graphrag/tests/verbs/test_create_communities.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

49 lines
1.2 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 COMMUNITIES_FINAL_COLUMNS
from graphrag.index.workflows.create_communities 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_communities():
expected = load_test_table("communities")
context = await create_test_context(
storage=[
"entities",
"relationships",
],
)
config = create_graphrag_config({"models": DEFAULT_MODEL_CONFIG})
await run_workflow(
config,
context,
)
actual = await load_table_from_storage("communities", context.storage)
columns = list(expected.columns.values)
# don't compare period since it is created with the current date each time
columns.remove("period")
compare_outputs(
actual,
expected,
columns=columns,
)
for column in COMMUNITIES_FINAL_COLUMNS:
assert column in actual.columns