From d781560722374e2aa538d47288205f02521d8862 Mon Sep 17 00:00:00 2001 From: Eugene Yurtsev Date: Mon, 29 Apr 2024 10:11:21 -0400 Subject: [PATCH] cli[minor]: Add ipynb support, add text_splitters (#20963) --- libs/cli/langchain_cli/namespaces/migrate.py | 0 .../namespaces/migrate/codemods/__init__.py | 30 +- .../migrations/community_to_core.json | 110 + ...unity.json => langchain_to_community.json} | 644 -- .../migrations/langchain_to_core.json | 2126 ++++++ .../langchain_to_langchain_core.json | 5694 ----------------- .../langchain_to_text_splitters.json | 82 + .../migrate/codemods/replace_imports.py | 160 +- .../namespaces/migrate/generate/generic.py | 71 +- .../langchain_cli/namespaces/migrate/main.py | 148 +- libs/cli/scripts/generate_migrations.py | 9 +- .../generate/test_langchain_migration.py | 78 +- .../migrate/test_replace_imports.py | 11 +- 13 files changed, 2635 insertions(+), 6528 deletions(-) delete mode 100644 libs/cli/langchain_cli/namespaces/migrate.py create mode 100644 libs/cli/langchain_cli/namespaces/migrate/codemods/migrations/community_to_core.json rename libs/cli/langchain_cli/namespaces/migrate/codemods/migrations/{langchain_to_langchain_community.json => langchain_to_community.json} (92%) create mode 100644 libs/cli/langchain_cli/namespaces/migrate/codemods/migrations/langchain_to_core.json delete mode 100644 libs/cli/langchain_cli/namespaces/migrate/codemods/migrations/langchain_to_langchain_core.json create mode 100644 libs/cli/langchain_cli/namespaces/migrate/codemods/migrations/langchain_to_text_splitters.json diff --git a/libs/cli/langchain_cli/namespaces/migrate.py b/libs/cli/langchain_cli/namespaces/migrate.py deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/libs/cli/langchain_cli/namespaces/migrate/codemods/__init__.py b/libs/cli/langchain_cli/namespaces/migrate/codemods/__init__.py index 32e6cfa85c..151bd81696 100644 --- a/libs/cli/langchain_cli/namespaces/migrate/codemods/__init__.py +++ b/libs/cli/langchain_cli/namespaces/migrate/codemods/__init__.py @@ -5,21 +5,41 @@ from libcst.codemod import ContextAwareTransformer from libcst.codemod.visitors import AddImportsVisitor, RemoveImportsVisitor from langchain_cli.namespaces.migrate.codemods.replace_imports import ( - ReplaceImportsCodemod, + generate_import_replacer, ) class Rule(str, Enum): - R001 = "R001" - """Replace imports that have been moved.""" + langchain_to_community = "langchain_to_community" + """Replace deprecated langchain imports with current ones in community.""" + langchain_to_core = "langchain_to_core" + """Replace deprecated langchain imports with current ones in core.""" + langchain_to_text_splitters = "langchain_to_text_splitters" + """Replace deprecated langchain imports with current ones in text splitters.""" + community_to_core = "community_to_core" + """Replace deprecated community imports with current ones in core.""" + community_to_partner = "community_to_partner" + """Replace deprecated community imports with current ones in partner.""" def gather_codemods(disabled: List[Rule]) -> List[Type[ContextAwareTransformer]]: + """Gather codemods based on the disabled rules.""" codemods: List[Type[ContextAwareTransformer]] = [] - if Rule.R001 not in disabled: - codemods.append(ReplaceImportsCodemod) + # Import rules + import_rules = { + Rule.langchain_to_community, + Rule.langchain_to_core, + Rule.community_to_core, + Rule.community_to_partner, + Rule.langchain_to_text_splitters, + } + # Find active import rules + active_import_rules = import_rules - set(disabled) + + if active_import_rules: + codemods.append(generate_import_replacer(active_import_rules)) # Those codemods need to be the last ones. codemods.extend([RemoveImportsVisitor, AddImportsVisitor]) return codemods diff --git a/libs/cli/langchain_cli/namespaces/migrate/codemods/migrations/community_to_core.json b/libs/cli/langchain_cli/namespaces/migrate/codemods/migrations/community_to_core.json new file mode 100644 index 0000000000..d2e96f6ae2 --- /dev/null +++ b/libs/cli/langchain_cli/namespaces/migrate/codemods/migrations/community_to_core.json @@ -0,0 +1,110 @@ +[ + [ + "langchain_community.callbacks.tracers.ConsoleCallbackHandler", + "langchain_core.tracers.ConsoleCallbackHandler" + ], + [ + "langchain_community.callbacks.tracers.FunctionCallbackHandler", + "langchain_core.tracers.stdout.FunctionCallbackHandler" + ], + [ + "langchain_community.callbacks.tracers.LangChainTracer", + "langchain_core.tracers.LangChainTracer" + ], + [ + "langchain_community.callbacks.tracers.LangChainTracerV1", + "langchain_core.tracers.langchain_v1.LangChainTracerV1" + ], + [ + "langchain_community.docstore.document.Document", + "langchain_core.documents.Document" + ], + [ + "langchain_community.document_loaders.Blob", + "langchain_core.document_loaders.Blob" + ], + [ + "langchain_community.document_loaders.BlobLoader", + "langchain_core.document_loaders.BlobLoader" + ], + [ + "langchain_community.document_loaders.base.BaseBlobParser", + "langchain_core.document_loaders.BaseBlobParser" + ], + [ + "langchain_community.document_loaders.base.BaseLoader", + "langchain_core.document_loaders.BaseLoader" + ], + [ + "langchain_community.document_loaders.blob_loaders.Blob", + "langchain_core.document_loaders.Blob" + ], + [ + "langchain_community.document_loaders.blob_loaders.BlobLoader", + "langchain_core.document_loaders.BlobLoader" + ], + [ + "langchain_community.document_loaders.blob_loaders.schema.Blob", + "langchain_core.document_loaders.Blob" + ], + [ + "langchain_community.document_loaders.blob_loaders.schema.BlobLoader", + "langchain_core.document_loaders.BlobLoader" + ], + [ + "langchain_community.tools.BaseTool", + "langchain_core.tools.BaseTool" + ], + [ + "langchain_community.tools.StructuredTool", + "langchain_core.tools.StructuredTool" + ], + [ + "langchain_community.tools.Tool", + "langchain_core.tools.Tool" + ], + [ + "langchain_community.tools.format_tool_to_openai_function", + "langchain_core.utils.function_calling.format_tool_to_openai_function" + ], + [ + "langchain_community.tools.tool", + "langchain_core.tools.tool" + ], + [ + "langchain_community.tools.convert_to_openai.format_tool_to_openai_function", + "langchain_core.utils.function_calling.format_tool_to_openai_function" + ], + [ + "langchain_community.tools.convert_to_openai.format_tool_to_openai_tool", + "langchain_core.utils.function_calling.format_tool_to_openai_tool" + ], + [ + "langchain_community.tools.render.format_tool_to_openai_function", + "langchain_core.utils.function_calling.format_tool_to_openai_function" + ], + [ + "langchain_community.tools.render.format_tool_to_openai_tool", + "langchain_core.utils.function_calling.format_tool_to_openai_tool" + ], + [ + "langchain_community.utils.openai_functions.FunctionDescription", + "langchain_core.utils.function_calling.FunctionDescription" + ], + [ + "langchain_community.utils.openai_functions.ToolDescription", + "langchain_core.utils.function_calling.ToolDescription" + ], + [ + "langchain_community.utils.openai_functions.convert_pydantic_to_openai_function", + "langchain_core.utils.function_calling.convert_pydantic_to_openai_function" + ], + [ + "langchain_community.utils.openai_functions.convert_pydantic_to_openai_tool", + "langchain_core.utils.function_calling.convert_pydantic_to_openai_tool" + ], + [ + "langchain_community.vectorstores.VectorStore", + "langchain_core.vectorstores.VectorStore" + ] +] \ No newline at end of file diff --git a/libs/cli/langchain_cli/namespaces/migrate/codemods/migrations/langchain_to_langchain_community.json b/libs/cli/langchain_cli/namespaces/migrate/codemods/migrations/langchain_to_community.json similarity index 92% rename from libs/cli/langchain_cli/namespaces/migrate/codemods/migrations/langchain_to_langchain_community.json rename to libs/cli/langchain_cli/namespaces/migrate/codemods/migrations/langchain_to_community.json index 61023ad526..e6ea9e0f40 100644 --- a/libs/cli/langchain_cli/namespaces/migrate/codemods/migrations/langchain_to_langchain_community.json +++ b/libs/cli/langchain_cli/namespaces/migrate/codemods/migrations/langchain_to_community.json @@ -383,314 +383,10 @@ "langchain.agents.agent_toolkits.steam.toolkit.SteamToolkit", "langchain_community.agent_toolkits.SteamToolkit" ], - [ - "langchain.agents.agent_toolkits.vectorstore.toolkit.BaseToolkit", - "langchain_community.agent_toolkits.base.BaseToolkit" - ], - [ - "langchain.agents.agent_toolkits.vectorstore.toolkit.OpenAI", - "langchain_community.llms.OpenAI" - ], - [ - "langchain.agents.agent_toolkits.vectorstore.toolkit.VectorStoreQATool", - "langchain_community.tools.VectorStoreQATool" - ], - [ - "langchain.agents.agent_toolkits.vectorstore.toolkit.VectorStoreQAWithSourcesTool", - "langchain_community.tools.VectorStoreQAWithSourcesTool" - ], [ "langchain.agents.agent_toolkits.zapier.toolkit.ZapierToolkit", "langchain_community.agent_toolkits.ZapierToolkit" ], - [ - "langchain.agents.load_tools.ArxivAPIWrapper", - "langchain_community.utilities.ArxivAPIWrapper" - ], - [ - "langchain.agents.load_tools.ArxivQueryRun", - "langchain_community.tools.ArxivQueryRun" - ], - [ - "langchain.agents.load_tools.BaseGraphQLTool", - "langchain_community.tools.BaseGraphQLTool" - ], - [ - "langchain.agents.load_tools.BingSearchAPIWrapper", - "langchain_community.utilities.BingSearchAPIWrapper" - ], - [ - "langchain.agents.load_tools.BingSearchRun", - "langchain_community.tools.BingSearchRun" - ], - [ - "langchain.agents.load_tools.DallEAPIWrapper", - "langchain_community.utilities.dalle_image_generator.DallEAPIWrapper" - ], - [ - "langchain.agents.load_tools.DataForSeoAPISearchResults", - "langchain_community.tools.dataforseo_api_search.tool.DataForSeoAPISearchResults" - ], - [ - "langchain.agents.load_tools.DataForSeoAPISearchRun", - "langchain_community.tools.dataforseo_api_search.tool.DataForSeoAPISearchRun" - ], - [ - "langchain.agents.load_tools.DataForSeoAPIWrapper", - "langchain_community.utilities.dataforseo_api_search.DataForSeoAPIWrapper" - ], - [ - "langchain.agents.load_tools.DuckDuckGoSearchAPIWrapper", - "langchain_community.utilities.DuckDuckGoSearchAPIWrapper" - ], - [ - "langchain.agents.load_tools.DuckDuckGoSearchRun", - "langchain_community.tools.DuckDuckGoSearchRun" - ], - [ - "langchain.agents.load_tools.ElevenLabsText2SpeechTool", - "langchain_community.tools.ElevenLabsText2SpeechTool" - ], - [ - "langchain.agents.load_tools.GoldenQueryAPIWrapper", - "langchain_community.utilities.GoldenQueryAPIWrapper" - ], - [ - "langchain.agents.load_tools.GoldenQueryRun", - "langchain_community.tools.golden_query.tool.GoldenQueryRun" - ], - [ - "langchain.agents.load_tools.GoogleCloudTextToSpeechTool", - "langchain_community.tools.GoogleCloudTextToSpeechTool" - ], - [ - "langchain.agents.load_tools.GoogleFinanceAPIWrapper", - "langchain_community.utilities.GoogleFinanceAPIWrapper" - ], - [ - "langchain.agents.load_tools.GoogleFinanceQueryRun", - "langchain_community.tools.google_finance.tool.GoogleFinanceQueryRun" - ], - [ - "langchain.agents.load_tools.GoogleJobsAPIWrapper", - "langchain_community.utilities.GoogleJobsAPIWrapper" - ], - [ - "langchain.agents.load_tools.GoogleJobsQueryRun", - "langchain_community.tools.google_jobs.tool.GoogleJobsQueryRun" - ], - [ - "langchain.agents.load_tools.GoogleLensAPIWrapper", - "langchain_community.utilities.GoogleLensAPIWrapper" - ], - [ - "langchain.agents.load_tools.GoogleLensQueryRun", - "langchain_community.tools.google_lens.tool.GoogleLensQueryRun" - ], - [ - "langchain.agents.load_tools.GoogleScholarAPIWrapper", - "langchain_community.utilities.GoogleScholarAPIWrapper" - ], - [ - "langchain.agents.load_tools.GoogleScholarQueryRun", - "langchain_community.tools.google_scholar.tool.GoogleScholarQueryRun" - ], - [ - "langchain.agents.load_tools.GoogleSearchAPIWrapper", - "langchain_community.utilities.GoogleSearchAPIWrapper" - ], - [ - "langchain.agents.load_tools.GoogleSearchResults", - "langchain_community.tools.GoogleSearchResults" - ], - [ - "langchain.agents.load_tools.GoogleSearchRun", - "langchain_community.tools.GoogleSearchRun" - ], - [ - "langchain.agents.load_tools.GoogleSerperAPIWrapper", - "langchain_community.utilities.GoogleSerperAPIWrapper" - ], - [ - "langchain.agents.load_tools.GoogleSerperResults", - "langchain_community.tools.GoogleSerperResults" - ], - [ - "langchain.agents.load_tools.GoogleSerperRun", - "langchain_community.tools.GoogleSerperRun" - ], - [ - "langchain.agents.load_tools.GoogleTrendsAPIWrapper", - "langchain_community.utilities.GoogleTrendsAPIWrapper" - ], - [ - "langchain.agents.load_tools.GoogleTrendsQueryRun", - "langchain_community.tools.google_trends.tool.GoogleTrendsQueryRun" - ], - [ - "langchain.agents.load_tools.GraphQLAPIWrapper", - "langchain_community.utilities.GraphQLAPIWrapper" - ], - [ - "langchain.agents.load_tools.HumanInputRun", - "langchain_community.tools.HumanInputRun" - ], - [ - "langchain.agents.load_tools.LambdaWrapper", - "langchain_community.utilities.LambdaWrapper" - ], - [ - "langchain.agents.load_tools.Memorize", - "langchain_community.tools.memorize.tool.Memorize" - ], - [ - "langchain.agents.load_tools.MerriamWebsterAPIWrapper", - "langchain_community.utilities.MerriamWebsterAPIWrapper" - ], - [ - "langchain.agents.load_tools.MerriamWebsterQueryRun", - "langchain_community.tools.MerriamWebsterQueryRun" - ], - [ - "langchain.agents.load_tools.MetaphorSearchAPIWrapper", - "langchain_community.utilities.MetaphorSearchAPIWrapper" - ], - [ - "langchain.agents.load_tools.MetaphorSearchResults", - "langchain_community.tools.MetaphorSearchResults" - ], - [ - "langchain.agents.load_tools.OpenWeatherMapAPIWrapper", - "langchain_community.utilities.OpenWeatherMapAPIWrapper" - ], - [ - "langchain.agents.load_tools.OpenWeatherMapQueryRun", - "langchain_community.tools.OpenWeatherMapQueryRun" - ], - [ - "langchain.agents.load_tools.PubMedAPIWrapper", - "langchain_community.utilities.PubMedAPIWrapper" - ], - [ - "langchain.agents.load_tools.PubmedQueryRun", - "langchain_community.tools.PubmedQueryRun" - ], - [ - "langchain.agents.load_tools.RedditSearchAPIWrapper", - "langchain_community.utilities.reddit_search.RedditSearchAPIWrapper" - ], - [ - "langchain.agents.load_tools.RedditSearchRun", - "langchain_community.tools.RedditSearchRun" - ], - [ - "langchain.agents.load_tools.RequestsDeleteTool", - "langchain_community.tools.RequestsDeleteTool" - ], - [ - "langchain.agents.load_tools.RequestsGetTool", - "langchain_community.tools.RequestsGetTool" - ], - [ - "langchain.agents.load_tools.RequestsPatchTool", - "langchain_community.tools.RequestsPatchTool" - ], - [ - "langchain.agents.load_tools.RequestsPostTool", - "langchain_community.tools.RequestsPostTool" - ], - [ - "langchain.agents.load_tools.RequestsPutTool", - "langchain_community.tools.RequestsPutTool" - ], - [ - "langchain.agents.load_tools.SceneXplainTool", - "langchain_community.tools.SceneXplainTool" - ], - [ - "langchain.agents.load_tools.SearchAPIResults", - "langchain_community.tools.SearchAPIResults" - ], - [ - "langchain.agents.load_tools.SearchAPIRun", - "langchain_community.tools.SearchAPIRun" - ], - [ - "langchain.agents.load_tools.SearchApiAPIWrapper", - "langchain_community.utilities.SearchApiAPIWrapper" - ], - [ - "langchain.agents.load_tools.SearxSearchResults", - "langchain_community.tools.SearxSearchResults" - ], - [ - "langchain.agents.load_tools.SearxSearchRun", - "langchain_community.tools.SearxSearchRun" - ], - [ - "langchain.agents.load_tools.SearxSearchWrapper", - "langchain_community.utilities.SearxSearchWrapper" - ], - [ - "langchain.agents.load_tools.SerpAPIWrapper", - "langchain_community.utilities.SerpAPIWrapper" - ], - [ - "langchain.agents.load_tools.ShellTool", - "langchain_community.tools.ShellTool" - ], - [ - "langchain.agents.load_tools.SleepTool", - "langchain_community.tools.SleepTool" - ], - [ - "langchain.agents.load_tools.StackExchangeAPIWrapper", - "langchain_community.utilities.StackExchangeAPIWrapper" - ], - [ - "langchain.agents.load_tools.StackExchangeTool", - "langchain_community.tools.StackExchangeTool" - ], - [ - "langchain.agents.load_tools.TextRequestsWrapper", - "langchain_community.utilities.TextRequestsWrapper" - ], - [ - "langchain.agents.load_tools.TwilioAPIWrapper", - "langchain_community.utilities.TwilioAPIWrapper" - ], - [ - "langchain.agents.load_tools.WikipediaAPIWrapper", - "langchain_community.utilities.WikipediaAPIWrapper" - ], - [ - "langchain.agents.load_tools.WikipediaQueryRun", - "langchain_community.tools.WikipediaQueryRun" - ], - [ - "langchain.agents.load_tools.WolframAlphaAPIWrapper", - "langchain_community.utilities.WolframAlphaAPIWrapper" - ], - [ - "langchain.agents.load_tools.WolframAlphaQueryRun", - "langchain_community.tools.WolframAlphaQueryRun" - ], - [ - "langchain.agents.react.base.Docstore", - "langchain_community.docstore.base.Docstore" - ], - [ - "langchain.agents.self_ask_with_search.base.GoogleSerperAPIWrapper", - "langchain_community.utilities.GoogleSerperAPIWrapper" - ], - [ - "langchain.agents.self_ask_with_search.base.SearchApiAPIWrapper", - "langchain_community.utilities.SearchApiAPIWrapper" - ], - [ - "langchain.agents.self_ask_with_search.base.SerpAPIWrapper", - "langchain_community.utilities.SerpAPIWrapper" - ], [ "langchain.cache.InMemoryCache", "langchain_community.cache.InMemoryCache" @@ -955,14 +651,6 @@ "langchain.callbacks.sagemaker_callback.SageMakerCallbackHandler", "langchain_community.callbacks.SageMakerCallbackHandler" ], - [ - "langchain.callbacks.streamlit.LLMThoughtLabeler", - "langchain_community.callbacks.LLMThoughtLabeler" - ], - [ - "langchain.callbacks.streamlit._InternalStreamlitCallbackHandler", - "langchain_community.callbacks.streamlit.streamlit_callback_handler.StreamlitCallbackHandler" - ], [ "langchain.callbacks.streamlit.mutable_expander.ChildType", "langchain_community.callbacks.streamlit.mutable_expander.ChildType" @@ -1063,126 +751,6 @@ "langchain.callbacks.whylabs_callback.WhyLabsCallbackHandler", "langchain_community.callbacks.WhyLabsCallbackHandler" ], - [ - "langchain.chains.api.base.TextRequestsWrapper", - "langchain_community.utilities.TextRequestsWrapper" - ], - [ - "langchain.chains.api.openapi.chain.APIOperation", - "langchain_community.tools.APIOperation" - ], - [ - "langchain.chains.api.openapi.chain.Requests", - "langchain_community.utilities.Requests" - ], - [ - "langchain.chains.ernie_functions.base.JsonOutputFunctionsParser", - "langchain_community.output_parsers.ernie_functions.JsonOutputFunctionsParser" - ], - [ - "langchain.chains.ernie_functions.base.PydanticAttrOutputFunctionsParser", - "langchain_community.output_parsers.ernie_functions.PydanticAttrOutputFunctionsParser" - ], - [ - "langchain.chains.ernie_functions.base.PydanticOutputFunctionsParser", - "langchain_community.output_parsers.ernie_functions.PydanticOutputFunctionsParser" - ], - [ - "langchain.chains.ernie_functions.base.convert_pydantic_to_ernie_function", - "langchain_community.utils.ernie_functions.convert_pydantic_to_ernie_function" - ], - [ - "langchain.chains.flare.base.OpenAI", - "langchain_community.llms.OpenAI" - ], - [ - "langchain.chains.graph_qa.arangodb.ArangoGraph", - "langchain_community.graphs.ArangoGraph" - ], - [ - "langchain.chains.graph_qa.base.NetworkxEntityGraph", - "langchain_community.graphs.NetworkxEntityGraph" - ], - [ - "langchain.chains.graph_qa.base.get_entities", - "langchain_community.graphs.networkx_graph.get_entities" - ], - [ - "langchain.chains.graph_qa.cypher.GraphStore", - "langchain_community.graphs.graph_store.GraphStore" - ], - [ - "langchain.chains.graph_qa.falkordb.FalkorDBGraph", - "langchain_community.graphs.FalkorDBGraph" - ], - [ - "langchain.chains.graph_qa.gremlin.GremlinGraph", - "langchain_community.graphs.GremlinGraph" - ], - [ - "langchain.chains.graph_qa.hugegraph.HugeGraph", - "langchain_community.graphs.HugeGraph" - ], - [ - "langchain.chains.graph_qa.kuzu.KuzuGraph", - "langchain_community.graphs.KuzuGraph" - ], - [ - "langchain.chains.graph_qa.nebulagraph.NebulaGraph", - "langchain_community.graphs.NebulaGraph" - ], - [ - "langchain.chains.graph_qa.neptune_cypher.NeptuneGraph", - "langchain_community.graphs.NeptuneGraph" - ], - [ - "langchain.chains.graph_qa.neptune_sparql.NeptuneRdfGraph", - "langchain_community.graphs.NeptuneRdfGraph" - ], - [ - "langchain.chains.graph_qa.ontotext_graphdb.OntotextGraphDBGraph", - "langchain_community.graphs.OntotextGraphDBGraph" - ], - [ - "langchain.chains.graph_qa.sparql.RdfGraph", - "langchain_community.graphs.RdfGraph" - ], - [ - "langchain.chains.llm_requests.TextRequestsWrapper", - "langchain_community.utilities.TextRequestsWrapper" - ], - [ - "langchain.chains.loading.load_llm", - "langchain_community.llms.loading.load_llm" - ], - [ - "langchain.chains.loading.load_llm_from_config", - "langchain_community.llms.loading.load_llm_from_config" - ], - [ - "langchain.chains.natbot.base.OpenAI", - "langchain_community.llms.OpenAI" - ], - [ - "langchain.chains.openai_functions.openapi.APIOperation", - "langchain_community.tools.APIOperation" - ], - [ - "langchain.chains.openai_functions.openapi.ChatOpenAI", - "langchain_community.chat_models.ChatOpenAI" - ], - [ - "langchain.chains.openai_functions.openapi.OpenAPISpec", - "langchain_community.tools.OpenAPISpec" - ], - [ - "langchain.chains.router.multi_retrieval_qa.ChatOpenAI", - "langchain_community.chat_models.ChatOpenAI" - ], - [ - "langchain.chains.sql_database.query.SQLDatabase", - "langchain_community.utilities.SQLDatabase" - ], [ "langchain.chat_loaders.base.BaseChatLoader", "langchain_community.chat_loaders.BaseChatLoader" @@ -3695,34 +3263,6 @@ "langchain.embeddings.xinference.XinferenceEmbeddings", "langchain_community.embeddings.XinferenceEmbeddings" ], - [ - "langchain.evaluation.comparison.eval_chain.AzureChatOpenAI", - "langchain_community.chat_models.AzureChatOpenAI" - ], - [ - "langchain.evaluation.comparison.eval_chain.ChatOpenAI", - "langchain_community.chat_models.ChatOpenAI" - ], - [ - "langchain.evaluation.embedding_distance.base.OpenAIEmbeddings", - "langchain_community.embeddings.OpenAIEmbeddings" - ], - [ - "langchain.evaluation.embedding_distance.base.cosine_similarity", - "langchain_community.utils.math.cosine_similarity" - ], - [ - "langchain.evaluation.loading.ChatOpenAI", - "langchain_community.chat_models.ChatOpenAI" - ], - [ - "langchain.evaluation.scoring.eval_chain.AzureChatOpenAI", - "langchain_community.chat_models.AzureChatOpenAI" - ], - [ - "langchain.evaluation.scoring.eval_chain.ChatOpenAI", - "langchain_community.chat_models.ChatOpenAI" - ], [ "langchain.graphs.MemgraphGraph", "langchain_community.graphs.MemgraphGraph" @@ -3835,26 +3375,6 @@ "langchain.graphs.rdf_graph.RdfGraph", "langchain_community.graphs.RdfGraph" ], - [ - "langchain.indexes.graph.NetworkxEntityGraph", - "langchain_community.graphs.NetworkxEntityGraph" - ], - [ - "langchain.indexes.graph.parse_triples", - "langchain_community.graphs.networkx_graph.parse_triples" - ], - [ - "langchain.indexes.vectorstore.Chroma", - "langchain_community.vectorstores.Chroma" - ], - [ - "langchain.indexes.vectorstore.OpenAI", - "langchain_community.llms.OpenAI" - ], - [ - "langchain.indexes.vectorstore.OpenAIEmbeddings", - "langchain_community.embeddings.OpenAIEmbeddings" - ], [ "langchain.llms.AI21", "langchain_community.llms.AI21" @@ -4655,10 +4175,6 @@ "langchain.memory.UpstashRedisChatMessageHistory", "langchain_community.chat_message_histories.UpstashRedisChatMessageHistory" ], - [ - "langchain.memory.chat_memory.ChatMessageHistory", - "langchain_community.chat_message_histories.ChatMessageHistory" - ], [ "langchain.memory.chat_message_histories.AstraDBChatMessageHistory", "langchain_community.chat_message_histories.AstraDBChatMessageHistory" @@ -4827,30 +4343,6 @@ "langchain.memory.chat_message_histories.zep.ZepChatMessageHistory", "langchain_community.chat_message_histories.ZepChatMessageHistory" ], - [ - "langchain.memory.entity.get_client", - "langchain_community.utilities.redis.get_client" - ], - [ - "langchain.memory.kg.KnowledgeTriple", - "langchain_community.graphs.networkx_graph.KnowledgeTriple" - ], - [ - "langchain.memory.kg.NetworkxEntityGraph", - "langchain_community.graphs.NetworkxEntityGraph" - ], - [ - "langchain.memory.kg.get_entities", - "langchain_community.graphs.networkx_graph.get_entities" - ], - [ - "langchain.memory.kg.parse_triples", - "langchain_community.graphs.networkx_graph.parse_triples" - ], - [ - "langchain.memory.zep_memory.ZepChatMessageHistory", - "langchain_community.chat_message_histories.ZepChatMessageHistory" - ], [ "langchain.output_parsers.GuardrailsOutputParser", "langchain_community.output_parsers.rail_parser.GuardrailsOutputParser" @@ -5103,18 +4595,6 @@ "langchain.retrievers.docarray.DocArrayRetriever", "langchain_community.retrievers.DocArrayRetriever" ], - [ - "langchain.retrievers.document_compressors.embeddings_filter._get_embeddings_from_stateful_docs", - "langchain_community.document_transformers.embeddings_redundant_filter._get_embeddings_from_stateful_docs" - ], - [ - "langchain.retrievers.document_compressors.embeddings_filter.cosine_similarity", - "langchain_community.utils.math.cosine_similarity" - ], - [ - "langchain.retrievers.document_compressors.embeddings_filter.get_stateful_documents", - "langchain_community.document_transformers.get_stateful_documents" - ], [ "langchain.retrievers.elastic_search_bm25.ElasticSearchBM25Retriever", "langchain_community.retrievers.ElasticSearchBM25Retriever" @@ -5243,110 +4723,6 @@ "langchain.retrievers.remote_retriever.RemoteLangChainRetriever", "langchain_community.retrievers.RemoteLangChainRetriever" ], - [ - "langchain.retrievers.self_query.base.AstraDB", - "langchain_community.vectorstores.AstraDB" - ], - [ - "langchain.retrievers.self_query.base.Chroma", - "langchain_community.vectorstores.Chroma" - ], - [ - "langchain.retrievers.self_query.base.DashVector", - "langchain_community.vectorstores.DashVector" - ], - [ - "langchain.retrievers.self_query.base.DeepLake", - "langchain_community.vectorstores.DeepLake" - ], - [ - "langchain.retrievers.self_query.base.Dingo", - "langchain_community.vectorstores.Dingo" - ], - [ - "langchain.retrievers.self_query.base.ElasticsearchStore", - "langchain_community.vectorstores.ElasticsearchStore" - ], - [ - "langchain.retrievers.self_query.base.Milvus", - "langchain_community.vectorstores.Milvus" - ], - [ - "langchain.retrievers.self_query.base.MongoDBAtlasVectorSearch", - "langchain_community.vectorstores.MongoDBAtlasVectorSearch" - ], - [ - "langchain.retrievers.self_query.base.MyScale", - "langchain_community.vectorstores.MyScale" - ], - [ - "langchain.retrievers.self_query.base.OpenSearchVectorSearch", - "langchain_community.vectorstores.OpenSearchVectorSearch" - ], - [ - "langchain.retrievers.self_query.base.PGVector", - "langchain_community.vectorstores.PGVector" - ], - [ - "langchain.retrievers.self_query.base.Pinecone", - "langchain_community.vectorstores.Pinecone" - ], - [ - "langchain.retrievers.self_query.base.Qdrant", - "langchain_community.vectorstores.Qdrant" - ], - [ - "langchain.retrievers.self_query.base.Redis", - "langchain_community.vectorstores.Redis" - ], - [ - "langchain.retrievers.self_query.base.SupabaseVectorStore", - "langchain_community.vectorstores.SupabaseVectorStore" - ], - [ - "langchain.retrievers.self_query.base.TimescaleVector", - "langchain_community.vectorstores.TimescaleVector" - ], - [ - "langchain.retrievers.self_query.base.Vectara", - "langchain_community.vectorstores.Vectara" - ], - [ - "langchain.retrievers.self_query.base.Weaviate", - "langchain_community.vectorstores.Weaviate" - ], - [ - "langchain.retrievers.self_query.redis.Redis", - "langchain_community.vectorstores.Redis" - ], - [ - "langchain.retrievers.self_query.redis.RedisFilterExpression", - "langchain_community.vectorstores.redis.filters.RedisFilterExpression" - ], - [ - "langchain.retrievers.self_query.redis.RedisFilterField", - "langchain_community.vectorstores.redis.filters.RedisFilterField" - ], - [ - "langchain.retrievers.self_query.redis.RedisFilterOperator", - "langchain_community.vectorstores.redis.filters.RedisFilterOperator" - ], - [ - "langchain.retrievers.self_query.redis.RedisModel", - "langchain_community.vectorstores.redis.schema.RedisModel" - ], - [ - "langchain.retrievers.self_query.redis.RedisNum", - "langchain_community.vectorstores.redis.filters.RedisNum" - ], - [ - "langchain.retrievers.self_query.redis.RedisTag", - "langchain_community.vectorstores.redis.filters.RedisTag" - ], - [ - "langchain.retrievers.self_query.redis.RedisText", - "langchain_community.vectorstores.redis.filters.RedisText" - ], [ "langchain.retrievers.svm.SVMRetriever", "langchain_community.retrievers.SVMRetriever" @@ -5371,22 +4747,6 @@ "langchain.retrievers.weaviate_hybrid_search.WeaviateHybridSearchRetriever", "langchain_community.retrievers.WeaviateHybridSearchRetriever" ], - [ - "langchain.retrievers.web_research.AsyncHtmlLoader", - "langchain_community.document_loaders.AsyncHtmlLoader" - ], - [ - "langchain.retrievers.web_research.GoogleSearchAPIWrapper", - "langchain_community.utilities.GoogleSearchAPIWrapper" - ], - [ - "langchain.retrievers.web_research.Html2TextTransformer", - "langchain_community.document_transformers.Html2TextTransformer" - ], - [ - "langchain.retrievers.web_research.LlamaCpp", - "langchain_community.llms.LlamaCpp" - ], [ "langchain.retrievers.wikipedia.WikipediaRetriever", "langchain_community.retrievers.WikipediaRetriever" @@ -5439,10 +4799,6 @@ "langchain.storage.exceptions.InvalidKeyException", "langchain_community.storage.exceptions.InvalidKeyException" ], - [ - "langchain.storage.file_system.InvalidKeyException", - "langchain_community.storage.exceptions.InvalidKeyException" - ], [ "langchain.storage.redis.RedisStore", "langchain_community.storage.RedisStore" diff --git a/libs/cli/langchain_cli/namespaces/migrate/codemods/migrations/langchain_to_core.json b/libs/cli/langchain_cli/namespaces/migrate/codemods/migrations/langchain_to_core.json new file mode 100644 index 0000000000..8396df3a2e --- /dev/null +++ b/libs/cli/langchain_cli/namespaces/migrate/codemods/migrations/langchain_to_core.json @@ -0,0 +1,2126 @@ +[ + [ + "langchain._api.deprecated", + "langchain_core._api.deprecated" + ], + [ + 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"langchain.vectorstores.singlestoredb.SingleStoreDBRetriever", + "langchain_core.vectorstores.VectorStoreRetriever" + ] +] \ No newline at end of file diff --git a/libs/cli/langchain_cli/namespaces/migrate/codemods/migrations/langchain_to_langchain_core.json b/libs/cli/langchain_cli/namespaces/migrate/codemods/migrations/langchain_to_langchain_core.json deleted file mode 100644 index 1ddf08cffc..0000000000 --- a/libs/cli/langchain_cli/namespaces/migrate/codemods/migrations/langchain_to_langchain_core.json +++ /dev/null @@ -1,5694 +0,0 @@ -[ - [ - "langchain._api.deprecated", - "langchain_core._api.deprecated" - ], - [ - "langchain._api.LangChainDeprecationWarning", - "langchain_core._api.LangChainDeprecationWarning" - ], - [ - "langchain._api.suppress_langchain_deprecation_warning", - "langchain_core._api.suppress_langchain_deprecation_warning" - ], - [ - "langchain._api.surface_langchain_deprecation_warnings", - "langchain_core._api.surface_langchain_deprecation_warnings" - ], - [ - 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"langchain.utils.utils.guard_import", - "langchain_core.utils.guard_import" - ], - [ - "langchain.utils.utils.check_package_version", - "langchain_core.utils.check_package_version" - ], - [ - "langchain.utils.utils.get_pydantic_field_names", - "langchain_core.utils.get_pydantic_field_names" - ], - [ - "langchain.utils.utils.build_extra_kwargs", - "langchain_core.utils.build_extra_kwargs" - ], - [ - "langchain.utils.utils.convert_to_secret_str", - "langchain_core.utils.convert_to_secret_str" - ], - [ - "langchain.vectorstores.VectorStore", - "langchain_core.vectorstores.VectorStore" - ], - [ - "langchain.vectorstores.LangChainDeprecationWarning", - "langchain_core._api.LangChainDeprecationWarning" - ], - [ - "langchain.vectorstores.base.VectorStore", - "langchain_core.vectorstores.VectorStore" - ], - [ - "langchain.vectorstores.base.VectorStoreRetriever", - "langchain_core.vectorstores.VectorStoreRetriever" - ], - [ - "langchain.vectorstores.singlestoredb.SingleStoreDBRetriever", - "langchain_core.vectorstores.VectorStoreRetriever" - ] -] diff --git a/libs/cli/langchain_cli/namespaces/migrate/codemods/migrations/langchain_to_text_splitters.json b/libs/cli/langchain_cli/namespaces/migrate/codemods/migrations/langchain_to_text_splitters.json new file mode 100644 index 0000000000..85ef91a747 --- /dev/null +++ b/libs/cli/langchain_cli/namespaces/migrate/codemods/migrations/langchain_to_text_splitters.json @@ -0,0 +1,82 @@ +[ + [ + "langchain.text_splitter.TokenTextSplitter", + "langchain_text_splitters.TokenTextSplitter" + ], + [ + "langchain.text_splitter.TextSplitter", + "langchain_text_splitters.TextSplitter" + ], + [ + "langchain.text_splitter.Tokenizer", + "langchain_text_splitters.Tokenizer" + ], + [ + "langchain.text_splitter.Language", + "langchain_text_splitters.Language" + ], + [ + "langchain.text_splitter.RecursiveCharacterTextSplitter", + "langchain_text_splitters.RecursiveCharacterTextSplitter" + ], + [ + "langchain.text_splitter.RecursiveJsonSplitter", + "langchain_text_splitters.RecursiveJsonSplitter" + ], + [ + "langchain.text_splitter.LatexTextSplitter", + "langchain_text_splitters.LatexTextSplitter" + ], + [ + "langchain.text_splitter.PythonCodeTextSplitter", + "langchain_text_splitters.PythonCodeTextSplitter" + ], + [ + "langchain.text_splitter.KonlpyTextSplitter", + "langchain_text_splitters.KonlpyTextSplitter" + ], + [ + "langchain.text_splitter.SpacyTextSplitter", + "langchain_text_splitters.SpacyTextSplitter" + ], + [ + "langchain.text_splitter.NLTKTextSplitter", + "langchain_text_splitters.NLTKTextSplitter" + ], + [ + "langchain.text_splitter.split_text_on_tokens", + "langchain_text_splitters.split_text_on_tokens" + ], + [ + "langchain.text_splitter.SentenceTransformersTokenTextSplitter", + "langchain_text_splitters.SentenceTransformersTokenTextSplitter" + ], + [ + "langchain.text_splitter.ElementType", + "langchain_text_splitters.ElementType" + ], + [ + "langchain.text_splitter.HeaderType", + "langchain_text_splitters.HeaderType" + ], + [ + "langchain.text_splitter.LineType", + "langchain_text_splitters.LineType" + ], + [ + "langchain.text_splitter.HTMLHeaderTextSplitter", + "langchain_text_splitters.HTMLHeaderTextSplitter" + ], + [ + "langchain.text_splitter.MarkdownHeaderTextSplitter", + "langchain_text_splitters.MarkdownHeaderTextSplitter" + ], + [ + "langchain.text_splitter.MarkdownTextSplitter", + "langchain_text_splitters.MarkdownTextSplitter" + ], + [ + "langchain.text_splitter.CharacterTextSplitter", + "langchain_text_splitters.CharacterTextSplitter" + ] +] \ No newline at end of file diff --git a/libs/cli/langchain_cli/namespaces/migrate/codemods/replace_imports.py b/libs/cli/langchain_cli/namespaces/migrate/codemods/replace_imports.py