graphrag/tests/verbs/test_create_final_text_units.py

# Copyright (c) 2024 Microsoft Corporation.
# Licensed under the MIT License

from graphrag.config.models.graph_rag_config import GraphRagConfig
from graphrag.data_model.schemas import TEXT_UNITS_FINAL_COLUMNS
from graphrag.index.workflows.create_final_text_units import (
    run_workflow,
)
from graphrag.utils.storage import load_table_from_storage

from .util import (
    DEFAULT_MODEL_CONFIG,
    compare_outputs,
    create_test_context,
    load_test_table,
)


async def test_create_final_text_units():
    expected = load_test_table("text_units")

    context = await create_test_context(
        storage=[
            "text_units",
            "entities",
            "relationships",
            "covariates",
        ],
    )

    config = GraphRagConfig(models=DEFAULT_MODEL_CONFIG)  # type: ignore
    config.extract_claims.enabled = True

    await run_workflow(config, context)

    actual = await load_table_from_storage("text_units", context.output_storage)

    for column in TEXT_UNITS_FINAL_COLUMNS:
        assert column in actual.columns

    compare_outputs(actual, expected)