* feat(inspector): use recorded run history when the graph alone can't name the prompt (#386) When a file's own graph leaves the prompt open, both inspect routes ask recorded run history about the file (one run reported it and it was written during that run). The save node that run reported it from anchors the walk like a file-name match, so dataset branches that share one saver prefix show their own prompt, labelled "Recorded run". Still open at one sampler whose PromptManager text was recorded at execution (a language model's output), the recorded text shows as "Execution recorded". Results the file resolves alone never change; a failed lookup judges the file alone. * fix(inspector): recorded texts follow history's saver; conflicts anchor nothing (#386) Review follow-ups: the texts PromptManager recorded are looked up at the sampler history's saver leads to, never at a sampler the unanchored walk named; a file name naming a different saver than history anchors nothing; outputs and texts are read in one transaction; "Recorded run" ranks below every workflow-inferred source; unexpected lookup errors log at error level. * fix(history): look up recorded runs by history's own spelling of the file (#386) The history route inspects a case-normalized target on Windows, while history matches file names exactly, so the occurrence's reference names the file. * refactor(inspector): share the inspector's resolve as inspection_resolution inspect_prompt_evidence now calls inspection_resolution, which returns the resolution to use, the anchored result and whether the recorded saver chose it. Ingestion can call the same helper for files the default profile cannot decide (#247). * feat(ingestion): one per-file prompt decision for the scan and the monitor utils/file_prompt.py holds decide_file_prompt, the ladder the output scan runs today plus the inspector's rule (inspection profile, then the recorded saver) before the legacy parser, with a SCAN and a MONITOR policy. Junk text (blank, numbers, LoRA tags only, model file names) is never stored. graph_prompt_text and parse_comfyui_prompt move here; the parser accepts parsed metadata (#247). * feat(ingestion): store a file's prompt in one transaction, one prompt per file database/scanned_prompts.py links a file to the prompt of one text, creating it when new, inside one BEGIN IMMEDIATE transaction: a file linked to another prompt is a conflict, a failed link leaves no prompt behind and two writers store one prompt. pair_ingestion gains file_link_rows, link_conflict and Marks/mark_created; ingest_resolved_pair takes optional marks for the components it creates. recorded_runs and named_prompt in run_attribution become public (#247). * feat(scan): decide each scanned file with the shared ladder (#247) _ingest_scanned_file calls decide_file_prompt (scan policy) and stores the result: pairs through ingest_resolved_pair and positives through store_scanned_prompt, both with the scan marks. Files the default profile leaves undecided now get the inspector's resolve, with the saver recorded history names, before the legacy parser, so each branch of a shared-prefix dataset run links its own prompt. Junk text is never stored, a file linked to another prompt is a conflict instead of a second link, and a failed link leaves no prompt behind. _BatchHistory reads the stored prompt and the recorded saver from one recorded_runs pass. _parse_comfyui_prompt calls the moved parse_comfyui_prompt. TESTING.md documents the decision. * fix(ingestion): keep the file-name saver anchor out of the ladder (#390) The #390 ruling queues a file that only its saver's file name resolves for Needs review, never linking it. inspection_resolution gains name_anchor; the ladder passes False, so such a file falls to the legacy floor in the scan (and to Needs review) and is never stored by the monitor, while the recorded saver still decides. The inspector keeps the name anchor. * fix(ingestion): no joined PromptManager text from the legacy floor; junk keeps its step's status The legacy parser returns prepend + text + append, so its answer is refused when a PromptManager-family node has a prepend or append part (#343). Junk found at the undecided-graph step keeps that step's unlinked status and review, so an ambiguous file is still queued for Needs review. The monitor policy's ambiguous file no longer asks for the recorded run, and the file size may be read lazily. * fix(ingestion): keep the legacy answer that is a PromptManager node's own text The joined-text refusal also refused the #170 parity files whose PromptManager prepend is a link the browser parser does not follow: its answer is then the node's literal text, which is what the node stores. Refuse only an answer that is not such a node's own text. * fix(scan): one prompt per file for recorded-run links; writes survive a library move The recorded run's stored prompt now links in one transaction with the file's link rows, so a file linked to another prompt is a conflict instead of a second link. The scan's stores run through survive_library_switch. A single file asks history once (a one-file _BatchHistory), the scan passes in_output=False and reads the file size only for files with prompt metadata. A conflict row reads "Kept: already linked to a different prompt". TESTING.md records the rules. * fix(ingestion): match a file's link rows under its resolved spelling too The scan stores realpath spellings and the monitor the watcher's raw path, so a file reached through a symlinked or junction output folder could get a second generated_images row. file_link_rows now queries the path and its realpath (each normalized and raw) and dedupes by row id. TESTING.md notes the reverse order is matched only when the raw spelling is the realpath. * fix(ingestion): a switched-off PromptManager node behind a pass-through stores nothing (#90) The #90 graph walk follows only prompt-like inputs, so a PromptManagerText with Save to library off reaching the encoder through another input name (easy showAnything.anything, a custom node's value) was invisible to it, and the inspector's resolve stored its text. The ladder now checks the positive every step names: a resolved or inspected positive whose path passes a node that is off, or a legacy answer that is such a node's own text, makes the file not_saved. * fix(ingestion): any switched-off node upstream of a positive stores nothing (#90) The ladder walks every input upstream of each sampler or guider positive (not negative, model, clip, latent or image inputs) for PromptManager nodes whose Save to library is off or wired from an unreadable node, so the sampler-less step, an off node with a prepend part and a PromptManagerPair behind a pass-through no longer store its text. The legacy-floor guard reads a node's resolved text. Every guard reports not_saved for a switch that is off and not_saved_wired for one it cannot read. * fix(ingestion): the switch walk skips negative inputs by #90's own rule The upstream walk treated only names containing "negative" as negative, so an off node on a neg, neg_text or text_neg input blocked an enabled positive. prompt_graph gains is_negative_input (the _NEGATIVE_KEY rule, also used by follows_input) and the walk uses it. The guards accept a node with null inputs and a side whose provenance is not an object. * fix(ingestion): the switch walk also skips any input named with "negative" #90's rule matches only whole underscore-separated words, so negative2, negativeprompt and NegativePrompt counted as positive inputs and an off node wired only to one of them blocked the file. The walk skips those too; follows_input is unchanged.
