root.get_by_path(fpath).get().execute_query() @@ -134,7 +160,10 @@ def get_root(self, client: "GraphClient") -> "DriveItem": raise ValueError(f"Unable to find directory, given: {fpath}") return root - def get_properties(self, drive_item: "DriveItem") -> dict: + async def get_root(self, client: "GraphClient") -> "DriveItem": + return await asyncio.to_thread(self.get_root_sync, client) + + def get_properties_sync(self, drive_item: "DriveItem") -> dict: properties = drive_item.properties filtered_properties = {} for k, v in properties.items(): @@ -145,7 +174,10 @@ def get_properties(self, drive_item: "DriveItem") -> dict: pass return filtered_properties - def drive_item_to_file_data(self, drive_item: "DriveItem") -> FileData: + async def get_properties(self, drive_item: "DriveItem") -> dict: + return await asyncio.to_thread(self.get_properties_sync, drive_item) + + def drive_item_to_file_data_sync(self, drive_item: "DriveItem") -> FileData: file_path = drive_item.parent_reference.path.split(":")[-1] file_path = file_path[1:] if file_path and file_path[0] == "/" else file_path filename = drive_item.name @@ -176,17 +208,34 @@ def drive_item_to_file_data(self, drive_item: "DriveItem") -> FileData: "server_relative_path": server_path, }, ), - additional_metadata=self.get_properties(drive_item=drive_item), + additional_metadata=self.get_properties_sync(drive_item=drive_item), ) - def run(self, **kwargs: Any) -> Generator[FileData, None, None]: - client = self.connection_config.get_client() - root = self.get_root(client=client) - drive_items = self.list_objects(folder=root, recursive=self.index_config.recursive) + async def drive_item_to_file_data(self, drive_item: "DriveItem") -> FileData: + # Offload the file data creation if it's not guaranteed async + return await asyncio.to_thread(self.drive_item_to_file_data_sync, drive_item) + + async def _run_async(self, **kwargs: Any) -> AsyncIterator[FileData]: + token_resp = await asyncio.to_thread(self.connection_config.get_token) + if "error" in token_resp: + raise SourceConnectionError( + f"[{CONNECTOR_TYPE}]: {token_resp['error']} ({token_resp.get('error_description')})" + ) + + client = await asyncio.to_thread(self.connection_config.get_client) + root = await self.get_root(client=client) + drive_items = await self.list_objects(folder=root, recursive=self.index_config.recursive) + for drive_item in drive_items: - file_data = self.drive_item_to_file_data(drive_item=drive_item) + file_data = await self.drive_item_to_file_data(drive_item=drive_item) yield file_data + def run(self, **kwargs: Any) -> Generator[FileData, None, None]: + # Convert the async generator to a sync generator without loading all data into memory + async_gen = self._run_async(**kwargs) + for item in async_iterable_to_sync_iterable(async_gen): + yield item + class OnedriveDownloaderConfig(DownloaderConfig): pass @@ -202,7 +251,7 @@ def _fetch_file(self, file_data: FileData): if file_data.source_identifiers is None or not file_data.source_identifiers.fullpath: raise ValueError( f"file data doesn't have enough information to get " - f"file content: {file_data.to_dict()}" + f"file content: {file_data.model_dump()}" ) server_relative_path = file_data.source_identifiers.fullpath @@ -220,19 +269,24 @@ def get_download_path(self, file_data: FileData) -> Optional[Path]: @SourceConnectionError.wrap def run(self, file_data: FileData, **kwargs: Any) -> DownloadResponse: - file = self._fetch_file(file_data=file_data) - fsize = file.get_property("size", 0) - download_path = self.get_download_path(file_data=file_data) - download_path.parent.mkdir(parents=True, exist_ok=True) - logger.info(f"downloading {file_data.source_identifiers.fullpath} to {download_path}") - if fsize > MAX_MB_SIZE: - logger.info(f"downloading file with size: {fsize} bytes in chunks") - with download_path.open(mode="wb") as f: - file.download_session(f, chunk_size=1024 * 1024 * 100).execute_query() - else: - with download_path.open(mode="wb") as f: - file.download(f).execute_query() - return self.generate_download_response(file_data=file_data, download_path=download_path) + try: + file = self._fetch_file(file_data=file_data) + fsize = file.get_property("size", 0) + download_path = self.get_download_path(file_data=file_data) + download_path.parent.mkdir(parents=True, exist_ok=True) + logger.info(f"downloading {file_data.source_identifiers.fullpath} to {download_path}") + if fsize > MAX_MB_SIZE: + logger.info(f"downloading file with size: {fsize} bytes in chunks") + with download_path.open(mode="wb") as f: + file.download_session(f, chunk_size=1024 * 1024 * 100).execute_query() + else: + with download_path.open(mode="wb") as f: + file.download(f).execute_query() + return self.generate_download_response(file_data=file_data, download_path=download_path) + except Exception as e: + logger.error(f"[{CONNECTOR_TYPE}] Exception during downloading: {e}", exc_info=True) + # Re-raise to see full stack trace locally + raise class OnedriveUploaderConfig(UploaderConfig): diff --git a/unstructured_ingest/v2/processes/connectors/pinecone.py b/unstructured_ingest/v2/processes/connectors/pinecone.py index 889330c9c..fe62f97ed 100644 --- a/unstructured_ingest/v2/processes/connectors/pinecone.py +++ b/unstructured_ingest/v2/processes/connectors/pinecone.py @@ -1,12 +1,14 @@ import json from dataclasses import dataclass, field -from pathlib import Path from typing import TYPE_CHECKING, Any, Optional from pydantic import Field, Secret from unstructured_ingest.error import DestinationConnectionError -from unstructured_ingest.utils.data_prep import flatten_dict, generator_batching_wbytes +from unstructured_ingest.utils.data_prep import ( + flatten_dict, + generator_batching_wbytes, +) from unstructured_ingest.utils.dep_check import requires_dependencies from unstructured_ingest.v2.constants import RECORD_ID_LABEL from unstructured_ingest.v2.interfaces import ( @@ -148,39 +150,14 @@ def conform_dict(self, element_dict: dict, file_data: FileData) -> dict: metadata[RECORD_ID_LABEL] = file_data.identifier + # To support more optimal deletes, a prefix is suggested for each record: + # https://docs.pinecone.io/guides/data/manage-rag-documents#delete-all-records-for-a-parent-document return { - "id": get_enhanced_element_id(element_dict=element_dict, file_data=file_data), + "id": f"{file_data.identifier}#{get_enhanced_element_id(element_dict=element_dict, file_data=file_data)}", # noqa:E501 "values": embeddings, "metadata": metadata, } - def run( - self, - file_data: FileData, - elements_filepath: Path, - output_dir: Path, - output_filename: str, - **kwargs: Any, - ) -> Path: - with open(elements_filepath) as elements_file: - elements_contents = json.load(elements_file) - - conformed_elements = [ - self.conform_dict(element_dict=element, file_data=file_data) - for element in elements_contents - ] - - if Path(output_filename).suffix != ".json": - output_filename = f"{output_filename}.json" - else: - output_filename = f"{Path(output_filename).stem}.json" - output_path = Path(output_dir) / Path(f"{output_filename}") - output_path.parent.mkdir(parents=True, exist_ok=True) - - with open(output_path, "w") as output_file: - json.dump(conformed_elements, output_file) - return output_path - @dataclass class PineconeUploader(Uploader): @@ -215,18 +192,6 @@ def pod_delete_by_record_id(self, file_data: FileData) -> None: f"from pinecone index: {resp}" ) - def delete_by_query(self, index: "PineconeIndex", query_params: dict) -> None: - while True: - query_results = index.query(**query_params) - matches = query_results.get("matches", []) - if not matches: - break - ids = [match["id"] for match in matches] - delete_params = {"ids": ids} - if namespace := self.upload_config.namespace: - delete_params["namespace"] = namespace - index.delete(**delete_params) - def serverless_delete_by_record_id(self, file_data: FileData) -> None: logger.debug( f"deleting any content with metadata " @@ -234,26 +199,21 @@ def serverless_delete_by_record_id(self, file_data: FileData) -> None: f"from pinecone serverless index" ) index = self.connection_config.get_index(pool_threads=MAX_POOL_THREADS) - index_stats = index.describe_index_stats() - dimension = index_stats["dimension"] - total_vectors = index_stats["total_vector_count"] - if total_vectors == 0: - return - while total_vectors > 0: - top_k = min(total_vectors, MAX_QUERY_RESULTS) - query_params = { - "filter": {self.upload_config.record_id_key: {"$eq": file_data.identifier}}, - "vector": [0] * dimension, - "top_k": top_k, - } + list_kwargs = {"prefix": f"{file_data.identifier}#"} + deleted_ids = 0 + if namespace := self.upload_config.namespace: + list_kwargs["namespace"] = namespace + for ids in index.list(**list_kwargs): + deleted_ids += len(ids) + delete_kwargs = {"ids": ids} if namespace := self.upload_config.namespace: - query_params["namespace"] = namespace - self.delete_by_query(index=index, query_params=query_params) - index_stats = index.describe_index_stats() - total_vectors = index_stats["total_vector_count"] - + delete_resp = delete_kwargs["namespace"] = namespace + # delete_resp should be an empty dict if there were no errors + if delete_resp: + logger.error(f"failed to delete batch of ids: {delete_resp}") + index.delete(**delete_kwargs) logger.info( - f"deleted {total_vectors} records with metadata " + f"deleted {deleted_ids} records with metadata " f"{self.upload_config.record_id_key}={file_data.identifier} " f"from pinecone index" ) @@ -290,11 +250,9 @@ def upsert_batches_async(self, elements_dict: list[dict]): raise DestinationConnectionError(f"http error: {api_error}") from api_error logger.debug(f"results: {results}") - def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: - with path.open("r") as file: - elements_dict = json.load(file) + def run_data(self, data: list[dict], file_data: FileData, **kwargs: Any) -> None: logger.info( - f"writing a total of {len(elements_dict)} elements via" + f"writing a total of {len(data)} elements via" f" document batches to destination" f" index named {self.connection_config.index_name}" ) @@ -307,7 +265,7 @@ def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: self.pod_delete_by_record_id(file_data=file_data) else: raise ValueError(f"unexpected spec type in index description: {index_description}") - self.upsert_batches_async(elements_dict=elements_dict) + self.upsert_batches_async(elements_dict=data) pinecone_destination_entry = DestinationRegistryEntry( diff --git a/unstructured_ingest/v2/processes/connectors/qdrant/qdrant.py b/unstructured_ingest/v2/processes/connectors/qdrant/qdrant.py index c38a73839..69f36f7c3 100644 --- a/unstructured_ingest/v2/processes/connectors/qdrant/qdrant.py +++ b/unstructured_ingest/v2/processes/connectors/qdrant/qdrant.py @@ -1,10 +1,9 @@ import asyncio import json from abc import ABC, abstractmethod -from contextlib import asynccontextmanager +from contextlib import asynccontextmanager, contextmanager from dataclasses import dataclass, field -from pathlib import Path -from typing import TYPE_CHECKING, Any, AsyncGenerator, Optional +from typing import TYPE_CHECKING, Any, AsyncGenerator, Generator, Optional from pydantic import Field, Secret @@ -24,7 +23,7 @@ from unstructured_ingest.v2.utils import get_enhanced_element_id if TYPE_CHECKING: - from qdrant_client import AsyncQdrantClient + from qdrant_client import AsyncQdrantClient, QdrantClient class QdrantAccessConfig(AccessConfig, ABC): @@ -42,8 +41,8 @@ def get_client_kwargs(self) -> dict: @requires_dependencies(["qdrant_client"], extras="qdrant") @asynccontextmanager - async def get_client(self) -> AsyncGenerator["AsyncQdrantClient", None]: - from qdrant_client.async_qdrant_client import AsyncQdrantClient + async def get_async_client(self) -> AsyncGenerator["AsyncQdrantClient", None]: + from qdrant_client import AsyncQdrantClient client_kwargs = self.get_client_kwargs() client = AsyncQdrantClient(**client_kwargs) @@ -52,6 +51,18 @@ async def get_client(self) -> AsyncGenerator["AsyncQdrantClient", None]: finally: await client.close() + @requires_dependencies(["qdrant_client"], extras="qdrant") + @contextmanager + def get_client(self) -> Generator["QdrantClient", None, None]: + from qdrant_client import QdrantClient + + client_kwargs = self.get_client_kwargs() + client = QdrantClient(**client_kwargs) + try: + yield client + finally: + client.close() + class QdrantUploadStagerConfig(UploadStagerConfig): pass @@ -63,9 +74,9 @@ class QdrantUploadStager(UploadStager, ABC): default_factory=lambda: QdrantUploadStagerConfig() ) - @staticmethod - def conform_dict(data: dict, file_data: FileData) -> dict: + def conform_dict(self, element_dict: dict, file_data: FileData) -> dict: """Prepares dictionary in the format that Chroma requires""" + data = element_dict.copy() return { "id": get_enhanced_element_id(element_dict=data, file_data=file_data), "vector": data.pop("embeddings", {}), @@ -80,26 +91,6 @@ def conform_dict(data: dict, file_data: FileData) -> dict: }, } - def run( - self, - elements_filepath: Path, - file_data: FileData, - output_dir: Path, - output_filename: str, - **kwargs: Any, - ) -> Path: - with open(elements_filepath) as elements_file: - elements_contents = json.load(elements_file) - - conformed_elements = [ - self.conform_dict(data=element, file_data=file_data) for element in elements_contents - ] - output_path = Path(output_dir) / Path(f"{output_filename}.json") - - with open(output_path, "w") as output_file: - json.dump(conformed_elements, output_file) - return output_path - class QdrantUploaderConfig(UploaderConfig): collection_name: str = Field(description="Name of the collection.") @@ -118,27 +109,26 @@ class QdrantUploader(Uploader, ABC): @DestinationConnectionError.wrap def precheck(self) -> None: - async def check_connection(): - async with self.connection_config.get_client() as async_client: - await async_client.get_collections() - - asyncio.run(check_connection()) + with self.connection_config.get_client() as client: + collections_response = client.get_collections() + collection_names = [c.name for c in collections_response.collections] + if self.upload_config.collection_name