Files
ComfyAssets-ComfyUI_PromptM…/database/annotations.py
T
Vito 1b8fbdbb75 feat(annotations): image tag routes, model gate and scored suggestions (#278)
* feat(annotations): add scoped observe, capture preview and tag save routes

POST /prompt_manager/image-annotations/observe captures the file named by
the listing identity {root_index, root_scope, path} (scope checked against
the current roots before any file access) and answers the saved tag set of
exactly those bytes, refreshing a matching record's verified fingerprint.
GET/DELETE .../capture/{token} serve the private copy (no-store, nosniff,
pinned with acquire/release_use while it streams) and release it.
PUT .../tags re-hashes the current file and writes only when it still
holds the captured bytes, under the storage epoch and tag revision
(file-changed, storage-changed, tag-conflict, tag-limit, replayed).
Bodies are capped at 64 KiB with unknown fields refused; envelopes never
carry server paths or locators. Restores invalidate every capture and the
host's cleanup removes the capture directory.

* feat(autotag): scored suggestions with a configurable count behind a shared model gate

- py/model_gate.py: one process-wide, non-blocking gate for loading,
  swapping, running, downloading and unloading a tagging model. Worker
  calls run shielded; a release requested while one still runs takes
  effect only when it exits (client disconnect keeps the gate).
- Legacy /autotag/single, /start, /download/{type} and /unload hold the
  gate and answer 409 {code: "model-busy"} while another operation holds
  it; their bodies are otherwise unchanged. /autotag/models gains
  suggestion_limit.
- AutoTagService.generate_tag_suggestions: WD14 (name, probability) best
  first, GGUF/HF (name, None) in output order, first `limit` distinct
  case-insensitively; generate_tags keeps its return; the image file is
  closed before inference returns.
- POST /prompt_manager/image-annotations/suggest runs one engine on the
  pinned capture, with strict per-engine options, never downloads
  (409 model-unavailable) and never writes.
- config.json autotag.defaults.suggestion_limit, integer 1..100, default
  10, validated on load.
- Capture probe decides Generate from the image header alone, so prompt
  metadata over the inspection budgets no longer blocks it.

* feat(images): match image tags in the Tags filter, search and inspector

The workspace Images listing now admits a file under a Tags filter when
every requested tag is carried by its linked positive or its current image
tag set, and q also matches image tag names (case-folded substring). Image
tags count only while a byte record is verified at the file's present
(size, mtime_ns) (spec amendment S1): the tagged records are streamed
once, only listed files carrying a filter tag or q hit are stat'ed, and
their linked positives are read through the file_path index so tags,
category, rating and the positive count combine.

The rooted inspector envelope gains a validated image_tags facet
(current / none / unavailable) read at the inspection's own stable stat.
A failed image-tag read fails a Tags filter like a failed link read and
degrades a q search to no image tags; plain listings read none. Legacy
gallery and search responses are unchanged.

* fix(annotations): answer a fixed coded message when the filtered image list fails

A failed prompt-link or image-tag read under a Tags, category or rating
filter returned the raw exception text (SQL or database messages) in the
500 body. The workspace listing now answers code listing-failed with a
fixed sentence and logs the traceback. The legacy output listing and the
inspector image-tag read now log with exc_info as well.

* fix(annotations): drop suggestion names that Save would reject

A JoyCaption part over 50 characters or holding a newline came back as a
preselected chip, so the first Save of the dialog failed with a 400 and
nothing was stored. generate_tag_suggestions now applies the vocabulary
tag-name rules before the case-insensitive dedupe and the limit count, so
the requested number of valid chips still comes back.

* fix(annotations): stop changing the process warnings filters during capture

header_dimensions wrapped Image.open in warnings.catch_warnings with an
error filter for DecompressionBombWarning. catch_warnings is not
thread-safe, so two overlapping captures could leave that error filter
installed for every later Pillow open in the ComfyUI process. Only
Pillow's DecompressionBombError is now mapped to HeaderTooLarge; a size
that only warns is refused by the existing inference pixel cap.

