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https://github.com/bec-project/bec_widgets.git
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@@ -1,10 +1,11 @@
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#!/usr/bin/env python3
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"""Aggregate benchmark JSON files by taking the median across runner attempts.
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"""Aggregate and merge benchmark JSON files.
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The workflow runs the same benchmark suite on multiple independent runners.
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This script reads every JSON file produced by those attempts, normalizes the
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contained benchmark values, and writes a compact mapping JSON where each value is
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the median across attempts.
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the median across attempts. It can also merge independent hyperfine JSON files
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from one runner into a single hyperfine-style JSON file.
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"""
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from __future__ import annotations
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@@ -13,6 +14,7 @@ import argparse
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import json
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import statistics
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from pathlib import Path
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from typing import Any
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from compare_benchmarks import Benchmark, extract_benchmarks
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@@ -63,6 +65,29 @@ def aggregate(collected: dict[str, list[Benchmark]]) -> dict[str, dict[str, obje
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return aggregated
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def merge_hyperfine_results(paths: list[Path]) -> dict[str, Any]:
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"""Merge hyperfine result files.
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Args:
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paths (list[Path]): Hyperfine JSON files to merge.
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Returns:
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dict[str, Any]: Hyperfine-style JSON object containing all result rows.
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Raises:
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ValueError: If any file has no hyperfine ``results`` list.
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"""
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merged: dict[str, Any] = {"results": []}
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for path in paths:
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data = json.loads(path.read_text(encoding="utf-8"))
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results = data.get("results", []) if isinstance(data, dict) else None
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if not isinstance(results, list):
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raise ValueError(f"{path} has no hyperfine results list")
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merged["results"].extend(results)
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return merged
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def main_from_paths(input_dir: Path, output: Path) -> int:
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"""Aggregate all JSON files in a directory and write the result.
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@@ -89,6 +114,32 @@ def main_from_paths(input_dir: Path, output: Path) -> int:
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return 0
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def merge_from_paths(input_dir: Path, output: Path) -> int:
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"""Merge all hyperfine JSON files in a directory and write the result.
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Args:
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input_dir (Path): Directory containing hyperfine JSON files.
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output (Path): Path where the merged JSON should be written.
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Returns:
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int: Always ``0`` on success.
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Raises:
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ValueError: If no JSON files are found in ``input_dir``.
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"""
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paths = sorted(input_dir.glob("*.json"))
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if not paths:
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raise ValueError(f"No hyperfine JSON files found in {input_dir}")
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output.parent.mkdir(parents=True, exist_ok=True)
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output.write_text(
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json.dumps(merge_hyperfine_results(paths), indent=2, sort_keys=True) + "\n",
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encoding="utf-8",
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)
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return 0
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def main() -> int:
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"""Run the benchmark aggregation command line interface.
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@@ -97,9 +148,17 @@ def main() -> int:
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"""
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parser = argparse.ArgumentParser()
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parser.add_argument(
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"--mode",
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choices=("aggregate", "merge-hyperfine"),
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default="aggregate",
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help="Operation to perform.",
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)
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parser.add_argument("--input-dir", required=True, type=Path)
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parser.add_argument("--output", required=True, type=Path)
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args = parser.parse_args()
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if args.mode == "merge-hyperfine":
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return merge_from_paths(input_dir=args.input_dir, output=args.output)
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return main_from_paths(input_dir=args.input_dir, output=args.output)
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