US07-03: Harden Media and Metadata Edge Cases
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@@ -108,9 +108,8 @@ from datetime import datetime, timezone
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from sqlalchemy import select
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from sqlalchemy.orm import sessionmaker
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from photo_pipeline.integrations import exiftool
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from photo_pipeline.models import Asset, SafetyReview
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from photo_pipeline.services import hashing
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from photo_pipeline.models import Asset, ExifProjection, SafetyReview
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from photo_pipeline.services import exif_checkpoint
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DECISIONS = {SFW, NSFW, "deferred"}
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@@ -174,6 +173,14 @@ class SafetyService:
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with self._session_factory() as session:
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assets = list(session.scalars(_eligible_assets_query().order_by(Asset.current_path)))
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latest = self._latest_by_asset(session)
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# One query, not one per asset: the reviewer needs to see a divergent
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# checkpoint, which is neither "verified" nor a plain failure (US07-03).
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projections = {
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row.asset_id: row.state
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for row in session.scalars(
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select(ExifProjection).where(ExifProjection.stage == "safety")
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)
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}
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rows = []
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for asset in assets:
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review = latest.get(asset.id)
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@@ -189,6 +196,7 @@ class SafetyService:
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"decision": decision,
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"suggested": classify(review.score) if review and review.score is not None else None,
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"exif_verified": bool(review and review.exif_verified_at),
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"exif_state": projections.get(asset.id),
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}
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)
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return {"total": len(rows), "items": rows[offset : offset + limit]}
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@@ -247,13 +255,24 @@ class SafetyService:
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result_sha256 = None
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if write_exif and decision in (SFW, NSFW) and path:
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ops = exif_projection(decision)
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if exiftool.apply_keywords(path, add=ops["add"], remove=ops["remove"]):
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# Read back: the chosen keyword present, the opposite absent.
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keywords = exiftool.read_keyword_sets([path]).get(path, set())
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opposite = NSFW if decision == SFW else SFW
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if decision in keywords and opposite not in keywords:
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exif_verified_at = _now()
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result_sha256 = hashing.sha256_file(path)
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# The full checkpoint: write the owned keyword, read the whole file back,
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# and prove every field this stage does not own survived. A divergent
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# result is recorded and left alone — it must not count as verified, so
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# upload stays blocked until a human decides (US07-03).
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result = exif_checkpoint.run(
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path, add=tuple(ops["add"]), remove=tuple(ops["remove"])
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)
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exif_checkpoint.record(
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self._session_factory,
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asset_id=asset_id,
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stage="safety",
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result=result,
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add=tuple(ops["add"]),
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remove=tuple(ops["remove"]),
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)
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if result.verified:
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exif_verified_at = result.verified_at
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result_sha256 = result.sha256
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now = _now()
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with self._session_factory() as session:
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