From ef0f922ca874dd94f9b88e8bfbde2a8cb2c385d2 Mon Sep 17 00:00:00 2001 From: Corey Zumar <39497902+dbczumar@users.noreply.github.com> Date: Tue, 5 Sep 2023 15:14:29 -0700 Subject: [PATCH 01/34] Ignore array columns with enforcing ColSpec signature, instead of throwing (#9520) Signed-off-by: Corey Zumar Co-authored-by: Corey Zumar --- mlflow/models/utils.py | 19 +++++++++++++++++++ .../pyfunc/test_pyfunc_schema_enforcement.py | 9 +++++++-- 2 files changed, 26 insertions(+), 2 deletions(-) diff --git a/mlflow/models/utils.py b/mlflow/models/utils.py index 32dc49543aa58..59c56e5dbd4ec 100644 --- a/mlflow/models/utils.py +++ b/mlflow/models/utils.py @@ -695,6 +695,25 @@ def _is_scalar(x): for value in pf_input.values() ): pf_input = pd.DataFrame([pf_input]) + elif isinstance(pf_input, dict) and any( + isinstance(value, np.ndarray) and value.ndim > 1 for value in pf_input.values() + ): + # Pandas DataFrames can't be constructed with embedded multi-dimensional + # numpy arrays. Accordingly, we convert any multi-dimensional numpy + # arrays to lists before constructing a DataFrame. This is safe because ColSpec + # model signatures do not support array columns, so subsequent validation logic + # will result in a clear "incompatible input types" exception. This is + # preferable to a pandas DataFrame construction error + pf_input = pd.DataFrame( + { + key: ( + value.tolist() + if (isinstance(value, np.ndarray) and value.ndim > 1) + else value + ) + for key, value in pf_input.items() + } + ) else: pf_input = pd.DataFrame(pf_input) except Exception as e: diff --git a/tests/pyfunc/test_pyfunc_schema_enforcement.py b/tests/pyfunc/test_pyfunc_schema_enforcement.py index 6c86274541806..1dfe799eb6dee 100644 --- a/tests/pyfunc/test_pyfunc_schema_enforcement.py +++ b/tests/pyfunc/test_pyfunc_schema_enforcement.py @@ -272,7 +272,8 @@ def test_column_schema_enforcement(): with pytest.raises(MlflowException, match=match_missing_inputs): pyfunc_model.predict(pdf.values) - # 14. dictionaries of str -> list/nparray work + # 14. dictionaries of str -> list/nparray work, + # including extraneous multi-dimensional arrays and lists arr = np.array([1, 2, 3]) d = { "a": arr.astype("int32"), @@ -283,6 +284,10 @@ def test_column_schema_enforcement(): "g": ["a", "b", "c"], "f": [bytes(0), bytes(1), bytes(1)], "h": np.array(["2020-01-01", "2020-02-02", "2020-03-03"], dtype=np.datetime64), + # Extraneous multi-dimensional numpy array should be silenty dropped + "i": np.array([[1, 2, 3], [4, 5, 6], [7, 8, 9]]), + # Extraneous multi-dimensional list should be silently dropped + "j": [[1, 2, 3], [4, 5, 6], [7, 8, 9]], } res = pyfunc_model.predict(d) assert res.dtypes.to_dict() == expected_types @@ -294,7 +299,7 @@ def test_column_schema_enforcement(): "c": [arr.astype("float32")], "d": [arr.astype("float64")], "e": [[True, False, True]], - "g": [["a", "b", "c"]], + "g": np.array([["a", "b", "c"]]), "f": [[bytes(0), bytes(1), bytes(1)]], "h": [np.array(["2020-01-01", "2020-02-02", "2020-03-03"], dtype=np.datetime64)], } From 268debc31a837c7beef909c96712fc05a4ac198e Mon Sep 17 00:00:00 2001 From: Apurva Koti Date: Tue, 5 Sep 2023 17:42:15 -0700 Subject: [PATCH 02/34] Improve error message for direct loads of Feature Store models (#9474) --- mlflow/models/model.py | 1 + mlflow/pyfunc/__init__.py | 15 +++++++++++-- .../_unity_catalog/registry/rest_store.py | 3 +-- ...t_model_export_with_class_and_artifacts.py | 21 +++++++++++++++++++ 4 files changed, 36 insertions(+), 4 deletions(-) diff --git a/mlflow/models/model.py b/mlflow/models/model.py index f00a15133648e..207babd184f95 100644 --- a/mlflow/models/model.py +++ b/mlflow/models/model.py @@ -22,6 +22,7 @@ # NOTE: The MLMODEL_FILE_NAME constant is considered @developer_stable MLMODEL_FILE_NAME = "MLmodel" +_DATABRICKS_FS_LOADER_MODULE = "databricks.feature_store.mlflow_model" _LOG_MODEL_METADATA_WARNING_TEMPLATE = ( "Logging model metadata to the tracking server has failed. The model artifacts " "have been logged successfully under %s. Set logging level to DEBUG via " diff --git a/mlflow/pyfunc/__init__.py b/mlflow/pyfunc/__init__.py index b41785fd41b25..9da73451bf839 100644 --- a/mlflow/pyfunc/__init__.py +++ b/mlflow/pyfunc/__init__.py @@ -235,7 +235,7 @@ from mlflow.exceptions import MlflowException from mlflow.models import Model, ModelInputExample, ModelSignature from mlflow.models.flavor_backend_registry import get_flavor_backend -from mlflow.models.model import MLMODEL_FILE_NAME +from mlflow.models.model import _DATABRICKS_FS_LOADER_MODULE, MLMODEL_FILE_NAME from mlflow.models.signature import _infer_signature_from_type_hints from mlflow.models.utils import ( PyFuncInput, @@ -245,6 +245,7 @@ _save_example, ) from mlflow.protos.databricks_pb2 import ( + BAD_REQUEST, INVALID_PARAMETER_VALUE, RESOURCE_DOES_NOT_EXIST, ) @@ -633,7 +634,17 @@ def load_model( _add_code_from_conf_to_system_path(local_path, conf, code_key=CODE) data_path = os.path.join(local_path, conf[DATA]) if (DATA in conf) else local_path - model_impl = importlib.import_module(conf[MAIN])._load_pyfunc(data_path) + try: + model_impl = importlib.import_module(conf[MAIN])._load_pyfunc(data_path) + except ModuleNotFoundError as e: + if conf[MAIN] == _DATABRICKS_FS_LOADER_MODULE: + raise MlflowException( + "mlflow.pyfunc.load_model is not supported for Feature Store models. " + "spark_udf() and predict() will not work as expected. Use " + "score_batch for offline predictions.", + BAD_REQUEST, + ) from None + raise e predict_fn = conf.get("predict_fn", "predict") return PyFuncModel(model_meta=model_meta, model_impl=model_impl, predict_fn=predict_fn) diff --git a/mlflow/store/_unity_catalog/registry/rest_store.py b/mlflow/store/_unity_catalog/registry/rest_store.py index 90202a7679be0..8431c6f6d1475 100644 --- a/mlflow/store/_unity_catalog/registry/rest_store.py +++ b/mlflow/store/_unity_catalog/registry/rest_store.py @@ -92,7 +92,6 @@ _METHOD_TO_ALL_INFO = extract_all_api_info_for_service( UcModelRegistryService, _REST_API_PATH_PREFIX ) -_DATABRICKS_FS_LOADER_MODULE = "databricks.feature_store.mlflow_model" _logger = logging.getLogger(__name__) @@ -148,7 +147,7 @@ def get_feature_dependencies(model_dir): model_info = model.get_model_info() if ( model_info.flavors.get("python_function", {}).get("loader_module") - == _DATABRICKS_FS_LOADER_MODULE + == mlflow.models.model._DATABRICKS_FS_LOADER_MODULE ): raise MlflowException( "This model was packaged by Databricks Feature Store and can only be registered on a " diff --git a/tests/pyfunc/test_model_export_with_class_and_artifacts.py b/tests/pyfunc/test_model_export_with_class_and_artifacts.py index 2f0514a599e15..d0ad9bf2e4e87 100644 --- a/tests/pyfunc/test_model_export_with_class_and_artifacts.py +++ b/tests/pyfunc/test_model_export_with_class_and_artifacts.py @@ -26,6 +26,7 @@ import mlflow.sklearn from mlflow.exceptions import MlflowException from mlflow.models import Model, infer_signature +from mlflow.models.model import _DATABRICKS_FS_LOADER_MODULE from mlflow.models.utils import _read_example from mlflow.pyfunc.model import _load_pyfunc from mlflow.store.artifact.s3_artifact_repo import S3ArtifactRepository @@ -1443,3 +1444,23 @@ def test_predict(sk_model, model_input): artifacts = _load_pyfunc(pyfunc_model_path).context.artifacts assert all("\\" not in artifact_uri for artifact_uri in artifacts.values()) + + +def test_load_model_fails_for_feature_store_models(tmp_path): + feature_store = os.path.join(tmp_path, "feature_store") + os.mkdir(feature_store) + feature_spec = os.path.join(feature_store, "feature_spec.yaml") + with open(feature_spec, "w+") as f: + f.write("contents") + + with mlflow.start_run() as run: + mlflow.pyfunc.log_model( + artifact_path="model", + data_path=feature_store, + loader_module=_DATABRICKS_FS_LOADER_MODULE, + code_path=[__file__], + ) + with pytest.raises( + MlflowException, match="mlflow.pyfunc.load_model is not supported for Feature Store models" + ): + mlflow.pyfunc.load_model(f"runs:/{run.info.run_id}/model") From 0206a2392aa9773a5c8d6eb865da67bfc1ace065 Mon Sep 17 00:00:00 2001 From: Harutaka Kawamura Date: Wed, 6 Sep 2023 12:23:09 +0900 Subject: [PATCH 03/34] Rerun cross version tests (#9528) Signed-off-by: harupy --- .github/workflows/rerun.js | 35 +++++++++++++++++++++++++++++++++++ .github/workflows/rerun.yml | 25 +++++++++++++++++++++++++ 2 files changed, 60 insertions(+) create mode 100644 .github/workflows/rerun.js create mode 100644 .github/workflows/rerun.yml diff --git a/.github/workflows/rerun.js b/.github/workflows/rerun.js new file mode 100644 index 0000000000000..74a8e3807dafe --- /dev/null +++ b/.github/workflows/rerun.js @@ -0,0 +1,35 @@ +module.exports = async ({ context, github, workflow_id }) => { + const owner = "mlflow-automation"; + const { repo } = context.repo; + const { data: workflowRunsData } = await github.rest.actions.listWorkflowRuns({ + owner, + repo, + workflow_id, + event: "schedule", + }); + + if (workflowRunsData.total_count === 0) { + return; + } + + const { id: run_id, conclusion } = workflowRunsData.workflow_runs[0]; + if (conclusion === "success") { + return; + } + + const jobs = await github.paginate(github.rest.actions.listJobsForWorkflowRun, { + owner, + repo, + run_id, + }); + const failedJobs = jobs.filter((job) => job.conclusion !== "success"); + if (failedJobs.length === 0) { + return; + } + + await github.rest.actions.reRunWorkflowFailedJobs({ + repo, + owner, + run_id, + }); +}; diff --git a/.github/workflows/rerun.yml b/.github/workflows/rerun.yml new file mode 100644 index 0000000000000..5ddf3aa983eb8 --- /dev/null +++ b/.github/workflows/rerun.yml @@ -0,0 +1,25 @@ +# Cross version tests sometimes fail due to transient errors. This workflow reruns failed tests. +name: rerun-cross-version-tests + +on: + schedule: + # Run this workflow daily at 17:00 UTC (4 hours after cross-version-tests.yml workflow) + - cron: "0 17 * * *" + +concurrency: + group: ${{ github.workflow }}-${{ github.event_name }}-${{ github.head_ref || github.ref }} + cancel-in-progress: true + +jobs: + set-matrix: + runs-on: ubuntu-latest + timeout-minutes: 10 + if: github.repository == 'mlflow/mlflow' + steps: + - uses: actions/checkout@v3 + - uses: actions/github-script@v6 + with: + github-token: ${{ secrets.MLFLOW_AUTOMATION_TOKEN }} + script: | + const rerun = require(`${process.env.GITHUB_WORKSPACE}/.github/workflows/rerun.js`); + await rerun({ context, github, workflow_id: "cross-version-tests.yml" }); From fa651f4dfbd7c3b3d25b33b0b3928996e0c47067 Mon Sep 17 00:00:00 2001 From: Prithvi Kannan <46332835+prithvikannan@users.noreply.github.com> Date: Wed, 6 Sep 2023 00:48:27 -0700 Subject: [PATCH 04/34] Create /upload-artifacts route (#9533) Signed-off-by: Prithvi Kannan --- mlflow/server/__init__.py | 6 +++ mlflow/server/handlers.py | 65 ++++++++++++++++++++++++++ tests/tracking/test_rest_tracking.py | 70 ++++++++++++++++++++++++++++ 3 files changed, 141 insertions(+) diff --git a/mlflow/server/__init__.py b/mlflow/server/__init__.py index d5be616ed959d..7e3b7b9616eb6 100644 --- a/mlflow/server/__init__.py +++ b/mlflow/server/__init__.py @@ -21,6 +21,7 @@ get_metric_history_bulk_handler, get_model_version_artifact_handler, search_datasets_handler, + upload_artifact_handler, ) from mlflow.utils.os import is_windows from mlflow.utils.process import _exec_cmd @@ -101,6 +102,11 @@ def serve_gateway_proxy(): return gateway_proxy_handler() +@app.route(_add_static_prefix("/ajax-api/2.0/mlflow/upload-artifact"), methods=["POST"]) +def serve_upload_artifact(): + return upload_artifact_handler() + + # We expect the react app to be built assuming it is hosted at /static-files, so that requests for # CSS/JS resources will be made to e.g. /static-files/main.css and we can handle them here. # The files are hashed based on source code, so ok to send Cache-Control headers via max_age. diff --git a/mlflow/server/handlers.py b/mlflow/server/handlers.py index aa60056f035f8..2826446a1ad28 100644 --- a/mlflow/server/handlers.py +++ b/mlflow/server/handlers.py @@ -1230,6 +1230,71 @@ def assert_arg_exists(arg_name, arg): return response +@catch_mlflow_exception +def upload_artifact_handler(): + args = request.args + run_uuid = args.get("run_uuid") + if not run_uuid: + raise MlflowException( + message="Request must specify run_uuid.", + error_code=INVALID_PARAMETER_VALUE, + ) + path = args.get("path") + if not path: + raise MlflowException( + message="Request must specify path.", + error_code=INVALID_PARAMETER_VALUE, + ) + validate_path_is_safe(path) + + if request.content_length and request.content_length > 10 * 1024 * 1024: + raise MlflowException( + message="Artifact size is too large. Max size is 10MB.", + error_code=INVALID_PARAMETER_VALUE, + ) + + data = request.data + if not data: + raise MlflowException( + message="Request must specify data.", + error_code=INVALID_PARAMETER_VALUE, + ) + + run = _get_tracking_store().get_run(run_uuid) + artifact_dir = run.info.artifact_uri + + basename = posixpath.basename(path) + dirname = posixpath.dirname(path) + + def _log_artifact_to_repo(file, run, dirname, artifact_dir): + if _is_servable_proxied_run_artifact_root(run.info.artifact_uri): + artifact_repo = _get_artifact_repo_mlflow_artifacts() + path_to_log = ( + os.path.join(run.info.experiment_id, run.info.run_id, "artifacts", dirname) + if dirname + else os.path.join(run.info.experiment_id, run.info.run_id, "artifacts") + ) + else: + artifact_repo = get_artifact_repository(artifact_dir) + path_to_log = dirname + + artifact_repo.log_artifact(file, path_to_log) + + with tempfile.TemporaryDirectory() as tmpdir: + dir_path = os.path.join(tmpdir, dirname) if dirname else tmpdir + file_path = os.path.join(dir_path, basename) + + os.makedirs(dir_path, exist_ok=True) + + with open(file_path, "wb") as f: + f.write(data) + + _log_artifact_to_repo(file_path, run, dirname, artifact_dir) + + response = Response(mimetype="application/json") + return response + + @catch_mlflow_exception @_disable_if_artifacts_only def _search_experiments(): diff --git a/tests/tracking/test_rest_tracking.py b/tests/tracking/test_rest_tracking.py index 9ad7b73b29ee4..6fa2d971b7148 100644 --- a/tests/tracking/test_rest_tracking.py +++ b/tests/tracking/test_rest_tracking.py @@ -1836,3 +1836,73 @@ def assert_response(resp, message_part): response, "GatewayProxy request must specify a gateway_path.", ) + + +def test_upload_artifact_handler_rejects_invalid_requests(mlflow_client): + def assert_response(resp, message_part): + assert resp.status_code == 400 + response_json = resp.json() + assert response_json.get("error_code") == "INVALID_PARAMETER_VALUE" + assert message_part in response_json.get("message", "") + + experiment_id = mlflow_client.create_experiment("upload_artifacts_test") + created_run = mlflow_client.create_run(experiment_id) + + response = requests.post( + f"{mlflow_client.tracking_uri}/ajax-api/2.0/mlflow/upload-artifact", params={} + ) + assert_response(response, "Request must specify run_uuid.") + + response = requests.post( + f"{mlflow_client.tracking_uri}/ajax-api/2.0/mlflow/upload-artifact", + params={ + "run_uuid": created_run.info.run_id, + }, + ) + assert_response(response, "Request must specify path.") + + response = requests.post( + f"{mlflow_client.tracking_uri}/ajax-api/2.0/mlflow/upload-artifact", + params={"run_uuid": created_run.info.run_id, "path": ""}, + ) + assert_response(response, "Request must specify path.") + + response = requests.post( + f"{mlflow_client.tracking_uri}/ajax-api/2.0/mlflow/upload-artifact", + params={"run_uuid": created_run.info.run_id, "path": "../test.txt"}, + ) + assert_response(response, "Invalid path") + + response = requests.post( + f"{mlflow_client.tracking_uri}/ajax-api/2.0/mlflow/upload-artifact", + params={ + "run_uuid": created_run.info.run_id, + "path": "test.txt", + }, + ) + assert_response(response, "Request must specify data.") + + +def test_upload_artifact_handler(mlflow_client): + experiment_id = mlflow_client.create_experiment("upload_artifacts_test") + created_run = mlflow_client.create_run(experiment_id) + + response = requests.post( + f"{mlflow_client.tracking_uri}/ajax-api/2.0/mlflow/upload-artifact", + params={ + "run_uuid": created_run.info.run_id, + "path": "test.txt", + }, + data="hello world", + ) + assert response.status_code == 200 + + response = requests.get( + f"{mlflow_client.tracking_uri}/get-artifact", + params={ + "run_uuid": created_run.info.run_id, + "path": "test.txt", + }, + ) + assert response.status_code == 200 + assert response.text == "hello world" From a2078ae81c0709cbfc4534b0c92d635f937b032d Mon Sep 17 00:00:00 2001 From: Bryan Qiu <55931436+bbqiu@users.noreply.github.com> Date: Wed, 6 Sep 2023 08:21:39 -0700 Subject: [PATCH 05/34] add type annotations to spark dataset (#9488) Signed-off-by: Bryan Qiu --- docs/source/conf.py | 1 + mlflow/data/spark_dataset.py | 9 ++++++--- 2 files changed, 7 insertions(+), 3 deletions(-) diff --git a/docs/source/conf.py b/docs/source/conf.py index 14efc1cfbb260..e531da0da5be6 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -329,6 +329,7 @@ ("py:class", "pandas.core.series.Series"), ("py:class", "pandas.core.frame.DataFrame"), ("py:class", "pandas.DataFrame"), + ("py:class", "pyspark.sql.DataFrame"), ("py:class", "pyspark.sql.dataframe.DataFrame"), ("py:class", "matplotlib.figure.Figure"), ("py:class", "plotly.graph_objects.Figure"), diff --git a/mlflow/data/spark_dataset.py b/mlflow/data/spark_dataset.py index f211a2ff15c21..ccab505978288 100644 --- a/mlflow/data/spark_dataset.py +++ b/mlflow/data/spark_dataset.py @@ -1,7 +1,7 @@ import json import logging from functools import cached_property -from typing import Any, Dict, Optional, Union +from typing import TYPE_CHECKING, Any, Dict, Optional, Union from mlflow.data.dataset import Dataset from mlflow.data.dataset_source import DatasetSource @@ -16,6 +16,9 @@ from mlflow.types.utils import _infer_schema from mlflow.utils.annotations import experimental +if TYPE_CHECKING: + import pyspark + _logger = logging.getLogger(__name__) @@ -28,7 +31,7 @@ class SparkDataset(Dataset, PyFuncConvertibleDatasetMixin): def __init__( self, - df, + df: "pyspark.sql.DataFrame", source: DatasetSource, targets: Optional[str] = None, name: Optional[str] = None, @@ -255,7 +258,7 @@ def load_delta( @experimental def from_spark( - df, + df: "pyspark.sql.DataFrame", path: Optional[str] = None, table_name: Optional[str] = None, version: Optional[str] = None, From 8e3be579339b0eec11704c50a7cceb414366ca86 Mon Sep 17 00:00:00 2001 From: Harutaka Kawamura Date: Thu, 7 Sep 2023 08:05:06 +0900 Subject: [PATCH 06/34] MLflow UI sync (#9503) Signed-off-by: harupy <17039389+harupy@users.noreply.github.com> Signed-off-by: Prithvi Kannan Signed-off-by: harupy Co-authored-by: Richard Zang Co-authored-by: Prithvi Kannan --- mlflow/_promptlab.py | 4 +- mlflow/server/__init__.py | 2 +- mlflow/server/handlers.py | 20 +- mlflow/server/js/.eslintrc.js | 8 + .../js/.storybook/decorators/with-router.js | 2 +- mlflow/server/js/craco.config.js | 9 +- mlflow/server/js/package.json | 77 +- mlflow/server/js/scripts/env-mocks.js | 23 + .../js/scripts/setup-jest-dom-matchers.js | 1 + mlflow/server/js/src/MlflowRouter.tsx | 49 + mlflow/server/js/src/antd-override.css | 2 +- mlflow/server/js/src/app.tsx | 8 +- mlflow/server/js/src/broken.d.ts | 10 +- .../components/CollapsibleSection.test.tsx | 52 +- .../common/components/CollapsibleSection.tsx | 41 +- .../js/src/common/components/EditableNote.css | 5 +- .../common/components/EditableNote.test.tsx | 4 +- .../js/src/common/components/EditableNote.tsx | 7 +- 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.../common/static/onboarding-promptlab.gif | Bin 0 -> 905758 bytes .../static/promo-modal-feature-arrow.svg | 11 + .../server/js/src/common/utils/ActionUtils.ts | 8 +- .../js/src/common/utils/ArtifactUtils.ts | 29 +- .../server/js/src/common/utils/ErrorUtils.tsx | 12 + .../js/src/common/utils/FeatureUtils.ts | 16 + .../server/js/src/common/utils/FetchUtils.ts | 9 +- .../js/src/common/utils/RoutingUtils.tsx | 90 + .../server/js/src/common/utils/TestUtils.tsx | 43 +- mlflow/server/js/src/common/utils/Utils.tsx | 7 +- .../js/src/common/utils/useElementHeight.ts | 32 + .../js/src/common/utils/withErrorBoundary.tsx | 57 + .../js/src/common/utils/withRouterNext.tsx | 28 +- .../src/experiment-tracking/actions.test.ts | 23 + .../js/src/experiment-tracking/actions.ts | 162 +- .../actions/ModelGatewayActions.ts | 61 + .../actions/PromptEngineeringActions.ts | 185 + .../experiment-tracking/components/App.css | 11 - .../experiment-tracking/components/App.tsx | 31 +- 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| 2 +- .../components/MetricsPlotView.tsx | 2 +- .../components/MetricsSummaryTable.test.tsx | 2 +- .../components/MetricsSummaryTable.tsx | 2 +- .../components/PageNotFoundView.tsx | 9 - .../components/RunLinksPopover.test.tsx | 2 +- .../components/RunLinksPopover.tsx | 2 +- .../components/RunPage.test.tsx | 2 +- .../components/RunPage.tsx | 12 +- .../components/RunView.test.tsx | 2 +- .../components/RunView.tsx | 6 +- .../LazyShowArtifactMapView.tsx | 4 +- .../LazyShowArtifactPdfView.tsx | 4 +- .../LazyShowArtifactTableView.tsx | 4 +- .../ShowArtifactHtmlView.tsx | 13 +- .../ShowArtifactImageView.test.tsx | 4 +- .../ShowArtifactImageView.tsx | 12 +- .../ShowArtifactLoggedModelView.tsx | 20 +- .../ShowArtifactMapView.tsx | 5 +- .../ShowArtifactPage.tsx | 9 - .../ShowArtifactPdfView.tsx | 8 +- .../ShowArtifactTableView.tsx | 5 +- .../ShowArtifactTextView.tsx | 5 +- .../CreateNotebookRunModal.tsx | 182 + .../EvaluationArtifactCompare.utils.ts | 28 +- 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mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/TypeaheadCombobox/hooks/useTypeaheadComboboxContext.d.ts.map create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/TypeaheadCombobox/index.d.ts create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/TypeaheadCombobox/index.d.ts.map create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/TypeaheadCombobox/providers/TypeaheadComboboxContext.d.ts create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/TypeaheadCombobox/providers/TypeaheadComboboxContext.d.ts.map create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/Typography/Hint.d.ts create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/Typography/Hint.d.ts.map create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/_shared_/Combobox/ClearSelectionButton.d.ts create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/_shared_/Combobox/ClearSelectionButton.d.ts.map create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/_shared_/Combobox/EmptyResults.d.ts create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/_shared_/Combobox/EmptyResults.d.ts.map create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/_shared_/Combobox/HintRow.d.ts create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/_shared_/Combobox/HintRow.d.ts.map create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/_shared_/Combobox/LoadingSpinner.d.ts create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/_shared_/Combobox/LoadingSpinner.d.ts.map create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/_shared_/Combobox/SectionHeader.d.ts create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/_shared_/Combobox/SectionHeader.d.ts.map create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/_shared_/Combobox/Separator.d.ts create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/_shared_/Combobox/Separator.d.ts.map create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/_shared_/Combobox/index.d.ts