* fix(annotations): free pins on cancellation, serve preview ranges, code every storage error

- A preview cancelled while its file opens closes the handle and only
  then ends the pin, so a doomed capture is never unlinked while open.
- An observe cancelled while capturing or reading releases the capture
  instead of leaving it until the idle expiry.
- The model gate takes an on_skipped callback that runs once when the
  work never starts; Generate passes the capture's release_use, so an
  executor refusal no longer leaks a pin against the capture budget.
- The preview answers a single byte range with 206 and Content-Range
  (416 for an unsatisfiable or multi-range header), still streamed inside
  the pin, so Safari and WebKit can play video captures.
- _coded maps tag-limit (400), metadata-conflict and vocabulary-conflict,
  and falls back to 409 with a fixed sentence for any other code instead
  of raising KeyError.

* fix(annotations): deny case and Unicode spellings of a listed file

On macOS (case- and normalization-insensitive APFS) a crafted target such
as A.PNG or an NFD name opened the listed a.png or NFC file while
realpath kept the requested spelling, so the tags were stored under a
second locator the Images filter never shows. Capture and verify now
require each path part to be spelled as its directory lists it and deny
any other case or Unicode spelling as an alias (409 source-changed, like
a symlink alias). A missing file with no other spelling keeps its usual
outcome.

* test(annotations): one shared folder_paths stub for the API test modules

test_api_images and test_api_prompts installed a MagicMock folder_paths,
so whenever one of them was imported before test_api_autotag the later
patch("folder_paths.get_output_directory") in test_api_history_outputs
left a mock attribute behind and two test_diagnostics_config tests
failed. tests/host_stubs.py now installs one real-module stub, used by
test_api_images, test_api_prompts and test_api_autotag (and through
test_api_images by the annotation modules, whose copy is gone), so the
modules pass in either import order.

* fix(annotations): derive the suggestion cap from the image tag set cap

py/autotag.py now takes MAX_SUGGESTION_LIMIT from database.annotations
MAX_IMAGE_TAGS. The two copies that cannot import it (py/config.py loads
before the database, utils/inspection_response.py stays storage-free) are
pinned equal by a test, so the 100 limits cannot drift apart.

* docs(testing): record capture aliases, preview ranges and the PR B follow-ups

TESTING.md now states that case and Unicode spellings are aliases, that
the preview serves byte ranges inside the capture pin, where the
cancellation tests live, and two tracked follow-ups: the legacy batch's
ungated cleanup unload under its own last inference, and the three files
over the 800-line ceiling (split py/autotag.py first).
2026-10-22 10:36:58 -07:00

