diff --git a/libs/langchain/langchain/chains/flare/base.py b/libs/langchain/langchain/chains/flare/base.py index caf64fe77aa40..b3799dd33cf32 100644 --- a/libs/langchain/langchain/chains/flare/base.py +++ b/libs/langchain/langchain/chains/flare/base.py @@ -3,7 +3,6 @@ import re from typing import Any, Dict, List, Optional, Sequence, Tuple -import numpy as np from langchain_core.callbacks import ( CallbackManagerForChainRun, ) @@ -57,6 +56,12 @@ def _low_confidence_spans( min_token_gap: int, num_pad_tokens: int, ) -> List[str]: + try: + import numpy as np + except ImportError as e: + raise ImportError( + "Could not import numpy," "please install with `pip install numpy`." + ) from e _low_idx = np.where(np.exp(log_probs) < min_prob)[0] low_idx = [i for i in _low_idx if re.search(r"\w", tokens[i])] if len(low_idx) == 0: diff --git a/libs/langchain/langchain/chains/hyde/base.py b/libs/langchain/langchain/chains/hyde/base.py index f48ca4db6b63e..bb8a9d2dca458 100644 --- a/libs/langchain/langchain/chains/hyde/base.py +++ b/libs/langchain/langchain/chains/hyde/base.py @@ -7,7 +7,6 @@ from typing import Any, Dict, List, Optional -import numpy as np from langchain_core.callbacks import CallbackManagerForChainRun from langchain_core.embeddings import Embeddings from langchain_core.language_models import BaseLanguageModel @@ -54,6 +53,12 @@ def embed_documents(self, texts: List[str]) -> List[List[float]]: def combine_embeddings(self, embeddings: List[List[float]]) -> List[float]: """Combine embeddings into final embeddings.""" + try: + import numpy as np + except ImportError as e: + raise ImportError( + "Could not import numpy," "please install with `pip install numpy`." + ) from e return list(np.array(embeddings).mean(axis=0)) def embed_query(self, text: str) -> List[float]: diff --git a/libs/langchain/langchain/evaluation/embedding_distance/base.py b/libs/langchain/langchain/evaluation/embedding_distance/base.py index 569838841cd04..365aec330e11d 100644 --- a/libs/langchain/langchain/evaluation/embedding_distance/base.py +++ b/libs/langchain/langchain/evaluation/embedding_distance/base.py @@ -3,7 +3,6 @@ from enum import Enum from typing import Any, Dict, List, Optional -import numpy as np from langchain_core.callbacks.manager import ( AsyncCallbackManagerForChainRun, CallbackManagerForChainRun, @@ -18,6 +17,17 @@ from langchain.schema import RUN_KEY +def _import_numpy() -> Any: + try: + import numpy as np + + return np + except ImportError as e: + raise ImportError( + "Could not import numpy," "please install with `pip install numpy`." + ) from e + + def _embedding_factory() -> Embeddings: """Create an Embeddings object. Returns: @@ -154,7 +164,7 @@ def _get_metric(self, metric: EmbeddingDistance) -> Any: raise ValueError(f"Invalid metric: {metric}") @staticmethod - def _cosine_distance(a: np.ndarray, b: np.ndarray) -> np.ndarray: + def _cosine_distance(a: Any, b: Any) -> Any: """Compute the cosine distance between two vectors. Args: @@ -175,7 +185,7 @@ def _cosine_distance(a: np.ndarray, b: np.ndarray) -> np.ndarray: return 1.0 - cosine_similarity(a, b) @staticmethod - def _euclidean_distance(a: np.ndarray, b: np.ndarray) -> np.floating: + def _euclidean_distance(a: Any, b: Any) -> Any: """Compute the Euclidean distance between two vectors. Args: @@ -185,10 +195,11 @@ def _euclidean_distance(a: np.ndarray, b: np.ndarray) -> np.floating: Returns: np.floating: The Euclidean distance. """ + np = _import_numpy() return np.linalg.norm(a - b) @staticmethod - def _manhattan_distance(a: np.ndarray, b: np.ndarray) -> np.floating: + def _manhattan_distance(a: Any, b: Any) -> Any: """Compute the Manhattan distance between two vectors. Args: @@ -198,10 +209,11 @@ def _manhattan_distance(a: np.ndarray, b: np.ndarray) -> np.floating: Returns: np.floating: The Manhattan distance. """ + np = _import_numpy() return np.sum(np.abs(a - b)) @staticmethod - def _chebyshev_distance(a: np.ndarray, b: np.ndarray) -> np.floating: + def _chebyshev_distance(a: Any, b: Any) -> Any: """Compute the Chebyshev distance between two vectors. Args: @@ -211,10 +223,11 @@ def _chebyshev_distance(a: np.ndarray, b: np.ndarray) -> np.floating: Returns: np.floating: The Chebyshev distance. """ + np = _import_numpy() return np.max(np.abs(a - b)) @staticmethod - def _hamming_distance(a: np.ndarray, b: np.ndarray) -> np.floating: + def _hamming_distance(a: Any, b: Any) -> Any: """Compute the Hamming distance between two vectors. Args: @@ -224,9 +237,10 @@ def _hamming_distance(a: np.ndarray, b: np.ndarray) -> np.floating: Returns: np.floating: The Hamming distance. """ + np = _import_numpy() return np.mean(a != b) - def _compute_score(self, vectors: np.ndarray) -> float: + def _compute_score(self, vectors: Any) -> float: """Compute the score based on the distance metric. Args: @@ -288,6 +302,7 @@ def _call( Returns: Dict[str, Any]: The computed score. """ + np = _import_numpy() vectors = np.array( self.embeddings.embed_documents([inputs["prediction"], inputs["reference"]]) ) @@ -309,6 +324,7 @@ async def _acall( Returns: Dict[str, Any]: The computed score. """ + np = _import_numpy() embedded = await self.embeddings.aembed_documents( [inputs["prediction"], inputs["reference"]] ) @@ -425,6 +441,7 @@ def _call( Returns: Dict[str, Any]: The computed score. """ + np = _import_numpy() vectors = np.array( self.embeddings.embed_documents( [inputs["prediction"], inputs["prediction_b"]] @@ -448,6 +465,7 @@ async def _acall( Returns: Dict[str, Any]: The computed score. """ + np = _import_numpy() embedded = await self.embeddings.aembed_documents( [inputs["prediction"], inputs["prediction_b"]] ) diff --git a/libs/langchain/langchain/retrievers/document_compressors/embeddings_filter.py b/libs/langchain/langchain/retrievers/document_compressors/embeddings_filter.py index f7acd800ac1d6..db949555ccebc 100644 --- a/libs/langchain/langchain/retrievers/document_compressors/embeddings_filter.py +++ b/libs/langchain/langchain/retrievers/document_compressors/embeddings_filter.py @@ -1,6 +1,5 @@ from typing import Callable, Dict, Optional, Sequence -import numpy as np from langchain_core.callbacks.manager import Callbacks from langchain_core.documents import Document from langchain_core.embeddings import Embeddings @@ -69,6 +68,13 @@ def compress_documents( "To use please install langchain-community " "with `pip install langchain-community`." ) + + try: + import numpy as np + except ImportError as e: + raise ImportError( + "Could not import numpy," "please install with `pip install numpy`." + ) from e stateful_documents = get_stateful_documents(documents) embedded_documents = _get_embeddings_from_stateful_docs( self.embeddings, stateful_documents @@ -104,6 +110,13 @@ async def acompress_documents( "To use please install langchain-community " "with `pip install langchain-community`." ) + + try: + import numpy as np + except ImportError as e: + raise ImportError( + "Could not import numpy," "please install with `pip install numpy`." + ) from e stateful_documents = get_stateful_documents(documents) embedded_documents = await _aget_embeddings_from_stateful_docs( self.embeddings, stateful_documents diff --git a/libs/langchain/poetry.lock b/libs/langchain/poetry.lock index 154ae27fa58cc..4e951c9fe47d3 100644 --- a/libs/langchain/poetry.lock +++ b/libs/langchain/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. 