wehub-resource-sync
6b7e6b44f1
gh-pages / build (push) Waiting to run
Python Publish (pypi) / Upload release to PyPI (push) Waiting to run
Spellcheck / spellcheck (push) Waiting to run
Python Build and Type Check / python-ci (ubuntu-latest, 3.11) (push) Has been cancelled
Python Build and Type Check / python-ci (ubuntu-latest, 3.13) (push) Has been cancelled
Python Build and Type Check / python-ci (windows-latest, 3.11) (push) Has been cancelled
Python Build and Type Check / python-ci (windows-latest, 3.13) (push) Has been cancelled
Python Integration Tests / python-ci (ubuntu-latest, 3.13) (push) Has been cancelled
Python Integration Tests / python-ci (windows-latest, 3.13) (push) Has been cancelled
Python Notebook Tests / python-ci (ubuntu-latest, 3.13) (push) Has been cancelled
Python Notebook Tests / python-ci (windows-latest, 3.13) (push) Has been cancelled
Python Smoke Tests / python-ci (ubuntu-latest, 3.13) (push) Has been cancelled
Python Smoke Tests / python-ci (windows-latest, 3.13) (push) Has been cancelled
Python Unit Tests / python-ci (ubuntu-latest, 3.13) (push) Has been cancelled
Python Unit Tests / python-ci (windows-latest, 3.13) (push) Has been cancelled
65 lines
2.5 KiB
Python
65 lines
2.5 KiB
Python
# Copyright (c) 2024 Microsoft Corporation.
|
|
# Licensed under the MIT License
|
|
|
|
from graphrag.index.workflows.extract_graph import run_workflow
|
|
|
|
from tests.unit.config.utils import get_default_graphrag_config
|
|
|
|
from .util import (
|
|
create_test_context,
|
|
)
|
|
|
|
MOCK_LLM_ENTITY_RESPONSES = [
|
|
"""
|
|
("entity"<|>COMPANY_A<|>COMPANY<|>Company_A is a test company)
|
|
##
|
|
("entity"<|>COMPANY_B<|>COMPANY<|>Company_B owns Company_A and also shares an address with Company_A)
|
|
##
|
|
("entity"<|>PERSON_C<|>PERSON<|>Person_C is director of Company_A)
|
|
##
|
|
("relationship"<|>COMPANY_A<|>COMPANY_B<|>Company_A and Company_B are related because Company_A is 100% owned by Company_B and the two companies also share the same address)<|>2)
|
|
##
|
|
("relationship"<|>COMPANY_A<|>PERSON_C<|>Company_A and Person_C are related because Person_C is director of Company_A<|>1))
|
|
""".strip()
|
|
]
|
|
|
|
MOCK_LLM_SUMMARIZATION_RESPONSES = [
|
|
"""
|
|
This is a MOCK response for the LLM. It is summarized!
|
|
""".strip()
|
|
]
|
|
|
|
|
|
async def test_extract_graph():
|
|
context = await create_test_context(
|
|
storage=["text_units"],
|
|
)
|
|
|
|
config = get_default_graphrag_config()
|
|
config.completion_models["default_completion_model"].type = "mock"
|
|
config.completion_models[
|
|
"default_completion_model"
|
|
].mock_responses = MOCK_LLM_ENTITY_RESPONSES
|
|
|
|
summarize_llm_settings = config.get_completion_model_config(
|
|
config.summarize_descriptions.completion_model_id
|
|
).model_dump()
|
|
summarize_llm_settings["type"] = "mock"
|
|
summarize_llm_settings["mock_responses"] = MOCK_LLM_SUMMARIZATION_RESPONSES
|
|
config.summarize_descriptions.max_input_tokens = 1000
|
|
config.summarize_descriptions.max_length = 100
|
|
|
|
await run_workflow(config, context)
|
|
|
|
nodes_actual = await context.output_table_provider.read_dataframe("entities")
|
|
edges_actual = await context.output_table_provider.read_dataframe("relationships")
|
|
|
|
assert len(nodes_actual.columns) == 5
|
|
assert len(edges_actual.columns) == 5
|
|
|
|
# TODO: with the combined verb we can't force summarization
|
|
# this is because the mock responses always result in a single description, which is returned verbatim rather than summarized
|
|
# we need to update the mocking to provide somewhat unique graphs so a true merge happens
|
|
# the assertion should grab a node and ensure the description matches the mock description, not the original as we are doing below
|
|
assert nodes_actual["description"].to_numpy()[0] == "Company_A is a test company"
|