462 lines
18 KiB
Python

"""Per-image tag sets (#249): byte-exact storage in the shared vocabulary.
A tag set belongs to one byte record (``media_annotation_bytes``): the
whole-file SHA-256 of one physical file, owned by the file's private locator
(``media_annotation_files``). Callers pass verified facts (digest, size,
``mtime_ns``); nothing here reads the filesystem or resolves an owner through
prompt links, so tagging one image never changes another image, a prompt or a
pair.
Commands run in one ``_pair_transaction`` fenced by the storage epoch, like the
native Library and vocabulary commands. A save is a full replacement guarded
by the set's ``tag_revision``; the identical set sent again (a lost-response
retry, or the current set at its own revision) answers ``replayed: true`` and
writes nothing. ``add_image_tags`` unions into the existing set, keeping the
stored spelling. Names enter the global ``tags`` registry exactly as spelled,
so vocabulary rename, merge and delete carry image links with prompt and pair
links (``PromptDatabase._move_tag_links``).
Cheap reads (spec amendment S1) treat a byte record as *current* only while
the file's present ``(size, mtime_ns)`` equals the record's verified
fingerprint; a file without a current record shows no image tags.
"""
import re
import sqlite3
from contextlib import contextmanager
from typing import Iterator
from uuid import uuid4
from .annotation_schema import (
BYTES_TABLE,
FILES_TABLE,
IMAGE_TAGS_TABLE,
MAX_LOCATOR_LENGTH,
METADATA_TABLE,
)
from .library_commands import _UUID, LibraryCommandError, _validate_epoch
from .models import utc_now_iso
from .vocabulary import validate_vocabulary_tag_name
MAX_IMAGE_TAGS = 100
_LOOKUP_CHUNK = 500
_DIGEST = re.compile(r"[0-9a-f]{64}")
_MAX_INT = 2**63 - 1
_MIN_INT = -(2**63)
# Only this module's table constants are interpolated into the SQL below.
_OWNER = f"SELECT id FROM {FILES_TABLE} WHERE locator=?" # nosec B608
_INSERT_OWNER = (
f"INSERT INTO {FILES_TABLE}(id,locator,created_at) VALUES(?,?,?)" # nosec B608
)
_BYTE = (
f"SELECT id,tag_revision,size,mtime_ns FROM {BYTES_TABLE} " # nosec B608
"WHERE file_id=? AND sha256=?"
)
_INSERT_BYTE = (
f"INSERT INTO {BYTES_TABLE}(id,file_id,sha256,size,mtime_ns," # nosec B608
"verified_at,first_seen_at,tag_revision) VALUES(?,?,?,?,?,?,?,0)"
)
_REFRESH_BYTE = (
f"UPDATE {BYTES_TABLE} SET size=?,mtime_ns=?,verified_at=? WHERE id=?" # nosec B608
)
_REFRESH_BY_LOCATOR = (
f"UPDATE {BYTES_TABLE} SET size=?,mtime_ns=?,verified_at=? " # nosec B608
f"WHERE sha256=? AND file_id=({_OWNER})"
)
_BYTE_TAGS = (
f"SELECT t.name FROM {IMAGE_TAGS_TABLE} mit " # nosec B608
"JOIN tags t ON t.id=mit.tag_id WHERE mit.byte_id=? ORDER BY mit.position"
)
_CLEAR_TAGS = f"DELETE FROM {IMAGE_TAGS_TABLE} WHERE byte_id=?" # nosec B608
_INSERT_TAG = (
f"INSERT INTO {IMAGE_TAGS_TABLE}(byte_id,tag_id,position) " # nosec B608
"VALUES(?,?,?)"
)
_BUMP_REVISION = (
f"UPDATE {BYTES_TABLE} SET tag_revision=tag_revision+1 WHERE id=?" # nosec B608
)
_REVISION = f"SELECT tag_revision FROM {BYTES_TABLE} WHERE id=?" # nosec B608
_BUMP_INDEX = (
f"UPDATE {METADATA_TABLE} SET " # nosec B608
"image_index_revision=image_index_revision+1 WHERE singleton_id=1"
)
_READ = (
"SELECT b.id,b.tag_revision," # nosec B608
f"(SELECT COUNT(*) FROM {BYTES_TABLE} o WHERE o.file_id=f.id AND o.sha256!=?) "
f"FROM {FILES_TABLE} f LEFT JOIN {BYTES_TABLE} b "
"ON b.file_id=f.id AND b.sha256=? WHERE f.locator=?"
)
_FINGERPRINTS = (
"SELECT f.locator,b.id,b.size,b.mtime_ns,b.verified_at " # nosec B608
f"FROM {FILES_TABLE} f JOIN {BYTES_TABLE} b ON b.file_id=f.id "
"WHERE f.locator IN ({marks})"
)
_TAGS_OF = (
f"SELECT mit.byte_id,t.name FROM {IMAGE_TAGS_TABLE} mit " # nosec B608
"JOIN tags t ON t.id=mit.tag_id WHERE mit.byte_id IN ({marks}) "
"ORDER BY mit.byte_id,mit.position"
)
_RECORDS = (
"SELECT f.locator,b.id,b.size,b.mtime_ns,t.name " # nosec B608