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"tests/integration_tests/examples/non-utf8-encoding.py",] +exclude = ["tests/integration_tests/examples/non-utf8-encoding.py"] [tool.mypy] ignore_missing_imports = "True" disallow_untyped_defs = "True" -exclude = [ "notebooks", "examples", "example_data",] +exclude = ["notebooks", "examples", "example_data"] [tool.codespell] skip = ".git,*.pdf,*.svg,*.pdf,*.yaml,*.ipynb,poetry.lock,*.min.js,*.css,package-lock.json,example_data,_dist,examples,*.trig" @@ -42,25 +42,26 @@ requests = "^2" PyYAML = ">=5.3" aiohttp = "^3.8.3" tenacity = ">=8.1.0,!=8.4.0,<10" -[[tool.poetry.dependencies.numpy]] -version = ">=1.22.4,<2" -python = "<3.12" - -[[tool.poetry.dependencies.numpy]] -version = ">=1.26.2,<3" -python = ">=3.12" [tool.ruff.lint] -select = [ "E", "F", "I", "T201",] +select = ["E", "F", "I", "T201"] [tool.coverage.run] -omit = [ "tests/*",] +omit = ["tests/*"] [tool.pytest.ini_options] addopts = "--strict-markers --strict-config --durations=5 --snapshot-warn-unused -vv" -markers = [ "requires: mark tests as requiring a specific library", "scheduled: mark tests to run in scheduled testing", "compile: mark placeholder test used to compile integration tests without running them",] +markers = [ + "requires: mark tests as requiring a specific library", + "scheduled: mark tests to run in scheduled testing", + "compile: mark placeholder test used to compile integration tests without running them", +] asyncio_mode = "auto" -filterwarnings = [ "ignore::langchain_core._api.beta_decorator.LangChainBetaWarning", "ignore::langchain_core._api.deprecation.LangChainDeprecationWarning:tests", "ignore::langchain_core._api.deprecation.LangChainPendingDeprecationWarning:tests",] +filterwarnings = [ + "ignore::langchain_core._api.beta_decorator.LangChainBetaWarning", + "ignore::langchain_core._api.deprecation.LangChainDeprecationWarning:tests", + "ignore::langchain_core._api.deprecation.LangChainPendingDeprecationWarning:tests", +] [tool.poetry.dependencies.async-timeout] version = "^4.0.0" @@ -138,11 +139,29 @@ types-pytz = "^2023.3.0.0" types-chardet = "^5.0.4.6" mypy-protobuf = "^3.0.0" + +[[tool.poetry.group.typing.dependencies.numpy]] +version = ">=1.22.4,<2" +python = "<3.12" + +[[tool.poetry.group.typing.dependencies.numpy]] +version = ">=1.26.2,<3" +python = ">=3.12" + [tool.poetry.group.dev.dependencies] jupyter = "^1.0.0" playwright = "^1.28.0" setuptools = "^67.6.1" + +[[tool.poetry.group.test.dependencies.numpy]] +version = ">=1.22.4,<2" +python = "<3.12" + +[[tool.poetry.group.test.dependencies.numpy]] +version = ">=1.26.2,<3" +python = ">=3.12" + [tool.poetry.group.test.dependencies.langchain-tests] path = "../standard-tests" develop = true diff --git a/libs/langchain/tests/unit_tests/test_dependencies.py b/libs/langchain/tests/unit_tests/test_dependencies.py index 285daa620173f..7f5dd8d4e255d 100644 --- a/libs/langchain/tests/unit_tests/test_dependencies.py +++ b/libs/langchain/tests/unit_tests/test_dependencies.py @@ -46,7 +46,6 @@ def test_required_dependencies(poetry_conf: Mapping[str, Any]) -> None: "langchain-core", "langchain-text-splitters", "langsmith", - "numpy", "pydantic", "python", "requests", @@ -97,5 +96,6 @@ def test_test_group_dependencies(poetry_conf: Mapping[str, Any]) -> None: "requests-mock", # TODO: temporary hack since cffi 1.17.1 doesn't work with py 3.9. "cffi", + "numpy", ] )