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981fd31963
* Add children to the community tables * Replace NaN children with empty list * Replace subcommunity logic with built-in parent/child fields * Remove restore_community_hierarchy * Add children and frequency to migration notebook * Format * Semver * Add children to reports * Update tests --------- Co-authored-by: Alonso Guevara <alonsog@microsoft.com>
70 lines
1.9 KiB
Python
70 lines
1.9 KiB
Python
# Copyright (c) 2024 Microsoft Corporation.
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# Licensed under the MIT License
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from graphrag.callbacks.noop_workflow_callbacks import NoopWorkflowCallbacks
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from graphrag.config.create_graphrag_config import create_graphrag_config
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from graphrag.index.workflows.create_final_documents import (
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run_workflow,
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)
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from graphrag.utils.storage import load_table_from_storage
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from .util import (
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DEFAULT_MODEL_CONFIG,
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compare_outputs,
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create_test_context,
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load_test_table,
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update_document_metadata,
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)
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async def test_create_final_documents():
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expected = load_test_table("documents")
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context = await create_test_context(
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storage=["text_units"],
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)
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config = create_graphrag_config({"models": DEFAULT_MODEL_CONFIG})
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await run_workflow(
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config,
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context,
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NoopWorkflowCallbacks(),
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)
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actual = await load_table_from_storage("documents", context.storage)
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compare_outputs(actual, expected)
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async def test_create_final_documents_with_metadata_column():
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context = await create_test_context(
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storage=["text_units"],
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)
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config = create_graphrag_config({"models": DEFAULT_MODEL_CONFIG})
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config.input.metadata = ["title"]
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# simulate the metadata construction during initial input loading
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await update_document_metadata(config.input.metadata, context)
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expected = await load_table_from_storage("documents", context.storage)
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await run_workflow(
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config,
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context,
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NoopWorkflowCallbacks(),
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)
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actual = await load_table_from_storage("documents", context.storage)
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# our test dataframe does not have metadata, so we'll assert without it
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# and separately confirm it is in the output
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compare_outputs(
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actual, expected, columns=["id", "human_readable_id", "text", "metadata"]
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)
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assert len(actual.columns) == 7
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assert "title" in actual.columns
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assert "text_unit_ids" in actual.columns
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assert "metadata" in actual.columns
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