| |
| """Run paired snippet/stream diagnostics for all released picker outputs.""" |
|
|
| from __future__ import annotations |
|
|
| import argparse |
| import csv |
| import json |
| import subprocess |
| import sys |
| from pathlib import Path |
|
|
|
|
| PICKERS = [ |
| ("lppnm", "data/picks/lppnm.phase.jsonl", "eval_picks/eval_lppnm"), |
| ("phasenet", "data/picks/phasenet.pick.jsonl", "eval_picks/eval_phasenet"), |
| ("pnsn_v1", "data/picks/pnsn_v1.phase.jsonl", "eval_picks/eval_pnsn_v1"), |
| ("pnsn_v3_5120", "data/picks/pnsn_v3_5120.phase.jsonl", "eval_picks/eval_pnsn_v3_5120"), |
| ("pnsn_v3_diff", "data/picks/pnsn.v3.diff.phase.jsonl", "eval_picks/eval_pnsn_v3_diff"), |
| ("seismicxm", "data/picks/seismicxm.01.phase.jsonl", "eval_picks/eval_seismicxm"), |
| ("seist", "data/picks/seist.phase.jsonl", "eval_picks/eval_seist"), |
| ("skynet", "data/picks/skynet.phase.jsonl", "eval_picks/eval_skynet"), |
| ("ustc_sc", "data/picks/ustc_sc.phase.jsonl", "eval_picks/eval_ustc_sc"), |
| ] |
|
|
|
|
| def main() -> None: |
| parser = argparse.ArgumentParser(description=__doc__) |
| root = Path(__file__).resolve().parents[1] |
| parser.add_argument("--root", type=Path, default=root) |
| parser.add_argument("--outdir", type=Path, default=root / "paired_eval_all") |
| parser.add_argument("--label-json", type=Path, default=root / "data/label/annotations_for_continuous_hdf5.json") |
| parser.add_argument("--half-width-s", nargs="+", default=["5", "10", "30", "60"]) |
| parser.add_argument("--only", nargs="*", default=None, help="Optional picker names to run.") |
| args = parser.parse_args() |
|
|
| args.outdir.mkdir(parents=True, exist_ok=True) |
| script = args.root / "essd_scripts/paired_snippet_stream_diagnostic.py" |
|
|
| selected = PICKERS |
| if args.only: |
| keep = set(args.only) |
| selected = [item for item in PICKERS if item[0] in keep] |
| missing = sorted(keep - {item[0] for item in selected}) |
| if missing: |
| raise SystemExit(f"unknown picker name(s): {', '.join(missing)}") |
|
|
| for name, auto_jsonl, eval_dir in selected: |
| out = args.outdir / name |
| cmd = [ |
| sys.executable, |
| str(script), |
| "--auto-jsonl", |
| str(args.root / auto_jsonl), |
| "--matches-jsonl", |
| str(args.root / eval_dir / "matches.jsonl"), |
| "--summary-json", |
| str(args.root / eval_dir / "summary.json"), |
| "--label-json", |
| str(args.label_json), |
| "--outdir", |
| str(out), |
| "--half-width-s", |
| *args.half_width_s, |
| ] |
| print(f"[RUN] {name}", flush=True) |
| subprocess.run(cmd, check=True) |
|
|
| combined = [] |
| for name, _auto_jsonl, _eval_dir in selected: |
| p = args.outdir / name / "paired_snippet_stream_summary.json" |
| data = json.loads(p.read_text(encoding="utf-8")) |
| for row in data["rows"]: |
| combined.append({"picker": name, **row}) |
|
|
| json_path = args.outdir / "combined_paired_snippet_stream_summary.json" |
| json_path.write_text(json.dumps(combined, indent=2), encoding="utf-8") |
|
|
| fields = [ |
| "picker", |
| "mode", |
| "n_label_with_waveform", |
| "n_tp_with_waveform", |
| "coverage_aware_recall", |
| "automatic_picks", |
| "automatic_picks_per_day", |
| "catalog_relative_explained_fraction", |
| "automatic_picks_per_covered_tp", |
| "selected_window_seconds_station_time", |
| "n_residual", |
| "abs_p95_s", |
| "tail_gt_1p5_fraction", |
| ] |
| tsv_path = args.outdir / "combined_paired_snippet_stream_summary.tsv" |
| with tsv_path.open("w", encoding="utf-8", newline="") as f: |
| writer = csv.DictWriter(f, fieldnames=fields, delimiter="\t", extrasaction="ignore") |
| writer.writeheader() |
| writer.writerows(combined) |
|
|
| print(f"[OUT] {json_path}") |
| print(f"[OUT] {tsv_path}") |
|
|
|
|
| if __name__ == "__main__": |
| main() |
|
|