1037 lines
42 KiB
Python
1037 lines
42 KiB
Python
"""REST API module for ComfyUI PromptManager.
|
|
|
|
Split into domain-specific mixins for maintainability:
|
|
- PromptRoutesMixin: prompt CRUD, tags, categories, bulk ops, export
|
|
- ImageRoutesMixin: gallery, thumbnails, image serving and linking
|
|
- AdminRoutesMixin: duplicates, stats, settings, diagnostics, maintenance, backup, scan
|
|
- LoggingRoutesMixin: log management endpoints
|
|
- LogCleanupMixin: the reviewed rotated-log cleanup (a maintenance plan)
|
|
- DiagnosticsReportMixin: the shareable diagnostic report, without secrets or paths
|
|
- AutotagRoutesMixin: auto-tagging model management and tagging
|
|
- JobRoutesMixin: the session job registry behind Activity (py/api/jobs.py)
|
|
- ImageTagJobsMixin: bulk Add tags / Auto-tag as image-tags jobs
|
|
- ThumbnailJobsMixin: thumbnail plan, thumbnail job and the gallery stream on it
|
|
- ThumbnailConvertMixin: Convert outdated thumbnails (#317), a thumbnail job mode
|
|
- AutoThumbnailMixin: previews made on first view, on capture and after a scan
|
|
- ReviewRoutesMixin: the Needs review queue, item detail and decisions
|
|
- ReviewRecordingMixin: Needs review recording for the scan and the monitor
|
|
- ReviewEventsMixin: the Needs review change stream an open page re-reads on
|
|
- SystemRoutesMixin: System health check, Overview and usage statistics
|
|
- LibraryLocationRoutesMixin: where the library lives, Move library, Keep it here
|
|
- MaintenanceRoutesMixin: reviewed maintenance plans (preview, apply)
|
|
- WorkflowStorageRoutesMixin: store each workflow once, then Reclaim space
|
|
- DuplicateFilesMixin: duplicate image files as find and removal jobs
|
|
- LoraImportRoutesMixin: the reviewed, staged LoRA reference import job
|
|
"""
|
|
|
|
import asyncio
|
|
import datetime
|
|
import functools
|
|
import gzip as gzip_module
|
|
import json
|
|
import math
|
|
import ntpath
|
|
import os
|
|
import re
|
|
import threading
|
|
from pathlib import Path
|
|
|
|
from aiohttp import web
|
|
from PIL import Image
|
|
|
|
from .prompts import PromptRoutesMixin
|
|
from .pairs import PairRoutesMixin
|
|
from .library import LibraryRoutesMixin
|
|
from .vocabulary import VocabularyRoutesMixin
|
|
from .annotations import AnnotationRoutesMixin
|
|
from .review import ReviewRoutesMixin
|
|
from .review_recording import ReviewRecordingMixin
|
|
from .review_events import ReviewEventsMixin
|
|
from .saved_views import SavedViewRoutesMixin
|
|
from .collections import CollectionRoutesMixin
|
|
from .history import HistoryRoutesMixin
|
|
from .images import ImageRoutesMixin
|
|
from .gallery_listing import WALK_STOPPED, RootListing, WalkOutcome
|
|
from .admin import AdminRoutesMixin
|
|
from .settings_routes import SettingsRoutesMixin
|
|
from .job_routes import JobRoutesMixin
|
|
from .image_tag_jobs import ImageTagJobsMixin
|
|
from .thumbnail_jobs import ThumbnailJobsMixin
|
|
from .thumbnail_convert import ThumbnailConvertMixin
|
|
from .thumbnail_auto import AutoThumbnailMixin
|
|
from .system import SystemRoutesMixin
|
|
from .library_location import LibraryLocationRoutesMixin
|
|
from .maintenance import MaintenanceRoutesMixin
|
|
from .backup_restore import BackupRestoreRoutesMixin
|
|
from .workflow_storage import WorkflowStorageRoutesMixin
|
|
from .duplicate_files import DuplicateFilesMixin
|
|
from .maintenance_plans import PlanStore
|
|
from .jobs import JobRegistry
|
|
from .logging_routes import LoggingRoutesMixin
|
|
from .log_cleanup import LogCleanupMixin
|
|
from .diagnostics_report import DiagnosticsReportMixin
|
|
from .autotag_routes import AutotagRoutesMixin
|
|
from .lora_integration import LoraIntegrationMixin
|
|
from .lora_import_routes import LoraImportRoutesMixin
|
|
from .image_categories import ImageCategoryRoutesMixin
|
|
|
|
try:
|
|
from ...database.operations import PromptDatabase
|
|
from ...utils.file_prompt import parse_comfyui_prompt
|
|
from ...utils.logging_config import get_logger
|
|
from ...utils.video_metadata import is_video_path, read_video_metadata
|
|
except ImportError:
|
|
import sys
|
|
|
|
sys.path.insert(
|
|
0, os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
|
|
)
|
|
from database.operations import PromptDatabase
|
|
from utils.file_prompt import parse_comfyui_prompt
|
|
from utils.logging_config import get_logger
|
|
from utils.video_metadata import is_video_path, read_video_metadata
|
|
|
|
|
|
def _get_project_root():
|
|
"""Get the project root directory (3 levels up from py/api/__init__.py)."""
