graphrag/tests/verbs/test_create_final_documents.py
Nathan Evans d17dfd01f9
Graph collapse (#1464)
* Refactor graph creation

* Semver

* Spellcheck

* Update integ pipeline

* Fix cast

* Improve pandas chaining

* Cleaner apply

* Use list comprehensions

---------

Co-authored-by: Alonso Guevara <alonsog@microsoft.com>
2024-12-05 11:57:26 -06:00

77 lines
2.0 KiB
Python

# Copyright (c) 2024 Microsoft Corporation.
# Licensed under the MIT License
from graphrag.index.run.utils import create_run_context
from graphrag.index.workflows.v1.create_final_documents import (
build_steps,
workflow_name,
)
from .util import (
compare_outputs,
get_config_for_workflow,
get_workflow_output,
load_input_tables,
load_test_table,
)
async def test_create_final_documents():
input_tables = load_input_tables([
"workflow:create_base_text_units",
])
expected = load_test_table(workflow_name)
context = create_run_context(None, None, None)
await context.runtime_storage.set(
"base_text_units", input_tables["workflow:create_base_text_units"]
)
config = get_config_for_workflow(workflow_name)
steps = build_steps(config)
actual = await get_workflow_output(
input_tables,
{
"steps": steps,
},
context=context,
)
compare_outputs(actual, expected)
async def test_create_final_documents_with_attribute_columns():
input_tables = load_input_tables(["workflow:create_base_text_units"])
expected = load_test_table(workflow_name)
context = create_run_context(None, None, None)
await context.runtime_storage.set(
"base_text_units", input_tables["workflow:create_base_text_units"]
)
config = get_config_for_workflow(workflow_name)
config["document_attribute_columns"] = ["title"]
steps = build_steps(config)
actual = await get_workflow_output(
input_tables,
{
"steps": steps,
},
context=context,
)
# we should have dropped "title" and added "attributes"
# our test dataframe does not have attributes, so we'll assert without it
# and separately confirm it is in the output
compare_outputs(
actual, expected, columns=["id", "human_readable_id", "text", "text_unit_ids"]
)
assert len(actual.columns) == 5
assert "title" not in actual.columns
assert "attributes" in actual.columns