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63 lines
1.6 KiB
Python
63 lines
1.6 KiB
Python
import os
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import pathlib
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import asyncio
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import time
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import cognee
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from cognee.modules.search.types import SearchType
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from cognee.shared.logging_utils import get_logger
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logger = get_logger()
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async def process_and_search(num_of_searches):
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start_time = time.time()
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await cognee.cognify()
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await asyncio.gather(
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*[
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cognee.search(
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query_text="Tell me about the document", query_type=SearchType.GRAPH_COMPLETION
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)
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for _ in range(num_of_searches)
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]
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)
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end_time = time.time()
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return end_time - start_time
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async def main():
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data_directory_path = os.path.join(pathlib.Path(__file__).parent, ".data_storage/test_load")
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cognee.config.data_root_directory(data_directory_path)
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cognee_directory_path = os.path.join(pathlib.Path(__file__).parent, ".cognee_system/test_load")
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cognee.config.system_root_directory(cognee_directory_path)
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num_of_pdfs = 10
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num_of_reps = 5
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upper_boundary_minutes = 10
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average_minutes = 8
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recorded_times = []
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for _ in range(num_of_reps):
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await cognee.prune.prune_data()
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await cognee.prune.prune_system(metadata=True)
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s3_input = "s3://cognee-test-load-s3-bucket"
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await cognee.add(s3_input)
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recorded_times.append(await process_and_search(num_of_pdfs))
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average_recorded_time = sum(recorded_times) / len(recorded_times)
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assert average_recorded_time <= average_minutes * 60
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assert all(rec_time <= upper_boundary_minutes * 60 for rec_time in recorded_times)
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if __name__ == "__main__":
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asyncio.run(main())
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