US07-03: Harden Media and Metadata Edge Cases

This commit is contained in:
2026-08-17 00:56:39 +02:00
parent d2e44b5657
commit 691bd45825
18 changed files with 1525 additions and 53 deletions

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@@ -26,9 +26,8 @@ from sqlalchemy import func, select
from sqlalchemy.orm import sessionmaker
from photo_pipeline import path_policy
from photo_pipeline.integrations import exiftool
from photo_pipeline.models import AnalysisResult, Asset, SafetyReview
from photo_pipeline.services import hashing
from photo_pipeline.services import exif_checkpoint
from photo_pipeline.services.safety import SFW
MODEL = "gemini-2.5-flash"
@@ -170,7 +169,7 @@ class AnalysisService:
tokens=int(result.get("_tokens", 0)) if isinstance(result, dict) else 0,
raw=json.dumps(result, ensure_ascii=False),
)
_write_analysis_exif(path, result)
self._write_analysis_exif(asset_id, path, result)
analyzed += 1
return {"analyzed": analyzed, "skipped": skipped, "errors": errors}
@@ -195,10 +194,42 @@ class AnalysisService:
row.location_hint = result.get("location_hint")
row.approx_year = result.get("approx_year")
row.analyzed_at = now
row.exif_written_at = now
session.add(row)
session.commit()
def _write_analysis_exif(self, asset_id: str, path: str, result: dict) -> None:
"""The analysis EXIF checkpoint: additive keywords, then prove the rest held.
Additive by design — safety keywords and the user's own keywords are merged
with, never replaced (concept §3). ``exif_written_at`` is set only when the
read-back verified both the new keywords and every field this stage does not
own; a divergent result is recorded and left for a human (US07-03).
ponytail: the managed ``AI:`` caption segment, once captions are owned here.
"""
tags = tuple(str(tag) for tag in (result.get("tags") or []))
if not tags:
return
checkpoint = exif_checkpoint.run(path, add=tags)
exif_checkpoint.record(
self._session_factory,
asset_id=asset_id,
stage="analysis",
result=checkpoint,
add=tags,
)
if not checkpoint.verified:
return
with self._session_factory() as session:
row = session.get(AnalysisResult, asset_id)
if row is not None:
row.exif_written_at = checkpoint.verified_at
asset = session.get(Asset, asset_id)
if asset is not None and checkpoint.sha256:
# The bytes changed when the container was rewritten; upload must use
# the hash of what is actually on disk now (concept §3).
asset.current_sha256 = checkpoint.sha256
session.commit()
def get(self, asset_id: str) -> dict | None:
with self._session_factory() as session:
row = session.get(AnalysisResult, asset_id)
@@ -211,17 +242,6 @@ def _album_hint(path: str) -> str:
return Path(path).parent.name
def _write_analysis_exif(path: str, result: dict) -> None:
"""Additive analysis keywords into EXIF (Keywords/Subject), preserving safety
and user keywords. The donor also wrote a managed caption; only keywords are
written here via the shared adapter.
ponytail: add the managed ``AI:`` caption segment + read-back preservation check
when the analysis EXIF checkpoint is hardened."""
tags = result.get("tags") if isinstance(result, dict) else None
if tags:
exiftool.apply_keywords(path, add=[str(t) for t in tags])
def _result_dict(row: AnalysisResult) -> dict:
data = {field: getattr(row, field) for field in RESULT_FIELDS}
data["tags"] = json.loads(row.tags) if row.tags else []