create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/_shared_/Combobox/index.d.ts.map create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/_shared_/Combobox/styles.d.ts create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/_shared_/Combobox/styles.d.ts.map create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/_shared_/index.d.ts create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/_shared_/index.d.ts.map create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/utils/useStableUid.d.ts create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/utils/useStableUid.d.ts.map create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/utils/useUniqueId.d.ts create mode 100644 mlflow/server/js/vendor/design-system/dist/design-system/utils/useUniqueId.d.ts.map create mode 100644 mlflow/server/js/vendor/design-system/dist/development/ContextMenu/ContextMenu.d.ts create mode 100644 mlflow/server/js/vendor/design-system/dist/development/ContextMenu/ContextMenu.d.ts.map create mode 100644 mlflow/server/js/vendor/design-system/dist/development/ContextMenu/index.d.ts create mode 100644 mlflow/server/js/vendor/design-system/dist/development/ContextMenu/index.d.ts.map delete mode 100644 mlflow/server/js/vendor/design-system/dist/development/SkeletonV2/GenericSkeleton.d.ts.map delete mode 100644 mlflow/server/js/vendor/design-system/dist/development/SkeletonV2/ParagraphSkeleton.d.ts.map delete mode 100644 mlflow/server/js/vendor/design-system/dist/development/SkeletonV2/TitleSkeleton.d.ts delete mode 100644 mlflow/server/js/vendor/design-system/dist/development/SkeletonV2/TitleSkeleton.d.ts.map delete mode 100644 mlflow/server/js/vendor/design-system/dist/development/SkeletonV2/index.d.ts delete mode 100644 mlflow/server/js/vendor/design-system/dist/development/SkeletonV2/index.d.ts.map delete mode 100644 mlflow/server/js/vendor/design-system/dist/utils-ff3c8ab8.js.map create mode 100644 mlflow/server/js/yarn/patches/@floating-ui-dom-0.5.4.diff create mode 100644 mlflow/server/js/yarn/patches/rc-virtual-list-npm-3.2.0-5efaefc12e.patch diff --git a/mlflow/_promptlab.py b/mlflow/_promptlab.py index 95105237f1545..6473e24d299d9 100644 --- a/mlflow/_promptlab.py +++ b/mlflow/_promptlab.py @@ -132,7 +132,9 @@ def save_model( if conda_env is None: if pip_requirements is None: - inferred_reqs = infer_pip_requirements(path, "mlflow._promptlab", []) + inferred_reqs = infer_pip_requirements( + path, "mlflow._promptlab", [f"mlflow[gateway]=={__version__}"] + ) default_reqs = sorted(inferred_reqs) else: default_reqs = None diff --git a/mlflow/server/__init__.py b/mlflow/server/__init__.py index 7e3b7b9616eb6..ed3d92a156e82 100644 --- a/mlflow/server/__init__.py +++ b/mlflow/server/__init__.py @@ -86,7 +86,7 @@ def serve_get_metric_history_bulk(): # Serve the "experiments/search-datasets" route. -@app.route(_add_static_prefix("/ajax-api/2.0/mlflow/experiments/search-datasets")) +@app.route(_add_static_prefix("/ajax-api/2.0/mlflow/experiments/search-datasets"), methods=["POST"]) def serve_search_datasets(): return search_datasets_handler() diff --git a/mlflow/server/handlers.py b/mlflow/server/handlers.py index 2826446a1ad28..349fdb51e76d4 100644 --- a/mlflow/server/handlers.py +++ b/mlflow/server/handlers.py @@ -25,7 +25,6 @@ from mlflow.models import Model from mlflow.protos import databricks_pb2 from mlflow.protos.databricks_pb2 import ( - INTERNAL_ERROR, INVALID_PARAMETER_VALUE, RESOURCE_DOES_NOT_EXIST, ) @@ -1102,7 +1101,7 @@ def _default_history_bulk_impl(): @_disable_if_artifacts_only def search_datasets_handler(): MAX_EXPERIMENT_IDS_PER_REQUEST = 20 - experiment_ids = request.args.to_dict(flat=False).get("experiment_id", []) + experiment_ids = request.json.get("experiment_ids", []) if not experiment_ids: raise MlflowException( message="SearchDatasets request must specify at least one experiment_id.", @@ -1131,15 +1130,15 @@ def search_datasets_handler(): @catch_mlflow_exception def gateway_proxy_handler(): - args = request.json - gateway_uri = MLFLOW_GATEWAY_URI.get() - _logger.info("gateway_uri: %s", gateway_uri) if not gateway_uri: - raise MlflowException( - message="MLFLOW_GATEWAY_URI environment variable must be set.", - error_code=INTERNAL_ERROR, - ) + # Pretend an empty gateway service is running + return {"routes": []} + + if request.method == "GET": + args = request.args + else: + args = request.json gateway_path = args.get("gateway_path") if not gateway_path: @@ -1199,8 +1198,7 @@ def assert_arg_exists(arg_name, arg): ] mlflow_version = args.get("mlflow_version") assert_arg_exists("mlflow_version", mlflow_version) - user_id = args.get("user_id") - assert_arg_exists("user_id", user_id) + user_id = args.get("user_id", "unknown") # use current time if not provided start_time = args.get("start_time", int(time.time() * 1000)) diff --git a/mlflow/server/js/.eslintrc.js b/mlflow/server/js/.eslintrc.js index 66f5b67ec57b8..44bdb595c7c37 100644 --- a/mlflow/server/js/.eslintrc.js +++ b/mlflow/server/js/.eslintrc.js @@ -237,6 +237,14 @@ module.exports = { "Importing emotion is obsolete - please use css={...} prop in JSX elements now. For class names, you can import { ClassNames } from '@emotion/react' package.", }, ], + patterns: [ + { + group: ['react-router*'], + message: + // eslint-disable-next-line max-len + 'Please do not import from react-router libraries directly and use `src/common/utils/RoutingUtils` module instead.', + }, + ], }, ], 'no-restricted-modules': 2, diff --git a/mlflow/server/js/.storybook/decorators/with-router.js b/mlflow/server/js/.storybook/decorators/with-router.js index 07c234e2007b2..b3226b3375938 100644 --- a/mlflow/server/js/.storybook/decorators/with-router.js +++ b/mlflow/server/js/.storybook/decorators/with-router.js @@ -1,4 +1,4 @@ -import { StaticRouter } from 'react-router'; +import { StaticRouter } from 'react-router-dom-v5-compat'; /** * Adds router capabilities to stories by wrapping the story diff --git a/mlflow/server/js/craco.config.js b/mlflow/server/js/craco.config.js index 259032d284885..93de36527545a 100644 --- a/mlflow/server/js/craco.config.js +++ b/mlflow/server/js/craco.config.js @@ -241,7 +241,7 @@ module.exports = function () { */ const createIgnorePatternForESM = () => { // List all the modules that we *want* to be transpiled by babel - const transpiledModules = [ + const transpileModules = [ '@databricks/design-system', '@babel/runtime/.+?/esm', '@ant-design/icons', @@ -254,7 +254,7 @@ module.exports = function () { // prettier-ignore // eslint-disable-next-line max-len - return `(${validNodeModulesRoots.join('|')})\\/node_modules\\/((?!(${transpiledModules.join('|')})).)+(js|jsx|mjs|cjs|ts|tsx|json)$`; + return `(${validNodeModulesRoots.join('|')})\\/node_modules\\/((?!(${transpileModules.join('|')})).)+(js|jsx|mjs|cjs|ts|tsx|json)$`; }; jestConfig.resetMocks = false; // ML-20462 Restore resetMocks @@ -268,6 +268,8 @@ module.exports = function () { 'jest-canvas-mock', '/scripts/throw-on-prop-type-warning.js', ]; + jestConfig.setupFilesAfterEnv.push('/scripts/env-mocks.js'); + jestConfig.setupFilesAfterEnv.push('/scripts/setup-jest-dom-matchers.js'); // Adjust config to work with dependencies using ".mjs" file extensions jestConfig.moduleFileExtensions.push('mjs'); // Remove when this issue is resolved: https://github.com/gsoft-inc/craco/issues/393 @@ -302,9 +304,6 @@ module.exports = function () { return webpackConfig; }, plugins: [ - new webpack.DefinePlugin({ - 'process.env.HOSTED_PATH': JSON.stringify(''), - }), new webpack.EnvironmentPlugin({ HIDE_HEADER: process.env.HIDE_HEADER ? 'true' : 'false', HIDE_EXPERIMENT_LIST: process.env.HIDE_EXPERIMENT_LIST ? 'true' : 'false', diff --git a/mlflow/server/js/package.json b/mlflow/server/js/package.json index e9ff5bbdc4e5d..44445e099046a 100644 --- a/mlflow/server/js/package.json +++ b/mlflow/server/js/package.json @@ -1,6 +1,37 @@ { "name": "@mlflow/mlflow", "version": "0.1.0", + "scripts": { + "start": "craco start", + "start:dev-proxy-fs": "APP_NAME=feature-store yarn start", + "start:dev-proxy": "APP_NAME=mlflow MLFLOW_MFE_DEV=true yarn start", + "build": "craco --max_old_space_size=8192 build", + "build:analyze": "yarn build:webpack --analyze", + "build:webpack": "NODE_OPTIONS='--max_old_space_size=8192' databricks-webpack build", + "build:fs": "NODE_OPTIONS='--max_old_space_size=8192' scripts/build.sh fs", + "build:mfe": "APP_NAME=mlflow MLFLOW_MFE_DEV=true yarn build", + "build:fs:mfe": "APP_NAME=feature-store yarn build", + "build:ml": "NODE_OPTIONS='--max_old_space_size=8192' scripts/build.sh mlflow", + "test": "craco --max_old_space_size=8192 test --env=jsdom --colors --watchAll=false", + "test:ci": "CI=true craco test --env=jsdom --colors --forceExit --ci --coverage", + "test:watch": "yarn test --watch", + "type-check": "tsc --noEmit", + "gocx-codegen": "../../../js/scripts/bin/gocx-codegen ../..", + "gocx-codegen:check": "../../../js/scripts/bin/gocx-codegen --check", + "i18n": "node scripts/extract-i18n.js", + "i18n:check": "yarn i18n --lint", + "extract-i18n:base": "echo '\n*******************\n`yarn extract-i18n:base` command is now deprecated. Please use `yarn i18n` instead.'; exit 1", + "extract-i18n:check": "echo '\n*******************\n`yarn extract-i18n:check` command is now deprecated. Please use `yarn i18n:check` instead.'; exit 1", + "extract-i18n": "echo '\n*******************\n`yarn extract-i18n` command is now deprecated. Please use `yarn i18n` instead.'; exit 1", + "check-all": "yarn gocx-codegen:check && yarn type-check && yarn lint && yarn i18n:check", + "fix-all": "yarn gocx-codegen && yarn i18n && yarn lint:fix && yarn type-check", + "lint": "eslint --ext js,jsx,ts,tsx src", + "lint:fix": "eslint --ext js,jsx,ts,tsx src --fix", + "storybook": "start-storybook -p 6006 -s public", + "build-storybook": "build-storybook -s public", + "prep-deps": ": # magic task to allow yarn ensure-deps plugin prepare dependencies of this package", + "//": "IMPORTANT: For compatibility with Windows in MLflow OSS, do NOT inline environment variables in scripts other than `start-web`, `start:mfe` and `test:ci`. Environment variables can instead be set in `mlflow/server/js/scripts/global-setup.js`." + }, "dependencies": { "@ag-grid-community/client-side-row-model": "^27.2.1", "@ag-grid-community/core": "^27.2.1", @@ -10,7 +41,7 @@ "@databricks/design-system": "file:./vendor/design-system", "@emotion/cache": "^11.4.0", "@emotion/react": "^11.4.0", - "@tanstack/react-table": "^8.7.3", + "@tanstack/react-table": "^8.8.2", "@types/react-virtualized": "^9.21.9", "antd": "4.16.8", "babel-jest": "^27.5.1", @@ -63,6 +94,8 @@ "qs": "6.10.5", "react": "^17.0.2", "react-dom": "^17.0.2", + "react-error-boundary": "^4.0.2", + "react-hook-form": "^7.35.0", "react-iframe": "1.8.0", "react-intl": "^6.0.4", "react-mde": "^11.0.0", @@ -86,7 +119,7 @@ "stylis": "^4.0.10", "url": "^0.11.0", "vega": "^5.22.1", - "vega-lite": "^5.3.0-next.4" + "vega-lite": "^5.14.1" }, "devDependencies": { "@babel/core": "^7.22.1", @@ -107,6 +140,10 @@ "@storybook/node-logger": "^6.5.5", "@storybook/preset-create-react-app": "^4.1.0", "@storybook/react": "^6.5.5", + "@testing-library/jest-dom": "^5.14.1", + "@testing-library/react": "^12.0.0", + "@testing-library/react-hooks": "^7.0.2", + "@testing-library/user-event": "~13.0.0", "@types/d3-scale": "^2.1.0", "@types/d3-selection": "^1.3.0", "@types/file-saver": "1.3", @@ -130,6 +167,7 @@ "jest-canvas-mock": "^2.2.0", "jest-localstorage-mock": "^2.3.0", "jest-watch-typeahead": "^1.0.0", + "msw": "^0.27.1", "prettier": "^2.8.0", "react-scripts": "5.0.0", "redux-mock-store": "^1.5.3", @@ -139,43 +177,18 @@ "typescript": "^5.0.2", "webpack": "^5.69.0" }, - "scripts": { - "start": "craco start", - "start:dev-proxy-fs": "APP_NAME=feature-store yarn start", - "start:dev-proxy": "APP_NAME=mlflow MLFLOW_MFE_DEV=true yarn start", - "build": "craco --max_old_space_size=8192 build", - "build:fs": "NODE_OPTIONS='--max_old_space_size=8192' scripts/build.sh fs", - "build:mfe": "APP_NAME=mlflow MLFLOW_MFE_DEV=true yarn build", - "build:fs:mfe": "APP_NAME=feature-store yarn build", - "build:ml": "NODE_OPTIONS='--max_old_space_size=8192' scripts/build.sh mlflow", - "test": "craco --max_old_space_size=8192 test --env=jsdom --colors --watchAll=false", - "test:ci": "CI=true craco test --env=jsdom --colors --forceExit --ci --coverage", - "test:watch": "yarn test --watch", - "type-check": "tsc --noEmit", - "gocx-codegen": "../../../js/scripts/bin/gocx-codegen ../..", - "gocx-codegen:check": "../../../js/scripts/bin/gocx-codegen --check", - "i18n": "node scripts/extract-i18n.js", - "i18n:check": "yarn i18n --lint", - "extract-i18n:base": "echo '\n*******************\n`yarn extract-i18n:base` command is now deprecated. Please use `yarn i18n` instead.'; exit 1", - "extract-i18n:check": "echo '\n*******************\n`yarn extract-i18n:check` command is now deprecated. Please use `yarn i18n:check` instead.'; exit 1", - "extract-i18n": "echo '\n*******************\n`yarn extract-i18n` command is now deprecated. Please use `yarn i18n` instead.'; exit 1", - "check-all": "yarn gocx-codegen:check && yarn type-check && yarn lint && yarn i18n:check", - "fix-all": "yarn gocx-codegen && yarn lint:fix && yarn i18n", - "lint": "eslint --ext js,jsx,ts,tsx src", - "lint:fix": "eslint --ext js,jsx,ts,tsx src --fix", - "storybook": "start-storybook -p 6006 -s public", - "build-storybook": "build-storybook -s public", - "prep-deps": ": # magic task to allow yarn ensure-deps plugin prepare dependencies of this package", - "//": "IMPORTANT: For compatibility with Windows in MLflow OSS, do NOT inline environment variables in scripts other than `start-web`, `start:mfe` and `test:ci`. Environment variables can instead be set in `mlflow/server/js/scripts/global-setup.js`." - }, "private": true, "engines": { "node": "^16.18.0" }, "resolutions": { + "@floating-ui/dom@^0.5.3": "patch:@floating-ui/dom@npm%3A0.5.4#yarn/patches/@floating-ui-dom-0.5.4.diff", "@types/react-plotly.js/@types/plotly.js": "^1.54.6", "react-dev-utils/fork-ts-checker-webpack-plugin": "6.5.3", - "postcss-preset-env/autoprefixer": "10.4.5" + "postcss-preset-env/autoprefixer": "10.4.5", + "rc-virtual-list@^3.2.0": "patch:rc-virtual-list@npm%3A3.2.0#yarn/patches/rc-virtual-list-npm-3.2.0-5efaefc12e.patch", + "rc-virtual-list@^3.0.3": "patch:rc-virtual-list@npm%3A3.2.0#yarn/patches/rc-virtual-list-npm-3.2.0-5efaefc12e.patch", + "rc-virtual-list@^3.0.1": "patch:rc-virtual-list@npm%3A3.2.0#yarn/patches/rc-virtual-list-npm-3.2.0-5efaefc12e.patch" }, "//": "homepage is hard to configure without resorting to env variables and doesn't play nicely with other webpack settings. This field should be removed.", "homepage": "static-files", diff --git a/mlflow/server/js/scripts/env-mocks.js b/mlflow/server/js/scripts/env-mocks.js new file mode 100644 index 0000000000000..070505caf6ca3 --- /dev/null +++ b/mlflow/server/js/scripts/env-mocks.js @@ -0,0 +1,23 @@ +// Globally used polyfills +global.ResizeObserver = class ResizeObserver { + constructor(cb) { + this.cb = cb; + } + observe() {} + unobserve() {} + disconnect() {} +}; + +global.DOMRect = { + fromRect: () => ({ + top: 0, + left: 0, + bottom: 0, + right: 0, + width: 0, + height: 0, + x: 0, + y: 0, + toJSON: () => {}, + }), +}; diff --git a/mlflow/server/js/scripts/setup-jest-dom-matchers.js b/mlflow/server/js/scripts/setup-jest-dom-matchers.js new file mode 100644 index 0000000000000..093264800d8c6 --- /dev/null +++ b/mlflow/server/js/scripts/setup-jest-dom-matchers.js @@ -0,0 +1 @@ +require('@testing-library/jest-dom'); diff --git a/mlflow/server/js/src/MlflowRouter.tsx b/mlflow/server/js/src/MlflowRouter.tsx new file mode 100644 index 0000000000000..33ed1d135216f --- /dev/null +++ b/mlflow/server/js/src/MlflowRouter.tsx @@ -0,0 +1,49 @@ +import React, { useMemo } from 'react'; +import { LegacySkeleton } from '@databricks/design-system'; + +import ErrorModal from './experiment-tracking/components/modals/ErrorModal'; +import AppErrorBoundary from './common/components/error-boundaries/AppErrorBoundary'; +import { HashRouter, Route, Routes, createLazyRouteElement } from './common/utils/RoutingUtils'; +import { MlflowHeader } from './common/components/MlflowHeader'; + +// Route definition imports: +import { getRouteDefs as getExperimentTrackingRouteDefs } from './experiment-tracking/routes'; +import { getRouteDefs as getModelRegistryRouteDefs } from './model-registry/routes'; +import { getRouteDefs as getCommonRouteDefs } from './common/routes'; + +/** + * This is the MLflow default entry/landing route. + */ +const landingRoute = { + path: '/', + element: createLazyRouteElement(() => import('./experiment-tracking/components/HomePage')), + pageId: 'mlflow.experiments.list', +}; + +export const MlflowRouter = () => { + // eslint-disable-next-line react-hooks/rules-of-hooks + const routes = useMemo( + () => [ + ...getExperimentTrackingRouteDefs(), + ...getModelRegistryRouteDefs(), + landingRoute, + ...getCommonRouteDefs(), + ], + [], + ); + return ( + <> + + + + }> + + {routes.map(({ element, pageId, path }) => ( + + ))} + + + + + ); +}; diff --git a/mlflow/server/js/src/antd-override.css b/mlflow/server/js/src/antd-override.css index f771e811b5f5d..95ad1677cfa37 100644 --- a/mlflow/server/js/src/antd-override.css +++ b/mlflow/server/js/src/antd-override.css @@ -40,7 +40,7 @@ } .ant-collapse-borderless { - background-color: white; + background-color: transparent; } .ant-collapse-header { diff --git a/mlflow/server/js/src/app.tsx b/mlflow/server/js/src/app.tsx index 404af61056e1e..0a19e117a467d 100644 --- a/mlflow/server/js/src/app.tsx +++ b/mlflow/server/js/src/app.tsx @@ -9,7 +9,9 @@ import store from './store'; import { useI18nInit } from './i18n/I18nUtils'; import { DesignSystemContainer } from './common/components/DesignSystemContainer'; import { ConfigProvider } from 'antd'; -import { Skeleton } from '@databricks/design-system'; +import { LegacySkeleton } from '@databricks/design-system'; +import { shouldUsePathRouting } from './common/utils/FeatureUtils'; +import { MlflowRouter } from './MlflowRouter'; export function MLFlowRoot() { const i18n = useI18nInit(); @@ -17,7 +19,7 @@ export function MLFlowRoot() { if (!i18n) { return ( - + ); } @@ -29,7 +31,7 @@ export function MLFlowRoot() { - + {shouldUsePathRouting() ? : } diff --git a/mlflow/server/js/src/broken.d.ts b/mlflow/server/js/src/broken.d.ts index 85f1a53acae37..1d9ce87c2e871 100644 --- a/mlflow/server/js/src/broken.d.ts +++ b/mlflow/server/js/src/broken.d.ts @@ -1,14 +1,6 @@ /** - * A temp workaround for TS error when exporting withRouter: - * - * export const Foo = withRouter( - * - * The inferred type of 'Foo' cannot be named without a reference to 'react-router-dom/node_modules/@types/react-router'. - * This is likely not portable. A type annotation is necessary.ts(2742) - * - * Will fix after TS migration. + * Listing of modules without type definitions */ -declare type TODOBrokenReactRouterType = any; declare module 'cookie'; declare module 'json-bigint'; diff --git a/mlflow/server/js/src/common/components/CollapsibleSection.test.tsx b/mlflow/server/js/src/common/components/CollapsibleSection.test.tsx index dfec927fa72fa..b1a2ccbea1ef3 100644 --- a/mlflow/server/js/src/common/components/CollapsibleSection.test.tsx +++ b/mlflow/server/js/src/common/components/CollapsibleSection.test.tsx @@ -1,18 +1,16 @@ -/** - * NOTE: this code file was automatically migrated to TypeScript using ts-migrate and - * may contain multiple `any` type annotations and `@ts-expect-error` directives. - * If possible, please improve types while making changes to this file. If the type - * annotations are already looking good, please remove this comment. - */ - import React from 'react'; -import { shallow, mount } from 'enzyme'; +import userEvent from '@testing-library/user-event'; + import { CollapsibleSection } from './CollapsibleSection'; -import { Collapse } from 'antd'; +import { renderWithIntl } from '../utils/TestUtils'; describe('CollapsibleSection', () => { let wrapper; - let minimalProps: any; + let minimalProps: { + title: string | any; + children: React.ReactNode; + forceOpen?: boolean; + }; beforeEach(() => { minimalProps = { @@ -21,28 +19,24 @@ describe('CollapsibleSection', () => { }; }); - test('should render with minimal props without exploding', () => { - wrapper = shallow(); - expect(wrapper.find(Collapse)).toHaveLength(1); - expect(wrapper.find(Collapse.Panel)).toHaveLength(1); + test('should render in initial collapsed state', () => { + wrapper = renderWithIntl(); + expect(wrapper.getByRole('button')).toHaveTextContent('testTitle'); + expect(wrapper.getByRole('button')).toHaveAttribute('aria-expanded', 'false'); + expect(wrapper.container).not.toHaveTextContent('testChild'); }); - test('collapse activeKeyProp is passed in when forceOpen is true', () => { - minimalProps = { - title: 'testTitle', - children: 'testChild', - forceOpen: true, - }; - wrapper = shallow(); - expect(wrapper.prop('activeKey')).toEqual(['1']); + test('should render in initial expanded state', () => { + wrapper = renderWithIntl(); + expect(wrapper.container).toHaveTextContent('testChild'); }); - test('should render mounted, and child should exist when clicked', () => { - wrapper = mount(); - expect(wrapper.text()).toMatch('testTitle'); - const header = wrapper.find('.collapsible-panel').first(); - expect(header.text()).toMatch('testChild'); - header.simulate('click'); - expect(header.text()).toMatch('testChild'); + test('should expand when clicked', () => { + wrapper = renderWithIntl(); + expect(wrapper.container).not.toHaveTextContent('testChild'); + expect(wrapper.getByRole('button')).toHaveAttribute('aria-expanded', 'false'); + userEvent.click(wrapper.getByRole('button')); + expect(wrapper.container).toHaveTextContent('testChild'); + expect(wrapper.getByRole('button')).toHaveAttribute('aria-expanded', 'true'); }); }); diff --git a/mlflow/server/js/src/common/components/CollapsibleSection.tsx b/mlflow/server/js/src/common/components/CollapsibleSection.tsx index e2899e1c186c4..b827d3bb43de6 100644 --- a/mlflow/server/js/src/common/components/CollapsibleSection.tsx +++ b/mlflow/server/js/src/common/components/CollapsibleSection.tsx @@ -7,8 +7,9 @@ import React from 'react'; import { Collapse } from 'antd'; +import { useIntl } from 'react-intl'; import { SectionErrorBoundary } from './error-boundaries/SectionErrorBoundary'; -import { ChevronRightIcon } from '@databricks/design-system'; +import { ChevronRightIcon, importantify, useDesignSystemTheme } from '@databricks/design-system'; type OwnProps = { title: string | any; @@ -28,6 +29,9 @@ export function CollapsibleSection(props: Props) { // affects rendering, i.e. passing `activeKey={undefined}` is different from not passing activeKey const activeKeyProp = forceOpen && { activeKey: ['1'] }; const defaultActiveKey = defaultCollapsed ? null : ['1']; + const { formatMessage } = useIntl(); + const { theme } = useDesignSystemTheme(); + return ( ( // Font-size !important because antd's css clobbers any sort of svg size here. - + collapsible section > alternative label when expand', + }, + { title }, + ) + : formatMessage( + { + defaultMessage: 'expand {title}', + description: + 'Common component > collapsible section > alternative label when collapsed', + }, + { title }, + ) + } + css={{ fontSize: '20px!important' }} + rotate={isActive ? 