index e6bcc22738..0ae21a8f51 100644 --- a/libs/cli/langchain_cli/namespaces/migrate/codemods/replace_imports.py +++ b/libs/cli/langchain_cli/namespaces/migrate/codemods/replace_imports.py @@ -15,11 +15,11 @@ from __future__ import annotations import json import os from dataclasses import dataclass -from typing import Callable, Dict, Iterable, List, Sequence, Tuple, TypeVar +from typing import Callable, Dict, Iterable, List, Sequence, Tuple, Type, TypeVar import libcst as cst import libcst.matchers as m -from libcst.codemod import CodemodContext, VisitorBasedCodemodCommand +from libcst.codemod import VisitorBasedCodemodCommand from libcst.codemod.visitors import AddImportsVisitor HERE = os.path.dirname(__file__) @@ -43,18 +43,8 @@ def _deduplicate_in_order( return [x for x in seq if not (key(x) in seen or seen_add(key(x)))] -PARTNERS = [ - "anthropic.json", - "ibm.json", - "openai.json", - "pinecone.json", - "fireworks.json", -] - - -def _load_migrations_from_fixtures() -> List[Tuple[str, str]]: +def _load_migrations_from_fixtures(paths: List[str]) -> List[Tuple[str, str]]: """Load migrations from fixtures.""" - paths: List[str] = PARTNERS + ["langchain_to_langchain_community.json"] data = [] for path in paths: data.extend(_load_migrations_by_file(path)) @@ -62,11 +52,11 @@ def _load_migrations_from_fixtures() -> List[Tuple[str, str]]: return data -def _load_migrations(): +def _load_migrations(paths: List[str]): """Load the migrations from the JSON file.""" # Later earlier ones have higher precedence. imports: Dict[str, Tuple[str, str]] = {} - data = _load_migrations_from_fixtures() + data = _load_migrations_from_fixtures(paths) for old_path, new_path in data: # Parse the old parse which is of the format 'langchain.chat_models.ChatOpenAI' @@ -88,9 +78,6 @@ def _load_migrations(): return imports -IMPORTS = _load_migrations() - - def resolve_module_parts(module_parts: list[str]) -> m.Attribute | m.Name: """Converts a list of module parts to a `Name` or `Attribute` node.""" if len(module_parts) == 1: @@ -139,76 +126,67 @@ class ImportInfo: to_import_str: tuple[str, str] -IMPORT_INFOS = [ - ImportInfo( - import_from=get_import_from_from_str(import_str), - import_str=import_str, - to_import_str=to_import_str, - ) - for import_str, to_import_str in IMPORTS.items() -] -IMPORT_MATCH = m.OneOf(*[info.import_from for info in IMPORT_INFOS]) - - -class ReplaceImportsCodemod(VisitorBasedCodemodCommand): - @m.leave(IMPORT_MATCH) - def leave_replace_import( - self, _: cst.ImportFrom, updated_node: cst.ImportFrom - ) -> cst.ImportFrom: - for import_info in IMPORT_INFOS: - if m.matches(updated_node, import_info.import_from): - aliases: Sequence[cst.ImportAlias] = updated_node.names # type: ignore - # If multiple objects are imported in a single import statement, - # we need to remove only the one we're replacing. - AddImportsVisitor.add_needed_import( - self.context, *import_info.to_import_str - ) - if len(updated_node.names) > 1: # type: ignore - names = [ - alias - for alias in aliases - if alias.name.value != import_info.to_import_str[-1] - ] - names[-1] = names[-1].with_changes(comma=cst.MaybeSentinel.DEFAULT) - updated_node = updated_node.with_changes(names=names) - else: - return cst.RemoveFromParent() # type: ignore[return-value] - return updated_node - - -if __name__ == "__main__": - import textwrap - - from rich.console import Console - - console = Console() - - source = textwrap.dedent( - """ - from pydantic.settings import BaseSettings - from pydantic.color import Color - from pydantic.payment import PaymentCardNumber, PaymentCardBrand - from pydantic import Color - from pydantic import Color as Potato - - - class Potato(BaseSettings): - color: Color - payment: PaymentCardNumber - brand: PaymentCardBrand - potato: Potato - """ - ) - console.print(source) - console.print("=" * 80) - - mod = cst.parse_module(source) - context = CodemodContext(filename="main.py") - wrapper = cst.MetadataWrapper(mod) - command = ReplaceImportsCodemod(context=context) - - mod = wrapper.visit(command) - wrapper = cst.MetadataWrapper(mod) - command = AddImportsVisitor(context=context) # type: ignore[assignment] - mod = wrapper.visit(command) - console.print(mod.code) +RULE_TO_PATHS = { + "langchain_to_community": ["langchain_to_community.json"], + "langchain_to_core": ["langchain_to_core.json"], + "community_to_core": ["community_to_core.json"], + "langchain_to_text_splitters": ["langchain_to_text_splitters.json"], + "community_to_partner": [ + "anthropic.json", + "fireworks.json", + "ibm.json", + "openai.json", + "pinecone.json", + ], +} + + +def generate_import_replacer(rules: List[str]) -> Type[VisitorBasedCodemodCommand]: + """Generate a codemod to replace imports.""" + paths = [] + for rule in rules: + if rule not in RULE_TO_PATHS: + raise ValueError(f"Unknown rule: {rule}. Use one of {RULE_TO_PATHS.keys()}") + + paths.extend(RULE_TO_PATHS[rule]) + + imports = _load_migrations(paths) + + import_infos = [ + ImportInfo( + import_from=get_import_from_from_str(import_str), + import_str=import_str, + to_import_str=to_import_str, + ) + for import_str, to_import_str in imports.items() + ] + import_match = m.OneOf(*[info.import_from for info in import_infos]) + + class ReplaceImportsCodemod(VisitorBasedCodemodCommand): + @m.leave(import_match) + def leave_replace_import( + self, _: cst.ImportFrom, updated_node: cst.ImportFrom + ) -> cst.ImportFrom: + for import_info in import_infos: + if m.matches(updated_node, import_info.import_from): + aliases: Sequence[cst.ImportAlias] = updated_node.names # type: ignore + # If multiple objects are imported in a single import statement, + # we need to remove only the one we're replacing. + AddImportsVisitor.add_needed_import( + self.context, *import_info.to_import_str + ) + if len(updated_node.names) > 1: # type: ignore + names = [ + alias + for alias in aliases + if alias.name.value != import_info.to_import_str[-1] + ] + names[-1] = names[-1].with_changes( + comma=cst.MaybeSentinel.DEFAULT + ) + updated_node = updated_node.with_changes(names=names) + else: + return cst.RemoveFromParent() # type: ignore[return-value] + return updated_node + + return ReplaceImportsCodemod diff --git a/libs/cli/langchain_cli/namespaces/migrate/generate/generic.py b/libs/cli/langchain_cli/namespaces/migrate/generate/generic.py index 21dc87f3a4..03df8aa3db 100644 --- a/libs/cli/langchain_cli/namespaces/migrate/generate/generic.py +++ b/libs/cli/langchain_cli/namespaces/migrate/generate/generic.py @@ -6,7 +6,7 @@ from typing import List, Tuple def generate_raw_migrations( - from_package: str, to_package: str + from_package: str, to_package: str, filter_by_all: bool = False ) -> List[Tuple[str, str]]: """Scan the `langchain` package and generate migrations for all modules.""" package = importlib.import_module(from_package) @@ -40,15 +40,17 @@ def generate_raw_migrations( (f"{modname}.{name}", f"{obj.__module__}.{obj.