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@@ -0,0 +1,173 @@
"""The EXIF checkpoint every metadata stage ends with (concept §3, US07-03).
A stage does not own a file's metadata; it owns a few fields in it. So writing is
never "set these tags" — it is:
snapshot everything → write only the owned fields → read everything back
→ prove the owned fields landed → prove nothing else moved
→ refresh the file hash → record the projection
Non-destructive here means *semantic* preservation: exiftool may rewrite the whole
container, so the file's bytes, size, and timestamps legitimately change. What may
not change is any field this stage does not own. When one does, the checkpoint is
``divergent``: the result is recorded, the stage is **not** marked verified, and
nothing is silently repaired — a later stage that needs verified metadata (upload)
therefore stays blocked until a human looks.
``failed`` is the third outcome and is deliberately distinct: exiftool missing, an
unreadable file, or a write that did not take is not evidence that metadata is fine.
"""
from __future__ import annotations
import json
import uuid
from dataclasses import dataclass
from datetime import datetime, timezone
from photo_pipeline.integrations import exiftool
from photo_pipeline.models import ExifProjection
from photo_pipeline.services import hashing
# The tags the safety and analysis stages may change. Matched on the tag name, so
# every group carries the same rule (IPTC:Keywords, XMP:XMP-dc:Subject, ...).
OWNED_TAGS = frozenset({"Keywords", "Subject"})
# Not metadata about the picture: filesystem facts, the digest that necessarily
# moves whenever IPTC does, and the structural tags exiftool has to create the first
# time it writes an IPTC or XMP block. Comparing these would report every write as
# divergent and make the signal worthless.
VOLATILE_PREFIXES = ("File:System:", "ExifTool:")
VOLATILE_KEYS = frozenset(
{
"File:CurrentIPTCDigest",
"IPTC:ApplicationRecordVersion",
"XMP:XMP-x:XMPToolkit",
"XMP:XMP-xmp:MetadataDate",
}
)
VERIFIED = "verified"
DIVERGENT = "divergent"
FAILED = "failed"
@dataclass(frozen=True)
class CheckpointResult:
state: str # verified | divergent | failed
changed_fields: tuple[str, ...] = ()
sha256: str | None = None
verified_at: datetime | None = None
reason: str | None = None
@property
def verified(self) -> bool:
return self.state == VERIFIED
def _now() -> datetime:
return datetime.now(timezone.utc)
def is_owned(key: str) -> bool:
return key.rsplit(":", 1)[-1] in OWNED_TAGS
def is_volatile(key: str) -> bool:
return key in VOLATILE_KEYS or key.startswith(VOLATILE_PREFIXES)
def compare(before: dict, after: dict) -> tuple[str, ...]:
"""Fields outside this stage's ownership whose value did not survive the write.
Additions count: a tag that appears out of nowhere is as much a divergence as a
tag that disappeared — both mean the write did more than it was asked to.
"""
keys = set(before) | set(after)
return tuple(
sorted(
key
for key in keys
if not is_owned(key)
and not is_volatile(key)
and before.get(key) != after.get(key)
)
)
def owned_values(snapshot: dict) -> set[str]:
"""Lowercased Keywords/Subject values across every group in the snapshot."""
values: set[str] = set()
for key, value in snapshot.items():
if not is_owned(key):
continue
items = value if isinstance(value, list) else [value]
values.update(str(item).strip().lower() for item in items if item is not None)
return values
def run(
path: str,
*,
add: tuple[str, ...] = (),
remove: tuple[str, ...] = (),
) -> CheckpointResult:
"""Write the owned keywords for one asset and verify the whole file around them."""
before = exiftool.read_all(path)
if before is None:
return CheckpointResult(FAILED, reason="metadata_unreadable")
if not exiftool.apply_keywords(path, add=add, remove=remove):
return CheckpointResult(FAILED, reason="write_failed")
after = exiftool.read_all(path)
if after is None:
return CheckpointResult(FAILED, reason="readback_unreadable")
present = owned_values(after)
wanted = {value.strip().lower() for value in add}
unwanted = {value.strip().lower() for value in remove}
if not wanted <= present or (unwanted & present):
return CheckpointResult(FAILED, reason="owned_fields_not_written")
changed = compare(before, after)
sha256 = hashing.sha256_file(path)
if changed:
return CheckpointResult(DIVERGENT, changed_fields=changed, sha256=sha256)
return CheckpointResult(VERIFIED, sha256=sha256, verified_at=_now())
def record(
session_factory,
*,
asset_id: str,
stage: str,
result: CheckpointResult,
add: tuple[str, ...] = (),
remove: tuple[str, ...] = (),
) -> None:
"""Persist the projection for ``(asset_id, stage)`` — one current row per pair.
The row is what makes divergence durable and reviewable rather than a log line
that scrolled away.
"""
with session_factory() as session:
row = session.get(ExifProjection, (asset_id, stage))
if row is None:
row = ExifProjection(asset_id=asset_id, stage=stage, id=str(uuid.uuid4()))
session.add(row)
row.projection_version = (row.projection_version or 0) + 1
row.desired_json = json.dumps({"add": list(add), "remove": list(remove)})
row.divergent_fields = json.dumps(list(result.changed_fields))
row.result_file_sha256 = result.sha256
row.state = result.state
row.error_code = result.reason
row.verified_at = result.verified_at
row.updated_at = _now()
session.commit()
def state_for(session_factory, asset_id: str, stage: str) -> str | None:
with session_factory() as session:
row = session.get(ExifProjection, (asset_id, stage))
return row.state if row else None

