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 LangChainCore Runnables

Entity Profile

LangChainCore→ Runnables→ test_indexing_force_update() — langchain Function Reference

Dependency Diagram

graph TD
  7396f4fd_8702_53bc_1608_c381eb1c8206["test_indexing_force_update()"]
  9bc4e8b6_769a_ae11_3fc1_309cb678c248["test_indexing.py"]
  7396f4fd_8702_53bc_1608_c381eb1c8206 -->|defined in| 9bc4e8b6_769a_ae11_3fc1_309cb678c248
  style 7396f4fd_8702_53bc_1608_c381eb1c8206 fill:#6366f1,stroke:#818cf8,color:#fff

Relationship Graph

Source Code

libs/langchain/tests/unit_tests/indexes/test_indexing.py lines 1374–1419

def test_indexing_force_update(
    record_manager: SQLRecordManager,
    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") == {
        "num_added": 2,
        "num_deleted": 0,
        "num_skipped": 1,
        "num_updated": 0,
    }

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