f"FROM {FILES_TABLE} f JOIN {BYTES_TABLE} b ON b.file_id=f.id "
f"LEFT JOIN {IMAGE_TAGS_TABLE} mit ON mit.byte_id=b.id "
"LEFT JOIN tags t ON t.id=mit.tag_id "
"ORDER BY f.locator,b.first_seen_at,b.id,mit.position"
)
class AnnotationCommandError(LibraryCommandError):
"""An image tag command lost a race or hit the set's bound.
``code`` is ``tag-conflict`` (the set changed since it was read) or
``tag-limit`` (the union would exceed ``MAX_IMAGE_TAGS``); ``current`` is
the stored set ``{sha256, tags, tag_revision}`` read inside the
transaction, so the caller can show it.
"""
def __init__(self, code: str, epoch: str, current: dict | None = None):
super().__init__(code, epoch)
self.current = current
class ImageTagLimitError(ValueError):
"""More than ``MAX_IMAGE_TAGS`` distinct names in one set."""
def normalize_image_tags(names: object) -> list[str]:
"""Trim and validate each name, fold case-insensitive repeats, cap at 100.
The first occurrence keeps its spelling and position. Raises ``ValueError``
for anything but a list of valid vocabulary names, and its subclass
``ImageTagLimitError`` for more than ``MAX_IMAGE_TAGS`` distinct names.
"""
if not isinstance(names, list):
raise ValueError("tags must be a list of strings")
result: list[str] = []
seen: set[str] = set()
for value in names:
name = validate_vocabulary_tag_name(value)
key = name.casefold()
if key in seen:
continue
seen.add(key)
result.append(name)
if len(result) > MAX_IMAGE_TAGS:
raise ImageTagLimitError(f"An image can carry at most {MAX_IMAGE_TAGS} tags")
return result
def _validate_locator(locator: object) -> None:
if not isinstance(locator, str) or not 0 < len(locator) <= MAX_LOCATOR_LENGTH:
raise ValueError(
f"locator must be a nonblank path of at most {MAX_LOCATOR_LENGTH} chars"
)
def _validate_digest(sha256: object) -> None:
if not isinstance(sha256, str) or not _DIGEST.fullmatch(sha256):
raise ValueError("sha256 must be 64 lowercase hexadecimal characters")
def _validate_int(value: object, name: str, minimum: int) -> None:
if type(value) is not int or not minimum <= value <= _MAX_INT:
raise ValueError(f"{name} must be an integer not below {minimum}")
def _validate_target(locator: object, sha256: object, size: object, mtime_ns: object):
_validate_locator(locator)
_validate_digest(sha256)
_validate_int(size, "size", 0)
_validate_int(mtime_ns, "mtime_ns", _MIN_INT)
def _validate_fingerprint(locator: object, fingerprint: object) -> None:
_validate_locator(locator)
if (
not isinstance(fingerprint, tuple)
or len(fingerprint) != 2
or any(type(value) is not int for value in fingerprint)
):
raise ValueError("stats must map locators to (size, mtime_ns) integer pairs")
def _new_id() -> str:
"""A canonical UUID; the schema's CHECK lets NULL through, this does not."""
value = str(uuid4())
if not _UUID.fullmatch(value):
raise ValueError("Annotation ids must be canonical UUIDs")
return value
def _receipt(epoch: str, sha256: str, tags: list, revision: int, replayed: bool):
return {
"library_epoch": epoch,
"sha256": sha256,
"tags": list(tags),
"tag_revision": revision,
"replayed": replayed,
}
class AnnotationOperations:
"""PromptDatabase mixin: image tag sets, fingerprints and cheap reads.
``_`` helpers take the open ``_pair_transaction`` connection.
"""
@contextmanager
def _annotation_read(self) -> Iterator[sqlite3.Connection]:
"""One deferred read transaction, so paired SELECTs see one snapshot."""
conn = self.model.get_connection()
if conn.in_transaction:
raise sqlite3.ProgrammingError(
"Annotation reads require their own snapshot"
)
with conn:
conn.execute("BEGIN")
yield conn
@staticmethod
def _annotation_owner(conn: sqlite3.Connection, locator: str, now: str) -> str:
row = conn.execute(_OWNER, (locator,)).fetchone()
if row is not None:
return row[0]
file_id = _new_id()
conn.execute(_INSERT_OWNER, (file_id, locator, now))
return file_id
@staticmethod
def _annotation_byte(
conn: sqlite3.Connection,
file_id: str,
sha256: str,