not in collection_names: + raise DestinationConnectionError( + "collection '{}' not found: {}".format( + self.upload_config.collection_name, ", ".join(collection_names) + ) + ) def is_async(self): return True - async def run_async( + async def run_data_async( self, - path: Path, + data: list[dict], file_data: FileData, **kwargs: Any, ) -> None: - with path.open("r") as file: - elements: list[dict] = json.load(file) - - logger.debug("Loaded %i elements from %s", len(elements), path) - - batches = list(batch_generator(elements, batch_size=self.upload_config.batch_size)) + batches = list(batch_generator(data, batch_size=self.upload_config.batch_size)) logger.debug( "Elements split into %i batches of size %i.", len(batches), @@ -156,7 +146,7 @@ async def _upsert_batch(self, batch: list[dict]) -> None: len(points), self.upload_config.collection_name, ) - async with self.connection_config.get_client() as async_client: + async with self.connection_config.get_async_client() as async_client: await async_client.upsert( self.upload_config.collection_name, points=points, wait=True ) diff --git a/unstructured_ingest/v2/processes/connectors/redisdb.py b/unstructured_ingest/v2/processes/connectors/redisdb.py new file mode 100644 index 000000000..e31ac05b6 --- /dev/null +++ b/unstructured_ingest/v2/processes/connectors/redisdb.py @@ -0,0 +1,182 @@ +import json +from contextlib import asynccontextmanager, contextmanager +from dataclasses import dataclass +from typing import TYPE_CHECKING, Any, AsyncGenerator, Generator, Optional + +from pydantic import Field, Secret, model_validator + +from unstructured_ingest.error import DestinationConnectionError +from unstructured_ingest.utils.data_prep import batch_generator +from unstructured_ingest.utils.dep_check import requires_dependencies +from unstructured_ingest.v2.interfaces import ( + AccessConfig, + ConnectionConfig, + FileData, + Uploader, + UploaderConfig, +) +from unstructured_ingest.v2.logger import logger +from unstructured_ingest.v2.processes.connector_registry import DestinationRegistryEntry + +if TYPE_CHECKING: + from redis.asyncio import Redis + +import asyncio + +CONNECTOR_TYPE = "redis" +SERVER_API_VERSION = "1" + + +class RedisAccessConfig(AccessConfig): + uri: Optional[str] = Field( + default=None, description="If not anonymous, use this uri, if specified." + ) + password: Optional[str] = Field( + default=None, description="If not anonymous, use this password, if specified." + ) + + +class RedisConnectionConfig(ConnectionConfig): + access_config: Secret[RedisAccessConfig] = Field( + default=RedisAccessConfig(), validate_default=True + ) + host: Optional[str] = Field( + default=None, description="Hostname or IP address of a Redis instance to connect to." + ) + database: int = Field(default=0, description="Database index to connect to.") + port: int = Field(default=6379, description="port used to connect to database.") + username: Optional[str] = Field( + default=None, description="Username used to connect to database." + ) + ssl: bool = Field(default=True, description="Whether the connection should use SSL encryption.") + connector_type: str = Field(default=CONNECTOR_TYPE, init=False) + + @model_validator(mode="after") + def validate_host_or_url(self) -> "RedisConnectionConfig": + if not self.access_config.get_secret_value().uri and not self.host: + raise ValueError("Please pass a hostname either directly or through uri") + return self + + @requires_dependencies(["redis"], extras="redis") + @asynccontextmanager + async def create_async_client(self) -> AsyncGenerator["Redis", None]: + from redis.asyncio import Redis, from_url + + access_config = self.access_config.get_secret_value() + + options = { + "host": self.host, + "port": self.port, + "db": self.database, + "ssl": self.ssl, + "username": self.username, + } + + if access_config.password: + options["password"] = access_config.password + + if access_config.uri: + async with from_url(access_config.uri) as client: + yield client + else: + async with Redis(**options) as client: + yield client + + @requires_dependencies(["redis"], extras="redis") + @contextmanager + def create_client(self) -> Generator["Redis", None, None]: + from redis import Redis, from_url + + access_config = self.access_config.get_secret_value() + + options = { + "host": self.host, + "port": self.port, + "db": self.database, + "ssl": self.ssl, + "username": self.username, + } + + if access_config.password: + options["password"] = access_config.password + + if access_config.uri: + with from_url(access_config.uri) as client: + yield client + else: + with Redis(**options) as client: + yield client + + +class RedisUploaderConfig(UploaderConfig): + batch_size: int = Field(default=100, description="Number of records per batch") + + +@dataclass +class RedisUploader(Uploader): + upload_config: RedisUploaderConfig + connection_config: RedisConnectionConfig + connector_type: str = CONNECTOR_TYPE + + def is_async(self) -> bool: + return True + + def precheck(self) -> None: + try: + with self.connection_config.create_client() as client: + client.ping() + except Exception as e: + logger.error(f"failed to validate connection: {e}", exc_info=True) + raise DestinationConnectionError(f"failed to validate connection: {e}") + + async def run_data_async(self, data: list[dict], file_data: FileData, **kwargs: Any) -> None: + first_element = data[0] + redis_stack = await self._check_redis_stack(first_element) + logger.info( + f"writing {len(data)} objects to destination asynchronously, " + f"db, {self.connection_config.database}, " + f"at {self.connection_config.host}", + ) + + batches = list(batch_generator(data, batch_size=self.upload_config.batch_size)) + await asyncio.gather(*[self._write_batch(batch, redis_stack) for batch in batches]) + + async def _write_batch(self, batch: list[dict], redis_stack: bool) -> None: + async with self.connection_config.create_async_client() as async_client: + async with async_client.pipeline(transaction=True) as pipe: + for element in batch: + element_id = element["element_id"] + if redis_stack: + pipe.json().set(element_id, "$", element) + else: + pipe.set(element_id, json.dumps(element)) + await pipe.execute() + + @requires_dependencies(["redis"], extras="redis") + async def _check_redis_stack(self, element: dict) -> bool: + from redis import exceptions as redis_exceptions + + redis_stack = True + async with self.connection_config.create_async_client() as async_client: + async with async_client.pipeline(transaction=True) as pipe: + element_id = element["element_id"] + try: + # Redis with stack extension supports JSON type + await pipe.json().set(element_id, "$", element).execute() + except redis_exceptions.ResponseError as e: + message = str(e) + if "unknown command `JSON.SET`" in message: + # if this error occurs, Redis server doesn't support JSON type, + # so save as string type instead + await pipe.set(element_id, json.dumps(element)).execute() + redis_stack = False + else: + raise e + return redis_stack + + +redis_destination_entry = DestinationRegistryEntry( + connection_config=RedisConnectionConfig, + uploader=RedisUploader, + uploader_config=RedisUploaderConfig, +) diff --git a/unstructured_ingest/v2/processes/connectors/sql/postgres.py b/unstructured_ingest/v2/processes/connectors/sql/postgres.py index 2b104f999..157dedac9 100644 --- a/unstructured_ingest/v2/processes/connectors/sql/postgres.py +++ b/unstructured_ingest/v2/processes/connectors/sql/postgres.py @@ -5,7 +5,6 @@ from pydantic import Field, Secret from unstructured_ingest.utils.dep_check import requires_dependencies -from unstructured_ingest.v2.interfaces import FileData from unstructured_ingest.v2.logger import logger from unstructured_ingest.v2.processes.connector_registry import ( DestinationRegistryEntry, @@ -13,6 +12,7 @@ ) from unstructured_ingest.v2.processes.connectors.sql.sql import ( SQLAccessConfig, + SqlBatchFileData, SQLConnectionConfig, SQLDownloader, SQLDownloaderConfig, @@ -99,12 +99,12 @@ class PostgresDownloader(SQLDownloader): connector_type: str = CONNECTOR_TYPE @requires_dependencies(["psycopg2"], extras="postgres") - def query_db(self, file_data: FileData) -> tuple[list[tuple], list[str]]: + def query_db(self, file_data: SqlBatchFileData) -> tuple[list[tuple], list[str]]: from psycopg2 import sql - table_name = file_data.additional_metadata["table_name"] - id_column = file_data.additional_metadata["id_column"] - ids = tuple(file_data.additional_metadata["ids"]) + table_name = file_data.additional_metadata.table_name + id_column = file_data.additional_metadata.id_column + ids = tuple([item.identifier for item in file_data.batch_items]) with self.connection_config.get_cursor() as cursor: fields = ( diff --git a/unstructured_ingest/v2/processes/connectors/sql/singlestore.py b/unstructured_ingest/v2/processes/connectors/sql/singlestore.py index 490f20768..ddbc1aba2 100644 --- a/unstructured_ingest/v2/processes/connectors/sql/singlestore.py +++ b/unstructured_ingest/v2/processes/connectors/sql/singlestore.py @@ -5,7 +5,6 @@ from pydantic import Field, Secret -from unstructured_ingest.v2.interfaces import FileData from unstructured_ingest.v2.logger import logger from unstructured_ingest.v2.processes.connector_registry import ( DestinationRegistryEntry, @@ -14,6 +13,7 @@ from unstructured_ingest.v2.processes.connectors.sql.sql import ( _DATE_COLUMNS, SQLAccessConfig, + SqlBatchFileData, SQLConnectionConfig, SQLDownloader, SQLDownloaderConfig, @@ -93,10 +93,10 @@ class SingleStoreDownloader(SQLDownloader): connector_type: str = CONNECTOR_TYPE values_delimiter: str = "%s" - def query_db(self, file_data: FileData) -> tuple[list[tuple], list[str]]: - table_name = file_data.additional_metadata["table_name"] - id_column = file_data.additional_metadata["id_column"] - ids = tuple(file_data.additional_metadata["ids"]) + def query_db(self, file_data: SqlBatchFileData) -> tuple[list[tuple], list[str]]: + table_name = file_data.additional_metadata.table_name + id_column = file_data.additional_metadata.id_column + ids = tuple([item.identifier for item in file_data.batch_items]) with self.connection_config.get_connection() as sqlite_connection: cursor = sqlite_connection.cursor() fields = ",".join(self.download_config.fields) if self.download_config.fields else "*" diff --git a/unstructured_ingest/v2/processes/connectors/sql/snowflake.py b/unstructured_ingest/v2/processes/connectors/sql/snowflake.py index 21ce8cf42..8452fa22e 100644 --- a/unstructured_ingest/v2/processes/connectors/sql/snowflake.py +++ b/unstructured_ingest/v2/processes/connectors/sql/snowflake.py @@ -14,17 +14,19 @@ DestinationRegistryEntry, SourceRegistryEntry, ) -from unstructured_ingest.v2.processes.connectors.sql.postgres import ( - PostgresDownloader, - PostgresDownloaderConfig, - PostgresIndexer, - PostgresIndexerConfig, - PostgresUploader, - PostgresUploaderConfig, - PostgresUploadStager, - PostgresUploadStagerConfig, +from unstructured_ingest.v2.processes.connectors.sql.sql import ( + SQLAccessConfig, + SqlBatchFileData, + SQLConnectionConfig, + SQLDownloader, + SQLDownloaderConfig, + SQLIndexer, + SQLIndexerConfig, + SQLUploader, + SQLUploaderConfig, + SQLUploadStager, + SQLUploadStagerConfig, ) -from unstructured_ingest.v2.processes.connectors.sql.sql import SQLAccessConfig, SQLConnectionConfig if TYPE_CHECKING: from snowflake.connector import SnowflakeConnection @@ -61,6 +63,7 @@ class SnowflakeConnectionConfig(SQLConnectionConfig): connector_type: str = Field(default=CONNECTOR_TYPE, init=False) @contextmanager + # The actual snowflake module package name is: snowflake-connector-python @requires_dependencies(["snowflake"], extras="snowflake") def get_connection(self) -> Generator["SnowflakeConnection", None, None]: # https://docs.snowflake.com/en/developer-guide/python-connector/python-connector-api#label-snowflake-connector-methods-connect @@ -91,42 +94,67 @@ def get_cursor(self) -> Generator["SnowflakeCursor", None, None]: cursor.close() -class SnowflakeIndexerConfig(PostgresIndexerConfig): +class SnowflakeIndexerConfig(SQLIndexerConfig): pass @dataclass -class SnowflakeIndexer(PostgresIndexer): +class SnowflakeIndexer(SQLIndexer): connection_config: SnowflakeConnectionConfig index_config: SnowflakeIndexerConfig connector_type: str = CONNECTOR_TYPE -class SnowflakeDownloaderConfig(PostgresDownloaderConfig): +class SnowflakeDownloaderConfig(SQLDownloaderConfig): pass @dataclass -class SnowflakeDownloader(PostgresDownloader): +class SnowflakeDownloader(SQLDownloader): connection_config: SnowflakeConnectionConfig download_config: SnowflakeDownloaderConfig connector_type: str = CONNECTOR_TYPE + values_delimiter: str = "?" - -class SnowflakeUploadStagerConfig(PostgresUploadStagerConfig): + # The actual snowflake module package name is: snowflake-connector-python + @requires_dependencies(["snowflake"], extras="snowflake") + def query_db(self, file_data: SqlBatchFileData) -> tuple[list[tuple], list[str]]: + table_name = file_data.additional_metadata.table_name + id_column = file_data.additional_metadata.id_column + ids = [item.identifier for item in file_data.batch_items] + + with self.connection_config.get_cursor() as cursor: + query = "SELECT {fields} FROM {table_name} WHERE {id_column} IN ({values})".format( + table_name=table_name, + id_column=id_column, + fields=( + ",".join(self.download_config.fields) if self.download_config.fields else "*" + ), + values=",".join([self.values_delimiter for _ in ids]), + ) + logger.debug(f"running query: {query}\nwith values: {ids}") + cursor.execute(query, ids) + rows = [ + tuple(row.values()) if isinstance(row, dict) else row for row in cursor.fetchall() + ] + columns = [col[0] for col in cursor.description] + return rows, columns + + +class SnowflakeUploadStagerConfig(SQLUploadStagerConfig): pass -class SnowflakeUploadStager(PostgresUploadStager): +class SnowflakeUploadStager(SQLUploadStager): upload_stager_config: SnowflakeUploadStagerConfig -class SnowflakeUploaderConfig(PostgresUploaderConfig): +class SnowflakeUploaderConfig(SQLUploaderConfig): pass @dataclass -class SnowflakeUploader(PostgresUploader): +class