90 : 0} + /> )} onChange={onChange} > - + {props.children} diff --git a/mlflow/server/js/src/common/components/EditableNote.css b/mlflow/server/js/src/common/components/EditableNote.css index c990a93807ba5..b6c529d45961c 100644 --- a/mlflow/server/js/src/common/components/EditableNote.css +++ b/mlflow/server/js/src/common/components/EditableNote.css @@ -1,7 +1,3 @@ -.mde-text { - border: 2px solid #0092E1; -} - .editable-note-actions { margin-top: 16px; } @@ -9,3 +5,4 @@ .editable-note-actions button + button { margin-left: 16px; } + diff --git a/mlflow/server/js/src/common/components/EditableNote.test.tsx b/mlflow/server/js/src/common/components/EditableNote.test.tsx index 87f2f4f046353..cb7a4bffb8709 100644 --- a/mlflow/server/js/src/common/components/EditableNote.test.tsx +++ b/mlflow/server/js/src/common/components/EditableNote.test.tsx @@ -8,7 +8,7 @@ import React from 'react'; import { EditableNote, EditableNoteImpl } from './EditableNote'; import { mountWithIntl } from '../utils/TestUtils'; -import { BrowserRouter } from 'react-router-dom'; +import { BrowserRouter } from '../../common/utils/RoutingUtils'; describe('EditableNote', () => { let wrapper: any; @@ -49,7 +49,7 @@ describe('EditableNote', () => { }); test('test handleSubmitClick with successful onSubmit', (done) => { - wrapper.setState({ error: 'should not appear' }); + wrapper.find(EditableNoteImpl).setState({ error: 'should not appear' }); const instance = wrapper.find(EditableNoteImpl).instance(); const promise = instance.handleSubmitClick(); promise.finally(() => { diff --git a/mlflow/server/js/src/common/components/EditableNote.tsx b/mlflow/server/js/src/common/components/EditableNote.tsx index 3b22b1f7616fb..3bab7b9ba2076 100644 --- a/mlflow/server/js/src/common/components/EditableNote.tsx +++ b/mlflow/server/js/src/common/components/EditableNote.tsx @@ -6,8 +6,8 @@ */ import React, { Component } from 'react'; -import { Alert, Button, Tooltip } from '@databricks/design-system'; -import { Prompt } from 'react-router'; +import { Alert, Button, Tooltip, useDesignSystemTheme } from '@databricks/design-system'; +import { Prompt } from './Prompt'; import ReactMde, { SvgIcon } from 'react-mde'; import { forceAnchorTagNewTab, getConverter, sanitizeConvertedHtml } from '../utils/MarkdownUtils'; import './EditableNote.css'; @@ -213,11 +213,12 @@ type TooltipIconProps = { }; function TooltipIcon(props: TooltipIconProps) { + const { theme } = useDesignSystemTheme(); const { name } = props; return ( // @ts-expect-error TS(2322): Type '{ children: Element; position: string; title... Remove this comment to see the full error message - + {/* @ts-expect-error TS(2322): Type 'string | undefined' is not assignable to typ... Remove this comment to see the full error message */} diff --git a/mlflow/server/js/src/common/components/EditableTagsTableView.test.tsx b/mlflow/server/js/src/common/components/EditableTagsTableView.test.tsx index b3a6f146576fa..923784722266a 100644 --- a/mlflow/server/js/src/common/components/EditableTagsTableView.test.tsx +++ b/mlflow/server/js/src/common/components/EditableTagsTableView.test.tsx @@ -8,7 +8,7 @@ import React from 'react'; import { EditableTagsTableView, EditableTagsTableViewImpl } from './EditableTagsTableView'; import { mountWithIntl } from '../utils/TestUtils'; -import { BrowserRouter } from 'react-router-dom'; +import { BrowserRouter } from '../../common/utils/RoutingUtils'; import { DesignSystemProvider } from '@databricks/design-system'; describe('unit tests', () => { diff --git a/mlflow/server/js/src/common/components/ErrorView.test.tsx b/mlflow/server/js/src/common/components/ErrorView.test.tsx index 69f50e18311ab..a40492423d6c8 100644 --- a/mlflow/server/js/src/common/components/ErrorView.test.tsx +++ b/mlflow/server/js/src/common/components/ErrorView.test.tsx @@ -1,7 +1,7 @@ import React from 'react'; import { ErrorView } from './ErrorView'; import { mountWithIntl } from '../utils/TestUtils'; -import { MemoryRouter } from 'react-router-dom-v5-compat'; +import { MemoryRouter } from '../../common/utils/RoutingUtils'; describe('ErrorView', () => { test('should render 400', () => { diff --git a/mlflow/server/js/src/common/components/ErrorView.tsx b/mlflow/server/js/src/common/components/ErrorView.tsx index 7c7ac92f17caf..9c9eb974a19a6 100644 --- a/mlflow/server/js/src/common/components/ErrorView.tsx +++ b/mlflow/server/js/src/common/components/ErrorView.tsx @@ -9,7 +9,7 @@ import React, { Component } from 'react'; import errorDefaultImg from '../static/default-error.svg'; import error404Img from '../static/404-overflow.svg'; import Routes from '../../experiment-tracking/routes'; -import { Link } from 'react-router-dom-v5-compat'; +import { Link } from '../../common/utils/RoutingUtils'; import { FormattedMessage } from 'react-intl'; import { WithDesignSystemThemeHoc } from '@databricks/design-system'; diff --git a/mlflow/server/js/src/common/components/MlflowHeader.tsx b/mlflow/server/js/src/common/components/MlflowHeader.tsx new file mode 100644 index 0000000000000..65a82a05815d9 --- /dev/null +++ b/mlflow/server/js/src/common/components/MlflowHeader.tsx @@ -0,0 +1,92 @@ +import ExperimentTrackingRoutes from '../../experiment-tracking/routes'; +import { Link, Location, matchPath, useLocation } from '../utils/RoutingUtils'; +// @ts-expect-error TS(2307): Cannot find module '../../common/static/home-logo.... Remove this comment to see the full error message +import logo from '../../common/static/home-logo.png'; +import { modelListPageRoute } from '../../model-registry/routes'; +import { HomePageDocsUrl, Version } from '../constants'; + +const colors = { + headerBg: '#0b3574', + headerText: '#e7f1fb', + headerActiveLink: '#43C9ED', +}; + +const classNames = { + activeNavLink: { borderBottom: `4px solid ${colors.headerActiveLink}` }, +}; + +const isExperimentsActive = (location: Location) => matchPath('/experiments/*', location.pathname); +const isModelsActive = (location: Location) => matchPath('/models/*', location.pathname); + +export const MlflowHeader = () => { + const location = useLocation(); + return ( +
+
+ + MLflow + + + {Version} + +
+
+ + Experiments + + + Models + +
+
+
+ GitHub + Docs +
+
+ ); +}; diff --git a/mlflow/server/js/src/experiment-tracking/components/PageNotFoundView.test.tsx b/mlflow/server/js/src/common/components/PageNotFoundView.test.tsx similarity index 100% rename from mlflow/server/js/src/experiment-tracking/components/PageNotFoundView.test.tsx rename to mlflow/server/js/src/common/components/PageNotFoundView.test.tsx diff --git a/mlflow/server/js/src/common/components/PageNotFoundView.tsx b/mlflow/server/js/src/common/components/PageNotFoundView.tsx new file mode 100644 index 0000000000000..cfcabe2cd2cbb --- /dev/null +++ b/mlflow/server/js/src/common/components/PageNotFoundView.tsx @@ -0,0 +1,7 @@ +import { ErrorView } from '../../common/components/ErrorView'; + +export const PageNotFoundView = () => { + return ; +}; + +export default PageNotFoundView; diff --git a/mlflow/server/js/src/common/components/PreviewSidebar.tsx b/mlflow/server/js/src/common/components/PreviewSidebar.tsx index 7b83e4d615127..36e08835dfb78 100644 --- a/mlflow/server/js/src/common/components/PreviewSidebar.tsx +++ b/mlflow/server/js/src/common/components/PreviewSidebar.tsx @@ -1,5 +1,11 @@ import React from 'react'; -import { CopyIcon, Typography, useDesignSystemTheme } from '@databricks/design-system'; +import { + Button, + CloseIcon, + CopyIcon, + Typography, + useDesignSystemTheme, +} from '@databricks/design-system'; import { CopyButton } from '../../shared/building_blocks/CopyButton'; const PREVIEW_SIDEBAR_WIDTH = 300; @@ -13,11 +19,13 @@ export const PreviewSidebar = ({ copyText, headerText, empty, + onClose, }: { content?: React.ReactNode; copyText?: string; headerText?: string; empty?: React.ReactNode; + onClose?: () => void; }) => { const { theme } = useDesignSystemTheme(); return ( @@ -30,22 +38,30 @@ export const PreviewSidebar = ({ overflow: 'auto', height: '100%', }} + data-testid='preview-sidebar-content' > {content ? ( <>
{headerText && {headerText}} {copyText && } />} + {onClose &&
+
+ {content}
- - {content} ) : (
{empty}
diff --git a/mlflow/server/js/src/common/components/Prompt.tsx b/mlflow/server/js/src/common/components/Prompt.tsx new file mode 100644 index 0000000000000..71441a0530fe0 --- /dev/null +++ b/mlflow/server/js/src/common/components/Prompt.tsx @@ -0,0 +1,39 @@ +/** + * shouldUsePathRouting() evaluation is stable so we omit + * `react-hooks/rules-of-hooks` rule for hooks in this file + */ +/* eslint-disable react-hooks/rules-of-hooks */ +import React from 'react'; +import { UNSAFE_NavigationContext } from '../../common/utils/RoutingUtils'; +import { shouldUsePathRouting } from '../utils/FeatureUtils'; + +const useNavigationBlock = () => { + return (React.useContext(UNSAFE_NavigationContext) as any).navigator.block; +}; + +export interface PromptProps { + when: boolean; + message: string; +} + +/** + * Component confirms navigating away by displaying prompt if given condition is met. + * Uses react-router v6 API. + */ +export const Prompt = ({ when, message }: PromptProps) => { + const block = useNavigationBlock(); + + React.useEffect(() => { + if (!when) return; + + const unblock = block(() => { + // eslint-disable-next-line no-alert + return window.confirm(message); + }); + + // eslint-disable-next-line consistent-return + return unblock; + }, [message, block, when]); + + return null; +}; diff --git a/mlflow/server/js/src/common/components/ScrollablePageWrapper.tsx b/mlflow/server/js/src/common/components/ScrollablePageWrapper.tsx new file mode 100644 index 0000000000000..e643a0394020b --- /dev/null +++ b/mlflow/server/js/src/common/components/ScrollablePageWrapper.tsx @@ -0,0 +1,15 @@ +import { PageWrapper } from '@databricks/design-system'; + +/** + * Wraps the page content in the scrollable container so e.g. constrained tables behave correctly. + */ +export const ScrollablePageWrapper = ({ children }: { children: React.ReactNode }) => { + return ( + + {children} + + ); +}; diff --git a/mlflow/server/js/src/common/components/ToggleIconButton.tsx b/mlflow/server/js/src/common/components/ToggleIconButton.tsx index f08934dbe265f..ec17705bfb1b0 100644 --- a/mlflow/server/js/src/common/components/ToggleIconButton.tsx +++ b/mlflow/server/js/src/common/components/ToggleIconButton.tsx @@ -1,3 +1,5 @@ +import React from 'react'; + import type { ButtonProps } from '@databricks/design-system'; import { useDesignSystemTheme } from '@databricks/design-system'; @@ -13,32 +15,41 @@ export interface ToggleIconButtonProps extends ButtonProps { * * TODO: replace this component with the one from DuBois design system when available. */ -export const ToggleIconButton = (props: ToggleIconButtonProps) => { - const { pressed, onClick, icon } = props; - const { theme } = useDesignSystemTheme(); - return ( - - ); -}; +const ToggleIconButton = React.forwardRef( + (props: ToggleIconButtonProps, ref) => { + const { pressed, onClick, icon, onBlur, onFocus, onMouseEnter, onMouseLeave } = props; + const { theme } = useDesignSystemTheme(); + return ( + + ); + }, +); + +export { ToggleIconButton }; diff --git a/mlflow/server/js/src/common/components/error-boundaries/AppErrorBoundary.tsx b/mlflow/server/js/src/common/components/error-boundaries/AppErrorBoundary.tsx index 5f72e60fca790..9c402459869dd 100644 --- a/mlflow/server/js/src/common/components/error-boundaries/AppErrorBoundary.tsx +++ b/mlflow/server/js/src/common/components/error-boundaries/AppErrorBoundary.tsx @@ -19,7 +19,7 @@ type Props = { type State = any; -class AppErrorBoundary extends Component { +class AppErrorBoundary extends Component, State> { constructor(props: Props) { super(props); this.state = { hasError: false }; diff --git a/mlflow/server/js/src/common/constants.tsx b/mlflow/server/js/src/common/constants.tsx index 9858b75d9ef45..2023277db306e 100644 --- a/mlflow/server/js/src/common/constants.tsx +++ b/mlflow/server/js/src/common/constants.tsx @@ -49,3 +49,6 @@ export const ModelSignatureUrl = `${DOCS_ROOT}/models.html#model-signature`; export const LogModelWithSignatureUrl = DOCS_ROOT + '/models.html#how-to-log-models-with-signatures'; + +export const mlflowAliasesLearnMoreLink = + 'https://mlflow.org/docs/latest/model-registry.html#using-registered-model-aliases'; diff --git a/mlflow/server/js/src/common/hooks/useBrowserKeyShortcutListener.test.tsx b/mlflow/server/js/src/common/hooks/useBrowserKeyShortcutListener.test.tsx new file mode 100644 index 0000000000000..48b15f90386a6 --- /dev/null +++ b/mlflow/server/js/src/common/hooks/useBrowserKeyShortcutListener.test.tsx @@ -0,0 +1,72 @@ +import { renderHook } from '@testing-library/react-hooks'; +import { useBrowserKeyShortcutListener } from './useBrowserKeyShortcutListener'; +import userEvent from '@testing-library/user-event'; + +describe('useBrowserKeyShortcutListener', () => { + const callback = jest.fn(); + + beforeEach(() => { + callback.mockClear(); + }); + + it('listens to a single CTRL/CMD+S key combination', async () => { + renderHook(() => useBrowserKeyShortcutListener('s', { ctrlOrCmdKey: true }, callback)); + expect(callback).not.toBeCalled(); + userEvent.keyboard('{Control>}s{/Control}'); + expect(callback).toBeCalled(); + }); + + it('listens to a single ALT/OPT+S key combination', async () => { + renderHook(() => useBrowserKeyShortcutListener('s', { altOrOptKey: true }, callback)); + expect(callback).not.toBeCalled(); + userEvent.keyboard('{Alt>}s{/Alt}'); + expect(callback).toBeCalled(); + }); + + it('listens to a single SHIFT+S key combination', async () => { + renderHook(() => useBrowserKeyShortcutListener('s', { shiftKey: true }, callback)); + expect(callback).not.toBeCalled(); + userEvent.keyboard('{Shift>}s{/Shift}'); + expect(callback).toBeCalled(); + }); + + it('listens to a complex key combination with two modifiers', async () => { + renderHook(() => + useBrowserKeyShortcutListener('s', { altOrOptKey: true, ctrlOrCmdKey: true }, callback), + ); + expect(callback).not.toBeCalled(); + userEvent.keyboard('{Control>}{Alt>}s{/Control}{/Alt}'); + expect(callback).toBeCalled(); + }); + + it('listens to a complex key combination with three modifiers', async () => { + renderHook(() => + useBrowserKeyShortcutListener( + 's', + { altOrOptKey: true, ctrlOrCmdKey: true, shiftKey: true }, + callback, + ), + ); + userEvent.keyboard('{Shift>}{Alt>}s{/Alt}{/Shift}'); + expect(callback).not.toBeCalled(); + userEvent.keyboard('{Shift>}{Control>}s{/Control}{/Shift}'); + expect(callback).not.toBeCalled(); + userEvent.keyboard('{Alt>}{Control>}s{/Control}{/Alt}'); + expect(callback).not.toBeCalled(); + userEvent.keyboard('{Shift>}{Control>}{Alt>}s{/Control}{/Alt}{/Shift}'); + expect(callback).toBeCalled(); + }); + + it('listens to a complex key combination with three modifiers but sends incomplete combination', async () => { + renderHook(() => + useBrowserKeyShortcutListener( + 's', + { altOrOptKey: true, ctrlOrCmdKey: true, shiftKey: true }, + callback, + ), + ); + expect(callback).not.toBeCalled(); + userEvent.keyboard('{Shift>}{Alt>}s{/Alt}{/Shift}'); + expect(callback).not.toBeCalled(); + }); +}); diff --git a/mlflow/server/js/src/common/hooks/useBrowserKeyShortcutListener.ts b/mlflow/server/js/src/common/hooks/useBrowserKeyShortcutListener.ts new file mode 100644 index 0000000000000..5c58bfc5f5516 --- /dev/null +++ b/mlflow/server/js/src/common/hooks/useBrowserKeyShortcutListener.ts @@ -0,0 +1,59 @@ +import userEvent from '@testing-library/user-event'; +import { useEffect } from 'react'; + +declare interface NavigatorWithUserData extends Navigator { + userAgentData: any; +} + +const isMacKeyboard = () => + // userAgentData should be supported in modern Chromium based browsers + /mac/i.test((window.navigator as NavigatorWithUserData).userAgentData?.platform) || + // if not, falls back to navigator.platform + /mac/i.test(window.navigator.platform); + +const systemModifierKey: keyof KeyboardEvent = isMacKeyboard() ? 'metaKey' : 'ctrlKey'; + +/** + * Triggers certain action when a keyboard combination is pressed + * + * @example + * + * // Listens to CMD+S action + * useBrowserKeyShortcutListener('s', { ctrlOrCmdKey: true }, () => { ... }) + */ +export const useBrowserKeyShortcutListener = ( + /** + * A single key (e.g. "s") that will be listened for pressing + */ + key: string, + /** + * Determines which modifier keys are necessary to trigger the action + */ + modifierKeys: { shiftKey?: boolean; ctrlOrCmdKey?: boolean; altOrOptKey?: boolean } = {}, + /** + * A callback function. If returns true, the default action for the key combination will be prevented. + */ + fn: () => boolean | void, +) => { + const { altOrOptKey = false, ctrlOrCmdKey = false, shiftKey = false } = modifierKeys; + useEffect(() => { + const handler = (e: KeyboardEvent) => { + if ( + (!ctrlOrCmdKey || e[systemModifierKey]) && + (!altOrOptKey || e.altKey) && + (!shiftKey || e.shiftKey) && + e.key === key + ) { + const shouldPreventDefault = fn(); + if (shouldPreventDefault) { + e.preventDefault(); + } + } + }; + + window.addEventListener('keydown', handler); + return () => window.removeEventListener('keydown', handler); + }, [key, fn, ctrlOrCmdKey, altOrOptKey, shiftKey]); + + return { isMacKeyboard }; +}; diff --git a/mlflow/server/js/src/common/mlflow-published-version.ts b/mlflow/server/js/src/common/mlflow-published-version.ts new file mode 100644 index 0000000000000..3ba497d652f3b --- /dev/null +++ b/mlflow/server/js/src/common/mlflow-published-version.ts @@ -0,0 +1,5 @@ +/** + * This is currently published MLflow version that should be available in PyPi + * TODO(ML-33049): Implement a mechanism to bump this version automatically when MLflow is released. + */ +export const MLFLOW_PUBLISHED_VERSION = /* BEGIN-MLFLOW-VERSION */ '2.4.2'; /* END-MLFLOW-VERSION */ diff --git a/mlflow/server/js/src/common/routes.ts b/mlflow/server/js/src/common/routes.ts new file mode 100644 index 0000000000000..01689baf7b9d4 --- /dev/null +++ b/mlflow/server/js/src/common/routes.ts @@ -0,0 +1,13 @@ +import PageNotFoundView from './components/PageNotFoundView'; +import { createMLflowRoutePath, createRouteElement } from './utils/RoutingUtils'; + +/** + * Common route definitions. For the time being it's 404 page only. + */ +export const getRouteDefs = () => [ + { + path: createMLflowRoutePath('/*'), + element: createRouteElement(PageNotFoundView), + pageId: 'mlflow.common.not-found', + }, +]; diff --git a/mlflow/server/js/src/common/static/WorkflowsIcon.svg b/mlflow/server/js/src/common/static/WorkflowsIcon.svg new file mode 100644 index 0000000000000..d31ecb234860b --- /dev/null +++ b/mlflow/server/js/src/common/static/WorkflowsIcon.svg @@ -0,0 +1,3 @@ + + + diff --git a/mlflow/server/js/src/common/static/accelerated-tag.svg b/mlflow/server/js/src/common/static/accelerated-tag.svg new file mode 100644 index 0000000000000..6ffed636c18eb --- /dev/null +++ b/mlflow/server/js/src/common/static/accelerated-tag.svg @@ -0,0 +1,4 @@ + + + + diff --git a/mlflow/server/js/src/common/static/job.svg b/mlflow/server/js/src/common/static/job.svg deleted file mode 100644 index 7161635758114..0000000000000 --- a/mlflow/server/js/src/common/static/job.svg +++ /dev/null @@ -1,7 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a/mlflow/server/js/src/common/utils/ActionUtils.ts b/mlflow/server/js/src/common/utils/ActionUtils.ts index 3f7a27daa202f..bb0933637030b 100644 --- a/mlflow/server/js/src/common/utils/ActionUtils.ts +++ b/mlflow/server/js/src/common/utils/ActionUtils.ts @@ -5,11 +5,13 @@ * annotations are already looking good, please remove this comment. */ +import { Fulfilled, Pending, Rejected } from '../../redux-types'; + export const isPendingApi = (action: any) => { return action.type.endsWith('_PENDING'); }; -export const pending = (apiActionType: any) => { +export const pending = (apiActionType: T): Pending => { return `${apiActionType}_PENDING`; }; @@ -17,7 +19,7 @@ export const isFulfilledApi = (action: any) => { return action.type.endsWith('_FULFILLED'); }; -export const fulfilled = (apiActionType: any) => { +export const fulfilled = (apiActionType: T): Fulfilled => { return `${apiActionType}_FULFILLED`; }; @@ -25,7 +27,7 @@ export const isRejectedApi = (action: any) => { return action.type.endsWith('_REJECTED'); }; -export const rejected = (apiActionType: any) => { +export const rejected = (apiActionType: any): Rejected => { return `${apiActionType}_REJECTED`; }; diff --git a/mlflow/server/js/src/common/utils/ArtifactUtils.ts b/mlflow/server/js/src/common/utils/ArtifactUtils.ts index f826fb018ac34..5e4dba91b47d8 100644 --- a/mlflow/server/js/src/common/utils/ArtifactUtils.ts +++ b/mlflow/server/js/src/common/utils/ArtifactUtils.ts @@ -34,28 +34,8 @@ class TextArtifactTooLargeError extends Error {} * Async function to fetch and return the specified text artifact. * Avoids unnecessary conversion to blob, parses chunked responses directly to text. */ -export const getArtifactChunkedText = async ( - artifactLocation: string, - limitBytes: number = 25 * 1024 * 1024, -) => +export const getArtifactChunkedText = async (artifactLocation: string) => new Promise(async (resolve, reject) => { - const headRequest = new Request(artifactLocation, { - method: 'HEAD', - redirect: 'follow', - headers: new Headers(getDefaultHeaders(document.cookie) as HeadersInit), - }); - const headResponse = await fetch(headRequest); - const contentLength = parseInt(headResponse.headers.get('content-length') || '0', 10) || 0; - - if (contentLength > limitBytes) { - reject( - new TextArtifactTooLargeError( - `The artifact is too large, it should not exceed ${limitBytes} bytes`, - ), - ); - return; - } - const getArtifactRequest = new Request(artifactLocation, { method: HTTPMethods.GET, redirect: 'follow', @@ -129,3 +109,10 @@ export function getArtifactContent(artifactLocation: any, isBinary = false) { export function getArtifactBytesContent(artifactLocation: any) { return getArtifactContent(artifactLocation, true); } + +export const getArtifactLocationUrl = (path: string, runUuid: string) => { + const artifactEndpointPath = 'get-artifact'; + return `${artifactEndpointPath}?path=${encodeURIComponent(path)}&run_uuid=${encodeURIComponent( + runUuid, + )}`; +}; diff --git a/mlflow/server/js/src/common/utils/ErrorUtils.tsx b/mlflow/server/js/src/common/utils/ErrorUtils.tsx new file mode 100644 index 0000000000000..45579aacb4580 --- /dev/null +++ b/mlflow/server/js/src/common/utils/ErrorUtils.tsx @@ -0,0 +1,12 @@ +import React from 'react'; + +class ErrorUtils { + static mlflowServices = { + MODEL_REGISTRY: 'Model Registry', + EXPERIMENTS: 'Experiments', + MODEL_SERVING: 'Model Serving', + RUN_TRACKING: 'Run Tracking', + }; +} + +export default ErrorUtils; diff --git a/mlflow/server/js/src/common/utils/FeatureUtils.ts b/mlflow/server/js/src/common/utils/FeatureUtils.ts index 7cf3b5cd65c8e..8391a6f821bf5 100644 --- a/mlflow/server/js/src/common/utils/FeatureUtils.ts +++ b/mlflow/server/js/src/common/utils/FeatureUtils.ts @@ -14,3 +14,19 @@ export const shouldEnableExperimentDatasetTracking = () => true; * UI feature preview: enables artifact-based ML experiment output data analysis, used for evaluating LLM prediction data */ export const shouldEnableArtifactBasedEvaluation = () => true; + +export const shouldEnableDatasetsDropdown = () => false; + +/** + * UI feature preview: enables prompt lab + */ +export const shouldEnablePromptLab = () => true; + +export const shouldUsePathRouting = () => false; + +/** + * A flag determining if we should display "New model registry UI" toggle switch. + */ +export const shouldUseToggleModelsNextUI = () => { + return false; +}; diff --git a/mlflow/server/js/src/common/utils/FetchUtils.ts b/mlflow/server/js/src/common/utils/FetchUtils.ts index 0e5cb06e48ebc..a78a1420cdaa7 100644 --- a/mlflow/server/js/src/common/utils/FetchUtils.ts +++ b/mlflow/server/js/src/common/utils/FetchUtils.ts @@ -200,6 +200,10 @@ export const retry = async ( } }; +// not a 200 and also not a retryable HTTP status code +const defaultFetchErrorConditionFn = (res: any) => + !res || (!res.ok && !HTTPRetryStatuses.includes(res.status)); + /** * Makes a fetch request. * @param relativeUrl: relative URL to the shard URL @@ -228,6 +232,7 @@ export const fetchEndpoint = ({ initialDelay = 1000, success = defaultResponseParser, error = defaultError, + errorCondition = defaultFetchErrorConditionFn, }: any) => { return new Promise((resolve, reject) => retry( @@ -248,9 +253,7 @@ export const fetchEndpoint = ({ // @ts-expect-error TS(2322): Type '(res: any) => any' is not assignable to type... Remove this comment to see the full error message successCondition: (res: any) => res && res.ok, success: ({ res }) => success({ resolve, reject, response: res }), - // not a 200 and also not a retryable HTTP status code - // @ts-expect-error TS(2322): Type '(res: any) => boolean' is not assignable to ... Remove this comment to see the full error message - errorCondition: (res: any) => !res || (!res.ok && !HTTPRetryStatuses.includes(res.status)), + errorCondition, // @ts-expect-error TS(2322): Type '({ res, err }: any) => any' is not assignabl... Remove this comment to see the full error message error: ({ res, err }) => error({ resolve, reject, response: res, err: err }), }, diff --git a/mlflow/server/js/src/common/utils/RoutingUtils.tsx b/mlflow/server/js/src/common/utils/RoutingUtils.tsx new file mode 100644 index 0000000000000..5888a136beaf4 --- /dev/null +++ b/mlflow/server/js/src/common/utils/RoutingUtils.tsx @@ -0,0 +1,90 @@ +/** + * shouldUsePathRouting() evaluation is stable so we omit + * `react-hooks/rules-of-hooks` rule for hooks in this file + */ +/* eslint-disable react-hooks/rules-of-hooks */ + +/** + * This file is the only one that should directly import from 'react-router-dom' module + */ +/* eslint-disable no-restricted-imports */ + +/** + * Import React Router V6 parts + */ +import { + BrowserRouter, + MemoryRouter, + StaticRouter, + HashRouter, + CompatRouter, + matchPath, + Navigate, + Route, + UNSAFE_NavigationContext, + NavLink, + Link as LinkDirect, + useNavigate as useNavigateDirect, + useLocation as useLocationDirect, + useParams as useParamsDirect, + Routes, + type To, + type NavigateOptions, + type Location, + type NavigateFunction, + type Params, +} from 'react-router-dom-v5-compat'; + +/** + * Import React Router V5 parts + */ +import { HashRouter as HashRouterV5, Link as LinkV5, NavLink as NavLinkV5 } from 'react-router-dom'; +import { shouldUsePathRouting } from './FeatureUtils'; +import React, { ComponentProps } from 'react'; + +const useLocation = useLocationDirect; + +const useParams = useParamsDirect; + +const useNavigate = useNavigateDirect; + +const Link = LinkDirect; + +export const createMLflowRoutePath = (routePath: string) => { + return routePath; +}; + +export { + // React Router V6 API exports + BrowserRouter, + MemoryRouter, + StaticRouter, + HashRouter, + CompatRouter, + Link, + NavLink, + useNavigate, + useLocation, + useParams, + matchPath, + Navigate, + Route, + Routes, + + // Unsafe navigation context, will be improved after full migration to react-router v6 + UNSAFE_NavigationContext, + + // React Router V5 API exports + HashRouterV5, + LinkV5, + NavLinkV5, +}; + +export const createLazyRouteElement = ( + // Load the module's default export and turn it into React Element + componentLoader: () => Promise<{ default: React.ComponentType }>, +) => React.createElement(React.lazy(componentLoader)); +export const createRouteElement = (component: React.ComponentType) => + React.createElement(component); + +export type { Location, NavigateFunction, Params, To, NavigateOptions }; diff --git a/mlflow/server/js/src/common/utils/TestUtils.tsx b/mlflow/server/js/src/common/utils/TestUtils.tsx index a630e651a9e2b..cb5dbb5d39656 100644 --- a/mlflow/server/js/src/common/utils/TestUtils.tsx +++ b/mlflow/server/js/src/common/utils/TestUtils.tsx @@ -1,9 +1,4 @@ -/** - * NOTE: this code file was automatically migrated to TypeScript using ts-migrate and - * may contain multiple `any` type annotations and `@ts-expect-error` directives. - * If possible, please improve types while making changes to this file. If the type - * annotations are already looking good, please remove this comment. - */ +import { render as rtlRender } from '@testing-library/react'; import React from 'react'; import { IntlProvider } from 'react-intl'; @@ -33,7 +28,7 @@ const defaultProvderProps = { messages: {}, }; -export function mountWithIntl(node: any, providerProps = {}) { +export function mountWithIntl(node: React.ReactElement, providerProps = {}) { return mount(node, { wrappingComponent: IntlProvider, wrappingComponentProps: { @@ -43,7 +38,7 @@ export function mountWithIntl(node: any, providerProps = {}) { }); } -export function shallowWithIntl(node: any, providerProps = {}) { +export function shallowWithIntl(node: React.ReactElement, providerProps = {}) { const mergedProviderProps = { ...defaultProvderProps, ...providerProps, @@ -51,6 +46,36 @@ export function shallowWithIntl(node: any, providerProps = {}) { return shallow({node}).dive(); } -export function shallowWithInjectIntl(node: any, providerProps = {}) { +export function shallowWithInjectIntl(node: React.ReactElement, providerProps = {}) { return shallowWithIntl(node, providerProps).dive().dive().dive(); } + +function renderWithIntl(ui: React.ReactElement, renderOptions = {}, providerProps = {}) { + const mergedProviderProps = { + ...defaultProvderProps, + ...providerProps, + }; + const wrapper: React.JSXElementConstructor<{ children: React.ReactElement }> = ({ children }) => ( + {children} + ); + + return rtlRender(ui, { wrapper, ...renderOptions }); +} + +/** + * A simple seedable PRNG, used e.g. to replace Math.random() for deterministic testing. + * Taken from https://gist.github.com/blixt/f17b47c62508be59987b + */ +export const createPrng = (seed = 1000) => { + let _seed = seed % 2147483647; + if (_seed <= 0) _seed += 2147483646; + + const next = () => { + return (_seed = (_seed * 16807) % 2147483647); + }; + + return () => (next() - 1) / 2147483646; +}; + +export * from '@testing-library/react'; +export { renderWithIntl }; diff --git a/mlflow/server/js/src/common/utils/Utils.tsx b/mlflow/server/js/src/common/utils/Utils.tsx index 6790355eefe66..d60db219514ce 100644 --- a/mlflow/server/js/src/common/utils/Utils.tsx +++ b/mlflow/server/js/src/common/utils/Utils.tsx @@ -13,7 +13,7 @@ import revisionSvg from '../static/revision.svg'; import emptySvg from '../static/empty.svg'; import laptopSvg from '../static/laptop.svg'; import projectSvg from '../static/project.svg'; -import jobSvg from '../static/job.svg'; +import workflowsIconSvg from '../static/WorkflowsIcon.svg'; import qs from 'qs'; import { MLFLOW_INTERNAL_PREFIX } from './TagUtils'; import _ from 'lodash'; @@ -615,7 +615,7 @@ class Utils { } else if (sourceType === 'PROJECT') { return Project Icon; } else if (sourceType === 'JOB') { - return Job Icon; + return Job Icon; } return No icon; } @@ -989,12 +989,13 @@ class Utils { static mergeLoggedAndRegisteredModels(loggedModels: any, registeredModels: any) { // use artifactPath for grouping while merging lists const registeredModelsWithNormalizedPath = registeredModels.map((model: any) => { - return { + const registeredModel: { [key: string]: any } = { registeredModelName: model.name, artifactPath: Utils.normalize(model.source).split('/artifacts/')[1], registeredModelVersion: model.version, registeredModelCreationTimestamp: model.creation_timestamp, }; + return registeredModel; }); const loggedModelsWithNormalizedPath = loggedModels.flatMap((model: any) => { return model.artifactPath diff --git a/mlflow/server/js/src/common/utils/useElementHeight.ts b/mlflow/server/js/src/common/utils/useElementHeight.ts new file mode 100644 index 0000000000000..3db0f5ae1c14e --- /dev/null +++ b/mlflow/server/js/src/common/utils/useElementHeight.ts @@ -0,0 +1,32 @@ +import { useEffect, useState } from 'react'; + +/** + * Hook that returns dynamically updated changing element height. Usage example: + * ```ts + * const { elementHeight, observeHeight } = useElementHeight(); + * // ... + * return

    Element height: {elementHeight}px
    + * ``` + */ +export const useElementHeight = () => { + const [hideableElementsContainer, setHideableElementsContainer] = useState( + null, + ); + + const [elementHeight, setElementHeight] = useState(undefined); + + useEffect(() => { + if (!hideableElementsContainer || !window.ResizeObserver) { + return undefined; + } + const resizeObserver = new ResizeObserver(([entry]) => { + if (entry.target.scrollHeight) { + setElementHeight(entry.target.scrollHeight); + } + }); + resizeObserver.observe(hideableElementsContainer); + return () => resizeObserver.disconnect(); + }, [hideableElementsContainer]); + + return { elementHeight, observeHeight: setHideableElementsContainer }; +}; diff --git a/mlflow/server/js/src/common/utils/withErrorBoundary.tsx b/mlflow/server/js/src/common/utils/withErrorBoundary.tsx new file mode 100644 index 0000000000000..32347698f3bdc --- /dev/null +++ b/mlflow/server/js/src/common/utils/withErrorBoundary.tsx @@ -0,0 +1,57 @@ +import React from 'react'; +import { ErrorBoundary } from 'react-error-boundary'; +import ErrorUtils from './ErrorUtils'; +import { DangerIcon, Empty } from '@databricks/design-system'; +import { FormattedMessage } from 'react-intl'; + +export type ErrorBoundaryProps = { + children: React.Component; +}; + +function ErrorFallback() { + return ( + + } + description={ + + } + image={} + /> + ); +} + +export function CustomErrorBoundary({ children }: React.PropsWithChildren) { + function logErrorToConsole(error: Error, info: { componentStack: string }) { + console.error('Caught Unexpected Error: ', error, info.componentStack); + } + + return ( + }> + {children} + + ); +} + +export function withErrorBoundary

    ( + service: string, + Component: React.ComponentType

    , + errorMessage?: React.ReactNode, +): React.ComponentType

    { + return function CustomErrorBoundaryWrapper(props: P) { + return ( + + {/* @ts-expect-error Generics don't play well with WithConditionalCSSProp type coming @emotion/react jsx typing to validate css= prop values typing. More details here: emotion-js/emotion#2169 */} + + + ); + }; +} diff --git a/mlflow/server/js/src/common/utils/withRouterNext.tsx b/mlflow/server/js/src/common/utils/withRouterNext.tsx index 0fe894f9b5631..f4a621b308916 100644 --- a/mlflow/server/js/src/common/utils/withRouterNext.tsx +++ b/mlflow/server/js/src/common/utils/withRouterNext.tsx @@ -1,20 +1,19 @@ import React from 'react'; + import { + type Location, + type Params as RouterDOMParams, + type NavigateOptions, + type To, useLocation, useNavigate, useParams, - useNavigationType, - Location, - NavigateFunction, - Params as RouterDOMParams, - NavigationType, -} from 'react-router-dom-v5-compat'; +} from '../../common/utils/RoutingUtils'; export interface WithRouterNextProps { - navigate: NavigateFunction; + navigate: ReturnType; location: Location; params: Params; - navigationType: NavigationType; } /** @@ -25,10 +24,18 @@ export const withRouterNext = ( Component: React.ComponentType>, ) => - (props: Omit) => { + ( + props: Omit< + Props, + | 'location' + | 'navigate' + | 'params' + | 'navigationType' + /* prettier-ignore*/ + >, + ) => { const location = useLocation(); const navigate = useNavigate(); - const navigationType = useNavigationType(); const params = useParams(); return ( @@ -36,7 +43,6 @@ export const withRouterNext = params={params as Params} location={location} navigate={navigate} - navigationType={navigationType} {...(props as Props)} /> ); diff --git a/mlflow/server/js/src/experiment-tracking/actions.test.ts b/mlflow/server/js/src/experiment-tracking/actions.test.ts index d1f0dd1d0d9e0..63f63cdddd822 100644 --- a/mlflow/server/js/src/experiment-tracking/actions.test.ts +++ b/mlflow/server/js/src/experiment-tracking/actions.test.ts @@ -20,6 +20,7 @@ import { fetchEvaluationTableArtifact } from './sdk/EvaluationArtifactService'; import { ViewType } from './sdk/MlflowEnums'; import { MlflowService } from './sdk/MlflowService'; import { RunLoggedArtifactType } from './types'; +import { getUUID } from 'common/utils/ActionUtils'; jest.mock('./sdk/EvaluationArtifactService', () => ({ fetchEvaluationTableArtifact: jest.fn(), @@ -58,11 +59,18 @@ beforeEach(() => { jest .spyOn(MlflowService, 'getRun') .mockImplementation((data) => Promise.resolve({ run: { info: { run_id: data.run_id } } })); + + jest.spyOn(MlflowService, 'createRun').mockImplementation((data) => + Promise.resolve({ + run: { info: { run_id: getUUID(), experiment_id: data.experiment_id } as any }, + }), + ); }); afterEach(() => { (MlflowService.searchRuns as any).mockRestore(); (MlflowService.getRun as any).mockRestore(); + (MlflowService.createRun as any).mockRestore(); }); describe('fetchMissingParents', () => { @@ -130,6 +138,21 @@ describe('fetchMissingParents', () => { }); }); +describe('createRun', () => { + it('should create a run under the correct experiment', async () => { + expect(await MlflowService.createRun({ experiment_id: '1' })).toEqual( + expect.objectContaining({ + run: expect.objectContaining({ + info: expect.objectContaining({ + experiment_id: '1', + run_id: expect.any(String), + }), + }), + }), + ); + }); +}); + describe('getParentRunIdsToFetch', () => { it('should return empty array if no runs', () => { expect(getParentRunIdsToFetch([])).toEqual([]); diff --git a/mlflow/server/js/src/experiment-tracking/actions.ts b/mlflow/server/js/src/experiment-tracking/actions.ts index 0eecb3dcc6c4c..b22f9fdb5d12d 100644 --- a/mlflow/server/js/src/experiment-tracking/actions.ts +++ b/mlflow/server/js/src/experiment-tracking/actions.ts @@ -6,7 +6,7 @@ */ import type { Dispatch, Action } from 'redux'; -import type { ThunkDispatch } from 'redux-thunk'; +import { AsyncAction, ThunkDispatch } from '../redux-types'; import { MlflowService } from './sdk/MlflowService'; import { getUUID } from '../common/utils/ActionUtils'; import { ErrorCodes } from '../common/constants'; @@ -16,13 +16,8 @@ import { fetchEndpoint, jsonBigIntResponseParser } from '../common/utils/FetchUt import { stringify as queryStringStringify } from 'qs'; import { fetchEvaluationTableArtifact } from './sdk/EvaluationArtifactService'; import type { EvaluationDataReduxState } from './reducers/EvaluationDataReducer'; -import { - EvaluationArtifactTable, - RunLoggedArtifactType, - RunLoggedArtifactsDeclaration, -} from './types'; -import type { RunRowType } from './components/experiment-page/utils/experimentPage.row-types'; -import { MLFLOW_LOGGED_ARTIFACTS_TAG } from './constants'; +import { EvaluationArtifactTable } from './types'; +import { MLFLOW_PUBLISHED_VERSION } from '../common/mlflow-published-version'; export const RUNS_SEARCH_MAX_RESULTS = 100; export const SEARCH_EXPERIMENTS_API = 'SEARCH_EXPERIMENTS_API'; @@ -51,7 +46,7 @@ export const createExperimentApi = ( artifactPath = undefined, id = getUUID(), ) => { - return (dispatch: any) => { + return (dispatch: ThunkDispatch) => { const createResponse = dispatch({ type: CREATE_EXPERIMENT_API, payload: MlflowService.createExperiment({ @@ -66,7 +61,7 @@ export const createExperimentApi = ( export const DELETE_EXPERIMENT_API = 'DELETE_EXPERIMENT_API'; export const deleteExperimentApi = (experimentId: any, id = getUUID()) => { - return (dispatch: any) => { + return (dispatch: ThunkDispatch) => { const deleteResponse = dispatch({ type: DELETE_EXPERIMENT_API, payload: MlflowService.deleteExperiment({ experiment_id: experimentId }), @@ -78,7 +73,7 @@ export const deleteExperimentApi = (experimentId: any, id = getUUID()) => { export const UPDATE_EXPERIMENT_API = 'UPDATE_EXPERIMENT_API'; export const updateExperimentApi = (experimentId: any, newExperimentName: any, id = getUUID()) => { - return (dispatch: any) => { + return (dispatch: ThunkDispatch) => { const updateResponse = dispatch({ type: UPDATE_EXPERIMENT_API, payload: MlflowService.updateExperiment({ @@ -93,7 +88,7 @@ export const updateExperimentApi = (experimentId: any, newExperimentName: any, i export const UPDATE_RUN_API = 'UPDATE_RUN_API'; export const updateRunApi = (runId: any, newName: any, id = getUUID()) => { - return (dispatch: any) => { + return (dispatch: ThunkDispatch) => { const updateResponse = dispatch({ type: UPDATE_RUN_API, payload: MlflowService.updateRun({ @@ -115,9 +110,66 @@ export const getRunApi = (runId: any, id = getUUID()) => { }; }; +export const CREATE_RUN_API = 'CREATE_RUN_API'; +export const createRunApi = (experimentId: string, tags?: any, run_name?: string) => { + return (dispatch: ThunkDispatch) => { + const createResponse = dispatch({ + type: CREATE_RUN_API, + payload: MlflowService.createRun({ + experiment_id: experimentId, + start_time: Date.now(), + tags: tags, + run_name, + }), + meta: { id: getUUID() }, + }); + return createResponse; + }; +}; + +export interface UploadArtifactApiAction + extends AsyncAction< + any, + { + id: string; + runUuid: string; + filePath: string; + } + > { + type: 'UPLOAD_ARTIFACT_API'; +} +export const UPLOAD_ARTIFACT_API = 'UPLOAD_ARTIFACT_API'; +export const uploadArtifactApi = (runUuid: any, filePath: any, fileContent: any) => { + // We are not using MlflowService because this endpoint requires + // special query string preparation + const queryParams = queryStringStringify({ + run_uuid: runUuid, + path: filePath, + }); + const request = fetchEndpoint({ + relativeUrl: `ajax-api/2.0/mlflow/upload-artifact?${queryParams}`, + method: 'POST', + body: JSON.stringify(fileContent), + success: jsonBigIntResponseParser, + // Retry the call every time an artifact upload fails + errorCondition: (res: Response) => !res || !res.ok, + // Retry for maximum 3 times + retries: 3, + }); + + return (dispatch: ThunkDispatch) => { + const uploadArtifactResponse = dispatch({ + type: UPLOAD_ARTIFACT_API, + payload: request, + meta: { id: getUUID(), runUuid, filePath }, + }); + return uploadArtifactResponse; + }; +}; + export const DELETE_RUN_API = 'DELETE_RUN_API'; export const deleteRunApi = (runUuid: any, id = getUUID()) => { - return (dispatch: any) => { + return (dispatch: ThunkDispatch) => { const deleteResponse = dispatch({ type: DELETE_RUN_API, payload: MlflowService.deleteRun({ run_id: runUuid }), @@ -128,7 +180,7 @@ export const deleteRunApi = (runUuid: any, id = getUUID()) => { }; export const RESTORE_RUN_API = 'RESTORE_RUN_API'; export const restoreRunApi = (runUuid: any, id = getUUID()) => { - return (dispatch: any) => { + return (dispatch: ThunkDispatch) => { const restoreResponse = dispatch({ type: RESTORE_RUN_API, payload: MlflowService.restoreRun({ run_id: runUuid }), @@ -302,12 +354,13 @@ export const loadMoreRunsApi = (params: any) => ({ // TODO: run_uuid is deprecated, use run_id instead export const LIST_ARTIFACTS_API = 'LIST_ARTIFACTS_API'; -export const listArtifactsApi = (runUuid: any, path: any, id = getUUID()) => { +export const listArtifactsApi = (runUuid: any, path?: any, id = getUUID()) => { return { type: LIST_ARTIFACTS_API, payload: MlflowService.listArtifacts({ run_uuid: runUuid, - path: path, + // only pass path if not null or undefined + ...(path && { path: path }), }), meta: { id: id, runUuid: runUuid, path: path }, }; @@ -437,32 +490,99 @@ export const openErrorModal = (text: any) => { }; }; +export const SEARCH_DATASETS_API = 'SEARCH_DATASETS'; +export const searchDatasetsApi = (experimentIds: any, id = getUUID()) => { + return { + type: SEARCH_DATASETS_API, + payload: MlflowService.searchDatasets({ + experiment_ids: experimentIds, + }), + meta: { id }, + }; +}; + /** * A thunk action that fetches and stores a single evaluation table artifact for a given run. * Does not download the artifact if it's already present in the store, unless `forceRefresh` is set to `true`. */ export const getEvaluationTableArtifact = (runUuid: string, artifactPath: string, forceRefresh = false) => - (dispatch: Dispatch, getState: () => { evaluationData: EvaluationDataReduxState }) => { + (dispatch: ThunkDispatch, getState: () => { evaluationData: EvaluationDataReduxState }) => { const { evaluationData: existingEvaluationData } = getState(); const alreadyInStore = Boolean( existingEvaluationData.evaluationArtifactsByRunUuid[runUuid]?.[artifactPath] || existingEvaluationData.evaluationArtifactsLoadingByRunUuid[runUuid]?.