|
|
return os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
|
|
|
|
|
|
# How long an executor thread waits for the loop to drop the listings.
|
|
_OFF_LOOP_DROP_WAIT = 30
|
|
|
|
|
|
def _running_loop():
|
|
"""The event loop running in this thread, or None."""
|
|
try:
|
|
return asyncio.get_running_loop()
|
|
except RuntimeError:
|
|
return None
|
|
|
|
|
|
def _public_path(path) -> str:
|
|
"""Render a server path for an API response without revealing the layout.
|
|
|
|
Returns the path relative to the ComfyUI base directory (or to the parent
|
|
of an opted-in extra gallery root), as a POSIX-style string, or just the
|
|
basename when the path is not under any of those anchors.
|
|
"""
|
|
if not path:
|
|
return ""
|
|
from ..config import GalleryConfig
|
|
|
|
try:
|
|
canonical = Path(os.path.normcase(os.path.realpath(str(path))))
|
|
except (OSError, ValueError):
|
|
return os.path.basename(str(path))
|
|
for anchor in GalleryConfig.path_anchors():
|
|
if canonical.is_relative_to(Path(anchor)):
|
|
return canonical.relative_to(Path(anchor)).as_posix() or "."
|
|
return canonical.name
|
|
|
|
|
|
def _public_error(exc: BaseException) -> str:
|
|
"""Error text safe for API responses: OSError paths reduced to basenames."""
|
|
if isinstance(exc, OSError):
|
|
parts = [exc.strerror or type(exc).__name__]
|
|
if exc.filename:
|
|
parts.append(os.path.basename(str(exc.filename)))
|
|
return ": ".join(parts)
|
|
return str(exc) or type(exc).__name__
|
|
|
|
|
|
# ── Static file serving ────────────────────────────────────────────────
|
|
# Only these extensions are ever served from web/lib and web/js; the map
|
|
# doubles as the allow-list.
|
|
STATIC_MIME_TYPES = {
|
|
".js": "application/javascript",
|
|
".mjs": "application/javascript",
|
|
".css": "text/css",
|
|
".map": "application/json",
|
|
".woff": "font/woff",
|
|
".woff2": "font/woff2",
|
|
".ttf": "font/ttf",
|
|
".png": "image/png",
|
|
".svg": "image/svg+xml",
|
|
".ico": "image/x-icon",
|
|
".html": "text/html",
|
|
}
|
|
_STATIC_SEPARATORS = re.compile(r"[\\/]+")
|
|
# Served by exact request path beside the extension allow-list: the browser's
|
|
# copy of the inspection node table (local Inspect resolves with it, #249).
|
|
STATIC_EXACT_FILES = {("js", "inspection-semantics.json"): "application/json"}
|
|
|
|
|
|
def _resolve_static_file(root, filepath, allowed=STATIC_MIME_TYPES):
|
|
"""Real path of ``filepath`` under ``root``, or None when it must not be served.
|
|
|
|
The request path is untrusted. It is rejected when it is empty, carries a
|
|
``..`` segment, is absolute on any platform (a leading slash or backslash,
|
|
a drive letter such as ``C:`` or a UNC ``\\\\server\\share`` prefix all
|
|
re-anchor ``os.path.join`` on Windows), has an extension outside
|
|
``allowed`` (STATIC_MIME_TYPES), or resolves (symlinks included) outside
|
|
``root``.