SnowflakeUploader(SQLUploader): upload_config: SnowflakeUploaderConfig = field(default_factory=SnowflakeUploaderConfig) connection_config: SnowflakeConnectionConfig connector_type: str = CONNECTOR_TYPE diff --git a/unstructured_ingest/v2/processes/connectors/sql/sql.py b/unstructured_ingest/v2/processes/connectors/sql/sql.py index f9591f5d9..1ce48da39 100644 --- a/unstructured_ingest/v2/processes/connectors/sql/sql.py +++ b/unstructured_ingest/v2/processes/connectors/sql/sql.py @@ -1,9 +1,8 @@ import hashlib import json -import sys from abc import ABC, abstractmethod from contextlib import contextmanager -from dataclasses import dataclass, field, replace +from dataclasses import dataclass, field from datetime import date, datetime from pathlib import Path from time import time @@ -12,13 +11,15 @@ import numpy as np import pandas as pd from dateutil import parser -from pydantic import Field, Secret +from pydantic import BaseModel, Field, Secret from unstructured_ingest.error import DestinationConnectionError, SourceConnectionError -from unstructured_ingest.utils.data_prep import split_dataframe +from unstructured_ingest.utils.data_prep import get_data_df, split_dataframe from unstructured_ingest.v2.constants import RECORD_ID_LABEL from unstructured_ingest.v2.interfaces import ( AccessConfig, + BatchFileData, + BatchItem, ConnectionConfig, Downloader, DownloaderConfig, @@ -27,6 +28,7 @@ FileDataSourceMetadata, Indexer, IndexerConfig, + SourceIdentifiers, Uploader, UploaderConfig, UploadStager, @@ -81,6 +83,15 @@ _DATE_COLUMNS = ("date_created", "date_modified", "date_processed", "last_modified") +class SqlAdditionalMetadata(BaseModel): + table_name: str + id_column: str + + +class SqlBatchFileData(BatchFileData): + additional_metadata: SqlAdditionalMetadata + + def parse_date_string(date_value: Union[str, int]) -> date: try: timestamp = float(date_value) / 1000 if isinstance(date_value, int) else float(date_value) @@ -124,7 +135,7 @@ def _get_doc_ids(self) -> list[str]: f"SELECT {self.index_config.id_column} FROM {self.index_config.table_name}" ) results = cursor.fetchall() - ids = [result[0] for result in results] + ids = sorted([result[0] for result in results]) return ids def precheck(self) -> None: @@ -135,7 +146,7 @@ def precheck(self) -> None: logger.error(f"failed to validate connection: {e}", exc_info=True) raise SourceConnectionError(f"failed to validate connection: {e}") - def run(self, **kwargs: Any) -> Generator[FileData, None, None]: + def run(self, **kwargs: Any) -> Generator[SqlBatchFileData, None, None]: ids = self._get_doc_ids() id_batches: list[frozenset[str]] = [ frozenset( @@ -151,19 +162,15 @@ def run(self, **kwargs: Any) -> Generator[FileData, None, None]: ] for batch in id_batches: # Make sure the hash is always a positive number to create identified - identified = str(hash(batch) + sys.maxsize + 1) - yield FileData( - identifier=identified, + yield SqlBatchFileData( connector_type=self.connector_type, metadata=FileDataSourceMetadata( date_processed=str(time()), ), - doc_type="batch", - additional_metadata={ - "ids": list(batch), - "table_name": self.index_config.table_name, - "id_column": self.index_config.id_column, - }, + additional_metadata=SqlAdditionalMetadata( + table_name=self.index_config.table_name, id_column=self.index_config.id_column + ), + batch_items=[BatchItem(identifier=str(b)) for b in batch], ) @@ -176,7 +183,7 @@ class SQLDownloader(Downloader, ABC): download_config: SQLDownloaderConfig @abstractmethod - def query_db(self, file_data: FileData) -> tuple[list[tuple], list[str]]: + def query_db(self, file_data: SqlBatchFileData) -> tuple[list[tuple], list[str]]: pass def sql_to_df(self, rows: list[tuple], columns: list[str]) -> list[pd.DataFrame]: @@ -185,7 +192,7 @@ def sql_to_df(self, rows: list[tuple], columns: list[str]) -> list[pd.DataFrame] dfs = [pd.DataFrame([row.values], columns=df.columns) for index, row in df.iterrows()] return dfs - def get_data(self, file_data: FileData) -> list[pd.DataFrame]: + def get_data(self, file_data: SqlBatchFileData) -> list[pd.DataFrame]: rows, columns = self.query_db(file_data=file_data) return self.sql_to_df(rows=rows, columns=columns) @@ -199,10 +206,10 @@ def get_identifier(self, table_name: str, record_id: str) -> str: return f def generate_download_response( - self, result: pd.DataFrame, file_data: FileData + self, result: pd.DataFrame, file_data: SqlBatchFileData ) -> DownloadResponse: - id_column = file_data.additional_metadata["id_column"] - table_name = file_data.additional_metadata["table_name"] + id_column = file_data.additional_metadata.id_column + table_name = file_data.additional_metadata.table_name record_id = result.iloc[0][id_column] filename_id = self.get_identifier(table_name=table_name, record_id=record_id) filename = f"{filename_id}.csv" @@ -212,20 +219,23 @@ def generate_download_response( ) download_path.parent.mkdir(parents=True, exist_ok=True) result.to_csv(download_path, index=False) - copied_file_data = replace(file_data) - copied_file_data.identifier = filename_id - copied_file_data.doc_type = "file" - copied_file_data.additional_metadata.pop("ids", None) + file_data.source_identifiers = SourceIdentifiers( + filename=filename, + fullpath=filename, + ) + cast_file_data = FileData.cast(file_data=file_data) + cast_file_data.identifier = filename_id return super().generate_download_response( - file_data=copied_file_data, download_path=download_path + file_data=cast_file_data, download_path=download_path ) def run(self, file_data: FileData, **kwargs: Any) -> download_responses: - data_dfs = self.get_data(file_data=file_data) + sql_filedata = SqlBatchFileData.cast(file_data=file_data) + data_dfs = self.get_data(file_data=sql_filedata) download_responses = [] for df in data_dfs: download_responses.append( - self.generate_download_response(result=df, file_data=file_data) + self.generate_download_response(result=df, file_data=sql_filedata) ) return download_responses @@ -238,27 +248,24 @@ class SQLUploadStagerConfig(UploadStagerConfig): class SQLUploadStager(UploadStager): upload_stager_config: SQLUploadStagerConfig = field(default_factory=SQLUploadStagerConfig) - @staticmethod - def conform_dict(data: dict, file_data: FileData) -> pd.DataFrame: - working_data = data.copy() - output = [] - for element in working_data: - metadata: dict[str, Any] = element.pop("metadata", {}) - data_source = metadata.pop("data_source", {}) - coordinates = metadata.pop("coordinates", {}) + def conform_dict(self, element_dict: dict, file_data: FileData) -> dict: + data = element_dict.copy() + metadata: dict[str, Any] = data.pop("metadata", {}) + data_source = metadata.pop("data_source", {}) + coordinates = metadata.pop("coordinates", {}) - element.update(metadata) - element.update(data_source) - element.update(coordinates) + data.update(metadata) + data.update(data_source) + data.update(coordinates) - element["id"] = get_enhanced_element_id(element_dict=element, file_data=file_data) + data["id"] = get_enhanced_element_id(element_dict=data, file_data=file_data) - # remove extraneous, not