chore: import upstream snapshot with attribution
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# Collect the results of the various model test runs which are done as part of
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# the model regression CI pipeline and dump them as a single file artifact.
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# This artifact will the then be published at the end of the tests.
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from collections import defaultdict
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import json
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import os
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from pathlib import Path
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from typing import Dict, List
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def combine_result(
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result1: Dict[str, dict], result2: Dict[str, Dict[str, Dict]]
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) -> Dict[str, Dict[str, List]]:
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"""Combines 2 result dicts to accumulated dict of the same format.
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Args:
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result1: dict of key: dataset, value: (dict of key: config, value: list of res)
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Example: {
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"Carbon Bot": {
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"Sparse + DIET(bow) + ResponseSelector(bow)": [{
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"Entity Prediction": {
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"macro avg": {
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"f1-score": 0.88,
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}
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},
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"test_run_time": "47s",
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}]
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}
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}
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result2: dict of key: dataset, value: (dict of key: config, value: list of res)
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Returns:
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dict of key: dataset, and value: (dict of key: config value: list of results)
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"""
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combined_dict = defaultdict(lambda: defaultdict(list))
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for new_dict in [result1, result2]:
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for dataset, results_for_dataset in new_dict.items():
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for config, res in results_for_dataset.items():
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for res_dict in res:
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combined_dict[dataset][config].append(res_dict)
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return combined_dict
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if __name__ == "__main__":
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data = {}
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reports_dir = Path(os.environ["REPORTS_DIR"])
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reports_paths = list(reports_dir.glob("*/report.json"))
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for report_path in reports_paths:
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report_dict = json.load(open(report_path))
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data = combine_result(data, report_dict)
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summary_file = os.environ["SUMMARY_FILE"]
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with open(summary_file, "w") as f:
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json.dump(data, f, sort_keys=True, indent=2)
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