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* Add load_config to graphrag-common package.
65 lines
2.1 KiB
Python
65 lines
2.1 KiB
Python
# Copyright (c) 2024 Microsoft Corporation.
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# Licensed under the MIT License
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from graphrag.config.models.graph_rag_config import GraphRagConfig
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from graphrag.index.workflows.create_base_text_units import run_workflow
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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_base_text_units():
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expected = load_test_table("text_units")
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context = await create_test_context()
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config = GraphRagConfig(models=DEFAULT_MODEL_CONFIG) # type: ignore
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await run_workflow(config, context)
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actual = await load_table_from_storage("text_units", context.output_storage)
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compare_outputs(actual, expected, columns=["text", "document_id", "n_tokens"])
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async def test_create_base_text_units_metadata():
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expected = load_test_table("text_units_metadata")
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context = await create_test_context()
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config = GraphRagConfig(models=DEFAULT_MODEL_CONFIG) # type: ignore
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config.input.metadata = ["title"]
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config.chunks.prepend_metadata = True
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await update_document_metadata(config.input.metadata, context)
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await run_workflow(config, context)
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actual = await load_table_from_storage("text_units", context.output_storage)
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compare_outputs(actual, expected, ["text", "document_id", "n_tokens"])
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async def test_create_base_text_units_metadata_included_in_chunk():
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expected = load_test_table("text_units_metadata_included_chunk")
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context = await create_test_context()
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config = GraphRagConfig(models=DEFAULT_MODEL_CONFIG) # type: ignore
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config.input.metadata = ["title"]
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config.chunks.prepend_metadata = True
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config.chunks.chunk_size_includes_metadata = True
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await update_document_metadata(config.input.metadata, context)
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await run_workflow(config, context)
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actual = await load_table_from_storage("text_units", context.output_storage)
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# only check the columns from the base workflow - our expected table is the final and will have more
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compare_outputs(actual, expected, columns=["text", "document_id", "n_tokens"])
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