graphrag/tests/verbs/test_create_final_documents.py
Nathan Evans bd06d8b4f0
Context property bag ("state") (#1774)
* Add pipeline state property bag to run context

* Move state creation out of context util

* Move callbacks into PipelineRunContext

* Semver

* Rename state.json to context.json to avoid confusion with stats.json

* Expand smoke test row count

* Add util to create storage and cache
2025-02-28 09:31:48 -08:00

60 lines
1.6 KiB
Python

# Copyright (c) 2024 Microsoft Corporation.
# Licensed under the MIT License
from graphrag.config.create_graphrag_config import create_graphrag_config
from graphrag.data_model.schemas import DOCUMENTS_FINAL_COLUMNS
from graphrag.index.workflows.create_final_documents 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,
update_document_metadata,
)
async def test_create_final_documents():
expected = load_test_table("documents")
context = await create_test_context(
storage=["text_units"],
)
config = create_graphrag_config({"models": DEFAULT_MODEL_CONFIG})
await run_workflow(config, context)
actual = await load_table_from_storage("documents", context.storage)
compare_outputs(actual, expected)
for column in DOCUMENTS_FINAL_COLUMNS:
assert column in actual.columns
async def test_create_final_documents_with_metadata_column():
context = await create_test_context(
storage=["text_units"],
)
config = create_graphrag_config({"models": DEFAULT_MODEL_CONFIG})
config.input.metadata = ["title"]
# simulate the metadata construction during initial input loading
await update_document_metadata(config.input.metadata, context)
expected = await load_table_from_storage("documents", context.storage)
await run_workflow(config, context)
actual = await load_table_from_storage("documents", context.storage)
compare_outputs(actual, expected)
for column in DOCUMENTS_FINAL_COLUMNS:
assert column in actual.columns