|
|
"""
|
|
if not isinstance(filepath, str) or not filepath:
|
|
return None
|
|
if (
|
|
os.path.isabs(filepath)
|
|
or ntpath.isabs(filepath)
|
|
or ntpath.splitdrive(filepath)[0]
|
|
):
|
|
return None
|
|
segments = _STATIC_SEPARATORS.split(filepath)
|
|
if any(segment in ("", ".", "..") for segment in segments):
|
|
return None
|
|
if os.path.splitext(filepath)[1].lower() not in allowed:
|
|
return None
|
|
try:
|
|
root_real = Path(os.path.normcase(os.path.realpath(root)))
|
|
candidate = Path(
|
|
os.path.normcase(os.path.realpath(os.path.join(root, *segments)))
|
|
)
|
|
except (OSError, ValueError):
|
|
return None
|
|
if candidate == root_real or not candidate.is_relative_to(root_real):
|
|
return None
|
|
return str(candidate)
|
|
|
|
|
|
# ── JSON request bodies ────────────────────────────────────────────────
|
|
JSON_BODY_MAX_BYTES = 1_000_000
|
|
_JSON_READ_CHUNK = 64 * 1024
|
|
|
|
|
|
def _json_error(message, status):
|
|
return web.json_response({"success": False, "error": message}, status=status)
|
|
|
|
|
|
async def _read_json_body(request, max_bytes=JSON_BODY_MAX_BYTES):
|
|
"""Read and parse a JSON object body of at most ``max_bytes``.
|
|
|
|
The body is read in chunks so an oversized or chunked upload is refused
|
|
as soon as it crosses the cap rather than buffered whole.
|
|
|
|
Returns:
|
|
(data, None) on success, or (None, response) where ``response`` is a
|
|
413 (body too large) or 400 (invalid JSON, or not a JSON object).
|
|
"""
|
|
too_large = _json_error(f"Request body too large (max {max_bytes} bytes)", 413)
|
|
declared = request.content_length
|
|
if declared is not None and declared > max_bytes:
|
|
return None, too_large
|
|
|
|
chunks = []
|
|
size = 0
|
|
async for chunk in request.content.iter_chunked(_JSON_READ_CHUNK):
|
|
size += len(chunk)
|
|
if size > max_bytes:
|
|
return None, too_large
|
|
chunks.append(chunk)
|
|
|
|
try:
|
|
data = json.loads(b"".join(chunks).decode("utf-8"))
|
|
except (UnicodeDecodeError, ValueError):
|
|
return None, _json_error("Request body must be valid JSON", 400)
|
|
if not isinstance(data, dict):
|
|
return None, _json_error("Request body must be a JSON object", 400)
|
|
return data, None
|
|
|
|
|
|
class _LongJobGuard:
|
|
"""Async context manager handed out by ``_acquire_long_job``."""
|
|
|
|
def __init__(self, lock):
|
|
self._lock = lock
|
|
|
|
async def __aenter__(self):
|
|
# The caller checked ``locked()`` on this same loop iteration, so this
|
|
# acquire never waits.
|
|
await self._lock.acquire()
|
|
return self
|
|
|
|
async def __aexit__(self, exc_type, exc, tb):
|
|
self._lock.release()
|
|
return False
|
|
|
|
|
|
# ── Gzip compression middleware ────────────────────────────────────────
|
|
_GZIP_MIN_SIZE = 1024 # Only compress bodies larger than 1 KB
|
|
_GZIP_TYPES = frozenset(
|
|
(
|
|
"application/json",
|
|
"text/html",
|
|
"text/css",
|
|
"application/javascript",
|
|
"text/plain",
|
|
)
|
|
)
|
|
_gzip_registered = False
|
|
|
|
|
|
@web.middleware
|
|
async def _gzip_middleware(request, handler):
|
|
"""Compress PromptManager responses when the client accepts gzip."""
|
|
response = await handler(request)
|
|
|
|
if not request.path.startswith("/prompt_manager/"):
|
|
return response
|
|
|
|
# Only handle regular Response objects (not StreamResponse/WebSocket)
|
|
if not isinstance(response, web.Response):
|
|
return response
|
|
|
|
if "gzip" not in request.headers.get("Accept-Encoding", ""):
|
|
return response
|
|
|
|
if "Content-Encoding" in response.headers:
|
|
return response
|
|
|
|
body = response.body
|
|
if body is None or len(body) < _GZIP_MIN_SIZE:
|
|
return response
|
|
|
|
content_type = response.content_type or ""
|
|
if not any(ct in content_type for ct in _GZIP_TYPES):
|
|
return response
|
|
|
|
compressed = gzip_module.compress(body, compresslevel=6)
|
|
if len(compressed) >= len(body):