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@@ -16,7 +16,9 @@ from __future__ import annotations
import hashlib
from pathlib import Path
from PIL import Image, ImageOps
from PIL import ImageOps
from photo_pipeline import imaging
PIXEL_HASH_VERSION = 1
PHASH_VERSION = 1
@@ -41,7 +43,9 @@ def _digest_file(path: Path | str, digest) -> str:
def pixel_sha256(path: Path | str) -> str:
with Image.open(path) as image:
# Bounded decode: a header claiming a billion pixels is refused before it is
# ever turned into memory (US07-03).
with imaging.open_image(path) as image:
oriented = ImageOps.exif_transpose(image)
rgb = oriented.convert("RGB")
header = f"{PIXEL_HASH_VERSION}:{rgb.width}x{rgb.height}:".encode()
@@ -68,7 +72,9 @@ def phash(path: Path | str) -> str:
import numpy as np
from scipy.fftpack import dct
with Image.open(path) as image:
from PIL import Image
with imaging.open_image(path) as image:
small = image.convert("L").resize((32, 32), Image.LANCZOS)
matrix = np.asarray(small, dtype=np.float64)
transformed = dct(dct(matrix, axis=0), axis=1)

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

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@@ -20,15 +20,16 @@ pa-imaging).
from __future__ import annotations
import os
import uuid
from pathlib import Path
from PIL import Image, ImageOps, UnidentifiedImageError
from PIL import Image, ImageOps
from sqlalchemy import select
from sqlalchemy.exc import IntegrityError
from sqlalchemy.orm import sessionmaker
from photo_pipeline import path_policy
from photo_pipeline import imaging, path_policy
from photo_pipeline.config import Config
from photo_pipeline.models import Asset, Thumbnail
from photo_pipeline.services import availability
@@ -42,6 +43,9 @@ except Exception: # pragma: no cover
pass
SIZES = (256, 512, 1280)
# Every in-flight render writes one of these beside its destination; startup
# cleanup recognises exactly this pattern and nothing else.
TEMP_SUFFIX = ".tmp"
THUMB_VERSION = 1
THUMB_FORMAT = "webp"
# The size kept as durable comparison evidence for archived assets (concept §9).
@@ -222,28 +226,33 @@ class ThumbnailService:
return self._cache_dir / safe[:2] / f"{safe}.{THUMB_FORMAT}"
def _render(self, source: str, size: int, cache_key: str) -> dict:
"""Decode bounded, orient, colour-manage, resize, and write atomically.
The temporary file is removed on every failure path: a decoder that dies
halfway through ``save`` would otherwise leave a stray ``.tmp`` in the cache
forever (US07-03).
"""
destination = self._cache_path(cache_key)
destination.parent.mkdir(parents=True, exist_ok=True)
tmp = destination.with_name(f".{destination.name}.{uuid.uuid4().hex}{TEMP_SUFFIX}")
try:
with Image.open(source) as image:
width, height = image.size
if width * height > self._config.thumbnail_max_pixels:
raise ImageTooLarge(
f"{width}x{height} exceeds {self._config.thumbnail_max_pixels} px"
)
with imaging.open_image(source, max_pixels=self._config.thumbnail_max_pixels) as image:
imaging.draft(image, size) # JPEG decodes near the target size
oriented = ImageOps.exif_transpose(image)
mode = "RGBA" if _has_alpha(oriented) else "RGB"
converted = oriented.convert(mode)
converted = imaging.to_srgb(oriented, mode=mode)
converted.thumbnail((size, size), Image.LANCZOS)
out_width, out_height = converted.size
destination = self._cache_path(cache_key)
destination.parent.mkdir(parents=True, exist_ok=True)
tmp = destination.with_name(f".{destination.name}.{uuid.uuid4().hex}.tmp")
converted.save(tmp, format="WEBP", quality=82, method=4)
except ImageTooLarge:
except imaging.ImageTooLarge as error:
tmp.unlink(missing_ok=True)
raise ImageTooLarge(str(error)) from None
except imaging.UndecodableImage as error:
tmp.unlink(missing_ok=True)
raise UnsupportedImage(str(error)) from None
except Exception:
tmp.unlink(missing_ok=True)
raise
except (UnidentifiedImageError, OSError, ValueError) as error:
raise UnsupportedImage(f"cannot decode {source}: {error}") from error
import os
os.replace(tmp, destination)
return {
@@ -253,6 +262,28 @@ class ThumbnailService:
"format": THUMB_FORMAT,
}
def cleanup_temp_files(self) -> int:
"""Remove leftover render temporaries, and only those.
Runs at startup, where the concept is explicit: clean *recognized* stale
temporary files, never arbitrary ones. The pattern is this service's own —
a dot-prefixed name inside the managed cache directory ending in
``.tmp`` — so nothing outside the cache and nothing a user put there can
match. Returns how many were removed.
"""
if not self._cache_dir.is_dir():
return 0
removed = 0
for leftover in self._cache_dir.rglob(f".*{TEMP_SUFFIX}"):
if not leftover.is_file() or leftover.is_symlink():
continue
try:
leftover.unlink()
removed += 1
except OSError: # pragma: no cover - a racing render already won
pass
return removed
# ── persistence ────────────────────────────────────────────────────────────
def _record_ready(
self, cache_key: str, asset_id: str, size: int, rendered: dict, *, protected: bool = False