chopratejas--headroom
0ef5fcb1c5
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95 行
3.5 KiB
Python
95 行
3.5 KiB
Python
"""Opt-in JSONL recorder for compression events (probe-based replay evals).
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Records (original, compressed) message pairs at ``INPUT_COMPRESSED`` so that
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``headroom evals probes`` can measure what compression removed from real
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proxied sessions. Activated only when ``HEADROOM_PROBE_RECORD_DIR`` is set;
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recordings contain full conversation content in plaintext, are written with
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directory mode 0700, and never leave the machine.
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Writes happen synchronously on the request path, so this is a diagnostic
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tool for bounded recording sessions, not an always-on production setting.
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"""
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from __future__ import annotations
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import json
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import logging
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import os
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import threading
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import time
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from pathlib import Path
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from headroom.pipeline import PipelineEvent, PipelineStage
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logger = logging.getLogger(__name__)
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RECORD_DIR_ENV = "HEADROOM_PROBE_RECORD_DIR"
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class CompressionEventRecorder:
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"""Pipeline extension appending one JSONL line per compression event.
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Only ``INPUT_COMPRESSED`` events that carry ``original_messages`` in their
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metadata and actually changed the token count are recorded. The extension
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never mutates the event; ``PipelineExtensionManager.emit`` already swallows
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extension exceptions, so a broken recorder cannot break a request.
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"""
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def __init__(self, record_dir: Path) -> None:
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self._dir = record_dir
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self._dir.mkdir(parents=True, exist_ok=True)
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os.chmod(self._dir, 0o700)
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# One file per process so concurrent proxy workers never interleave
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# partial lines.
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self._path = self._dir / f"compression-events-{os.getpid()}.jsonl"
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self._lock = threading.Lock()
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@property
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def path(self) -> Path:
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return self._path
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def on_pipeline_event(self, event: PipelineEvent) -> None:
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if event.stage is not PipelineStage.INPUT_COMPRESSED:
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return None
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metadata = event.metadata or {}
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original = metadata.get("original_messages")
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tokens_before = metadata.get("tokens_before")
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tokens_after = metadata.get("tokens_after")
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if original is None or event.messages is None:
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return None
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if tokens_before is None or tokens_after is None or tokens_before == tokens_after:
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return None
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record = {
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"ts": time.time(),
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"request_id": event.request_id,
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"provider": event.provider,
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"model": event.model,
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"tokens_before": tokens_before,
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"tokens_after": tokens_after,
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"transforms_applied": metadata.get("transforms_applied") or [],
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"original_messages": original,
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"compressed_messages": event.messages,
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}
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line = json.dumps(record, ensure_ascii=False, default=str)
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with self._lock:
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with self._path.open("a", encoding="utf-8") as fh:
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fh.write(line + "\n")
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return None
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def probe_recorder_from_env() -> CompressionEventRecorder | None:
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"""Build a recorder when ``HEADROOM_PROBE_RECORD_DIR`` is set, else None.
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Fail-open: any error constructing the recorder (unwritable path, etc.)
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disables recording with a warning instead of breaking proxy startup.
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"""
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record_dir = os.environ.get(RECORD_DIR_ENV, "").strip()
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if not record_dir:
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return None
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try:
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return CompressionEventRecorder(Path(record_dir).expanduser())
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except Exception as exc: # noqa: BLE001 - recorder must never break proxy startup
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logger.warning("probe recorder disabled (%s): %s", RECORD_DIR_ENV, exc)
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return None
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