supported columns - element = {k: v for k, v in element.items() if k in _COLUMNS} - element[RECORD_ID_LABEL] = file_data.identifier - output.append(element) + # remove extraneous, not supported columns + element = {k: v for k, v in data.items() if k in _COLUMNS} + element[RECORD_ID_LABEL] = file_data.identifier + return element - df = pd.DataFrame.from_dict(output) + def conform_dataframe(self, df: pd.DataFrame) -> pd.DataFrame: for column in filter(lambda x: x in df.columns, _DATE_COLUMNS): df[column] = df[column].apply(parse_date_string) for column in filter( @@ -283,19 +290,19 @@ def run( output_filename: str, **kwargs: Any, ) -> Path: - with open(elements_filepath) as elements_file: - elements_contents: list[dict] = json.load(elements_file) + elements_contents = self.get_data(elements_filepath=elements_filepath) - df = self.conform_dict(data=elements_contents, file_data=file_data) - if Path(output_filename).suffix != ".json": - output_filename = f"{output_filename}.json" - else: - output_filename = f"{Path(output_filename).stem}.json" - output_path = Path(output_dir) / Path(f"{output_filename}") - output_path.parent.mkdir(parents=True, exist_ok=True) + df = pd.DataFrame( + data=[ + self.conform_dict(element_dict=element_dict, file_data=file_data) + for element_dict in elements_contents + ] + ) + df = self.conform_dataframe(df=df) + + output_path = self.get_output_path(output_filename=output_filename, output_dir=output_dir) - with output_path.open("w") as output_file: - df.to_json(output_file, orient="records", lines=True) + self.write_output(output_path=output_path, data=df.to_dict(orient="records")) return output_path @@ -361,8 +368,15 @@ def _fit_to_schema(self, df: pd.DataFrame, columns: list[str]) -> pd.DataFrame: for column in missing_columns: df[column] = pd.Series() - def upload_contents(self, path: Path) -> None: - df = pd.read_json(path, orient="records", lines=True) + def upload_dataframe(self, df: pd.DataFrame, file_data: FileData) -> None: + if self.can_delete(): + self.delete_by_record_id(file_data=file_data) + else: + logger.warning( + f"table doesn't contain expected " + f"record id column " + f"{self.upload_config.record_id_key}, skipping delete" + ) df.replace({np.nan: None}, inplace=True) self._fit_to_schema(df=df, columns=self.get_table_columns()) @@ -411,13 +425,10 @@ def delete_by_record_id(self, file_data: FileData) -> None: rowcount = cursor.rowcount logger.info(f"deleted {rowcount} rows from table {self.upload_config.table_name}") + def run_data(self, data: list[dict], file_data: FileData, **kwargs: Any) -> None: + df = pd.DataFrame(data) + self.upload_dataframe(df=df, file_data=file_data) + def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: - if self.can_delete(): - self.delete_by_record_id(file_data=file_data) - else: - logger.warning( - f"table doesn't contain expected " - f"record id column " - f"{self.upload_config.record_id_key}, skipping delete" - ) - self.upload_contents(path=path) + df = get_data_df(path=path) + self.upload_dataframe(df=df, file_data=file_data) diff --git a/unstructured_ingest/v2/processes/connectors/sql/sqlite.py b/unstructured_ingest/v2/processes/connectors/sql/sqlite.py index 393227ad2..3f6b33766 100644 --- a/unstructured_ingest/v2/processes/connectors/sql/sqlite.py +++ b/unstructured_ingest/v2/processes/connectors/sql/sqlite.py @@ -6,7 +6,6 @@ from pydantic import Field, Secret, model_validator -from unstructured_ingest.v2.interfaces import FileData from unstructured_ingest.v2.logger import logger from unstructured_ingest.v2.processes.connector_registry import ( DestinationRegistryEntry, @@ -15,6 +14,7 @@ from unstructured_ingest.v2.processes.connectors.sql.sql import ( _DATE_COLUMNS, SQLAccessConfig, + SqlBatchFileData, SQLConnectionConfig, SQLDownloader, SQLDownloaderConfig, @@ -97,10 +97,10 @@ class SQLiteDownloader(SQLDownloader): connector_type: str = CONNECTOR_TYPE values_delimiter: str = "?" - def query_db(self, file_data: FileData) -> tuple[list[tuple], list[str]]: - table_name = file_data.additional_metadata["table_name"] - id_column = file_data.additional_metadata["id_column"] - ids = file_data.additional_metadata["ids"] + def query_db(self, file_data: SqlBatchFileData) -> tuple[list[tuple], list[str]]: + table_name = file_data.additional_metadata.table_name + id_column = file_data.additional_metadata.id_column + ids = [item.identifier for item in file_data.batch_items] with self.connection_config.get_connection() as sqlite_connection: cursor = sqlite_connection.cursor() fields = ",".join(self.download_config.fields) if self.download_config.fields else "*" diff --git a/unstructured_ingest/v2/processes/connectors/vectara.py b/unstructured_ingest/v2/processes/connectors/vectara.py new file mode 100644 index 000000000..440e5dbcf --- /dev/null +++ b/unstructured_ingest/v2/processes/connectors/vectara.py @@ -0,0 +1,350 @@ +import asyncio +import json +import uuid +from dataclasses import dataclass, field +from datetime import datetime +from pathlib import Path +from typing import Any, Dict, Mapping, Optional + +from pydantic import Field, Secret + +from unstructured_ingest.error import DestinationConnectionError +from unstructured_ingest.utils.data_prep import flatten_dict +from unstructured_ingest.utils.dep_check import requires_dependencies +from unstructured_ingest.v2.interfaces import ( + AccessConfig, + ConnectionConfig, + FileData, + Uploader, + UploaderConfig, + UploadStager, + UploadStagerConfig, +) +from unstructured_ingest.v2.logger import logger +from unstructured_ingest.v2.processes.connector_registry import DestinationRegistryEntry + +BASE_URL = "https://api.vectara.io/v2" + +CONNECTOR_TYPE = "vectara" + + +class VectaraAccessConfig(AccessConfig): + oauth_client_id: str = Field(description="Client ID") + oauth_secret: str = Field(description="Client Secret") + + +class VectaraConnectionConfig(ConnectionConfig): + access_config: Secret[VectaraAccessConfig] + customer_id: str + corpus_name: Optional[str] = None + corpus_key: Optional[str] = None + token_url: str = "https://vectara-prod-{}.auth.us-west-2.amazoncognito.com/oauth2/token" + + +class VectaraUploadStagerConfig(UploadStagerConfig): + pass + + +@dataclass +class VectaraUploadStager(UploadStager): + upload_stager_config: VectaraUploadStagerConfig = field( + default_factory=lambda: VectaraUploadStagerConfig() + ) + + @staticmethod + def conform_dict(data: dict) -> dict: + """ + Prepares dictionary in the format that Vectara requires. + See more detail in https://docs.vectara.com/docs/rest-api/create-corpus-document + + Select which meta-data fields to include and optionally map them to a new format. + remove the "metadata-" prefix from the keys + """ + metadata_map = { + "page_number": "page_number", + "data_source-url": "url", + "filename": "filename", + "filetype": "filetype", + "last_modified": "last_modified", + "element_id": "element_id", + } + md = flatten_dict(data, separator="-", flatten_lists=True) + md = {k.replace("metadata-", ""): v for k, v in md.items()} + md = {metadata_map[k]: v for k, v in