|
|
return response
|
|
|
|
# A length the handler declared is the uncompressed one: drop it so the
|
|
# compressed body's own length is sent (#329: a stale length made the
|
|
# browser wait for bytes that never came).
|
|
response.headers.pop("Content-Length", None)
|
|
response.body = compressed
|
|
response.headers["Content-Encoding"] = "gzip"
|
|
response.headers["Vary"] = "Accept-Encoding"
|
|
return response
|
|
|
|
|
|
class PromptManagerAPI(
|
|
PairRoutesMixin,
|
|
LibraryRoutesMixin,
|
|
VocabularyRoutesMixin,
|
|
AnnotationRoutesMixin,
|
|
ReviewRoutesMixin,
|
|
ReviewRecordingMixin,
|
|
ReviewEventsMixin,
|
|
SavedViewRoutesMixin,
|
|
CollectionRoutesMixin,
|
|
HistoryRoutesMixin,
|
|
PromptRoutesMixin,
|
|
ImageRoutesMixin,
|
|
AdminRoutesMixin,
|
|
SettingsRoutesMixin,
|
|
JobRoutesMixin,
|
|
ImageTagJobsMixin,
|
|
ThumbnailJobsMixin,
|
|
ThumbnailConvertMixin,
|
|
AutoThumbnailMixin,
|
|
SystemRoutesMixin,
|
|
LibraryLocationRoutesMixin,
|
|
MaintenanceRoutesMixin,
|
|
BackupRestoreRoutesMixin,
|
|
WorkflowStorageRoutesMixin,
|
|
DuplicateFilesMixin,
|
|
LoggingRoutesMixin,
|
|
LogCleanupMixin,
|
|
DiagnosticsReportMixin,
|
|
AutotagRoutesMixin,
|
|
LoraIntegrationMixin,
|
|
LoraImportRoutesMixin,
|
|
ImageCategoryRoutesMixin,
|
|
):
|
|
"""REST API handler for PromptManager operations and web interface.
|
|
|
|
This class provides comprehensive REST API endpoints for managing prompts,
|
|
images, and system operations. It handles database interactions, file
|
|
operations, image processing, and web UI serving.
|
|
|
|
The API is designed to integrate seamlessly with ComfyUI's aiohttp server
|
|
and provides both JSON API endpoints and static file serving for the
|
|
web interface.
|
|
|
|
Attributes:
|
|
logger: Configured logger instance for API operations
|
|
db (PromptDatabase): Database connection and operations handler
|
|
"""
|
|
|
|
def __init__(self, db: PromptDatabase | None = None) -> None:
|
|
"""Initialize the API, using an injected database before any cleanup."""
|
|
self.logger = get_logger("prompt_manager.api")
|
|
self.logger.info("Initializing PromptManager API")
|
|
|
|
self.db = db if db is not None else PromptDatabase()
|
|
self._history_read_fence = None
|
|
self._history_reads_closed = False
|
|
# Private media captures of the annotation routes (py/api/annotations.py),
|
|
# created on first use with their restore subscription.
|
|
self._captures = None
|
|
# Capture tokens Generate suggestions ran on: a save of one marks the
|
|
# image auto-tagged (#379).
|
|
self._suggested_tokens = set()
|
|
self._captures_unsubscribe = None
|
|
# Set by close_annotation_captures (shutdown): no store is recreated.
|
|
self._captures_closed = False
|
|
self._cached_output_dir = None # Lazy-cached by _find_comfyui_output_dir()
|
|
self._html_cache = {} # Cached HTML file contents keyed by path
|
|
# One shared listing per output root, keyed by str(root), and the
|
|
# background walks refreshing them (py/api/gallery_listing.py, #348).
|
|
self._root_listings: dict[str, RootListing] = {}
|
|
self._listing_tasks: set = set()
|
|
# The loop the walks run on, set by the startup warm-up or the first
|
|
# walk; the monitor's thread hops onto it (notify_output_settled).
|
|
self._listing_loop = None
|
|
# Set by cleanup_gallery_listings: no background walk starts after it.
|
|
self._listings_closed = False
|
|
# The workspace caches rebuilt behind a stored walk that changed the
|
|
# listing, once the host's startup warm-up has run (#348).
|
|
self._workspace_warm_enabled = False
|
|
self._workspace_warm_task = None
|
|
self._workspace_warm_again = False
|
|
# Workspace listing values and sort orders derived from a cached scan
|
|
# (py/api/images.py _workspace_listed/_workspace_orders).
|
|
self._workspace_listed_cache = {}
|
|
self._workspace_order_cache = {}
|
|
# Card facts (dimensions, seed, positive title) per root and
|
|
# (path, mtime), kept and pruned with the per-file values
|
|
# (py/api/images.py _card_facts).
|
|
self._workspace_card_cache = {}
|
|
# Favorite keys of each root's cached scan (images._favorite_listing).
|
|
self._favorite_listing_cache = {}
|
|
# Single-flight locks for long jobs, keyed by job family; see
|
|
# _acquire_long_job(). Created lazily so no lock binds to an event
|
|
# loop before the server's loop exists.
|
|
self._long_jobs: dict = {}
|
|
# This session's jobs (py/api/jobs.py): the metadata scan, and later
|
|
# every other long operation the Activity page tracks.
|
|
self._jobs = JobRegistry(self.logger)
|
|
# The latest metadata scan job (also in self._jobs), if one was started.
|
|
self._scan_job = None
|
|
# Duplicate-file finds by job id, with the groups each one holds for
|
|
# review (py/api/duplicate_files.py); the last few only.
|
|
self._duplicate_finds = {}
|
|
# The last System health report this session and the database
|
|
# generation it describes, bumped when a restore replaces self.db
|
|
# (py/api/system.py).
|
|
self._health_report = None
|
|
self._db_generation = 0
|
|
# Reviewed maintenance plans under single-use tokens; a restart
|
|
# forgets them (py/api/maintenance.py).
|
|
self._maintenance_plans = PlanStore()
