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Support to create shards_num in milvus vectorstores (#20318)
To support number of the shards for the collection to create in milvus vvectorstores. Thank you for contributing to LangChain! - [ ] **PR title**: "package: description" - Where "package" is whichever of langchain, community, core, experimental, etc. is being modified. Use "docs: ..." for purely docs changes, "templates: ..." for template changes, "infra: ..." for CI changes. - Example: "community: add foobar LLM" - [ ] **PR message**: ***Delete this entire checklist*** and replace with - **Description:** a description of the change - **Issue:** the issue # it fixes, if applicable - **Dependencies:** any dependencies required for this change - **Twitter handle:** if your PR gets announced, and you'd like a mention, we'll gladly shout you out! - [ ] **Add tests and docs**: If you're adding a new integration, please include 1. a test for the integration, preferably unit tests that do not rely on network access, 2. an example notebook showing its use. It lives in `docs/docs/integrations` directory. - [ ] **Lint and test**: Run `make format`, `make lint` and `make test` from the root of the package(s) you've modified. See contribution guidelines for more: https://python.langchain.com/docs/contributing/ Additional guidelines: - Make sure optional dependencies are imported within a function. - Please do not add dependencies to pyproject.toml files (even optional ones) unless they are required for unit tests. - Most PRs should not touch more than one package. - Changes should be backwards compatible. - If you are adding something to community, do not re-import it in langchain. If no one reviews your PR within a few days, please @-mention one of baskaryan, efriis, eyurtsev, hwchase17.
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@ -133,6 +133,7 @@ class Milvus(VectorStore):
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partition_names: Optional[list] = None,
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replica_number: int = 1,
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timeout: Optional[float] = None,
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num_shards: Optional[int] = None,
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):
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"""Initialize the Milvus vector store."""
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try:
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@ -191,6 +192,7 @@ class Milvus(VectorStore):
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self.partition_names = partition_names
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self.replica_number = replica_number
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self.timeout = timeout
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self.num_shards = num_shards
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# Create the connection to the server
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if connection_args is None:
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@ -381,6 +383,7 @@ class Milvus(VectorStore):
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schema=schema,
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consistency_level=self.consistency_level,
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using=self.alias,
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num_shards=self.num_shards,
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)
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# Set the collection properties if they exist
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if self.collection_properties is not None:
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