size: int,
mtime_ns: int,
now: str,
) -> tuple[str, int, bool, bool]:
"""The byte record for these bytes, refreshed or created.
Returns ``(id, tag_revision, created, refingerprinted)``; the last is
True when an existing record's verified ``(size, mtime_ns)`` changed,
which moves its currency for cheap reads (the caller bumps the index
revision when nothing else does).
"""
row = conn.execute(_BYTE, (file_id, sha256)).fetchone()
if row is None:
byte_id = _new_id()
conn.execute(
_INSERT_BYTE, (byte_id, file_id, sha256, size, mtime_ns, now, now)
)
return byte_id, 0, True, False
conn.execute(_REFRESH_BYTE, (size, mtime_ns, now, row[0]))
return row[0], row[1], False, (row[2], row[3]) != (size, mtime_ns)
@staticmethod
def _byte_tags(conn: sqlite3.Connection, byte_id: str) -> list[str]:
return [row[0] for row in conn.execute(_BYTE_TAGS, (byte_id,))]
def _write_image_tags(
self, conn: sqlite3.Connection, byte_id: str, tags: list[str]
) -> int:
"""Rewrite the junction in order, bump both revisions; return the new one."""
tag_ids = self._ensure_tags(conn, tags)
conn.execute(_CLEAR_TAGS, (byte_id,))
conn.executemany(
_INSERT_TAG,
[(byte_id, tag_ids[name], position) for position, name in enumerate(tags)],
)
conn.execute(_BUMP_REVISION, (byte_id,))
conn.execute(_BUMP_INDEX)
return conn.execute(_REVISION, (byte_id,)).fetchone()[0]
def _current_set(self, conn, sha256, byte_id, revision) -> dict:
return {
"sha256": sha256,
"tags": self._byte_tags(conn, byte_id),
"tag_revision": revision,
}
def read_image_tags(self, locator: str, sha256: str) -> dict:
"""The stored set of these exact bytes, or an empty set at revision 0.
``prior_count`` is the number of other byte records at the locator
(earlier or later bytes of the same file).
"""
_validate_locator(locator)
_validate_digest(sha256)
with self._annotation_read() as conn:
row = conn.execute(_READ, (sha256, sha256, locator)).fetchone()
if row is None:
return {"tags": [], "tag_revision": 0, "prior_count": 0}
tags = self._byte_tags(conn, row[0]) if row[0] is not None else []
return {"tags": tags, "tag_revision": row[1] or 0, "prior_count": row[2]}
def replace_image_tags(
self,
*,
locator: str,
sha256: str,
size: int,
mtime_ns: int,
expected_epoch: str,
expected_tag_revision: int,
tags: list,
) -> dict:
"""Replace the set of these exact bytes, guarded by epoch and revision.
Creates the owner and byte record when the bytes are new (an explicit
empty set is a real save). The identical set at the current revision,
or one behind it (a lost-response retry), is ``replayed`` and writes
nothing; any other revision mismatch is ``tag-conflict`` with the
current set and no writes.
"""
_validate_target(locator, sha256, size, mtime_ns)
_validate_epoch(expected_epoch)
_validate_int(expected_tag_revision, "expected_tag_revision", 0)
tags = normalize_image_tags(tags)
with self._pair_transaction() as conn:
epoch = self._library_epoch(conn, expected_epoch)
now = utc_now_iso()
file_id = self._annotation_owner(conn, locator, now)
byte_id, revision, created, refingerprinted = self._annotation_byte(
conn, file_id, sha256, size, mtime_ns, now
)
current = self._byte_tags(conn, byte_id)
if (
not created
and current == tags
and expected_tag_revision in (revision, revision - 1)
):
if refingerprinted:
conn.execute(_BUMP_INDEX)
return _receipt(epoch, sha256, current, revision, True)
if expected_tag_revision != revision:
raise AnnotationCommandError(
"tag-conflict",
epoch,
{"sha256": sha256, "tags": current, "tag_revision": revision},
)
revision = self._write_image_tags(conn, byte_id, tags)
return _receipt(epoch, sha256, tags, revision, False)
def add_image_tags(
self,
*,
locator: str,
sha256: str,
size: int,
mtime_ns: int,
expected_epoch: str,
tags: list,
) -> dict:
"""Union ``tags`` into the set of these exact bytes, keeping stored spelling.
``added`` counts the names that were new (case-insensitively). A union