[artifactPath], ); if (forceRefresh || !alreadyInStore) { - dispatch({ + return dispatch({ type: GET_EVALUATION_TABLE_ARTIFACT, payload: fetchEvaluationTableArtifact(runUuid, artifactPath), meta: { runUuid, artifactPath }, }); } + return Promise.resolve(); }; /** * Defines shape of the fulfilled GET_EVALUATION_ARTIFACT action */ -export interface GetEvaluationTableArtifactAction extends Action { - meta: { runUuid: string; artifactPath: string }; - payload: EvaluationArtifactTable | Error; +export interface GetEvaluationTableArtifactAction + extends AsyncAction { + type: 'GET_EVALUATION_TABLE_ARTIFACT'; } export const GET_EVALUATION_TABLE_ARTIFACT = 'GET_EVALUATION_TABLE_ARTIFACT'; + +export const createPromptLabRunApi = ({ + experimentId, + modelRouteName, + modelParameters, + promptTemplate, + promptParameters, + runName, + modelInput, + modelOutput, + modelOutputParameters, +}: { + experimentId: string; + runName?: string; + promptTemplate: string; + promptParameters: Record; + modelRouteName: string; + modelInput: string; + modelOutput: string; + modelParameters: Record; + modelOutputParameters: Record; +}) => { + const tupleToKeyValue = (dict: Record) => + Object.entries(dict).map(([key, value]) => ({ key, value })); + + const tupleToKeyValueFlattenArray = ( + dict: Record, + ) => + Object.entries(dict).map(([key, value]) => { + const scalarValue: string | number | undefined = Array.isArray(value) + ? `[${value.join(', ')}]` + : value; + return { key, value: scalarValue }; + }); + + const payload = { + experiment_id: experimentId, + run_name: runName || undefined, + tags: [], + prompt_template: promptTemplate, + prompt_parameters: tupleToKeyValue(promptParameters), + model_route: modelRouteName, + model_parameters: tupleToKeyValueFlattenArray(modelParameters), + model_input: modelInput, + model_output: modelOutput, + model_output_parameters: tupleToKeyValue(modelOutputParameters), + mlflow_version: MLFLOW_PUBLISHED_VERSION, + }; + return { + type: CREATE_PROMPT_LAB_RUN, + payload: MlflowService.createPromptLabRun(payload), + meta: { payload }, + }; +}; +export const CREATE_PROMPT_LAB_RUN = 'CREATE_PROMPT_LAB_RUN'; diff --git a/mlflow/server/js/src/experiment-tracking/actions/ModelGatewayActions.ts b/mlflow/server/js/src/experiment-tracking/actions/ModelGatewayActions.ts new file mode 100644 index 0000000000000..fd173451b034c --- /dev/null +++ b/mlflow/server/js/src/experiment-tracking/actions/ModelGatewayActions.ts @@ -0,0 +1,61 @@ +import { MlflowService } from 'experiment-tracking/sdk/MlflowService'; +import { getUUID } from '../../common/utils/ActionUtils'; +import type { AsyncAction } from '../../redux-types'; +import { + ModelGatewayQueryPayload, + ModelGatewayRoute, + ModelGatewayService, + SearchModelGatewayRouteResponse, + ModelGatewayResponseType, +} from '../sdk/ModelGatewayService'; + +export const SEARCH_MODEL_GATEWAY_ROUTES_API = 'SEARCH_MODEL_GATEWAY_ROUTES_API'; +export interface SearchModelGatewayRoutesAction + extends AsyncAction { + type: 'SEARCH_MODEL_GATEWAY_ROUTES_API'; +} + +// prettier-ignore +export const searchModelGatewayRoutesApi = (filter?: string): SearchModelGatewayRoutesAction => ({ + type: SEARCH_MODEL_GATEWAY_ROUTES_API, + payload: MlflowService.gatewayProxyGet({ + gateway_path: 'api/2.0/gateway/routes/', + }) as Promise, + meta: { id: getUUID() }, +}); + +export const GET_MODEL_GATEWAY_ROUTE_API = 'GET_MODEL_GATEWAY_ROUTE_API'; +export interface GetModelGatewayRouteAction extends AsyncAction { + type: 'GET_MODEL_GATEWAY_ROUTE_API'; +} + +export const getModelGatewayRouteApi = (routeName: string): GetModelGatewayRouteAction => ({ + type: GET_MODEL_GATEWAY_ROUTE_API, + payload: MlflowService.gatewayProxyGet({ + gateway_path: `api/2.0/gateway/routes/${routeName}`, + }) as Promise, + meta: { id: getUUID() }, +}); + +export const QUERY_MODEL_GATEWAY_ROUTE_API = 'QUERY_MODEL_GATEWAY_ROUTE_API'; + +export const queryModelGatewayRouteApi = ( + route: ModelGatewayRoute, + data: ModelGatewayQueryPayload, +) => { + const { inputText } = data; + const textPayload = ModelGatewayService.createEvaluationTextPayload(inputText, route); + const processed_data = { + ...textPayload, + ...data.parameters, + }; + + return { + type: QUERY_MODEL_GATEWAY_ROUTE_API, + payload: MlflowService.gatewayProxyPost({ + gateway_path: `gateway/${route.name}/invocations`, + json_data: processed_data, + }) as Promise, + meta: { id: getUUID(), startTime: performance.now() }, + }; +}; diff --git a/mlflow/server/js/src/experiment-tracking/actions/PromptEngineeringActions.ts b/mlflow/server/js/src/experiment-tracking/actions/PromptEngineeringActions.ts new file mode 100644 index 0000000000000..25a07ed187e3a --- /dev/null +++ b/mlflow/server/js/src/experiment-tracking/actions/PromptEngineeringActions.ts @@ -0,0 +1,185 @@ +import { cloneDeep, fromPairs } from 'lodash'; +import { Action } from 'redux'; +import Utils from '../../common/utils/Utils'; +import { AsyncAction, ReduxState, ThunkDispatch } from '../../redux-types'; +import { uploadArtifactApi } from '../actions'; +import { RunRowType } from '../components/experiment-page/utils/experimentPage.row-types'; +import { MLFLOW_PROMPT_ENGINEERING_ARTIFACT_NAME } from '../constants'; +import { + RawEvaluationArtifact, + parseEvaluationTableArtifact, +} from '../sdk/EvaluationArtifactService'; +import { + ModelGatewayQueryPayload, + ModelGatewayResponseType, + ModelGatewayService, +} from '../sdk/ModelGatewayService'; +import { EvaluationArtifactTable } from '../types'; +import { searchModelGatewayRoutesApi } from './ModelGatewayActions'; +import { + PROMPTLAB_METADATA_COLUMN_LATENCY, + PROMPTLAB_METADATA_COLUMN_TOTAL_TOKENS, +} from '../components/prompt-engineering/PromptEngineering.utils'; +import { MlflowService } from '../sdk/MlflowService'; + +export const EVALUATE_PROMPT_TABLE_VALUE = 'EVALUATE_PROMPT_TABLE_VALUE'; +export interface EvaluatePromptTableValueAction + extends AsyncAction< + ModelGatewayResponseType, + { + inputValues: Record; + run: RunRowType; + compiledPrompt: string; + rowKey: string; + startTime: number; + } + > { + type: 'EVALUATE_PROMPT_TABLE_VALUE'; +} +export const evaluatePromptTableValue = + ({ + routeName, + compiledPrompt, + inputValues, + parameters, + outputColumn, + rowKey, + run, + }: { + routeName: string; + compiledPrompt: string; + inputValues: Record; + parameters: ModelGatewayQueryPayload['parameters']; + outputColumn: string; + rowKey: string; + run: RunRowType; + }) => + async (dispatch: ThunkDispatch, getState: () => ReduxState) => { + // Check if model gateway routes have been fetched. If not, fetch them first. + const { modelGateway } = getState(); + if ( + !modelGateway.modelGatewayRoutesLoading && + Object.keys(modelGateway.modelGatewayRoutes).length === 0 + ) { + await dispatch(searchModelGatewayRoutesApi()); + } + // If the gateway is not present in the store, it means that it was deleted + // recently. Display relevant error in this scenario. + const gatewayRoute = getState().modelGateway.modelGatewayRoutes[routeName]; + if (!gatewayRoute) { + const errorMessage = `AI gateway route ${routeName} does not exist anymore!`; + Utils.logErrorAndNotifyUser(errorMessage); + throw new Error(errorMessage); + } + const modelGatewayRequestPayload: ModelGatewayQueryPayload = { + inputText: compiledPrompt, + parameters, + }; + const { inputText } = modelGatewayRequestPayload; + const textPayload = ModelGatewayService.createEvaluationTextPayload(inputText, gatewayRoute); + const processed_data = { + ...textPayload, + ...modelGatewayRequestPayload.parameters, + }; + + const action = { + type: EVALUATE_PROMPT_TABLE_VALUE, + payload: MlflowService.gatewayProxyPost({ + gateway_path: `gateway/${gatewayRoute.name}/invocations`, + json_data: processed_data, + }), + meta: { inputValues, run, compiledPrompt, rowKey, startTime: performance.now() }, + }; + return dispatch(action); + }; + +export const DISCARD_PENDING_EVALUATION_DATA = 'DISCARD_PENDING_EVALUATION_DATA'; +export type DiscardPendingEvaluationDataAction = Action<'DISCARD_PENDING_EVALUATION_DATA'>; +export const discardPendingEvaluationData = () => ({ + type: DISCARD_PENDING_EVALUATION_DATA, +}); + +export const WRITE_BACK_EVALUATION_ARTIFACTS = 'WRITE_BACK_EVALUATION_ARTIFACTS'; + +export interface WriteBackEvaluationArtifactsAction + extends AsyncAction< + { runUuid: string; newEvaluationTable: EvaluationArtifactTable }[], + { runUuidsToUpdate: string[]; artifactPath: string } + > { + type: 'WRITE_BACK_EVALUATION_ARTIFACTS'; +} + +export const writeBackEvaluationArtifactsAction = + () => async (dispatch: ThunkDispatch, getState: () => ReduxState) => { + const { evaluationPendingDataByRunUuid, evaluationArtifactsByRunUuid } = + getState().evaluationData; + const runUuidsToUpdate = Object.keys(evaluationPendingDataByRunUuid); + const originalRunArtifacts = fromPairs( + Object.entries(evaluationArtifactsByRunUuid) + .filter( + ([runUuid, artifactTableRecords]) => + runUuidsToUpdate.includes(runUuid) && + artifactTableRecords[MLFLOW_PROMPT_ENGINEERING_ARTIFACT_NAME], + ) + .map(([runUuid, artifactTableRecords]) => [ + runUuid, + artifactTableRecords[MLFLOW_PROMPT_ENGINEERING_ARTIFACT_NAME], + ]), + ); + + const updatedArtifactFiles = runUuidsToUpdate.map((runUuid) => { + const originalTableRecord = originalRunArtifacts[runUuid]; + + if (!originalTableRecord) { + throw new Error(`Cannot find existing prompt engineering artifact for run ${runUuid}`); + } + + const transformedEntries = evaluationPendingDataByRunUuid[runUuid].map( + ({ entryData, evaluationTime, totalTokens }) => { + return originalTableRecord.columns.map((columnName) => { + if (columnName === PROMPTLAB_METADATA_COLUMN_LATENCY) { + return evaluationTime.toString(); + } else if (columnName === PROMPTLAB_METADATA_COLUMN_TOTAL_TOKENS && totalTokens) { + return totalTokens.toString(); + } else { + return entryData[columnName] || ''; + } + }); + }, + ); + + const updatedArtifactFile = cloneDeep( + originalRunArtifacts[runUuid].rawArtifactFile, + ) as RawEvaluationArtifact; + updatedArtifactFile?.data.unshift(...transformedEntries); + + return { runUuid, updatedArtifactFile }; + }); + + const promises = updatedArtifactFiles.map(({ runUuid, updatedArtifactFile }) => + dispatch( + uploadArtifactApi(runUuid, MLFLOW_PROMPT_ENGINEERING_ARTIFACT_NAME, updatedArtifactFile), + ).then(() => { + const newEvaluationTable = parseEvaluationTableArtifact( + MLFLOW_PROMPT_ENGINEERING_ARTIFACT_NAME, + updatedArtifactFile, + ); + return { runUuid, newEvaluationTable }; + }), + ); + + return dispatch({ + type: 'WRITE_BACK_EVALUATION_ARTIFACTS', + payload: Promise.all(promises), + meta: { runUuidsToUpdate, artifactPath: MLFLOW_PROMPT_ENGINEERING_ARTIFACT_NAME }, + }); + }; +export const EVALUATE_ADD_INPUT_VALUES = 'EVALUATE_ADD_INPUT_VALUES'; +export interface EvaluateAddInputValues extends Action<'EVALUATE_ADD_INPUT_VALUES'> { + payload: Record; +} +export const evaluateAddInputValues = (inputValues: Record) => ({ + type: EVALUATE_ADD_INPUT_VALUES, + payload: inputValues, + meta: {}, +}); diff --git a/mlflow/server/js/src/experiment-tracking/components/App.css b/mlflow/server/js/src/experiment-tracking/components/App.css index 6ad01a9829775..74a44bac0c06b 100644 --- a/mlflow/server/js/src/experiment-tracking/components/App.css +++ b/mlflow/server/js/src/experiment-tracking/components/App.css @@ -8,10 +8,6 @@ textarea { border: 1px solid #ccc; } -::placeholder { - opacity: 0.6; -} - button, .btn { background-color: #f5f5f5; border-color: #cccccc; @@ -33,10 +29,6 @@ button:hover, .btn:hover { top: 40%; } -.App-experiments { - width: 200px; -} - div.mlflow-logo { display: flex; float: left; @@ -104,19 +96,16 @@ h1 a, h1 a:hover, h1 a:active, h1 a:visited { h2 { font-size: 16px; font-weight: normal; - color: #333; } h3 { font-size: 16px; font-weight: normal; - color: #333; } label { font-size: 13px; font-weight: normal; - color: #333; margin: 0; } diff --git a/mlflow/server/js/src/experiment-tracking/components/App.tsx b/mlflow/server/js/src/experiment-tracking/components/App.tsx index 31b60db92894b..399ed6b801cf0 100644 --- a/mlflow/server/js/src/experiment-tracking/components/App.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/App.tsx @@ -7,14 +7,16 @@ import React, { Component } from 'react'; import { connect } from 'react-redux'; -import { HashRouter as Router, Link, NavLink } from 'react-router-dom'; + import { - // React router v5 API: - CompatRouter, - // React router v6 API: + HashRouterV5, Route, Routes, -} from 'react-router-dom-v5-compat'; + CompatRouter, + LinkV5, + NavLinkV5, +} from '../../common/utils/RoutingUtils'; + import AppErrorBoundary from '../../common/components/error-boundaries/AppErrorBoundary'; import { HomePageDocsUrl, Version } from '../../common/constants'; // @ts-expect-error TS(2307): Cannot find module '../../common/static/home-logo.... Remove this comment to see the full error message @@ -37,7 +39,7 @@ import './App.css'; import CompareRunPage from './CompareRunPage'; import { HomePage } from './HomePage'; import { MetricPage } from './MetricPage'; -import { PageNotFoundView } from './PageNotFoundView'; +import { PageNotFoundView } from '../../common/components/PageNotFoundView'; import { RunPage } from './RunPage'; import { DirectRunPage } from './DirectRunPage'; @@ -63,7 +65,7 @@ class App extends Component { render() { const marginRight = 24; return ( - @@ -76,13 +78,13 @@ class App extends Component { {process.env.HIDE_HEADER === 'true' ? null : (

    )} - {/* @ts-expect-error TS(2322): Type '{ children: Element; service: string; }' is ... Remove this comment to see the full error message */} {/* The block below contains React Router v6 routes */} @@ -155,7 +156,7 @@ class App extends Component { - + ); } } diff --git a/mlflow/server/js/src/experiment-tracking/components/ArtifactPage.test.tsx b/mlflow/server/js/src/experiment-tracking/components/ArtifactPage.test.tsx index 90bdcd60f40cf..5fb39b2c798fa 100644 --- a/mlflow/server/js/src/experiment-tracking/components/ArtifactPage.test.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/ArtifactPage.test.tsx @@ -10,7 +10,7 @@ import { mountWithIntl, shallowWithIntl } from '../../common/utils/TestUtils'; import { ArtifactPageImpl, ConnectedArtifactPage } from './ArtifactPage'; import { ArtifactNode } from '../utils/ArtifactUtils'; import { Provider } from 'react-redux'; -import { BrowserRouter } from 'react-router-dom-v5-compat'; +import { BrowserRouter } from '../../common/utils/RoutingUtils'; import { pending } from '../../common/utils/ActionUtils'; import { ErrorWrapper } from '../../common/utils/ErrorWrapper'; import { SEARCH_MODEL_VERSIONS } from '../../model-registry/actions'; diff --git a/mlflow/server/js/src/experiment-tracking/components/ArtifactPage.tsx b/mlflow/server/js/src/experiment-tracking/components/ArtifactPage.tsx index 942e71a19dc79..4c1937654d401 100644 --- a/mlflow/server/js/src/experiment-tracking/components/ArtifactPage.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/ArtifactPage.tsx @@ -30,7 +30,6 @@ type ArtifactPageImplProps = { listArtifactsApi: (...args: any[]) => any; searchModelVersionsApi: (...args: any[]) => any; runTags?: any; - modelVersions?: any[]; }; type ArtifactPageImplState = any; @@ -74,7 +73,8 @@ export class ArtifactPageImpl extends Component { expect(wrapper.find('.artifact-info-path').html()).toContain('test_root/dir2'); expect(wrapper.find('.model-version-info')).toHaveLength(1); expect(wrapper.find('.model-version-link')).toHaveLength(1); - expect(wrapper.find('.model-version-link').props().title).toEqual('Model A, v1'); + expect(wrapper.find('.model-version-link').html()).toContain('Model A'); + expect(wrapper.find('.model-version-link').html()).toContain('v1'); }); /** * A model version's source may be semantically equivalent to a run artifact path @@ -306,7 +307,8 @@ describe('ArtifactView', () => { expect(wrapper.find('.artifact-info-path').html()).toContain('test_root/dir2'); expect(wrapper.find('.model-version-info')).toHaveLength(1); expect(wrapper.find('.model-version-link')).toHaveLength(1); - expect(wrapper.find('.model-version-link').props().title).toEqual('Model A, v1'); + expect(wrapper.find('.model-version-link').html()).toContain('Model A'); + expect(wrapper.find('.model-version-link').html()).toContain('v1'); }); test('should not render model version link for file under valid model version directory', () => { expect(Utils.isModelRegistryEnabled()).toEqual(true); diff --git a/mlflow/server/js/src/experiment-tracking/components/ArtifactView.tsx b/mlflow/server/js/src/experiment-tracking/components/ArtifactView.tsx index e96e8acec1123..21ddf8bdf6ff7 100644 --- a/mlflow/server/js/src/experiment-tracking/components/ArtifactView.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/ArtifactView.tsx @@ -21,7 +21,7 @@ import { decorators, Treebeard } from 'react-treebeard'; // @ts-expect-error TS(7016): Could not find a declaration file for module 'byte... Remove this comment to see the full error message import bytes from 'bytes'; import { RegisterModelButton } from '../../model-registry/components/RegisterModelButton'; -import ShowArtifactPage, { getSrc } from './artifact-view-components/ShowArtifactPage'; +import ShowArtifactPage from './artifact-view-components/ShowArtifactPage'; import { ModelVersionStatus, ModelVersionStatusIcons, @@ -39,6 +39,7 @@ import { getArtifactRootUri, getArtifacts } from '../reducers/Reducers'; import { getAllModelVersions } from '../../model-registry/reducers'; import { listArtifactsApi } from '../actions'; import { MLMODEL_FILE_NAME } from '../constants'; +import { getArtifactLocationUrl } from '../../common/utils/ArtifactUtils'; const { Text } = Typography; @@ -82,6 +83,7 @@ export class ArtifactViewImpl extends Component ); @@ -127,7 +129,7 @@ export class ArtifactViewImpl extends Component { const { apis } = state; const artifactNode = getArtifacts(runUuid, state); const artifactRootUri = getArtifactRootUri(runUuid, state); - const modelVersionsWithNormalizedSource = _.flatMap(getAllModelVersions(state), (version) => { + const modelVersions = getAllModelVersions(state); + const modelVersionsWithNormalizedSource = _.flatMap(modelVersions, (version) => { // @ts-expect-error TS(2698): Spread types may only be created from object types... Remove this comment to see the full error message return { ...version, source: Utils.normalize((version as any).source) }; }); const modelVersionsBySource = _.groupBy(modelVersionsWithNormalizedSource, 'source'); - return { artifactNode, artifactRootUri, modelVersionsBySource, apis }; + return { artifactNode, artifactRootUri, modelVersions, modelVersionsBySource, apis }; }; const mapDispatchToProps = { @@ -377,26 +380,23 @@ function ModelVersionInfoSection(props: ModelVersionInfoSectionProps) { const { modelVersion } = props; const { name, version, status, status_message } = modelVersion; + // eslint-disable-next-line prefer-const + let mvPageRoute = Utils.getIframeCorrectedRoute(getModelVersionPageRoute(name, version)); const modelVersionLink = ( - // Reported during ESLint upgrade - // eslint-disable-next-line react/jsx-no-target-blank - - {name} - , v{version}  - - + + + {name} + , v{version}  + + + ); return (
    - {ModelVersionStatusIcons[status]} +
    {ModelVersionStatusIcons[status]}
     {modelVersionLink}
    diff --git a/mlflow/server/js/src/experiment-tracking/components/CompareRunPage.test.tsx b/mlflow/server/js/src/experiment-tracking/components/CompareRunPage.test.tsx index 35b1e3191a828..a3004893455a7 100644 --- a/mlflow/server/js/src/experiment-tracking/components/CompareRunPage.test.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/CompareRunPage.test.tsx @@ -6,7 +6,7 @@ */ import React from 'react'; -import { MemoryRouter } from 'react-router-dom-v5-compat'; +import { MemoryRouter } from '../../common/utils/RoutingUtils'; import CompareRunPage from './CompareRunPage'; import { Provider } from 'react-redux'; import configureStore from 'redux-mock-store'; diff --git a/mlflow/server/js/src/experiment-tracking/components/CompareRunPage.tsx b/mlflow/server/js/src/experiment-tracking/components/CompareRunPage.tsx index 10b5dc0213cf7..45111e2b09ddb 100644 --- a/mlflow/server/js/src/experiment-tracking/components/CompareRunPage.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/CompareRunPage.tsx @@ -15,6 +15,8 @@ import { getUUID } from '../../common/utils/ActionUtils'; import { PageContainer } from '../../common/components/PageContainer'; import { withRouterNext } from '../../common/utils/withRouterNext'; import type { WithRouterNextProps } from '../../common/utils/withRouterNext'; +import { withErrorBoundary } from '../../common/utils/withErrorBoundary'; +import ErrorUtils from '../../common/utils/ErrorUtils'; type CompareRunPageProps = { experimentIds: string[]; @@ -22,7 +24,7 @@ type CompareRunPageProps = { dispatch: (...args: any[]) => any; }; -class CompareRunPage extends Component { +class CompareRunPageImpl extends Component { requestIds: any; constructor(props: CompareRunPageProps) { @@ -71,4 +73,6 @@ const mapStateToProps = (state: any, ownProps: WithRouterNextProps) => { return { experimentIds, runUuids }; }; -export default withRouterNext(connect(mapStateToProps)(CompareRunPage)); +const CompareRunPage = withRouterNext(connect(mapStateToProps)(CompareRunPageImpl)); + +export default withErrorBoundary(ErrorUtils.mlflowServices.RUN_TRACKING, CompareRunPage); diff --git a/mlflow/server/js/src/experiment-tracking/components/CompareRunScatter.test.tsx b/mlflow/server/js/src/experiment-tracking/components/CompareRunScatter.test.tsx index 7f72078e06208..b7cbd844a4612 100644 --- a/mlflow/server/js/src/experiment-tracking/components/CompareRunScatter.test.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/CompareRunScatter.test.tsx @@ -10,7 +10,7 @@ import thunk from 'redux-thunk'; import configureStore from 'redux-mock-store'; import promiseMiddleware from 'redux-promise-middleware'; import { Provider } from 'react-redux'; -import { MemoryRouter } from 'react-router-dom-v5-compat'; +import { MemoryRouter } from '../../common/utils/RoutingUtils'; import { mount } from 'enzyme'; import { Experiment, Metric, Param, RunInfo } from '../sdk/MlflowMessages'; import { CompareRunScatter, CompareRunScatterImpl } from './CompareRunScatter'; diff --git a/mlflow/server/js/src/experiment-tracking/components/CompareRunView.tsx b/mlflow/server/js/src/experiment-tracking/components/CompareRunView.tsx index 37a33eb44139e..9de80771b22b3 100644 --- a/mlflow/server/js/src/experiment-tracking/components/CompareRunView.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/CompareRunView.tsx @@ -18,7 +18,7 @@ import { CompareRunScatter } from './CompareRunScatter'; import { CompareRunBox } from './CompareRunBox'; import CompareRunContour from './CompareRunContour'; import Routes from '../routes'; -import { Link } from 'react-router-dom-v5-compat'; +import { Link } from '../../common/utils/RoutingUtils'; import { getLatestMetrics } from '../reducers/MetricReducer'; import CompareRunUtil from './CompareRunUtil'; import Utils from '../../common/utils/Utils'; diff --git a/mlflow/server/js/src/experiment-tracking/components/DirectRunPage.test.tsx b/mlflow/server/js/src/experiment-tracking/components/DirectRunPage.test.tsx index 1dcdd6c9798ef..116134dc1a516 100644 --- a/mlflow/server/js/src/experiment-tracking/components/DirectRunPage.test.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/DirectRunPage.test.tsx @@ -1,6 +1,6 @@ import { Provider } from 'react-redux'; import { act } from 'react-dom/test-utils'; -import { Route, MemoryRouter, useLocation, Routes } from 'react-router-dom-v5-compat'; +import { Route, MemoryRouter, useLocation, Routes } from '../../common/utils/RoutingUtils'; import configureStore from 'redux-mock-store'; import { ErrorWrapper } from '../../common/utils/ErrorWrapper'; import { mountWithIntl } from '../../common/utils/TestUtils'; @@ -8,7 +8,7 @@ import { getRunApi } from '../actions'; import { DirectRunPage } from './DirectRunPage'; import { useEffect } from 'react'; -jest.mock('./PageNotFoundView', () => ({ +jest.mock('../../common/components/PageNotFoundView', () => ({ PageNotFoundView: () =>
    Page not found