|
|
|
|
# A safety backup interrupted by a crash leaves its temp copy behind.
|
|
try:
|
|
from .maintenance import sweep_safety_temps
|
|
|
|
from .backup_restore import restore_stage
|
|
|
|
swept = sweep_safety_temps(self.db.model.db_path)
|
|
swept += restore_stage.sweep_restore_temps(self.db.model.db_path)
|
|
if swept:
|
|
self.logger.info(f"Removed {len(swept)} interrupted backup copies")
|
|
except Exception as e:
|
|
self.logger.warning(f"Could not sweep interrupted backup copies: {e}")
|
|
|
|
# A crash between Move library's switch and its rename left the old
|
|
# node-folder files under their own names (#249 S6b): rename them now.
|
|
self.finish_interrupted_library_move()
|
|
|
|
# Run cleanup on initialization to remove any existing duplicates
|
|
try:
|
|
removed = self.db.cleanup_duplicates()
|
|
if removed > 0:
|
|
self.logger.info(
|
|
f"Startup cleanup: removed {removed} duplicate prompts"
|
|
)
|
|
except Exception as e:
|
|
self.logger.error(f"Startup cleanup failed: {e}")
|
|
|
|
self.logger.info("PromptManager API initialization completed")
|
|
|
|
_public_path = staticmethod(_public_path)
|
|
_public_error = staticmethod(_public_error)
|
|
_read_json_body = staticmethod(_read_json_body)
|
|
|
|
def _acquire_long_job(self, name):
|
|
"""Claim the single-flight slot for a long job family, or None when busy.
|
|
|
|
Usage in a handler::
|
|
|
|
job = self._acquire_long_job("duplicates")
|
|
if job is None:
|
|
return self._long_job_busy_response("Duplicate scan")
|
|
async with job:
|
|
...
|
|
|
|
Families are free-form strings ("duplicates", "thumbnails",
|
|
"autotag", ...); the lock is released when the ``async with`` block
|
|
exits, including on exceptions. Must be called from the event loop.
|
|
"""
|
|
lock = self._long_jobs.setdefault(name, asyncio.Lock())
|
|
if lock.locked():
|
|
return None
|
|
return _LongJobGuard(lock)
|
|
|
|
@staticmethod
|
|
def _long_job_busy_response(label):
|
|
"""409 envelope for a long job that is already running."""
|
|
return _json_error(f"{label} already running", 409)
|
|
|
|
async def _run_held(self, kind, title, admission, operation):
|
|
"""Run a legacy-page operation under a registry hold (D80).
|
|
|
|
While ``operation()`` runs, the registry lists it as a running,
|
|
non-cancellable job, so workspace jobs its admission class conflicts
|
|
with are refused, naming it. When the registry refuses the hold, the
|
|
legacy 409 envelope names the running job and nothing is done. A
|
|
response of 400 or above ends the hold ``failed``.
|
|
"""
|
|
busy = self._jobs.blocker(kind, admission=admission)
|
|
if busy is not None:
|
|
return self._long_job_busy_response(busy.title)
|
|
async with self._jobs.hold(kind, title, admission=admission) as job:
|
|
response = await operation()
|
|
if getattr(response, "status", 200) >= 400:
|
|
job.finish("failed")
|
|
return response
|
|
|
|
async def _run_in_executor(self, func, *args, **kwargs):
|
|
"""Run a blocking function in the default thread pool executor.
|
|
|
|
Prevents synchronous database calls, file I/O, and PIL operations
|
|
from blocking the aiohttp event loop.
|
|
"""
|
|
loop = asyncio.get_event_loop()
|
|
if kwargs:
|
|
call = functools.partial(func, *args, **kwargs)
|
|
return await loop.run_in_executor(None, call)
|
|
return await loop.run_in_executor(None, func, *args)
|
|
|
|
def _root_listing(self, root) -> RootListing:
|
|
"""The shared listing record of one output root (created empty)."""
|
|
return self._root_listings.setdefault(str(root), RootListing())
|
|
|
|
def invalidate_gallery_cache(self, retire=False):
|
|
"""Drop every root's listing, so the next read waits for a new walk.
|
|
|
|
Called after files are deleted through the app (duplicate cleanup and
|
|
the legacy duplicate delete), never for thumbnail writes. A walk
|
|
running now is not stored (its generation moved on). The workspace
|
|
keeps its per-file values and card facts, so the next request
|
|
rebuilds only new or changed files (see ImageRoutesMixin.
|
|
_workspace_listed and _card_facts); its sort orders are dropped, as
|
|
the walk replaces them anyway, and so is the favorites lookup, which
|
|
holds the old list.
|
|
|
|
``retire`` (the roots changed): no background walk of a root starts
|
|
again until a reader or the warm-up asks for it.