over ``MAX_IMAGE_TAGS`` is ``tag-limit`` with the current set and no
writes; a union that adds nothing to an existing record is ``replayed``.
"""
_validate_target(locator, sha256, size, mtime_ns)
_validate_epoch(expected_epoch)
tags = normalize_image_tags(tags)
with self._pair_transaction() as conn:
epoch = self._library_epoch(conn, expected_epoch)
now = utc_now_iso()
file_id = self._annotation_owner(conn, locator, now)
byte_id, revision, created, refingerprinted = self._annotation_byte(
conn, file_id, sha256, size, mtime_ns, now
)
current = self._byte_tags(conn, byte_id)
present = {name.casefold() for name in current}
added = [name for name in tags if name.casefold() not in present]
merged = current + added
if len(merged) > MAX_IMAGE_TAGS:
raise AnnotationCommandError(
"tag-limit",
epoch,
{"sha256": sha256, "tags": current, "tag_revision": revision},
)
if not created and not added:
if refingerprinted:
conn.execute(_BUMP_INDEX)
return {**_receipt(epoch, sha256, current, revision, True), "added": 0}
revision = self._write_image_tags(conn, byte_id, merged)
return {
**_receipt(epoch, sha256, merged, revision, False),
"added": len(added),
}
def refresh_image_fingerprint(
self, locator: str, sha256: str, size: int, mtime_ns: int
) -> bool:
"""Record that these exact bytes were just seen with this stat.
True when a byte record was refreshed; nothing is created and no tag
or tag revision changes. The image index revision moves because the
record's currency for cheap reads may have changed.
"""
_validate_target(locator, sha256, size, mtime_ns)
with self.model.get_connection() as conn:
cursor = conn.execute(
_REFRESH_BY_LOCATOR, (size, mtime_ns, utc_now_iso(), sha256, locator)
)
if cursor.rowcount > 0:
conn.execute(_BUMP_INDEX)
return cursor.rowcount > 0
def current_image_tags(self, stats: dict) -> dict:
"""Image tags of the files whose current ``(size, mtime_ns)`` is verified.
``stats`` maps locators to their present fingerprint. A locator is
answered (possibly with an empty set) only when a byte record carries
exactly that verified fingerprint; the most recently verified record
wins when several do. Lookups go in chunks of 500 locators.
"""
if not isinstance(stats, dict):
raise ValueError(
"stats must map locators to (size, mtime_ns) integer pairs"
)
for locator, fingerprint in stats.items():
_validate_fingerprint(locator, fingerprint)
locators = list(stats)
chosen: dict[str, tuple[tuple[str, str], str]] = {}
result: dict[str, list[str]] = {}
with self._annotation_read() as conn:
for start in range(0, len(locators), _LOOKUP_CHUNK):
chunk = locators[start : start + _LOOKUP_CHUNK]
marks = ",".join("?" * len(chunk))
for locator, byte_id, size, mtime_ns, verified_at in conn.execute(
_FINGERPRINTS.format(marks=marks), chunk
):
if (size, mtime_ns) != stats[locator]:
continue
key = (verified_at, byte_id)
if locator not in chosen or key > chosen[locator][0]:
chosen[locator] = (key, byte_id)
owners = {byte_id: locator for locator, (_key, byte_id) in chosen.items()}
result = {locator: [] for locator in chosen}
byte_ids = list(owners)
for start in range(0, len(byte_ids), _LOOKUP_CHUNK):
chunk = byte_ids[start : start + _LOOKUP_CHUNK]
marks = ",".join("?" * len(chunk))
for byte_id, name in conn.execute(_TAGS_OF.format(marks=marks), chunk):
result[owners[byte_id]].append(name)
return result
def iter_image_tag_records(self) -> Iterator[tuple[str, int, int, list[str]]]:
"""Stream every byte record as ``(locator, size, mtime_ns, tags)``.
One SELECT ordered by locator, then by the bytes' first sighting, with
each set's names in position order.
"""
conn = self.model.get_connection()
current: tuple | None = None
for locator, byte_id, size, mtime_ns, name in conn.execute(_RECORDS):
if current is None or current[0] != byte_id:
if current is not None:
yield current[1]
current = (byte_id, (locator, size, mtime_ns, []))
if name is not None:
current[1][3].append(name)
if current is not None:
yield current[1]