__name__}") ) - # Iterate over all members of the module - for name, obj in inspect.getmembers(module): - # Check if it's a class or function - if inspect.isclass(obj) or inspect.isfunction(obj): - # Check if the module name of the obj starts with 'langchain_community' - if obj.__module__.startswith(to_package): - items.append( - (f"{modname}.{name}", f"{obj.__module__}.{obj.__name__}") - ) + if not filter_by_all: + # Iterate over all members of the module + for name, obj in inspect.getmembers(module): + # Check if it's a class or function + if inspect.isclass(obj) or inspect.isfunction(obj): + # Check if the module name of the obj starts with + # 'langchain_community' + if obj.__module__.startswith(to_package): + items.append( + (f"{modname}.{name}", f"{obj.__module__}.{obj.__name__}") + ) return items @@ -77,45 +79,52 @@ def generate_top_level_imports(pkg: str) -> List[Tuple[str, str]]: to importing it from the top level namespaces (e.g., langchain_community.chat_models.XYZ) """ - import importlib - package = importlib.import_module(pkg) items = [] + + # Function to handle importing from modules + def handle_module(module, module_name): + if hasattr(module, "__all__"): + all_objects = getattr(module, "__all__") + for name in all_objects: + # Attempt to fetch each object declared in __all__ + obj = getattr(module, name, None) + if obj and (inspect.isclass(obj) or inspect.isfunction(obj)): + # Capture the fully qualified name of the object + original_module = obj.__module__ + original_name = obj.__name__ + # Form the new import path from the top-level namespace + top_level_import = f"{module_name}.{name}" + # Append the tuple with original and top-level paths + items.append( + (f"{original_module}.{original_name}", top_level_import) + ) + + # Handle the package itself (root level) + handle_module(package, pkg) + # Only iterate through top-level modules/packages for finder, modname, ispkg in pkgutil.iter_modules( - package.__path__, package.__name__ + "." + package.__path__, package.__name__ + "." ): if ispkg: try: module = importlib.import_module(modname) + handle_module(module, modname) except ModuleNotFoundError: continue - if hasattr(module, "__all__"): - all_objects = getattr(module, "__all__") - for name in all_objects: - # Attempt to fetch each object declared in __all__ - obj = getattr(module, name, None) - if obj and (inspect.isclass(obj) or inspect.isfunction(obj)): - # Capture the fully qualified name of the object - original_module = obj.__module__ - original_name = obj.__name__ - # Form the new import path from the top-level namespace - top_level_import = f"{modname}.{name}" - # Append the tuple with original and top-level paths - items.append( - (f"{original_module}.{original_name}", top_level_import) - ) - return items def generate_simplified_migrations( - from_package: str, to_package: str + from_package: str, to_package: str, filter_by_all: bool = True ) -> List[Tuple[str, str]]: """Get all the raw migrations, then simplify them if possible.""" - raw_migrations = generate_raw_migrations(from_package, to_package) + raw_migrations = generate_raw_migrations( + from_package, to_package, filter_by_all=filter_by_all + ) top_level_simplifications = generate_top_level_imports(to_package) top_level_dict = {full: top_level for full, top_level in top_level_simplifications} simple_migrations = [] diff --git a/libs/cli/langchain_cli/namespaces/migrate/main.py b/libs/cli/langchain_cli/namespaces/migrate/main.py index 39dde55049..fac2c141b0 100644 --- a/libs/cli/langchain_cli/namespaces/migrate/main.py +++ b/libs/cli/langchain_cli/namespaces/migrate/main.py @@ -8,7 +8,7 @@ import os import time import traceback from pathlib import Path -from typing import Any, Dict, Iterable, List, Tuple, Type, TypeVar, Union +from typing import Any, Dict, Iterable, List, Optional, Tuple, Type, TypeVar, Union import libcst as cst import rich @@ -41,6 +41,9 @@ def main( default=DEFAULT_IGNORES, help="Ignore a path glob pattern." ), log_file: Path = Option("log.txt", help="Log errors to this file."), + include_ipynb: bool = Option( + False, help="Include Jupyter Notebook files in the migration." + ), ): """Migrate langchain to the most recent version.""" if not diff: @@ -63,6 +66,8 @@ def main( else: package = path all_files = sorted(package.glob("**/*.py")) + if include_ipynb: + all_files.extend(sorted(package.glob("**/*.ipynb"))) filtered_files = [ file @@ -86,11 +91,9 @@ def main( scratch: dict[str, Any] = {} start_time = time.time() - codemods = gather_codemods(disabled=disable) - log_fp = log_file.open("a+", encoding="utf8") partial_run_codemods = functools.partial( - run_codemods, codemods, metadata_manager, scratch, package, diff + get_and_run_codemods, disable, metadata_manager, scratch, package, diff ) with Progress(*Progress.get_default_columns(), transient=True) as progress: task = progress.add_task(description="Executing codemods...", total=len(files)) @@ -127,50 +130,143 @@ def main( raise Exit(1) -def run_codemods( - codemods: List[Type[ContextAwareTransformer]], +def get_and_run_codemods( + disabled_rules: List[Rule], metadata_manager: FullRepoManager, scratch: Dict[str, Any], package: Path, diff: bool, filename: str, ) -> Tuple[Union[str, None], Union[List[str], None]]: - try: - module_and_package = calculate_module_and_package(str(package), filename) - context = CodemodContext( - metadata_manager=metadata_manager, - filename=filename, - full_module_name=module_and_package.name, - full_package_name=module_and_package.package, - ) - context.scratch.update(scratch) + """Run codemods from rules. + + Wrapper around run_codemods to be used with multiprocessing.Pool. + """ + codemods = gather_codemods(disabled=disabled_rules) + return run_codemods(codemods, metadata_manager, scratch, package, diff, filename) + + +def _rewrite_file( + filename: str, + codemods: List[Type[ContextAwareTransformer]], + diff: bool, + context: CodemodContext, +) -> Tuple[Union[str, None], Union[List[str], None]]: + file_path = Path(filename) + with file_path.open("r+", encoding="utf-8") as fp: + code = fp.read() + fp.seek(0) + + input_tree = cst.parse_module(code) + + for codemod in codemods: + transformer = codemod(context=context) + output_tree = transformer.transform_module(input_tree) + input_tree = output_tree + + output_code = input_tree.code + if code != output_code: + if diff: + lines = difflib.unified_diff( + code.splitlines(keepends=True), + output_code.splitlines(keepends=True), + fromfile=filename, + tofile=filename, + ) + return None, list(lines) + else: + fp.write(output_code) + fp.truncate() + return None, None + + +def _rewrite_notebook( + filename: str, + codemods: List[Type[ContextAwareTransformer]], + diff: bool, + context: CodemodContext, +) -> Tuple[Optional[str], Optional[List[str]]]: + """Try to rewrite a Jupyter Notebook file.""" + import nbformat + + file_path = Path(filename) + if file_path.suffix != ".ipynb": + raise ValueError("Only Jupyter Notebook files (.ipynb) are supported.") - file_path = Path(filename) - with file_path.open("r+", encoding="utf-8") as fp: - code = fp.read() - fp.seek(0) + with file_path.open("r", encoding="utf-8") as fp: + notebook = nbformat.read(fp, as_version=4) + + diffs = [] + + for cell in notebook.cells: + if cell.cell_type == "code": + code = "".join(cell.source) + + # Skip code if any of the lines begin with a magic command or + # a ! command. + # We can try to handle later. + if any( + line.startswith("!") or line.startswith("%") + for line in code.splitlines() + ): + continue input_tree = cst.parse_module(code) + # TODO(Team): Quick hack, need to figure out + # how to handle this correctly. + # This prevents the code from trying to re-insert the imports + # for every cell in the notebook. + local_context = CodemodContext() + for codemod in codemods: - transformer = codemod(context=context) + transformer = codemod(context=local_context) output_tree = transformer.transform_module(input_tree) input_tree = output_tree output_code = input_tree.code if code != output_code: + cell.source = output_code.splitlines(keepends=True) if diff: - lines = difflib.unified_diff( + cell_diff = difflib.unified_diff( code.splitlines(keepends=True), output_code.splitlines(keepends=True), fromfile=filename, tofile=filename, ) - return None, list(lines) - else: - fp.write(output_code) - fp.truncate() - return None, None + diffs.extend(list(cell_diff)) + + if diff: + return None, diffs + + with file_path.open("w", encoding="utf-8") as fp: + nbformat.write(notebook, fp) + + return None, None + + +def run_codemods( + codemods: List[Type[ContextAwareTransformer]], + metadata_manager: FullRepoManager, + scratch: Dict[str, Any], + package: Path, + diff: bool, + filename: str, +) -> Tuple[Union[str, None], Union[List[str], None]]: + try: + module_and_package = calculate_module_and_package(str(package), filename) + context = CodemodContext( + metadata_manager=metadata_manager, + filename=filename, + full_module_name=module_and_package.name, + full_package_name=module_and_package.package, + ) + context.scratch.update(scratch) + + if filename.endswith(".ipynb"): + return _rewrite_notebook(filename, codemods, diff, context) + else: + return _rewrite_file(filename, codemods, diff, context) except cst.ParserSyntaxError as exc: return ( f"A syntax error happened on {filename}. This file cannot be " diff --git a/libs/cli/scripts/generate_migrations.py b/libs/cli/scripts/generate_migrations.py index 2e67598c5a..e181df9602 100644 --- a/libs/cli/scripts/generate_migrations.py +++ b/libs/cli/scripts/generate_migrations.py @@ -32,10 +32,15 @@ def cli(): default=None, help="Output file for the migration script.", ) -def generic(pkg1: str, pkg2: str, output: str) -> None: +@click.option( + "--filter-by-all/--no-filter-by-all", + default=True, + help="Output file for the migration script.", +) +def generic(pkg1: str, pkg2: str, output: str, filter_by_all: bool) -> None: """Generate a migration script.""" click.echo("Migration script generated.") - migrations = generate_simplified_migrations(pkg1, pkg2) + migrations = generate_simplified_migrations(pkg1, pkg2, filter_by_all=filter_by_all) if output is None: output = f"{pkg1}_to_{pkg2}.json" diff --git a/libs/cli/tests/unit_tests/migrate/generate/test_langchain_migration.py b/libs/cli/tests/unit_tests/migrate/generate/test_langchain_migration.py index 670c4ad1b1..a72bd90a37 100644 --- a/libs/cli/tests/unit_tests/migrate/generate/test_langchain_migration.py +++ b/libs/cli/tests/unit_tests/migrate/generate/test_langchain_migration.py @@ -1,45 +1,55 @@ +from langchain._api import suppress_langchain_deprecation_warning as sup2 +from langchain_core._api import suppress_langchain_deprecation_warning as sup1 + from langchain_cli.namespaces.migrate.generate.generic import ( generate_simplified_migrations, - generate_raw_migrations, ) def test_create_json_agent_migration() -> None: """Test the migration of create_json_agent from langchain to langchain_community.""" - raw_migrations = generate_simplified_migrations( - from_package="langchain", to_package="langchain_community" - ) - json_agent_migrations = [ - migration for migration in raw_migrations if "create_json_agent" in migration[0] - ] - assert json_agent_migrations == [ - ( - "langchain.agents.create_json_agent", - "langchain_community.agent_toolkits.create_json_agent", - ), - ( - "langchain.agents.agent_toolkits.create_json_agent", - "langchain_community.agent_toolkits.create_json_agent", - ), - ( - "langchain.agents.agent_toolkits.json.base.create_json_agent", - "langchain_community.agent_toolkits.create_json_agent", - ), - ] + with sup1(): + with sup2(): + raw_migrations = generate_simplified_migrations( + from_package="langchain", to_package="langchain_community" + ) + json_agent_migrations = [ + migration + for migration in raw_migrations + if "create_json_agent" in migration[0] + ] + assert json_agent_migrations == [ + ( + "langchain.agents.create_json_agent", + "langchain_community.agent_toolkits.create_json_agent", + ), + ( + "langchain.agents.agent_toolkits.create_json_agent", + "langchain_community.agent_toolkits.create_json_agent", + ), + ( + "langchain.agents.agent_toolkits.json.base.create_json_agent", + "langchain_community.agent_toolkits.create_json_agent", + ), + ] def test_create_single_store_retriever_db() -> None: """Test migration from langchain to langchain_core""" - raw_migrations = generate_simplified_migrations( - from_package="langchain", to_package="langchain_core" - ) - # SingleStore was an old name for VectorStoreRetriever - single_store_migration = [ - migration for migration in raw_migrations if "SingleStore" in migration[0] - ] - assert single_store_migration == [ - ( - "langchain.vectorstores.singlestoredb.SingleStoreDBRetriever", - "langchain_core.vectorstores.VectorStoreRetriever", - ), - ] + with sup1(): + with sup2(): + raw_migrations = generate_simplified_migrations( + from_package="langchain", to_package="langchain_core" + ) + # SingleStore was an old name for VectorStoreRetriever + single_store_migration = [ + migration + for migration in raw_migrations + if "SingleStore" in migration[0] + ] + assert single_store_migration == [ + ( + "langchain.vectorstores.singlestoredb.SingleStoreDBRetriever", + "langchain_core.vectorstores.VectorStoreRetriever", + ), + ] diff --git a/libs/cli/tests/unit_tests/migrate/test_replace_imports.py b/libs/cli/tests/unit_tests/migrate/test_replace_imports.py index 13b4008c83..c75b1db74f 100644 --- a/libs/cli/tests/unit_tests/migrate/test_replace_imports.py +++ b/libs/cli/tests/unit_tests/migrate/test_replace_imports.py @@ -7,9 +7,18 @@ pytest.importorskip("libcst") from libcst.codemod import CodemodTest from langchain_cli.namespaces.migrate.codemods.replace_imports import ( - ReplaceImportsCodemod, + generate_import_replacer, ) +ReplaceImportsCodemod = generate_import_replacer( + [ + "langchain_to_community", + "community_to_partner", + "langchain_to_core", + "community_to_core", + ] +) # type: ignore[attr-defined] # noqa: E501 + class TestReplaceImportsCommand(CodemodTest): TRANSFORM = ReplaceImportsCodemod