    , })); diff --git a/mlflow/server/js/src/experiment-tracking/components/DirectRunPage.tsx b/mlflow/server/js/src/experiment-tracking/components/DirectRunPage.tsx index 701c594db6195..06c9c8c3c59a7 100644 --- a/mlflow/server/js/src/experiment-tracking/components/DirectRunPage.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/DirectRunPage.tsx @@ -1,15 +1,16 @@ -import { PageWrapper, Skeleton } from '@databricks/design-system'; +import { PageWrapper, LegacySkeleton } from '@databricks/design-system'; import { useEffect, useState } from 'react'; import { connect, useDispatch } from 'react-redux'; -import { RouteComponentProps } from 'react-router'; -import { useParams, Navigate } from 'react-router-dom-v5-compat'; +import { useParams, Navigate } from '../../common/utils/RoutingUtils'; import { ErrorWrapper } from '../../common/utils/ErrorWrapper'; import Utils from '../../common/utils/Utils'; -import { StateWithEntities } from '../../redux-types'; +import { ReduxState } from '../../redux-types'; import { getRunApi } from '../actions'; import Routes from '../routes'; -import { PageNotFoundView } from './PageNotFoundView'; +import { PageNotFoundView } from '../../common/components/PageNotFoundView'; import { WithRouterNextProps, withRouterNext } from '../../common/utils/withRouterNext'; +import { withErrorBoundary } from '../../common/utils/withErrorBoundary'; +import ErrorUtils from '../../common/utils/ErrorUtils'; export const DirectRunPageImpl = (props: any) => { const { runUuid } = useParams<{ runUuid: string }>(); @@ -52,13 +53,18 @@ export const DirectRunPageImpl = (props: any) => { // If the run is loading, display skeleton return ( - + ); }; -export const DirectRunPage = withRouterNext( - connect((state: StateWithEntities, ownProps: WithRouterNextProps<{ runUuid: string }>) => { +const DirectRunPageWithRouter = withRouterNext( + connect((state: ReduxState, ownProps: WithRouterNextProps<{ runUuid: string }>) => { return { runInfo: state.entities.runInfosByUuid[ownProps.params.runUuid] }; })(DirectRunPageImpl), ); + +export const DirectRunPage = withErrorBoundary( + ErrorUtils.mlflowServices.RUN_TRACKING, + DirectRunPageWithRouter, +); diff --git a/mlflow/server/js/src/experiment-tracking/components/ExperimentListView.test.tsx b/mlflow/server/js/src/experiment-tracking/components/ExperimentListView.test.tsx index 732612d44a24f..51988da12ff44 100644 --- a/mlflow/server/js/src/experiment-tracking/components/ExperimentListView.test.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/ExperimentListView.test.tsx @@ -6,7 +6,7 @@ */ import React from 'react'; -import { BrowserRouter } from 'react-router-dom-v5-compat'; +import { BrowserRouter } from '../../common/utils/RoutingUtils'; import { Provider } from 'react-redux'; import thunk from 'redux-thunk'; import configureStore from 'redux-mock-store'; diff --git a/mlflow/server/js/src/experiment-tracking/components/ExperimentListView.tsx b/mlflow/server/js/src/experiment-tracking/components/ExperimentListView.tsx index 12bf49bf2e2ef..16c6dd699f61a 100644 --- a/mlflow/server/js/src/experiment-tracking/components/ExperimentListView.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/ExperimentListView.tsx @@ -19,7 +19,7 @@ import { import { List } from 'antd'; import { List as VList, AutoSizer } from 'react-virtualized'; import 'react-virtualized/styles.css'; -import { Link, NavigateFunction } from 'react-router-dom-v5-compat'; +import { Link, NavigateFunction } from '../../common/utils/RoutingUtils'; import { Experiment } from '../sdk/MlflowMessages'; import Routes from '../routes'; import { CreateExperimentModal } from './modals/CreateExperimentModal'; diff --git a/mlflow/server/js/src/experiment-tracking/components/HomePage.test.tsx b/mlflow/server/js/src/experiment-tracking/components/HomePage.test.tsx index 47f54742f6d07..daa7a06ee0896 100644 --- a/mlflow/server/js/src/experiment-tracking/components/HomePage.test.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/HomePage.test.tsx @@ -10,7 +10,7 @@ import React from 'react'; import thunk from 'redux-thunk'; import promiseMiddleware from 'redux-promise-middleware'; import { Provider } from 'react-redux'; -import { MemoryRouter } from 'react-router-dom-v5-compat'; +import { MemoryRouter } from '../../common/utils/RoutingUtils'; import { shallow } from 'enzyme'; import configureStore from 'redux-mock-store'; import { HomePageImpl } from './HomePage'; diff --git a/mlflow/server/js/src/experiment-tracking/components/HomePage.tsx b/mlflow/server/js/src/experiment-tracking/components/HomePage.tsx index 368cf810c68a4..3a0d1f5996175 100644 --- a/mlflow/server/js/src/experiment-tracking/components/HomePage.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/HomePage.tsx @@ -97,3 +97,4 @@ const mapDispatchToProps = (dispatch: Dispatch) => { }; export const HomePage = withRouterNext(connect(mapStateToProps, mapDispatchToProps)(HomePageImpl)); +export default HomePage; diff --git a/mlflow/server/js/src/experiment-tracking/components/HomeView.test.tsx b/mlflow/server/js/src/experiment-tracking/components/HomeView.test.tsx index fae95135a883e..a4848228a4aaa 100644 --- a/mlflow/server/js/src/experiment-tracking/components/HomeView.test.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/HomeView.test.tsx @@ -10,7 +10,7 @@ import thunk from 'redux-thunk'; import configureStore from 'redux-mock-store'; import promiseMiddleware from 'redux-promise-middleware'; import { Provider } from 'react-redux'; -import { BrowserRouter, MemoryRouter } from 'react-router-dom-v5-compat'; +import { BrowserRouter, MemoryRouter } from '../../common/utils/RoutingUtils'; import Fixtures from '../utils/test-utils/Fixtures'; import HomeView, { getFirstActiveExperiment } from './HomeView'; import { mount } from 'enzyme'; diff --git a/mlflow/server/js/src/experiment-tracking/components/HomeView.tsx b/mlflow/server/js/src/experiment-tracking/components/HomeView.tsx index 35057247970b5..6b673f6e740e8 100644 --- a/mlflow/server/js/src/experiment-tracking/components/HomeView.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/HomeView.tsx @@ -7,8 +7,8 @@ import React, { Component } from 'react'; import { connect } from 'react-redux'; -import { Navigate } from 'react-router-dom-v5-compat'; -import { PageWrapper, Skeleton } from '@databricks/design-system'; +import { Navigate } from '../../common/utils/RoutingUtils'; +import { PageWrapper, LegacySkeleton } from '@databricks/design-system'; import ExperimentListView from './ExperimentListView'; import { getExperiments } from '../reducers/Reducers'; import { NoExperimentView } from './NoExperimentView'; @@ -48,7 +48,7 @@ class HomeView extends Component { <> {hasExperiments ? ( - }> + }> {
    {hasExperiments ? ( - }> + }> import('react-plotly.js')); export const LazyPlot = (props: any) => ( - }> + }> diff --git a/mlflow/server/js/src/experiment-tracking/components/LineSmoothSlider.test.tsx b/mlflow/server/js/src/experiment-tracking/components/LineSmoothSlider.test.tsx index 6f35d1bdcbde8..375c1d457237a 100644 --- a/mlflow/server/js/src/experiment-tracking/components/LineSmoothSlider.test.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/LineSmoothSlider.test.tsx @@ -23,7 +23,7 @@ describe('LineSmoothSlider', () => { }); test('should render with minimal props without exploding', () => { - wrapper = shallow(); + wrapper = shallow().dive(1); expect(wrapper.length).toBe(1); }); @@ -34,8 +34,7 @@ describe('LineSmoothSlider', () => { handleLineSmoothChange: jest.fn(), defaultValue: 5, }; - wrapper = shallow(); - expect(wrapper.state('inputValue')).toBe(5); + wrapper = shallow().dive(1); const slider = wrapper.find('Slider').get(0); expect(slider.props.min).toBe(0); @@ -55,7 +54,7 @@ describe('LineSmoothSlider', () => { handleLineSmoothChange: jest.fn(), defaultValue: 5, }; - wrapper = shallow(); + wrapper = shallow().dive(1); const inputNumber = wrapper.find('[data-test-id="InputNumber"]'); inputNumber.simulate('change', 6); expect(props.handleLineSmoothChange).toHaveBeenCalledWith(6); @@ -69,7 +68,7 @@ describe('LineSmoothSlider', () => { handleLineSmoothChange: jest.fn(), defaultValue: 5, }; - wrapper = shallow(); + wrapper = shallow().dive(1); const slider = wrapper.find('Slider'); slider.simulate('change', 1); expect(props.handleLineSmoothChange).toHaveBeenCalledWith(1); diff --git a/mlflow/server/js/src/experiment-tracking/components/LineSmoothSlider.tsx b/mlflow/server/js/src/experiment-tracking/components/LineSmoothSlider.tsx index 76a6d2cb8d8d0..52ef8a31ac2e3 100644 --- a/mlflow/server/js/src/experiment-tracking/components/LineSmoothSlider.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/LineSmoothSlider.tsx @@ -1,27 +1,17 @@ -/** - * NOTE: this code file was automatically migrated to TypeScript using ts-migrate and - * may contain multiple `any` type annotations and `@ts-expect-error` directives. - * If possible, please improve types while making changes to this file. If the type - * annotations are already looking good, please remove this comment. - */ - import React from 'react'; import { Slider, InputNumber, Row, Col } from 'antd'; +import { WithDesignSystemThemeHoc, DesignSystemHocProps } from '@databricks/design-system'; type Props = { - min: number; - max: number; + min?: number; + max?: number; + step?: number; handleLineSmoothChange: (...args: any[]) => any; defaultValue: number; -}; - -type State = any; - -export class LineSmoothSlider extends React.Component { - state = { - inputValue: this.props.defaultValue, - }; + disabled?: boolean; +} & DesignSystemHocProps; +class LineSmoothSliderImpl extends React.Component { onChange = (value: any) => { if (Number.isNaN(value)) { return; @@ -33,26 +23,40 @@ export class LineSmoothSlider extends React.Component { }; render() { - const { min, max } = this.props; - const { inputValue } = this.state; + const { + min, + max, + step = 1, + disabled, + designSystemThemeApi: { theme }, + defaultValue, + } = this.props; + + // Until DuBois is under development, let's override default antd palette + const sliderColor = disabled ? theme.colors.actionDisabledText : theme.colors.primary; + return ( - + - + @@ -61,3 +65,5 @@ export class LineSmoothSlider extends React.Component { ); } } + +export const LineSmoothSlider = WithDesignSystemThemeHoc(LineSmoothSliderImpl); diff --git a/mlflow/server/js/src/experiment-tracking/components/MetricPage.test.tsx b/mlflow/server/js/src/experiment-tracking/components/MetricPage.test.tsx index 56329e4d9f5c1..c5f99a68f0c12 100644 --- a/mlflow/server/js/src/experiment-tracking/components/MetricPage.test.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/MetricPage.test.tsx @@ -9,7 +9,7 @@ import React from 'react'; import thunk from 'redux-thunk'; import promiseMiddleware from 'redux-promise-middleware'; import { Provider } from 'react-redux'; -import { MemoryRouter } from 'react-router-dom-v5-compat'; +import { MemoryRouter } from '../../common/utils/RoutingUtils'; import { mount } from 'enzyme'; import configureStore from 'redux-mock-store'; diff --git a/mlflow/server/js/src/experiment-tracking/components/MetricPage.tsx b/mlflow/server/js/src/experiment-tracking/components/MetricPage.tsx index 1c1bef0f4062a..d938886d56779 100644 --- a/mlflow/server/js/src/experiment-tracking/components/MetricPage.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/MetricPage.tsx @@ -16,6 +16,8 @@ import { getUUID } from '../../common/utils/ActionUtils'; import { PageContainer } from '../../common/components/PageContainer'; import { withRouterNext } from '../../common/utils/withRouterNext'; import type { WithRouterNextProps } from '../../common/utils/withRouterNext'; +import { withErrorBoundary } from '../../common/utils/withErrorBoundary'; +import ErrorUtils from '../../common/utils/ErrorUtils'; type MetricPageImplProps = { runUuids: string[]; @@ -99,4 +101,9 @@ const mapStateToProps = (state: any, ownProps: WithRouterNextProps<{ metricKey: }; }; -export const MetricPage = withRouterNext(connect(mapStateToProps)(MetricPageImpl)); +const MetricPageWithRouter = withRouterNext(connect(mapStateToProps)(MetricPageImpl)); + +export const MetricPage = withErrorBoundary( + ErrorUtils.mlflowServices.EXPERIMENTS, + MetricPageWithRouter, +); diff --git a/mlflow/server/js/src/experiment-tracking/components/MetricView.tsx b/mlflow/server/js/src/experiment-tracking/components/MetricView.tsx index 93d0e3829e8e8..2224b6e582b71 100644 --- a/mlflow/server/js/src/experiment-tracking/components/MetricView.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/MetricView.tsx @@ -13,8 +13,8 @@ import './MetricView.css'; import { Experiment } from '../sdk/MlflowMessages'; import { getExperiment, getRunInfo } from '../reducers/Reducers'; import MetricsPlotPanel from './MetricsPlotPanel'; -import { Link } from 'react-router-dom-v5-compat'; -import type { Location } from 'react-router-dom-v5-compat'; +import { Link } from '../../common/utils/RoutingUtils'; +import type { Location } from '../../common/utils/RoutingUtils'; import { PageHeader } from '../../shared/building_blocks/PageHeader'; import Routes from '../routes'; import { withRouterNext } from '../../common/utils/withRouterNext'; diff --git a/mlflow/server/js/src/experiment-tracking/components/MetricsPlotPanel.test.tsx b/mlflow/server/js/src/experiment-tracking/components/MetricsPlotPanel.test.tsx index 0d1116c8dae27..405e2afb27635 100644 --- a/mlflow/server/js/src/experiment-tracking/components/MetricsPlotPanel.test.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/MetricsPlotPanel.test.tsx @@ -6,7 +6,7 @@ */ import React from 'react'; -import { MemoryRouter } from 'react-router-dom-v5-compat'; +import { MemoryRouter } from '../../common/utils/RoutingUtils'; import { Provider } from 'react-redux'; import thunk from 'redux-thunk'; import configureStore from 'redux-mock-store'; diff --git a/mlflow/server/js/src/experiment-tracking/components/MetricsPlotPanel.tsx b/mlflow/server/js/src/experiment-tracking/components/MetricsPlotPanel.tsx index bbf57f459ba6d..f9ba8e58c9d6b 100644 --- a/mlflow/server/js/src/experiment-tracking/components/MetricsPlotPanel.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/MetricsPlotPanel.tsx @@ -28,7 +28,7 @@ import { getUUID } from '../../common/utils/ActionUtils'; import { saveAs } from 'file-saver'; import { Spinner } from '@databricks/design-system'; import { normalizeMetricsHistoryEntry } from '../utils/MetricsUtils'; -import type { Location, NavigateFunction } from 'react-router-dom-v5-compat'; +import type { Location, NavigateFunction } from '../../common/utils/RoutingUtils'; export const CHART_TYPE_LINE = 'line'; export const CHART_TYPE_BAR = 'bar'; diff --git a/mlflow/server/js/src/experiment-tracking/components/MetricsPlotView.tsx b/mlflow/server/js/src/experiment-tracking/components/MetricsPlotView.tsx index 8fc34eaa5ce5f..9ef482cb5e3da 100644 --- a/mlflow/server/js/src/experiment-tracking/components/MetricsPlotView.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/MetricsPlotView.tsx @@ -17,7 +17,7 @@ import { injectIntl } from 'react-intl'; const MAX_RUN_NAME_DISPLAY_LENGTH = 24; -const EMA = (mArray: any, smoothingWeight: any) => { +export const EMA = (mArray: any, smoothingWeight: any) => { // If all elements in the set of metric values are constant, or if // the degree of smoothing is set to the minimum value, return the // original set of metric values diff --git a/mlflow/server/js/src/experiment-tracking/components/MetricsSummaryTable.test.tsx b/mlflow/server/js/src/experiment-tracking/components/MetricsSummaryTable.test.tsx index 08d72ea29e5e7..a136c37808297 100644 --- a/mlflow/server/js/src/experiment-tracking/components/MetricsSummaryTable.test.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/MetricsSummaryTable.test.tsx @@ -7,7 +7,7 @@ import React from 'react'; import { Provider } from 'react-redux'; -import { MemoryRouter } from 'react-router-dom-v5-compat'; +import { MemoryRouter } from '../../common/utils/RoutingUtils'; import configureStore from 'redux-mock-store'; import thunk from 'redux-thunk'; import promiseMiddleware from 'redux-promise-middleware'; diff --git a/mlflow/server/js/src/experiment-tracking/components/MetricsSummaryTable.tsx b/mlflow/server/js/src/experiment-tracking/components/MetricsSummaryTable.tsx index 7cff6e0f8c4ed..70e45fa3a5634 100644 --- a/mlflow/server/js/src/experiment-tracking/components/MetricsSummaryTable.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/MetricsSummaryTable.tsx @@ -12,7 +12,7 @@ import { HtmlTableView } from './HtmlTableView'; import { getRunInfo } from '../reducers/Reducers'; import { getLatestMetrics, getMinMetrics, getMaxMetrics } from '../reducers/MetricReducer'; import Utils from '../../common/utils/Utils'; -import { Link } from 'react-router-dom-v5-compat'; +import { Link } from '../../common/utils/RoutingUtils'; import Routes from '../routes'; const maxTableHeight = 300; diff --git a/mlflow/server/js/src/experiment-tracking/components/PageNotFoundView.tsx b/mlflow/server/js/src/experiment-tracking/components/PageNotFoundView.tsx deleted file mode 100644 index bce46658a3ad7..0000000000000 --- a/mlflow/server/js/src/experiment-tracking/components/PageNotFoundView.tsx +++ /dev/null @@ -1,9 +0,0 @@ -import React, { Component } from 'react'; -import Routes from '../routes'; -import { ErrorView } from '../../common/components/ErrorView'; - -export class PageNotFoundView extends Component { - render() { - return ; - } -} diff --git a/mlflow/server/js/src/experiment-tracking/components/RunLinksPopover.test.tsx b/mlflow/server/js/src/experiment-tracking/components/RunLinksPopover.test.tsx index d59f467b4b4ec..16c9fd8b73e0e 100644 --- a/mlflow/server/js/src/experiment-tracking/components/RunLinksPopover.test.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/RunLinksPopover.test.tsx @@ -6,7 +6,7 @@ */ import React from 'react'; -import { MemoryRouter } from 'react-router-dom-v5-compat'; +import { MemoryRouter } from '../../common/utils/RoutingUtils'; import { shallow, mount } from 'enzyme'; import { RunLinksPopover } from './RunLinksPopover'; diff --git a/mlflow/server/js/src/experiment-tracking/components/RunLinksPopover.tsx b/mlflow/server/js/src/experiment-tracking/components/RunLinksPopover.tsx index e8dc51216c886..dff7b3bd29530 100644 --- a/mlflow/server/js/src/experiment-tracking/components/RunLinksPopover.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/RunLinksPopover.tsx @@ -6,7 +6,7 @@ */ import React from 'react'; -import { Link } from 'react-router-dom-v5-compat'; +import { Link } from '../../common/utils/RoutingUtils'; import Routes from '../routes'; import { IconButton } from '../../common/components/IconButton'; import Utils from '../../common/utils/Utils'; diff --git a/mlflow/server/js/src/experiment-tracking/components/RunPage.test.tsx b/mlflow/server/js/src/experiment-tracking/components/RunPage.test.tsx index e629338c8b53b..954b94e241a67 100644 --- a/mlflow/server/js/src/experiment-tracking/components/RunPage.test.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/RunPage.test.tsx @@ -11,7 +11,7 @@ import configureStore from 'redux-mock-store'; import thunk from 'redux-thunk'; import promiseMiddleware from 'redux-promise-middleware'; import { Provider } from 'react-redux'; -import { BrowserRouter } from 'react-router-dom-v5-compat'; +import { BrowserRouter } from '../../common/utils/RoutingUtils'; import { RunPage, RunPageImpl } from './RunPage'; import { ArtifactNode } from '../utils/ArtifactUtils'; import { mockModelVersionDetailed } from '../../model-registry/test-utils'; diff --git a/mlflow/server/js/src/experiment-tracking/components/RunPage.tsx b/mlflow/server/js/src/experiment-tracking/components/RunPage.tsx index ef2ba61538419..c30832482702b 100644 --- a/mlflow/server/js/src/experiment-tracking/components/RunPage.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/RunPage.tsx @@ -19,11 +19,12 @@ import { getUUID } from '../../common/utils/ActionUtils'; import { Spinner } from '../../common/components/Spinner'; import { PageContainer } from '../../common/components/PageContainer'; import { withRouterNext } from '../../common/utils/withRouterNext'; +import { withErrorBoundary } from '../../common/utils/withErrorBoundary'; +import ErrorUtils from '../../common/utils/ErrorUtils'; type RunPageImplProps = { runUuid: string; experimentId: string; - modelVersions?: any[]; getRunApi: (...args: any[]) => any; getExperimentApi: (...args: any[]) => any; searchModelVersionsApi: (...args: any[]) => any; @@ -36,7 +37,6 @@ export class RunPageImpl extends Component { getExperimentRequestId = getUUID(); searchModelVersionsRequestId = getUUID(); - setTagRequestId = getUUID(); componentDidMount() { @@ -72,7 +72,6 @@ export class RunPageImpl extends Component { Routes.getMetricPageRoute([this.props.runUuid], key, [this.props.experimentId]) } experimentId={this.props.experimentId} - modelVersions={this.props.modelVersions} handleSetRunTag={this.handleSetRunTag} /> ); @@ -96,12 +95,9 @@ export class RunPageImpl extends Component { const mapStateToProps = (state: any, ownProps: any) => { const { params } = ownProps; const { runUuid, experimentId } = params; - const { modelVersionsByRunUuid } = state.entities; - const modelVersions = modelVersionsByRunUuid ? modelVersionsByRunUuid[runUuid] : null; return { runUuid, experimentId, - modelVersions, // so that we re-render the component when the route changes key: runUuid + experimentId, }; @@ -114,4 +110,6 @@ const mapDispatchToProps = { setTagApi, }; -export const RunPage = withRouterNext(connect(mapStateToProps, mapDispatchToProps)(RunPageImpl)); +const RunPageWithRouter = withRouterNext(connect(mapStateToProps, mapDispatchToProps)(RunPageImpl)); + +export const RunPage = withErrorBoundary(ErrorUtils.mlflowServices.RUN_TRACKING, RunPageWithRouter); diff --git a/mlflow/server/js/src/experiment-tracking/components/RunView.test.tsx b/mlflow/server/js/src/experiment-tracking/components/RunView.test.tsx index 866936d88732e..da9bb50ee5ded 100644 --- a/mlflow/server/js/src/experiment-tracking/components/RunView.test.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/RunView.test.tsx @@ -7,7 +7,7 @@ import React from 'react'; import { Provider } from 'react-redux'; -import { BrowserRouter } from 'react-router-dom-v5-compat'; +import { BrowserRouter } from '../../common/utils/RoutingUtils'; import configureStore from 'redux-mock-store'; import thunk from 'redux-thunk'; import promiseMiddleware from 'redux-promise-middleware'; diff --git a/mlflow/server/js/src/experiment-tracking/components/RunView.tsx b/mlflow/server/js/src/experiment-tracking/components/RunView.tsx index 6dfbdfd21e0fe..4eed044eb995d 100644 --- a/mlflow/server/js/src/experiment-tracking/components/RunView.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/RunView.tsx @@ -17,7 +17,7 @@ import { import { connect } from 'react-redux'; import './RunView.css'; import { HtmlTableView } from './HtmlTableView'; -import { Link } from 'react-router-dom-v5-compat'; +import { Link } from '../../common/utils/RoutingUtils'; import Routes from '../routes'; import ArtifactPage from './ArtifactPage'; import { getLatestMetrics } from '../reducers/MetricReducer'; @@ -58,7 +58,6 @@ type RunViewImplProps = { handleSetRunTag: (...args: any[]) => any; setTagApi: (...args: any[]) => any; deleteTagApi: (...args: any[]) => any; - modelVersions?: any[]; intl: { formatMessage: (...args: any[]) => any; }; @@ -293,7 +292,6 @@ export class RunViewImpl extends Component { latestMetrics, datasets, getMetricPagePath, - modelVersions, notificationContextHolder, runName, experimentId, @@ -702,7 +700,7 @@ export class RunViewImpl extends Component { onChange={this.handleCollapseChange('artifacts')} data-test-id='run-artifacts-section' > - + {notificationContextHolder} diff --git a/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/LazyShowArtifactMapView.tsx b/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/LazyShowArtifactMapView.tsx index 2a79d0effd28b..b9614f0a077a0 100644 --- a/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/LazyShowArtifactMapView.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/LazyShowArtifactMapView.tsx @@ -6,14 +6,14 @@ */ import React from 'react'; -import { Skeleton } from '@databricks/design-system'; +import { LegacySkeleton } from '@databricks/design-system'; import { SectionErrorBoundary } from '../../../common/components/error-boundaries/SectionErrorBoundary'; const ShowArtifactMapView = React.lazy(() => import('./ShowArtifactMapView')); export const LazyShowArtifactMapView = (props: any) => ( - }> + }> diff --git a/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/LazyShowArtifactPdfView.tsx b/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/LazyShowArtifactPdfView.tsx index 37e3bec65cdd9..a243e2ef9002f 100644 --- a/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/LazyShowArtifactPdfView.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/LazyShowArtifactPdfView.tsx @@ -6,14 +6,14 @@ */ import React from 'react'; -import { Skeleton } from '@databricks/design-system'; +import { LegacySkeleton } from '@databricks/design-system'; import { SectionErrorBoundary } from '../../../common/components/error-boundaries/SectionErrorBoundary'; const ShowArtifactPdfView = React.lazy(() => import('./ShowArtifactPdfView')); export const LazyShowArtifactPdfView = (props: any) => ( - }> + }> diff --git a/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/LazyShowArtifactTableView.tsx b/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/LazyShowArtifactTableView.tsx index 8d7b1b4a7bb93..aeb0746b3fbca 100644 --- a/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/LazyShowArtifactTableView.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/LazyShowArtifactTableView.tsx @@ -6,14 +6,14 @@ */ import React from 'react'; -import { Skeleton } from '@databricks/design-system'; +import { LegacySkeleton } from '@databricks/design-system'; import { SectionErrorBoundary } from '../../../common/components/error-boundaries/SectionErrorBoundary'; const ShowArtifactTableView = React.lazy(() => import('./ShowArtifactTableView')); export const LazyShowArtifactTableView = (props: any) => ( - }> + }> diff --git a/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactHtmlView.tsx b/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactHtmlView.tsx index 2c83be8698788..b9b470c02c905 100644 --- a/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactHtmlView.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactHtmlView.tsx @@ -6,8 +6,7 @@ */ import React, { Component } from 'react'; -import { getSrc } from './ShowArtifactPage'; -import { getArtifactContent } from '../../../common/utils/ArtifactUtils'; +import { getArtifactContent, getArtifactLocationUrl } from '../../../common/utils/ArtifactUtils'; import './ShowArtifactHtmlView.css'; import Iframe from 'react-iframe'; @@ -15,6 +14,7 @@ type ShowArtifactHtmlViewState = { loading: boolean; error?: any; html: string; + path: string; }; type ShowArtifactHtmlViewProps = { @@ -37,6 +37,7 @@ class ShowArtifactHtmlView extends ComponentLoading...; } if (this.state.error) { @@ -86,14 +87,14 @@ class ShowArtifactHtmlView extends Component { - this.setState({ html: html, loading: false }); + this.setState({ html: html, loading: false, path: this.props.path }); }) .catch((error: Error) => { - this.setState({ error: error, loading: false }); + this.setState({ error: error, loading: false, path: this.props.path }); }); } } diff --git a/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactImageView.test.tsx b/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactImageView.test.tsx index 9b6234e8bcb43..30615c5113a15 100644 --- a/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactImageView.test.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactImageView.test.tsx @@ -39,7 +39,9 @@ describe('ShowArtifactImageView', () => { test('should fetch image as an XHR', (done) => { const getArtifact = jest.fn().mockImplementation(() => Promise.resolve(new ArrayBuffer(8))); wrapper = mount(); - expect(getArtifact).toBeCalledWith('get-artifact?path=fakePath&run_uuid=fakeUuid'); + expect(getArtifact).toBeCalledWith( + expect.stringMatching(/get-artifact\?path=fakePath&run_uuid=fakeUuid/), + ); setImmediate(() => { wrapper.update(); diff --git a/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactImageView.tsx b/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactImageView.tsx index 776f7d0af0a5a..3f1c4310c4e69 100644 --- a/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactImageView.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactImageView.tsx @@ -6,10 +6,12 @@ */ import React, { useState, useEffect, useContext } from 'react'; -import { getSrc } from './ShowArtifactPage'; import { Image } from 'antd'; -import { DesignSystemContext, Skeleton } from '@databricks/design-system'; -import { getArtifactBytesContent } from '../../../common/utils/ArtifactUtils'; +import { DesignSystemContext, LegacySkeleton } from '@databricks/design-system'; +import { + getArtifactBytesContent, + getArtifactLocationUrl, +} from '../../../common/utils/ArtifactUtils'; type Props = { runUuid: string; @@ -29,7 +31,7 @@ const ShowArtifactImageView = ({ runUuid, path, getArtifact = getArtifactBytesCo // Download image contents using XHR so all necessary // HTTP headers will be automatically added - getArtifact(getSrc(path, runUuid)).then((result: any) => { + getArtifact(getArtifactLocationUrl(path, runUuid)).then((result: any) => { const options = path.toLowerCase().endsWith('.svg') ? { type: 'image/svg+xml' } : undefined; // @ts-expect-error TS(2345): Argument of type 'string' is not assignable to par... Remove this comment to see the full error message setImageUrl(URL.createObjectURL(new Blob([new Uint8Array(result)], options))); @@ -39,7 +41,7 @@ const ShowArtifactImageView = ({ runUuid, path, getArtifact = getArtifactBytesCo return (
