test_from_texts_passed_optimizers_config_and_on_disk_payload() — langchain Function Reference

Source Code

libs/partners/qdrant/tests/integration_tests/test_from_texts.py lines 266–287

def test_from_texts_passed_optimizers_config_and_on_disk_payload(location: str) -> None:
    from qdrant_client import models

    collection_name = uuid.uuid4().hex
    texts = ["foo", "bar", "baz"]
    metadatas = [{"page": i} for i in range(len(texts))]
    optimizers_config = models.OptimizersConfigDiff(memmap_threshold=1000)
    vec_store = Qdrant.from_texts(
        texts,
        ConsistentFakeEmbeddings(),
        metadatas=metadatas,
        optimizers_config=optimizers_config,
        on_disk_payload=True,
        on_disk=True,
        collection_name=collection_name,
        location=location,
    )

    collection_info = vec_store.client.get_collection(collection_name)
    assert collection_info.config.params.vectors.on_disk is True  # type: ignore[union-attr]
    assert collection_info.config.optimizer_config.memmap_threshold == 1000
    assert collection_info.config.params.on_disk_payload is True