Admin Replay: re-run the pipeline over past calls in a sandbox (#170)
Correlation has only ever been measured through live AI windows: days of wall time per change, and the 09-20→22 window was invalidated outright by unfunded AI accounts (#169). Recordings are kept regardless of AI, so the traffic to measure against already exists. - internal/replay.py: runs a time range of real calls through the live pipeline code in original order, clock pinned per call, into replay_runs/{run_id}/calls|incidents. Modes: audio (re-transcribe), transcripts (re-extract), reuse (correlation only from a prior run's scenes). Simulates the idle-resolve and orphan-recorrelation sweeps on virtual time. No alerts, summaries, vocab, AI-health alerts or pending terms. One run at a time, <=5000 calls, <=7 days. - firestore.py: ContextVar sandbox redirect for calls/incidents. - clock.py: ContextVar-pinnable now(), used on the correlation path. - feature_flags.py: ContextVar flag override so replay runs with live AI off. - upload.py: scene loop extracted to _extract_and_correlate, shared by the live pipeline and replay so replay measures the code that runs live. - resolved_via on every incident resolve, so a real clear can be told from the idle timeout — live and in replay. - routers/replay.py + /admin Replay tab: estimate, start, compare runs, drill into incidents with audio. Reviewed by drb-correlation-review; its leak and fidelity findings are fixed and covered by tests. c2-core: 456 pass. Frontend typecheck not run (no Node on the authoring box). Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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Claude Opus 5.5
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"""
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Pipeline clock.
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`now()` is `datetime.now(timezone.utc)` everywhere except inside a replay run
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(app/internal/replay.py), which pins it to the replayed call's own time so the
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correlator's recency windows, the idle-resolve sweep and every started_at /
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updated_at / resolved_at it writes behave the way they did live.
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A ContextVar rather than a module global: a replay runs as a background task
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alongside real uploads, and each asyncio task (and every asyncio.to_thread it
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spawns) carries its own copy of the context, so a pinned clock can never leak
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into a live call's pipeline.
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"""
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from contextvars import ContextVar
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from datetime import datetime, timezone
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from typing import Optional
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_pinned: ContextVar[Optional[datetime]] = ContextVar("drb_clock_pinned", default=None)
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def now() -> datetime:
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pinned = _pinned.get()
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return pinned if pinned is not None else datetime.now(timezone.utc)
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def pin(when: Optional[datetime]):
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"""Pin the clock for the current context. Returns a token for `unpin`."""
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return _pinned.set(when)
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def unpin(token) -> None:
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_pinned.reset(token)
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