    - {isLoading && } + {isLoading && }
    {path} { /** Fetches artifacts and updates component state with the result */ fetchLoggedModelMetadata() { - const modelFileLocation = getSrc(`${this.props.path}/${MLMODEL_FILE_NAME}`, this.props.runUuid); + const modelFileLocation = getArtifactLocationUrl( + `${this.props.path}/${MLMODEL_FILE_NAME}`, + this.props.runUuid, + ); this.props .getArtifact(modelFileLocation) .then((response: any) => { const parsedJson = yaml.load(response); if (parsedJson.signature) { + const inputs = Array.isArray(parsedJson.signature.inputs) + ? parsedJson.signature.inputs + : JSON.parse(parsedJson.signature.inputs || '[]'); + + const outputs = Array.isArray(parsedJson.signature.outputs) + ? parsedJson.signature.outputs + : JSON.parse(parsedJson.signature.outputs || '[]'); + this.setState({ - inputs: JSON.parse(parsedJson.signature.inputs || '[]'), - outputs: JSON.parse(parsedJson.signature.outputs || '[]'), + inputs, + outputs, }); } else { this.setState({ inputs: '', outputs: '' }); diff --git a/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactMapView.tsx b/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactMapView.tsx index 3386547126bb6..b4f1f216df346 100644 --- a/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactMapView.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactMapView.tsx @@ -6,8 +6,7 @@ */ import React, { Component } from 'react'; -import { getSrc } from './ShowArtifactPage'; -import { getArtifactContent } from '../../../common/utils/ArtifactUtils'; +import { getArtifactContent, getArtifactLocationUrl } from '../../../common/utils/ArtifactUtils'; import './ShowArtifactMapView.css'; import 'leaflet/dist/leaflet.css'; import L from 'leaflet'; @@ -137,7 +136,7 @@ class ShowArtifactMapView extends Component { /** Fetches artifacts and updates component state with the result */ fetchArtifacts() { - const artifactLocation = getSrc(this.props.path, this.props.runUuid); + const artifactLocation = getArtifactLocationUrl(this.props.path, this.props.runUuid); this.props .getArtifact(artifactLocation) .then((rawFeatures: any) => { diff --git a/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactPage.tsx b/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactPage.tsx index 71c54c972783d..7ce10516f7a58 100644 --- a/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactPage.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactPage.tsx @@ -159,13 +159,4 @@ const getFileTooLargeView = () => { ); }; -export const getSrc = (path: any, runUuid: any) => { - // @ts-expect-error TS(4111): Property 'HOSTED_PATH' comes from an index signatu... Remove this comment to see the full error message - const basePath = process.env.HOSTED_PATH || ''; - const endpointPath = 'get-artifact'; - return `${basePath}${endpointPath}?path=${encodeURIComponent(path)}&run_uuid=${encodeURIComponent( - runUuid, - )}`; -}; - export default ShowArtifactPage; diff --git a/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactPdfView.tsx b/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactPdfView.tsx index 1c109b0ae0010..a8ed76bc51b51 100644 --- a/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactPdfView.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactPdfView.tsx @@ -6,11 +6,13 @@ */ import React, { Component } from 'react'; -import { getSrc } from './ShowArtifactPage'; // @ts-expect-error TS(7016): Could not find a declaration file for module 'reac... Remove this comment to see the full error message import { Document, Page, pdfjs } from 'react-pdf'; import { Pagination, Spinner } from '@databricks/design-system'; -import { getArtifactBytesContent } from '../../../common/utils/ArtifactUtils'; +import { + getArtifactBytesContent, + getArtifactLocationUrl, +} from '../../../common/utils/ArtifactUtils'; import './ShowArtifactPdfView.css'; import Utils from '../../../common/utils/Utils'; import { ErrorWrapper } from '../../../common/utils/ErrorWrapper'; @@ -44,7 +46,7 @@ class ShowArtifactPdfView extends Component { /** Fetches artifacts and updates component state with the result */ fetchPdf() { - const artifactLocation = getSrc(this.props.path, this.props.runUuid); + const artifactLocation = getArtifactLocationUrl(this.props.path, this.props.runUuid); this.props .getArtifact(artifactLocation) .then((artifactPdfData: any) => { diff --git a/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactTableView.tsx b/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactTableView.tsx index 6cc1af0e03f28..b4d546b0d6617 100644 --- a/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactTableView.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactTableView.tsx @@ -6,8 +6,7 @@ */ import React, { useEffect, useState } from 'react'; -import { getSrc } from './ShowArtifactPage'; -import { getArtifactContent } from '../../../common/utils/ArtifactUtils'; +import { getArtifactContent, getArtifactLocationUrl } from '../../../common/utils/ArtifactUtils'; import { LegacyTable } from '@databricks/design-system'; import { FormattedMessage } from 'react-intl'; // @ts-expect-error TS(7016): Could not find a declaration file for module 'papa... Remove this comment to see the full error message @@ -50,7 +49,7 @@ const ShowArtifactTableView = ({ runUuid, path, getArtifact }: Props) => { } function fetchArtifacts(artifactData: any) { - const artifactLocation = getSrc(artifactData.path, artifactData.runUuid); + const artifactLocation = getArtifactLocationUrl(artifactData.path, artifactData.runUuid); artifactData .getArtifact(artifactLocation) .then((artifactText: any) => { diff --git a/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactTextView.tsx b/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactTextView.tsx index 3bc65ec6acdca..bcfdcbcbe24df 100644 --- a/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactTextView.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/artifact-view-components/ShowArtifactTextView.tsx @@ -6,11 +6,10 @@ */ import React, { Component } from 'react'; -import { getSrc } from './ShowArtifactPage'; import { Prism as SyntaxHighlighter } from 'react-syntax-highlighter'; import { coy as style } from 'react-syntax-highlighter/dist/cjs/styles/prism'; import { getLanguage } from '../../../common/utils/FileUtils'; -import { getArtifactContent } from '../../../common/utils/ArtifactUtils'; +import { getArtifactContent, getArtifactLocationUrl } from '../../../common/utils/ArtifactUtils'; import './ShowArtifactTextView.css'; const LARGE_ARTIFACT_SIZE = 100 * 1024; @@ -103,7 +102,7 @@ class ShowArtifactTextView extends Component { /** Fetches artifacts and updates component state with the result */ fetchArtifacts() { this.setState({ loading: true }); - const artifactLocation = getSrc(this.props.path, this.props.runUuid); + const artifactLocation = getArtifactLocationUrl(this.props.path, this.props.runUuid); this.props .getArtifact(artifactLocation) .then((text: any) => { diff --git a/mlflow/server/js/src/experiment-tracking/components/evaluation-artifacts-compare/CreateNotebookRunModal.tsx b/mlflow/server/js/src/experiment-tracking/components/evaluation-artifacts-compare/CreateNotebookRunModal.tsx new file mode 100644 index 0000000000000..f030ae3ed7ed3 --- /dev/null +++ b/mlflow/server/js/src/experiment-tracking/components/evaluation-artifacts-compare/CreateNotebookRunModal.tsx @@ -0,0 +1,182 @@ +import { + Button, + CopyIcon, + Input, + Modal, + TabPane, + Tabs, + Typography, + useDesignSystemTheme, +} from '@databricks/design-system'; +import { FormattedMessage } from 'react-intl'; +import { CodeSnippet } from '@databricks/web-shared/snippet'; +import { CopyButton } from '../../../shared/building_blocks/CopyButton'; + +type Props = { + isOpen: boolean; + closeModal: () => void; + experimentId: string; +}; + +export const CreateNotebookRunModal = ({ + isOpen, + closeModal, + experimentId, +}: Props): JSX.Element => { + const { theme } = useDesignSystemTheme(); + + const classical_ml_text = ` + import mlflow + from sklearn.model_selection import train_test_split + from sklearn.datasets import load_diabetes + import RandomForestRegressor + + # set the experiment id + mlflow.set_experiment(experiment_id="${experimentId}") + + mlflow.autolog() + db = load_diabetes() + + X_train, X_test, y_train, y_test = train_test_split(db.data, db.target) + + # Create and train models. + rf = RandomForestRegressor(n_estimators=100, max_depth=6, max_features=3) + rf.fit(X_train, y_train) + + # Use the model to make predictions on the test dataset. + predictions = rf.predict(X_test) + `; + + const llm_text = ` + import mlflow + import openai + + # you must set the OPENAI_API_KEY environment variable + assert "OPENAI_API_KEY" in os.environ, "Please set the OPENAI_API_KEY environment variable." + + # set the experiment id + mlflow.set_experiment(experiment_id="${experimentId}") + + system_prompt = "The following is a conversation with an AI assistant. The assistant is helpful and very friendly." + + # start a run + mlflow.start_run() + mlflow.log_param("system_prompt", system_prompt) + + # Create a question answering model using prompt engineering with OpenAI. Log the model + # to MLflow Tracking + logged_model = mlflow.openai.log_model( + model="gpt-3.5-turbo", + task=openai.ChatCompletion, + artifact_path="model", + messages=[ + {"role": "system", "content": system_prompt}, + {"role": "user", "content": "{question}"}, + ], + ) + + # Evaluate the model on some example questions + questions = pd.DataFrame( + { + "question": [ + "How do you create a run with MLflow?", + "How do you log a model with MLflow?", + "What is the capital of France?", + ] + } + ) + mlflow.evaluate( + model=logged_model.model_uri, + model_type="question-answering", + data=questions, + ) + mlflow.end_run() + `; + + return ( + + +
    + } + title={ +
    + + + + + Run this code snippet in a Databricks notebook or locally, to create an experiment run + +
    + } + > + + + } + key='classical-ml' + > + + } /> +
    + } + > + {classical_ml_text} + + + } + key='llm' + > + + } /> + + } + > + {llm_text} + + + + + ); +}; + +const styles = { + formItem: { marginBottom: 16 }, +}; diff --git a/mlflow/server/js/src/experiment-tracking/components/evaluation-artifacts-compare/EvaluationArtifactCompare.utils.ts b/mlflow/server/js/src/experiment-tracking/components/evaluation-artifacts-compare/EvaluationArtifactCompare.utils.ts index 3d88091e2f577..29b9de4bf9623 100644 --- a/mlflow/server/js/src/experiment-tracking/components/evaluation-artifacts-compare/EvaluationArtifactCompare.utils.ts +++ b/mlflow/server/js/src/experiment-tracking/components/evaluation-artifacts-compare/EvaluationArtifactCompare.utils.ts @@ -1,15 +1,27 @@ import { shouldEnableExperimentDatasetTracking } from '../../../common/utils/FeatureUtils'; -export const EVALUATION_ARTIFACTS_TEXT_COLUMN_WIDTH = 240; +export const EVALUATION_ARTIFACTS_TEXT_COLUMN_WIDTH = { + // Default width of "group by" columns + initialWidthGroupBy: 200, + // Default width of "compare" (output) columns + initialWidthOutput: 360, + maxWidth: 500, + minWidth: 140, +}; export const EVALUATION_ARTIFACTS_RUN_NAME_HEIGHT = 40; export const EVALUATION_ARTIFACTS_TABLE_ROW_HEIGHT = 190; -const EVALUATION_ARTIFACTS_TABLE_HEADER_HEIGHT_WITH_DATASETS = 110; -const EVALUATION_ARTIFACTS_TABLE_HEADER_HEIGHT_NO_DATASETS = 75; - -export const getEvaluationArtifactsTableHeaderHeight = () => { - if (shouldEnableExperimentDatasetTracking()) { - return EVALUATION_ARTIFACTS_TABLE_HEADER_HEIGHT_WITH_DATASETS; +export const getEvaluationArtifactsTableHeaderHeight = ( + isExpanded = false, + includePlaceForMetadata = false, +) => { + // If there is no metadata displayed at all, prepare + // 40 px for group header plus 40 px for the run name + if (!includePlaceForMetadata) { + return 80; } - return EVALUATION_ARTIFACTS_TABLE_HEADER_HEIGHT_NO_DATASETS; + + // If there's a metadata to be displayed, base the resulting height + // on the header expansion. Pixel values according to designs. + return 40 + (isExpanded ? 175 : 62); }; diff --git a/mlflow/server/js/src/experiment-tracking/components/evaluation-artifacts-compare/EvaluationArtifactCompareView.test.tsx b/mlflow/server/js/src/experiment-tracking/components/evaluation-artifacts-compare/EvaluationArtifactCompareView.test.tsx index ad2be0f6bff15..67ea4c649d58b 100644 --- a/mlflow/server/js/src/experiment-tracking/components/evaluation-artifacts-compare/EvaluationArtifactCompareView.test.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/evaluation-artifacts-compare/EvaluationArtifactCompareView.test.tsx @@ -4,142 +4,203 @@ import { EvaluationArtifactCompareView } from './EvaluationArtifactCompareView'; import configureStore from 'redux-mock-store'; import { RunRowType } from '../experiment-page/utils/experimentPage.row-types'; import { SearchExperimentRunsViewState } from '../experiment-page/models/SearchExperimentRunsViewState'; -import { mountWithIntl } from '../../../common/utils/TestUtils'; +import { renderWithIntl, act, within, screen } from '../../../common/utils/TestUtils'; import { getEvaluationTableArtifact } from '../../actions'; -import { MLFLOW_LOGGED_ARTIFACTS_TAG } from '../../constants'; -import { act } from 'react-dom/test-utils'; import { - EvaluationArtifactCompareTable, - EvaluationArtifactCompareTableProps, -} from './components/EvaluationArtifactCompareTable'; + MLFLOW_LOGGED_ARTIFACTS_TAG, + MLFLOW_RUN_SOURCE_TYPE_TAG, + MLflowRunSourceType, +} from '../../constants'; +import { EvaluationArtifactCompareTableProps } from './components/EvaluationArtifactCompareTable'; +import thunk from 'redux-thunk'; +import promiseMiddleware from 'redux-promise-middleware'; +import userEvent from '@testing-library/user-event'; +import { useState } from 'react'; jest.mock('../../actions', () => ({ - getEvaluationTableArtifact: jest.fn().mockReturnValue({ type: 'GETEVALUATIONTABLEARTIFACT' }), + getEvaluationTableArtifact: jest + .fn() + .mockReturnValue({ type: 'GETEVALUATIONTABLEARTIFACT', payload: Promise.resolve() }), +})); +jest.mock('../../actions/ModelGatewayActions', () => ({ + searchModelGatewayRoutesApi: jest + .fn() + .mockReturnValue({ type: 'SEARCHMODELGATEWAYROUTESAPI', payload: Promise.resolve() }), })); jest.mock('./components/EvaluationArtifactCompareTable', () => ({ - EvaluationArtifactCompareTable: () =>
    , + EvaluationArtifactCompareTable: ({ + visibleRuns, + resultList, + groupByColumns, + onCellClick, + }: EvaluationArtifactCompareTableProps) => ( +
    + {/* Render a super simple but functional variant of results table */} + {resultList.map((result) => ( +
    + {groupByColumns.map((groupByCol) => ( +
    + {result.groupByCellValues[groupByCol]} +
    + ))} + {visibleRuns.map(({ runUuid }) => ( + + ))} +
    + ))} +
    + ), })); -describe('EvaluationArtifactCompareView', () => { - const mountTestComponent = ({ - comparedRuns = [ - { - runUuid: 'run_a', - tags: { - [MLFLOW_LOGGED_ARTIFACTS_TAG]: { - key: MLFLOW_LOGGED_ARTIFACTS_TAG, - value: '[{"path":"/table.json","type":"table"}]', - }, - }, +const SAMPLE_COMPARED_RUNS: RunRowType[] = [ + { + runUuid: 'run_a', + tags: { + [MLFLOW_LOGGED_ARTIFACTS_TAG]: { + key: MLFLOW_LOGGED_ARTIFACTS_TAG, + value: '[{"path":"/table.json","type":"table"}]', }, - { - runUuid: 'run_b', - tags: { - [MLFLOW_LOGGED_ARTIFACTS_TAG]: { - key: MLFLOW_LOGGED_ARTIFACTS_TAG, - value: '[{"path":"/table.json","type":"table"}]', - }, - }, + }, + }, + { + runUuid: 'run_b', + tags: { + [MLFLOW_LOGGED_ARTIFACTS_TAG]: { + key: MLFLOW_LOGGED_ARTIFACTS_TAG, + value: '[{"path":"/table.json","type":"table"}]', }, - ] as any, - mockState = { - evaluationArtifactsByRunUuid: { - run_a: { - '/table.json': { - columns: ['col_group', 'col_output'], - path: '/table.json', - entries: [ - { col_group: 'question_1', col_output: 'answer_1_run_a' }, - { col_group: 'question_2', col_output: 'answer_2_run_a' }, - ], - }, - }, - run_b: { - '/table.json': { - columns: ['col_group', 'col_output'], - path: '/table.json', - entries: [ - { col_group: 'question_1', col_output: 'answer_1_run_b' }, - { col_group: 'question_2', col_output: 'answer_2_run_b' }, - ], - }, - }, + }, + }, + { + runUuid: 'run_c', + tags: { + [MLFLOW_LOGGED_ARTIFACTS_TAG]: { + key: MLFLOW_LOGGED_ARTIFACTS_TAG, + value: '[{"path":"/table_c.json","type":"table"}]', + }, + }, + }, +] as any; + +const SAMPLE_STATE = { + evaluationArtifactsBeingUploaded: {}, + evaluationArtifactsByRunUuid: { + run_a: { + '/table.json': { + columns: ['col_group', 'col_output'], + path: '/table.json', + entries: [ + { col_group: 'question_1', col_output: 'answer_1_run_a' }, + { col_group: 'question_2', col_output: 'answer_2_run_a' }, + ], + }, + }, + run_b: { + '/table.json': { + columns: ['col_group', 'col_output'], + path: '/table.json', + entries: [ + { col_group: 'question_1', col_output: 'answer_1_run_b' }, + { col_group: 'question_2', col_output: 'answer_2_run_b' }, + ], }, - evaluationArtifactsErrorByRunUuid: {}, - evaluationArtifactsLoadingByRunUuid: {}, }, + run_c: { + '/table_c.json': { + columns: ['col_group', 'col_output'], + path: '/table_c.json', + entries: [ + { col_group: 'question_1', col_output: 'answer_1_run_c' }, + { col_group: 'question_2', col_output: 'answer_2_run_c' }, + ], + }, + }, + }, + + evaluationDraftInputValues: [], + evaluationPendingDataByRunUuid: {}, + evaluationPendingDataLoadingByRunUuid: {}, + evaluationArtifactsErrorByRunUuid: {}, + evaluationArtifactsLoadingByRunUuid: {}, +}; + +describe('EvaluationArtifactCompareView', () => { + const mountTestComponent = ({ + comparedRuns = SAMPLE_COMPARED_RUNS, + mockState = SAMPLE_STATE, viewState = new SearchExperimentRunsViewState(), }: { viewState?: SearchExperimentRunsViewState; mockState?: EvaluationDataReduxState; comparedRuns?: RunRowType[]; } = {}) => { - const mockStore = configureStore()({ evaluationData: mockState }); + const mockStore = configureStore([thunk, promiseMiddleware()])({ + evaluationData: mockState, + modelGateway: {}, + }); const updateSearchFacetsMock = jest.fn(); const updateViewStateMock = jest.fn(); - const wrapper = mountWithIntl( - - {}} - /> - , - ); - return { updateSearchFacetsMock, updateViewStateMock, wrapper }; + let setVisibleRunsFn: React.Dispatch>; + const TestComponent = () => { + const [visibleRuns, setVisibleRuns] = useState(comparedRuns); + setVisibleRunsFn = setVisibleRuns; + return ( + + {}} + /> + + ); + }; + const renderResult = renderWithIntl(); + return { + updateSearchFacetsMock, + updateViewStateMock, + renderResult, + setVisibleRuns: (runs: RunRowType[]) => setVisibleRunsFn(runs), + }; }; - const openCombobox = (element: any) => + const openCombobox = (element: HTMLElement) => act(async () => { - element.simulate('click', { button: 0, ctrlKey: false }); - }); - - beforeAll(() => { - // Polyfill missing objects, should be fixed globally later - global.DOMRect = { - fromRect: () => ({ - top: 0, - left: 0, - bottom: 0, - right: 0, - width: 0, - height: 0, - x: 0, - y: 0, - toJSON: () => {}, - }), - } as any; - global.ResizeObserver = class ResizeObserver { - constructor(cb: any) { - (this as any).cb = cb; - } - observe() {} - unobserve() {} - disconnect() {} - }; - }); + userEvent.click(element); + }); - test('checks if the fetch artifact is properly called for common tables', async () => { - const { wrapper } = mountTestComponent(); + test('checks if the initial tables are properly fetched', async () => { + mountTestComponent(); - await openCombobox(wrapper.find("button[data-testid='dropdown-tables']")); - wrapper.update(); + expect(getEvaluationTableArtifact).toBeCalledWith('run_a', '/table.json', false); + expect(getEvaluationTableArtifact).toBeCalledWith('run_b', '/table.json', false); + }); + test('checks if the newly selected table is being fetched', async () => { + const { renderResult } = mountTestComponent(); - const tableOption = wrapper - .find("div[data-testid='dropdown-tables-option']") - .filterWhere((node: any) => node.text().includes('/table.json')); + await act(async () => { + userEvent.click(renderResult.getByTestId('dropdown-tables')); + }); - tableOption.simulate('click'); + await act(async () => { + userEvent.click(within(screen.getByRole('listbox')).getByLabelText('/table_c.json')); + }); - expect(getEvaluationTableArtifact).toBeCalledWith('run_a', '/table.json', false); - expect(getEvaluationTableArtifact).toBeCalledWith('run_b', '/table.json', false); + expect(getEvaluationTableArtifact).toBeCalledWith('run_c', '/table_c.json', false); }); test('checks if the fetch artifact is properly called for differing tables', async () => { - const { wrapper } = mountTestComponent({ + const { renderResult } = mountTestComponent({ comparedRuns: [ { runUuid: 'run_a', @@ -162,14 +223,13 @@ describe('EvaluationArtifactCompareView', () => { ] as any, }); - await openCombobox(wrapper.find("button[data-testid='dropdown-tables']")); - wrapper.update(); - - const tableOption = wrapper - .find("div[data-testid='dropdown-tables-option']") - .filterWhere((node: any) => node.text().includes('/table_a.json')); + await act(async () => { + userEvent.click(renderResult.getByTestId('dropdown-tables')); + }); - tableOption.simulate('click'); + await act(async () => { + userEvent.click(within(screen.getByRole('listbox')).getByLabelText('/table_a.json')); + }); expect(getEvaluationTableArtifact).toBeCalledWith('run_a', '/table_a.json', false); expect(getEvaluationTableArtifact).not.toBeCalledWith('run_a', '/table_b.json', false); @@ -178,42 +238,271 @@ describe('EvaluationArtifactCompareView', () => { }); test('checks if the table component receives proper result set based on the store data and selected table', async () => { - const { wrapper } = mountTestComponent(); - - await openCombobox(wrapper.find("button[data-testid='dropdown-tables']")); - wrapper.update(); - - const tableOption = wrapper - .find("div[data-testid='dropdown-tables-option']") - .filterWhere((node: any) => node.text().includes('/table.json')); - - tableOption.simulate('click'); - - const tableProps: EvaluationArtifactCompareTableProps = wrapper - .find(EvaluationArtifactCompareTable) - .props(); - expect(tableProps.comparedRuns).toEqual( - expect.arrayContaining([ - expect.objectContaining({ runUuid: 'run_a' }), - expect.objectContaining({ runUuid: 'run_b' }), - ]), - ); - - expect(tableProps.groupByColumns).toEqual(['col_group']); - - expect(tableProps.resultList).toEqual( - expect.arrayContaining([ - expect.objectContaining({ - key: 'question_1', - groupByCellValues: { col_group: 'question_1' }, - cellValues: { run_a: 'answer_1_run_a', run_b: 'answer_1_run_b' }, - }), - expect.objectContaining({ - key: 'question_2', - groupByCellValues: { col_group: 'question_2' }, - cellValues: { run_a: 'answer_2_run_a', run_b: 'answer_2_run_b' }, - }), - ]), - ); + mountTestComponent(); + + // Check if the table "group by" column cells were properly populated + expect( + screen.getByText('question_1', { selector: '[data-testid="group-by-cell"]' }), + ).toBeInTheDocument(); + expect( + screen.getByText('question_2', { selector: '[data-testid="group-by-cell"]' }), + ).toBeInTheDocument(); + + // Check if the table output cells were properly populated + [ + 'row question_1, run run_a, result answer_1_run_a', + 'row question_1, run run_b, result answer_1_run_b', + 'row question_1, run run_c, result (empty)', + 'row question_2, run run_a, result answer_2_run_a', + 'row question_2, run run_b, result answer_2_run_b', + 'row question_2, run run_c, result (empty)', + ].forEach((cellText) => { + expect(screen.getByText(cellText, { selector: 'button' })).toBeInTheDocument(); + }); + + expect.assertions(8); + }); + + test('checks if the preview sidebar renders proper details', async () => { + const { renderResult } = mountTestComponent({ + viewState: Object.assign(new SearchExperimentRunsViewState(), { previewPaneVisible: true }), + }); + + const previewSidebar = renderResult.getByTestId('preview-sidebar-content'); + expect(previewSidebar).toHaveTextContent(/Select a cell to display preview/); + + const run_a_question_1 = renderResult.getByTestId('result-run_a-question_1'); + const run_b_question_2 = renderResult.getByTestId('result-run_b-question_2'); + + userEvent.click(run_a_question_1); + expect(previewSidebar).toHaveTextContent(/answer_1_run_a/); + + userEvent.click(run_b_question_2); + expect(previewSidebar).toHaveTextContent(/answer_2_run_b/); + }); + + test('checks if the component initializes with proper "group by" and "output" columns when evaluating prompt engineering artifacts', async () => { + mountTestComponent({ + mockState: { + ...SAMPLE_STATE, + evaluationArtifactsByRunUuid: { + run_a: { + '/table_a.json': { + columns: ['input_a', 'input_b', 'output'], + path: '/table_a.json', + entries: [], + }, + }, + run_b: { + '/table_b.json': { + columns: ['input_b', 'output'], + path: '/table_b.json', + entries: [], + }, + }, + }, + }, + comparedRuns: [ + { + runUuid: 'run_a', + params: [ + { key: 'prompt_template', value: 'prompt template with {{input_a}} and {{input_b}}' }, + ], + tags: { + [MLFLOW_RUN_SOURCE_TYPE_TAG]: { + key: MLFLOW_RUN_SOURCE_TYPE_TAG, + value: MLflowRunSourceType.PROMPT_ENGINEERING, + }, + [MLFLOW_LOGGED_ARTIFACTS_TAG]: { + key: MLFLOW_LOGGED_ARTIFACTS_TAG, + value: '[{"path":"/table_a.json","type":"table"}]', + }, + }, + }, + { + runUuid: 'run_b', + params: [{ key: 'prompt_template', value: 'prompt template with {{input_c}}' }], + tags: { + [MLFLOW_RUN_SOURCE_TYPE_TAG]: { + key: MLFLOW_RUN_SOURCE_TYPE_TAG, + value: MLflowRunSourceType.PROMPT_ENGINEERING, + }, + [MLFLOW_LOGGED_ARTIFACTS_TAG]: { + key: MLFLOW_LOGGED_ARTIFACTS_TAG, + value: '[{"path":"/table_b.json","type":"table"}]', + }, + }, + hidden: true, + }, + ] as any, + }); + + await act(async () => { + userEvent.click(screen.getByLabelText('Select "group by" columns')); + }); + + expect(within(screen.getByRole('listbox')).getByLabelText('input_a')).toBeChecked(); + expect(within(screen.getByRole('listbox')).getByLabelText('input_b')).toBeChecked(); + + expect( + screen.getByRole('combobox', { + name: 'Dialog Combobox, selected option: output', + }), + ).toBeInTheDocument(); + }); + + test('checks if component behaves correctly if user deselects all "group by" columns', async () => { + mountTestComponent({ + mockState: { + ...SAMPLE_STATE, + evaluationArtifactsByRunUuid: { + run_a: { + '/table_a.json': { + columns: ['input_a', 'input_b', 'output'], + path: '/table_a.json', + entries: [], + }, + }, + run_b: { + '/table_b.json': { + columns: ['input_b', 'output'], + path: '/table_b.json', + entries: [], + }, + }, + }, + }, + comparedRuns: [ + { + runUuid: 'run_a', + params: [ + { key: 'prompt_template', value: 'prompt template with {{input_a}} and {{input_b}}' }, + ], + tags: { + [MLFLOW_RUN_SOURCE_TYPE_TAG]: { + key: MLFLOW_RUN_SOURCE_TYPE_TAG, + value: MLflowRunSourceType.PROMPT_ENGINEERING, + }, + [MLFLOW_LOGGED_ARTIFACTS_TAG]: { + key: MLFLOW_LOGGED_ARTIFACTS_TAG, + value: '[{"path":"/table_a.json","type":"table"}]', + }, + }, + }, + { + runUuid: 'run_b', + params: [{ key: 'prompt_template', value: 'prompt template with {{input_c}}' }], + tags: { + [MLFLOW_RUN_SOURCE_TYPE_TAG]: { + key: MLFLOW_RUN_SOURCE_TYPE_TAG, + value: MLflowRunSourceType.PROMPT_ENGINEERING, + }, + [MLFLOW_LOGGED_ARTIFACTS_TAG]: { + key: MLFLOW_LOGGED_ARTIFACTS_TAG, + value: '[{"path":"/table_b.json","type":"table"}]', + }, + }, + hidden: true, + }, + ] as any, + }); + + await act(async () => { + userEvent.click(screen.getByLabelText('Select "group by" columns')); + }); + + // Expect two "group by" columns to be initially selected + expect(within(screen.getByRole('listbox')).getByLabelText('input_a')).toBeChecked(); + expect(within(screen.getByRole('listbox')).getByLabelText('input_b')).toBeChecked(); + + expect(screen.queryByText('No group by columns selected')).not.toBeInTheDocument(); + + // Deselect both columns + await act(async () => { + userEvent.click(within(screen.getByRole('listbox')).getByLabelText('input_a')); + userEvent.click(within(screen.getByRole('listbox')).getByLabelText('input_b')); + }); + + // Expect proper message to appear + expect(screen.getByText('No group by columns selected')).toBeInTheDocument(); + }); + + test('checks if the component automatically re-selects "group by" columns when changing visible prompt engineering runs', async () => { + const comparedRuns = [ + { + runUuid: 'run_a', + params: [ + { key: 'prompt_template', value: 'prompt template with {{input_a}} and {{input_b}}' }, + ], + tags: { + [MLFLOW_RUN_SOURCE_TYPE_TAG]: { + key: MLFLOW_RUN_SOURCE_TYPE_TAG, + value: MLflowRunSourceType.PROMPT_ENGINEERING, + }, + [MLFLOW_LOGGED_ARTIFACTS_TAG]: { + key: MLFLOW_LOGGED_ARTIFACTS_TAG, + value: '[{"path":"/eval_results_table.json","type":"table"}]', + }, + }, + hidden: true, + }, + { + runUuid: 'run_b', + params: [{ key: 'prompt_template', value: 'prompt template with {{input_b}}' }], + tags: { + [MLFLOW_RUN_SOURCE_TYPE_TAG]: { + key: MLFLOW_RUN_SOURCE_TYPE_TAG, + value: MLflowRunSourceType.PROMPT_ENGINEERING, + }, + [MLFLOW_LOGGED_ARTIFACTS_TAG]: { + key: MLFLOW_LOGGED_ARTIFACTS_TAG, + value: '[{"path":"/eval_results_table.json","type":"table"}]', + }, + }, + }, + ]; + const { setVisibleRuns } = mountTestComponent({ + mockState: { + ...SAMPLE_STATE, + evaluationArtifactsByRunUuid: { + run_a: { + '/eval_results_table.json': { + columns: ['input_a', 'input_b', 'output'], + path: '/eval_results_table.json', + entries: [], + }, + }, + run_b: { + '/eval_results_table.json': { + columns: ['input_b', 'output'], + path: '/eval_results_table.json', + entries: [], + }, + }, + }, + }, + comparedRuns: comparedRuns as any, + }); + + await act(async () => { + userEvent.click(screen.getByLabelText('Select "group by" columns')); + }); + + expect(within(screen.getByRole('listbox')).queryByLabelText('input_a')).not.toBeInTheDocument(); + expect(within(screen.getByRole('listbox')).getByLabelText('input_b')).toBeChecked(); + + expect( + screen.getByRole('combobox', { + name: 'Dialog Combobox, selected option: output', + }), + ).toBeInTheDocument(); + + // Unhide all runs + await act(async () => { + setVisibleRuns(comparedRuns.map((run) => ({ ...run, hidden: false })) as any); + }); + + expect(within(screen.getByRole('listbox')).getByLabelText('input_a')).toBeChecked(); + expect(within(screen.getByRole('listbox')).getByLabelText('input_b')).toBeChecked(); }); }); diff --git a/mlflow/server/js/src/experiment-tracking/components/evaluation-artifacts-compare/EvaluationArtifactCompareView.tsx b/mlflow/server/js/src/experiment-tracking/components/evaluation-artifacts-compare/EvaluationArtifactCompareView.tsx index fd879c68a0880..2cb0c13d9a8ca 100644 --- a/mlflow/server/js/src/experiment-tracking/components/evaluation-artifacts-compare/EvaluationArtifactCompareView.tsx +++ b/mlflow/server/js/src/experiment-tracking/components/evaluation-artifacts-compare/EvaluationArtifactCompareView.tsx @@ -10,7 +10,7 @@ import { InfoIcon, Input, SearchIcon, - Skeleton, + LegacySkeleton, Spinner, ToggleButton, Tooltip, @@ -31,15 +31,26 @@ import type { UpdateExperimentSearchFacetsFn, UpdateExperimentViewStateFn, } from '../../types'; -import { getEvaluationTableArtifact } from '../../actions'; import { FormattedMessage, useIntl } from 'react-intl'; import { PreviewSidebar } from '../../../common/components/PreviewSidebar'; import { useEvaluationArtifactViewState } from './hooks/useEvaluationArtifactViewState'; +import { useEvaluationArtifactWriteBack } from './hooks/useEvaluationArtifactWriteBack'; +import { PromptEngineeringContextProvider } from './contexts/PromptEngineeringContext'; +import { ReduxState, ThunkDispatch } from '../../../redux-types'; +import { getEvaluationTableArtifact } from '../../actions'; +import Utils from '../../../common/utils/Utils'; +import { + DEFAULT_PROMPTLAB_OUTPUT_COLUMN, + canEvaluateOnRun, + extractRequiredInputParamsForRun, +} from '../prompt-engineering/PromptEngineering.utils'; +import { searchModelGatewayRoutesApi } from '../../actions/ModelGatewayActions'; +import { shouldEnablePromptLab } from 'common/utils/FeatureUtils'; const MAX_RUNS_TO_COMPARE = 10; interface EvaluationArtifactCompareViewProps { - visibleRuns: RunRowType[]; + comparedRuns: RunRowType[]; viewState: SearchExperimentRunsViewState; updateViewState: UpdateExperimentViewStateFn; updateSearchFacets: UpdateExperimentSearchFacetsFn; @@ -50,7 +61,7 @@ interface EvaluationArtifactCompareViewProps { * Compares the table data contained in experiment run artifacts. */ export const EvaluationArtifactCompareView = ({ - visibleRuns, + comparedRuns, updateSearchFacets, onDatasetSelected, viewState, @@ -59,24 +70,36 @@ export const EvaluationArtifactCompareView = ({ const intl = useIntl(); const { theme } = useDesignSystemTheme(); - const comparedRuns = visibleRuns.slice(0, MAX_RUNS_TO_COMPARE); + const visibleRuns = useMemo( + () => comparedRuns.filter(({ hidden }) => !hidden).slice(0, MAX_RUNS_TO_COMPARE), + [comparedRuns], + ); const { selectedTables, groupByCols, outputColumn, - intersectingOnly, setSelectedTables, setGroupByCols, setOutputColumn, - setIntersectingOnly, } = useEvaluationArtifactViewState(viewState, updateViewState); const [showSearchSpinner, setShowSearchSpinner] = useState(false); const [filter, setFilter] = useState(''); const [debouncedFilter, setDebouncedFilter] = useState(''); + const [userDeselectedAllColumns, setUserDeselectedAllColumns] = useState(false); + + const { isSyncingArtifacts, EvaluationSyncStatusElement } = useEvaluationArtifactWriteBack(); + + const dispatch = useDispatch(); - const dispatch = useDispatch(); + useEffect(() => { + if (shouldEnablePromptLab()) { + dispatch(searchModelGatewayRoutesApi()).catch((e) => { + Utils.logErrorAndNotifyUser(e?.message || e); + }); + } + }, [dispatch]); const handleTableToggle = useCallback( (value: string) => @@ -93,58 +116,89 @@ export const EvaluationArtifactCompareView = ({ const handleGroupByToggle = useCallback( (value: string) => setGroupByCols((currentValue) => { - if (currentValue.includes(value)) { - return currentValue.filter((item) => item !== value); - } else { - return [...currentValue, value]; - } + const newValues = currentValue.includes(value) + ? currentValue.filter((item) => item !== value) + : [...currentValue, value].sort(); + setUserDeselectedAllColumns(newValues.length === 0); + return newValues; }), [setGroupByCols], ); - const comparedRunsUuids = useMemo( - () => comparedRuns.map(({ runUuid }) => runUuid), - [comparedRuns], - ); + const visibleRunsUuids = useMemo(() => visibleRuns.map(({ runUuid }) => runUuid), [visibleRuns]); - const evaluationArtifactsByRunUuid = useSelector( - ({ evaluationData }: { evaluationData: EvaluationDataReduxState }) => - evaluationData.evaluationArtifactsByRunUuid, - ); + const { + evaluationArtifactsByRunUuid, + evaluationPendingDataByRunUuid, + evaluationDraftInputValues, + } = useSelector(({ evaluationData }: ReduxState) => evaluationData); + + const { tables, tablesByRun } = useEvaluationArtifactTables(visibleRuns); - const { tables, tablesByRun } = useEvaluationArtifactTables(comparedRuns); + // Select the first table by default + useEffect(() => { + if (tables.length > 0 && selectedTables.length === 0) { + setSelectedTables([tables[0]]); + } + }, [tables, setSelectedTables, selectedTables.length]); - const isLoading = useSelector( - ({ evaluationData }: { evaluationData: EvaluationDataReduxState }) => { - return comparedRunsUuids.some((uuid) => + const isLoading = useSelector(({ evaluationData, modelGateway }: ReduxState) => { + return ( + modelGateway.modelGatewayRoutesLoading || + visibleRunsUuids.some((uuid) => selectedTables.some( (table) => evaluationData.evaluationArtifactsLoadingByRunUuid[uuid]?.[table], ), - ); - }, - ); + ) + ); + }); const { columns } = useEvaluationArtifactColumns( evaluationArtifactsByRunUuid, - comparedRunsUuids, + visibleRunsUuids, selectedTables, ); const tableRows = useEvaluationArtifactTableData( evaluationArtifactsByRunUuid, - comparedRunsUuids, + evaluationPendingDataByRunUuid, + evaluationDraftInputValues, + visibleRunsUuids, selectedTables, groupByCols, outputColumn, - intersectingOnly, ); + // Try to extract all existing prompt input fields from prompt engineering runs, if there are any. + // Return "null" otherwise. + const promptLabInputVariableNames = useMemo(() => { + const promptEngineeringRuns = visibleRuns.filter(canEvaluateOnRun); + const allInputNames = promptEngineeringRuns.map(extractRequiredInputParamsForRun).flat(); + if (!allInputNames.length) { + return null; + } + + // Remove duplicates + const distinctInputNames = Array.from(new Set(allInputNames)); + + // Ensure that detected input names are included in the available columns + return distinctInputNames.filter((inputName) => columns.includes(inputName)); + }, [visibleRuns, columns]); + + // If we've changed the visible run set and all of them originate from prompt engineering, + // reset the columns so they will be recalculated again + useEffect(() => { + if (visibleRuns.every(canEvaluateOnRun)) { + setGroupByCols([]); + } + }, [setGroupByCols, visibleRuns]); + // For every run, load its selected tables useEffect(() => { if (!selectedTables.length) { return; } - for (const run of comparedRuns) { + for (const run of visibleRuns) { if (!run) { continue; } @@ -152,14 +206,16 @@ export const EvaluationArtifactCompareView = ({ selectedTables.includes(table), ); for (const table of tablesToFetch) { - dispatch(getEvaluationTableArtifact(run.runUuid, table, false)); + dispatch(getEvaluationTableArtifact(run.runUuid, table, false)).catch((e) => { + Utils.logErrorAndNotifyUser(e.message || e); + }); } } - }, [comparedRuns, dispatch, selectedTables, tablesByRun]); + }, [visibleRuns, dispatch, selectedTables, tablesByRun]); // Table is ready to use if it's loaded, at least one table and at least one run is selected const areTablesSelected = selectedTables.length > 0; - const areRunsSelected = comparedRuns.length > 0; + const areRunsSelected = visibleRuns.length > 0; const isViewConfigured = !isLoading && areTablesSelected && areRunsSelected; const filteredRows = useMemo(() => { @@ -172,33 +228,62 @@ export const EvaluationArtifactCompareView = ({ ); }, [tableRows, debouncedFilter]); - const handleHideRun = (runUuid: string) => - updateSearchFacets((existingFacets) => ({ - ...existingFacets, - runsHidden: [...existingFacets.runsHidden, runUuid], - })); + const handleHideRun = useCallback( + (runUuid: string) => + updateSearchFacets((existingFacets) => ({ + ...existingFacets, + runsHidden: [...existingFacets.runsHidden, runUuid], + })), + [updateSearchFacets], + ); // Make sure that there's at least one "group by" column selected useEffect(() => { + if (isLoading || userDeselectedAllColumns) { + return; + } const noColumnsSelected = groupByCols.length < 1; const columnNotAvailableAnymore = groupByCols.some((column) => !columns.includes(column)); - const firstAvailableColumn = columns[0]; + const firstColumn = columns[0]; + + // If prompt engineering prompt inputs are detected, take them as a candidate for initial "group by" columns. + // If not, use the first valid column found. + const groupByColumnCandidates = + promptLabInputVariableNames || (firstColumn ? [firstColumn] : null); - if ((noColumnsSelected || columnNotAvailableAnymore) && firstAvailableColumn) { - setGroupByCols([firstAvailableColumn]); + if ((noColumnsSelected || columnNotAvailableAnymore) && groupByColumnCandidates) { + setGroupByCols(groupByColumnCandidates.sort()); } - }, [groupByCols, outputColumn, columns, setGroupByCols]); + }, [ + isLoading, + userDeselectedAllColumns, + groupByCols, + outputColumn, + columns, + setGroupByCols, + promptLabInputVariableNames, + ]); + + // Remove MLFLOW_ columns from the list of groupby columns since they are for metadata only + const availableGroupByColumns = useMemo( + () => columns.filter((col) => !col.startsWith('MLFLOW_')), + [columns], + ); // All columns that are not used for grouping can be used as output (compare) column + // Remove MLFLOW_ columns from the list of output columns const availableOutputColumns = useMemo( - () => columns.filter((col) => !groupByCols.includes(col)), + () => columns.filter((col) => !groupByCols.includes(col) && !col.startsWith('MLFLOW_')), [columns, groupByCols], ); // If the current output column have been selected as "group by", change it to the other available one useEffect(() => { if (groupByCols.includes(outputColumn) || !outputColumn) { - setOutputColumn(availableOutputColumns[0] || ''); + const nextColumnCandidate = availableOutputColumns.includes(DEFAULT_PROMPTLAB_OUTPUT_COLUMN) + ? DEFAULT_PROMPTLAB_OUTPUT_COLUMN + : availableOutputColumns[0]; + setOutputColumn(nextColumnCandidate || ''); } }, [groupByCols, outputColumn, availableOutputColumns, setOutputColumn]); @@ -217,7 +302,10 @@ export const EvaluationArtifactCompareView = ({ // If the current output column is not available anymore, change it to the other available one useEffect(() => { if (!availableOutputColumns.includes(outputColumn)) { - setOutputColumn(availableOutputColumns[0] || ''); + const nextColumnCandidate = availableOutputColumns.includes(DEFAULT_PROMPTLAB_OUTPUT_COLUMN) + ? DEFAULT_PROMPTLAB_OUTPUT_COLUMN + : availableOutputColumns[0]; + setOutputColumn(nextColumnCandidate || ''); } }, [outputColumn, availableOutputColumns, setOutputColumn]); @@ -228,29 +316,30 @@ export const EvaluationArtifactCompareView = ({ } }, [selectedTables, tables, setSelectedTables]); - // Disable intersection mode when changing compared runs - useEffect(() => { - setIntersectingOnly(false); - }, [comparedRuns, setIntersectingOnly]); - const [sidebarPreviewData, setSidebarPreviewData] = useState<{ value: string; header: string; } | null>(null); - const handleCellClicked = (value: string, header: string) => { - setSidebarPreviewData({ value, header }); - updateViewState({ previewPaneVisible: true }); - }; + const handleCellClicked = useCallback( + (value: string, header: string) => { + setSidebarPreviewData({ value, header }); + updateViewState({ previewPaneVisible: true }); + }, + [updateViewState], + ); return (
    @@ -263,6 +352,7 @@ export const EvaluationArtifactCompareView = ({ gridTemplateRows: 'auto auto 1fr', overflow: 'hidden', rowGap: theme.spacing.sm, + backgroundColor: theme.colors.backgroundSecondary, }} >
    setSelectedTables([])} + disabled={isSyncingArtifacts} /> @@ -317,7 +408,7 @@ export const EvaluationArtifactCompareView = ({
    {isLoading ? ( - + ) : ( <>
    - {columns.map((columnName) => ( + {availableGroupByColumns.map((columnName) => ( @@ -408,54 +500,42 @@ export const EvaluationArtifactCompareView = ({ - {/* Disabling this for now, as it's not working as expected and we need to sync with OSS */} - {false && ( - - } - > - - - - - )}
    - {isViewConfigured ? ( + {isViewConfigured && !userDeselectedAllColumns ? (
    - + + +
    ) : (
    + ) : areRunsSelected ? ( + ) : areRunsSelected ? (
    )} + {EvaluationSyncStatusElement} )}
    @@ -491,6 +577,7 @@ export const EvaluationArtifactCompareView = ({ content={sidebarPreviewData?.value} copyText={sidebarPreviewData?.value} headerText={sidebarPreviewData?.header} + onClose={() => updateViewState({ previewPaneVisible: false })} empty={ void; +}) => { + const { parameterDefinitions } = usePromptEvaluationParameters(); + const { theme } = useDesignSystemTheme(); + return ( + <> + {parameterDefinitions.map((parameterDef) => ( +
    + <> + + + } placement='right'> + + + + + {parameterDef.name === 'temperature' && ( + updateParameter(parameterDef.name, value)} + /> + )} + {parameterDef.type === 'input' && ( + updateParameter(parameterDef.name, parseInt(e.target.value, 10))} + /> + )} + {parameterDef.type === 'list' && ( +
    - + MLflow - + {Version}
    - Experiments
    - - + Models - +

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