|
|
"""
|
|
loop = self._listing_loop
|
|
if loop is not None and loop.is_running() and _running_loop() is not loop:
|
|
# Called from an executor thread (a settings save, a test seed):
|
|
# listing records are touched only on the loop, and the caller
|
|
# expects the drop done when this returns.
|
|
dropped = threading.Event()
|
|
|
|
def drop():
|
|
try:
|
|
self._drop_listings(retire)
|
|
finally:
|
|
dropped.set()
|
|
|
|
loop.call_soon_threadsafe(drop)
|
|
if not dropped.wait(_OFF_LOOP_DROP_WAIT):
|
|
self.logger.warning("The Images listing drop is still queued")
|
|
return
|
|
self._drop_listings(retire)
|
|
|
|
def _drop_listings(self, retire=False):
|
|
for record in list(self._root_listings.values()):
|
|
record.drop()
|
|
if retire:
|
|
# The roots changed: a removed root must not come back through
|
|
# a pending timer, a trailing walk or a monitor mark.
|
|
record.retired = True
|
|
record.dirty = False
|
|
handle, record.rewalk_handle = record.rewalk_handle, None
|
|
if handle is not None:
|
|
handle.cancel()
|
|
self._workspace_order_cache = {}
|
|
self._favorite_listing_cache = {}
|
|
|
|
async def warm_gallery_listings(self, app=None):
|
|
"""Start one background walk per output root (aiohttp on_startup).
|
|
|
|
Registered by the root ``__init__.py``, so the first Images open after
|
|
ComfyUI starts finds the listing built. It never fails startup: a
|
|
root that cannot be walked is retried by the first read.
|
|
"""
|
|
# Each stored walk that changes a listing then rebuilds the workspace's
|
|
# per-file values, orders and favorites behind it (_warm_workspace).
|
|
self._workspace_warm_enabled = True
|
|
self._listing_loop = asyncio.get_running_loop()
|
|
self._listings_closed = False
|
|
try:
|
|
for root in self._get_all_output_dirs():
|
|
self._root_listing(root).retired = False
|
|
self._schedule_walk(root)
|
|
except Exception as e:
|
|
self.logger.warning(f"Could not warm the Images listing: {e}")
|
|
|
|
def notify_output_settled(self, path):
|
|
"""The image monitor settled an output at *path* (any thread).
|
|
|
|
Called on the monitor's worker thread with the resolved path. It only
|
|
hands the path to the event loop (``output_settled``) and never
|
|
touches a listing from this thread; before the loop is known, or once
|
|
the listings are cleaned up, it does nothing.
|
|
"""
|
|
loop = self._listing_loop
|
|
if loop is None or self._listings_closed or not loop.is_running():
|
|
return
|
|
try:
|
|
loop.call_soon_threadsafe(self.output_settled, path)
|
|
except RuntimeError:
|
|
pass # the loop closed meanwhile (shutdown)
|
|
|
|
async def cleanup_gallery_listings(self, app=None):
|
|
"""Stop the background listing walks (aiohttp on_cleanup)."""
|
|
self._workspace_warm_enabled = False
|
|
# No mark, deferred walk or trailing walk starts a walk from now on.
|
|
self._listings_closed = True
|
|
# Before any await, so no delayed refresh can start a walk meanwhile.
|
|
for record in self._root_listings.values():
|
|
handle, record.rewalk_handle = record.rewalk_handle, None
|
|
if handle is not None:
|
|
handle.cancel()
|
|
warm, self._workspace_warm_task = self._workspace_warm_task, None
|
|
if warm is not None:
|
|
warm.cancel()
|
|
await asyncio.gather(warm, return_exceptions=True)
|
|
tasks = list(self._listing_tasks)
|
|
for task in tasks:
|
|
task.cancel()
|
|
if tasks:
|
|
await asyncio.gather(*tasks, return_exceptions=True)
|
|
self._listing_tasks.clear()
|
|
# A walk cancelled before its first step never ran its own cleanup.
|
|
for record in self._root_listings.values():
|
|
flight, record.flight = record.flight, None
|
|
if flight is not None and not flight.done():
|
|
flight.set_result(WalkOutcome.failed(RuntimeError(WALK_STOPPED)))
|
|
|
|
def reset_gallery_roots_cache(self):
|
|
"""Drop every cached listing and derived workspace value (roots changed)."""
|
|
self.invalidate_gallery_cache(retire=True)
|
|
self._workspace_listed_cache = {}
|
|
self._workspace_card_cache = {}
|
|
|
|
def add_routes(self, routes):
|
|
"""Register all API routes with the ComfyUI server.
|
|
|
|
Args:
|
|
routes: aiohttp RouteTableDef object from ComfyUI server instance.
|
|
"""
|
|
|
|
# Test route to verify registration works
|
|
@routes.get("/prompt_manager/test")
|
|
async def test_route(request):
|
|
return web.json_response(
|
|
{
|
|
"success": True,
|
|
"message": "PromptManager API is working!",
|
|
"timestamp": str(datetime.datetime.now()),
|
|
}
|
|
)
|
|
|
|
# ── Web UI serving routes ─────────────────────────────────────
|
|
|
|
@routes.get("/prompt_manager/workspace")
|
|
async def serve_workspace_ui(request: web.Request) -> web.Response:
|
|
return self._serve_html_page("workspace.html", "Workspace")
|
|
|
|
@routes.get("/prompt_manager/web")
|
|
async def serve_web_ui(request):
|
|
return self._serve_html_page("index.html", "Web UI", cache=False)
|
|
|
|
@routes.get("/prompt_manager/gallery.html")
|
|
async def serve_gallery_ui(request):
|
|
return self._serve_html_page("metadata.html", "Gallery")
|
|
|
|
@routes.get("/prompt_manager/admin")
|
|
async def serve_admin_ui(request):
|
|
return self._serve_html_page("admin.html", "Admin UI")
|
|
|
|
@routes.get("/prompt_manager/gallery")
|
|
async def serve_gallery_admin_ui(request):
|
|
return self._serve_html_page("gallery.html", "Gallery")
|
|
|
|
# ── Static file serving ───────────────────────────────────────
|
|
|
|
@routes.get("/prompt_manager/lib/{filepath:.*}")
|
|
async def serve_lib_static(request):
|
|
"""Serve static library files (JS, CSS) from web/lib directory."""