md.items() if k in metadata_map} + return md + + def process_whole(self, input_file: Path, output_file: Path, file_data: FileData) -> None: + with input_file.open() as in_f: + elements_contents = json.load(in_f) + + logger.info( + f"Extending {len(elements_contents)} json elements from content in {input_file}" + ) + + conformed_elements = [ + { + "id": str(uuid.uuid4()), + "type": "core", + "metadata": { + "title": file_data.identifier, + }, + "document_parts": [ + { + "text": element.pop("text", None), + "metadata": self.conform_dict(data=element), + } + for element in elements_contents + ], + } + ] + + with open(output_file, "w") as out_f: + json.dump(conformed_elements, out_f, indent=2) + + +class VectaraUploaderConfig(UploaderConfig): + pass + + +@dataclass +class VectaraUploader(Uploader): + + connector_type: str = CONNECTOR_TYPE + upload_config: VectaraUploaderConfig + connection_config: VectaraConnectionConfig + _jwt_token: Optional[str] = field(init=False, default=None) + _jwt_token_expires_ts: Optional[float] = field(init=False, default=None) + + def is_async(self) -> bool: + return True + + def precheck(self) -> None: + try: + self._check_connection_and_corpora() + except Exception as e: + logger.error(f"Failed to validate connection {e}", exc_info=True) + raise DestinationConnectionError(f"failed to validate connection: {e}") + + @property + async def jwt_token_async(self) -> str: + if not self._jwt_token or self._jwt_token_expires_ts - datetime.now().timestamp() <= 60: + self._jwt_token = await self._get_jwt_token_async() + return self._jwt_token + + @property + def jwt_token(self) -> str: + if not self._jwt_token or self._jwt_token_expires_ts - datetime.now().timestamp() <= 60: + self._jwt_token = self._get_jwt_token() + return self._jwt_token + + # Get Oauth2 JWT token + @requires_dependencies(["httpx"], extras="vectara") + async def _get_jwt_token_async(self) -> str: + import httpx + + """Connect to the server and get a JWT token.""" + token_endpoint = self.connection_config.token_url.format(self.connection_config.customer_id) + headers = { + "Content-Type": "application/x-www-form-urlencoded", + } + data = { + "grant_type": "client_credentials", + "client_id": self.connection_config.access_config.get_secret_value().oauth_client_id, + "client_secret": self.connection_config.access_config.get_secret_value().oauth_secret, + } + + async with httpx.AsyncClient() as client: + response = await client.post(token_endpoint, headers=headers, data=data) + response.raise_for_status() + response_json = response.json() + + request_time = datetime.now().timestamp() + self._jwt_token_expires_ts = request_time + response_json.get("expires_in") + + return response_json.get("access_token") + + # Get Oauth2 JWT token + @requires_dependencies(["httpx"], extras="vectara") + def _get_jwt_token(self) -> str: + import httpx + + """Connect to the server and get a JWT token.""" + token_endpoint = self.connection_config.token_url.format(self.connection_config.customer_id) + headers = { + "Content-Type": "application/x-www-form-urlencoded", + } + data = { + "grant_type": "client_credentials", + "client_id": self.connection_config.access_config.get_secret_value().oauth_client_id, + "client_secret": self.connection_config.access_config.get_secret_value().oauth_secret, + } + + with httpx.Client() as client: + response = client.post(token_endpoint, headers=headers, data=data) + response.raise_for_status() + response_json = response.json() + + request_time = datetime.now().timestamp() + self._jwt_token_expires_ts = request_time + response_json.get("expires_in") + + return response_json.get("access_token") + + @DestinationConnectionError.wrap + def _check_connection_and_corpora(self) -> None: + """ + Check the connection for Vectara and validate corpus exists. + - If more than one corpus with the same name exists - raise error + - If exactly one corpus exists with this name - use it. + - If does not exist - raise error. + """ + # Get token if not already set + self.jwt_token + + _, list_corpora_response = self._request( + http_method="GET", + endpoint="corpora", + ) + + if self.connection_config.corpus_name: + possible_corpora_keys_names_map = { + corpus.get("key"): corpus.get("name") + for corpus in list_corpora_response.get("corpora") + if corpus.get("name") == self.connection_config.corpus_name + } + + if len(possible_corpora_keys_names_map) > 1: + raise ValueError( + f"Multiple Corpus exist with name {self.connection_config.corpus_name} in dest." + ) + if len(possible_corpora_keys_names_map) == 1: + if not self.connection_config.corpus_key: + self.connection_config.corpus_key = list( + possible_corpora_keys_names_map.keys() + )[0] + elif ( + self.connection_config.corpus_key + != list(possible_corpora_keys_names_map.keys())[0] + ): + raise ValueError("Corpus key does not match provided corpus name.") + else: + raise ValueError( + f"No Corpora exist with name {self.connection_config.corpus_name} in dest." + ) + + @requires_dependencies(["httpx"], extras="vectara") + async def _async_request( + self, + endpoint: str, + http_method: str = "POST", + params: Mapping[str, Any] = None, + data: Mapping[str, Any] = None, + ) -> tuple[bool, dict]: + import httpx + + url = f"{BASE_URL}/{endpoint}" + + headers = { + "Content-Type": "application/json", + "Accept": "application/json", + "Authorization": f"Bearer {await self.jwt_token_async}", + "X-source": "unstructured", + } + + async with httpx.AsyncClient() as client: + response = await client.request( + method=http_method, url=url, headers=headers, params=params, json=data + ) + response.raise_for_status() + return response.json() + + @requires_dependencies(["httpx"], extras="vectara") + def _request( + self, + endpoint: str, + http_method: str = "POST", + params: Mapping[str, Any] = None, + data: Mapping[str, Any] = None, + ) -> tuple[bool, dict]: + import httpx + + url = f"{BASE_URL}/{endpoint}" + + headers = { + "Content-Type": "application/json", + "Accept": "application/json", + "Authorization": f"Bearer {self.jwt_token}", + "X-source": "unstructured", + } + + with httpx.Client() as client: + response = client.request( + method=http_method, url=url, headers=headers, params=params, json=data + ) + response.raise_for_status() + return response.json() + + async def _delete_doc(self, doc_id: str) -> tuple[bool, dict]: + """ + Delete a document from the Vectara corpus. + """ + + return await self._async_request( + endpoint=f"corpora/{self.connection_config.corpus_key}/documents/{doc_id}", + http_method="DELETE", + ) + + async def _index_document(self, document: Dict[str, Any]) -> None: + """ + Index a document (by uploading it to the Vectara corpus) from the document dictionary + """ + + logger.debug( + f"Indexing document {document['id']} to corpus key {self.connection_config.corpus_key}" + ) + + try: + result = await self._async_request( + endpoint=f"corpora/{self.connection_config.corpus_key}/documents", data=document + ) + except Exception as e: + logger.error(f"exception {e} while indexing document {document['id']}") + return + + if ( + "messages" in result + and result["messages"] + and ( + "ALREADY_EXISTS" in result["messages"] + or ( + "CONFLICT: Indexing doesn't support updating documents." + in result["messages"][0] + ) + ) + ): + logger.info(f"document {document['id']} already exists, re-indexing") + await self._delete_doc(document["id"]) + await self._async_request( + endpoint=f"corpora/{self.connection_config.corpus_key}/documents", data=document + ) + return + + logger.info(f"indexing document {document['id']} succeeded") + + async def run_data_async( + self, + data: list[dict], + file_data: FileData, + **kwargs: Any, + ) -> None: + + logger.info(f"inserting / updating {len(data)} documents to Vectara ") + await asyncio.gather(*(self._index_document(vdoc) for vdoc in data)) + + +vectara_destination_entry = DestinationRegistryEntry( + connection_config=VectaraConnectionConfig, + uploader=VectaraUploader, + uploader_config=VectaraUploaderConfig, + upload_stager=VectaraUploadStager, + upload_stager_config=VectaraUploadStagerConfig, +) diff --git a/unstructured_ingest/v2/processes/connectors/weaviate/weaviate.py b/unstructured_ingest/v2/processes/connectors/weaviate/weaviate.py index 627940577..005b0ebc0 100644 --- a/unstructured_ingest/v2/processes/connectors/weaviate/weaviate.py +++ b/unstructured_ingest/v2/processes/connectors/weaviate/weaviate.py @@ -3,7 +3,6 @@ from contextlib import contextmanager from dataclasses import dataclass, field from datetime import date, datetime -from pathlib import Path from typing import TYPE_CHECKING, Any, Generator, Optional from dateutil import parser @@ -74,11 +73,11 @@ def parse_date_string(date_string: str) -> date: logger.debug(f"date {date_string} string not a timestamp: {e}") return parser.parse(date_string) - @classmethod - def conform_dict(cls, data: dict, file_data: FileData) -> dict: + def conform_dict(self, element_dict: dict, file_data: FileData) -> dict: """ Updates the element dictionary to conform to the Weaviate schema """ + data = element_dict.copy() working_data = data.copy() # Dict as string formatting if ( @@ -111,7 +110,7 @@ def conform_dict(cls, data: dict, file_data: FileData) -> dict: .get("data_source", {}) .get("date_created") ): - working_data["metadata"]["data_source"]["date_created"] = cls.parse_date_string( + working_data["metadata"]["data_source"]["date_created"] = self.parse_date_string( date_created ).strftime( "%Y-%m-%dT%H:%M:%S.%fZ", @@ -122,7 +121,7 @@ def conform_dict(cls, data: dict, file_data: FileData) -> dict: .get("data_source", {}) .get("date_modified") ): - working_data["metadata"]["data_source"]["date_modified"] = cls.parse_date_string( + working_data["metadata"]["data_source"]["date_modified"] = self.parse_date_string( date_modified ).strftime( "%Y-%m-%dT%H:%M:%S.%fZ", @@ -133,14 +132,14 @@ def conform_dict(cls, data: dict, file_data: FileData) -> dict: .get("data_source", {}) .get("date_processed") ): - working_data["metadata"]["data_source"]["date_processed"] = cls.parse_date_string( + working_data["metadata"]["data_source"]["date_processed"] = self.parse_date_string( date_processed ).strftime( "%Y-%m-%dT%H:%M:%S.%fZ", ) if last_modified := working_data.get("metadata", {}).get("last_modified"): - working_data["metadata"]["last_modified"] = cls.parse_date_string( + working_data["metadata"]["last_modified"] = self.parse_date_string( last_modified ).strftime( "%Y-%m-%dT%H:%M:%S.%fZ", @@ -159,25 +158,6 @@ def conform_dict(cls, data: dict, file_data: FileData) -> dict: working_data[RECORD_ID_LABEL] = file_data.identifier return working_data - def run( - self, - elements_filepath: Path, - file_data: FileData, - output_dir: Path, - output_filename: str, - **kwargs: Any, - ) -> Path: - with open(elements_filepath) as elements_file: - elements_contents = json.load(elements_file) - updated_elements = [ - self.conform_dict(data=element, file_data=file_data) for element in elements_contents - ] - output_path = Path(output_dir) / Path(f"{output_filename}.json") - output_path.parent.mkdir(parents=True, exist_ok=True) - with open(output_path, "w") as output_file: - json.dump(updated_elements, output_file, indent=2) - return output_path - class WeaviateUploaderConfig(UploaderConfig): collection: str = Field(description="The name of the collection this object belongs to") @@ -268,18 +248,16 @@ def delete_by_record_id(self, client: "WeaviateClient", file_data: FileData) -> if not resp.failed and not resp.successful: break - def run(self, path: Path, file_data: FileData, **kwargs: Any) -> None: - with path.open("r") as file: - elements_dict = json.load(file) + def run_data(self, data: list[dict], file_data: FileData, **kwargs: Any) -> None: logger.info( - f"writing {len(elements_dict)} objects to destination " + f"writing {len(data)} objects to destination " f"class {self.connection_config.access_config} " ) with self.connection_config.get_client() as weaviate_client: self.delete_by_record_id(client=weaviate_client, file_data=file_data) with self.upload_config.get_batch_client(client=weaviate_client) as batch_client: - for e in elements_dict: + for e in data: vector = e.pop("embeddings", None) batch_client.add_object( collection=self.upload_config.collection, diff --git a/unstructured_ingest/v2/unstructured_api.py b/unstructured_ingest/v2/unstructured_api.py index 3da311005..2b1e3cdd0 100644 --- a/unstructured_ingest/v2/unstructured_api.py +++ b/unstructured_ingest/v2/unstructured_api.py @@ -2,6 +2,7 @@ from pathlib import Path from typing import TYPE_CHECKING, Optional +from unstructured_ingest.v2.errors import ProviderError, UserError from unstructured_ingest.v2.logger import logger if TYPE_CHECKING: @@ -51,6 +52,22 @@ def create_partition_request(filename: Path, parameters_dict: dict) -> "Partitio return PartitionRequest(partition_parameters=partition_params) +def handle_error(e: Exception): + from unstructured_client.models.errors.sdkerror import SDKError + + if isinstance(e, SDKError): + logger.error(f"Error calling Unstructured API: {e}") + if 400 <= e.status_code < 500: + raise UserError(e.body) + elif e.status_code >= 500: + raise ProviderError(e.body) + else: + raise e + else: + logger.error(f"Uncaught Error calling API: {e}") + raise e + + async def call_api_async( server_url: Optional[str], api_key: Optional[str], filename: Path, api_parameters: dict ) -> list[dict]: @@ -71,7 +88,10 @@ async def call_api_async( api_key_auth=api_key, ) partition_request = create_partition_request(filename=filename, parameters_dict=api_parameters) - res = await client.general.partition_async(request=partition_request) + try: + res = await client.general.partition_async(request=partition_request) + except Exception as e: + handle_error(e) return res.elements or [] @@ -96,6 +116,9 @@ def call_api( api_key_auth=api_key, ) partition_request = create_partition_request(filename=filename, parameters_dict=api_parameters) - res = client.general.partition(request=partition_request) + try: + res = client.general.partition(request=partition_request) + except Exception as e: + handle_error(e) return res.elements or []