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| """Shared logging setup and phase-timing context manager. | |
| Usage: | |
| from src.logging_config import configure_logging, log_phase | |
| configure_logging() # call once at entry point (CLI, web demo, scripts) | |
| logger = logging.getLogger(__name__) | |
| timings: Dict[str, float] = {} | |
| with log_phase("hand_segment", timings): | |
| ... | |
| The single canonical format is `[phase] <name>: <ms> ms`, emitted via the | |
| module-level logger (so web demo / HF Space / scripts all see structured | |
| output with consistent prefixes). | |
| """ | |
| from __future__ import annotations | |
| import logging | |
| import time | |
| from contextlib import contextmanager | |
| from typing import Dict, Optional | |
| logger = logging.getLogger(__name__) | |
| _configured = False | |
| def configure_logging(level: int = logging.INFO) -> None: | |
| """Configure the root logger once. Safe to call multiple times.""" | |
| global _configured | |
| if _configured: | |
| return | |
| logging.basicConfig( | |
| level=level, | |
| format="%(asctime)s %(levelname)s %(name)s: %(message)s", | |
| datefmt="%H:%M:%S", | |
| ) | |
| _configured = True | |
| def log_phase(name: str, totals: Optional[Dict[str, float]] = None): | |
| """Time a pipeline phase and log `[phase] name: X ms` on exit. | |
| When ``totals`` is passed, elapsed milliseconds are accumulated under | |
| ``name`` so the caller can emit a summary at the end of the run. | |
| """ | |
| t0 = time.perf_counter() | |
| try: | |
| yield | |
| finally: | |
| dt_ms = (time.perf_counter() - t0) * 1000.0 | |
| logger.info("[phase] %s: %.1f ms", name, dt_ms) | |
| if totals is not None: | |
| totals[name] = totals.get(name, 0.0) + dt_ms | |
| def log_phase_summary(totals: Dict[str, float]) -> None: | |
| """Log a sorted summary of accumulated phase timings.""" | |
| if not totals: | |
| return | |
| total_ms = sum(totals.values()) | |
| logger.info("[phase] ===== summary (total %.1f ms) =====", total_ms) | |
| for name, ms in sorted(totals.items(), key=lambda kv: -kv[1]): | |
| pct = (ms / total_ms * 100.0) if total_ms > 0 else 0.0 | |
| logger.info("[phase] %-28s %8.1f ms (%5.1f%%)", name, ms, pct) | |