test_indexing_force_update() — langchain Function Reference

Architecture documentation for the test_indexing_force_update() function in test_indexing.py from the langchain codebase.

Function python CoreAbstractions RunnableInterface

Entity Profile

CoreAbstractions→ RunnableInterface→ test_indexing_force_update() — langchain Function Reference

Dependency Diagram

graph TD
  575c310d_e3fd_961c_d6ae_47f2d5cea3ae["test_indexing_force_update()"]
  576ad89d_c8dc_eddf_9cd2_c8ae0e7c9978["test_indexing.py"]
  575c310d_e3fd_961c_d6ae_47f2d5cea3ae -->|defined in| 576ad89d_c8dc_eddf_9cd2_c8ae0e7c9978
  style 575c310d_e3fd_961c_d6ae_47f2d5cea3ae fill:#6366f1,stroke:#818cf8,color:#fff

Relationship Graph

Source Code

libs/core/tests/unit_tests/indexing/test_indexing.py lines 2436–2493

def test_indexing_force_update(
    record_manager: InMemoryRecordManager, upserting_vector_store: VectorStore
) -> None:
    """Test indexing with force update."""
    docs = [
        Document(
            page_content="This is a test document.",
            metadata={"source": "1"},
        ),
        Document(
            page_content="This is another document.",
            metadata={"source": "2"},
        ),
        Document(
            page_content="This is a test document.",
            metadata={"source": "1"},
        ),
    ]

    assert index(
        docs,
        record_manager,
        upserting_vector_store,
        cleanup="full",
        key_encoder="sha256",
    ) == {
        "num_added": 2,
        "num_deleted": 0,
        "num_skipped": 1,
        "num_updated": 0,
    }

    assert index(
        docs,
        record_manager,
        upserting_vector_store,
        cleanup="full",
        key_encoder="sha256",
    ) == {
        "num_added": 0,
        "num_deleted": 0,
        "num_skipped": 3,
        "num_updated": 0,
    }

    assert index(
        docs,
        record_manager,
        upserting_vector_store,
        cleanup="full",
        force_update=True,
        key_encoder="sha256",
    ) == {
        "num_added": 0,
        "num_deleted": 0,
        "num_skipped": 1,
        "num_updated": 2,
    }