|
|
return self._serve_static_file("lib", request.match_info.get("filepath"))
|
|
|
|
@routes.get("/prompt_manager/js/{filepath:.*}")
|
|
async def serve_js_static(request):
|
|
"""Serve static JavaScript files from web/js directory."""
|
|
return self._serve_static_file("js", request.match_info.get("filepath"))
|
|
|
|
# ── Register domain-specific routes from mixins ───────────────
|
|
|
|
self._register_pair_routes(routes)
|
|
self._register_library_routes(routes)
|
|
self._register_vocabulary_routes(routes)
|
|
self._register_annotation_routes(routes)
|
|
self._register_review_routes(routes)
|
|
self._register_review_event_routes(routes)
|
|
self._register_saved_view_routes(routes)
|
|
self._register_collection_routes(routes)
|
|
self._register_history_routes(routes)
|
|
self._register_prompt_routes(routes)
|
|
self._register_image_routes(routes)
|
|
self._register_admin_routes(routes)
|
|
self._register_settings_routes(routes)
|
|
self._register_job_routes(routes)
|
|
self._register_system_routes(routes)
|
|
self._register_diagnostics_report_routes(routes)
|
|
self._register_library_location_routes(routes)
|
|
self._register_maintenance_routes(routes)
|
|
self._register_backup_restore_routes(routes)
|
|
self._register_duplicate_routes(routes)
|
|
self._register_logging_routes(routes)
|
|
self._register_autotag_routes(routes)
|
|
self._register_lora_routes(routes)
|
|
self._register_lora_import_routes(routes)
|
|
self._register_image_category_routes(routes)
|
|
|
|
# Register gzip compression middleware (once)
|
|
global _gzip_registered
|
|
if not _gzip_registered:
|
|
try:
|
|
from ..config import server_instance
|
|
|
|
server_instance.app.middlewares.append(_gzip_middleware)
|
|
_gzip_registered = True
|
|
self.logger.info("Gzip compression middleware registered")
|
|
except Exception as e:
|
|
self.logger.warning(f"Could not register gzip middleware: {e}")
|
|
|
|
self.logger.info("All routes registered with decorator pattern")
|
|
|
|
def _serve_static_file(self, subdir, filepath):
|
|
"""Serve ``web/<subdir>/<filepath>``; 403 outside it, 404 when missing."""
|
|
root = os.path.join(_get_project_root(), "web", subdir)
|
|
exact = STATIC_EXACT_FILES.get((subdir, filepath))
|
|
# An exact file passes the same containment check, its extension only.
|
|
allowed = STATIC_MIME_TYPES if exact is None else {".json"}
|
|
file_path = _resolve_static_file(root, filepath, allowed)
|
|
if file_path is None:
|
|
return web.Response(text="Forbidden", status=403)
|
|
content_type = (
|
|
exact or STATIC_MIME_TYPES[os.path.splitext(file_path)[1].lower()]
|
|
)
|
|
if not os.path.isfile(file_path):
|
|
return web.Response(text="Not Found", status=404)
|
|
with open(file_path, "rb") as f:
|
|
content = f.read()
|
|
return web.Response(body=content, content_type=content_type)
|
|
|
|
def _serve_html_page(self, filename, title, cache=True):
|
|
"""Serve ``web/<filename>``; 404 when missing, 500 when unreadable."""
|
|
html_path = os.path.join(_get_project_root(), "web", filename)
|
|
try:
|
|
if cache and html_path in self._html_cache:
|
|
content = self._html_cache[html_path]
|
|
elif os.path.exists(html_path):
|
|
with open(html_path, "r", encoding="utf-8") as f:
|
|
content = f.read()
|
|
if cache:
|
|
self._html_cache[html_path] = content
|
|
else:
|
|
return web.Response(
|
|
text=f"<h1>{title} not found</h1>"
|
|
"<p>HTML file not located at expected path.</p>",
|
|
content_type="text/html",
|
|
status=404,
|
|
)
|
|
return web.Response(text=content, content_type="text/html", charset="utf-8")
|
|
except Exception:
|
|
self.logger.exception(f"Failed to load {title}")
|
|
return web.Response(
|
|
text=f"<h1>Error</h1><p>Failed to load {title}. "
|
|
"Check server logs for details.</p>",
|
|
content_type="text/html",
|
|
status=500,
|
|
)
|
|
|
|
# ── Shared utilities used by multiple mixins ──────────────────────
|
|
|
|
def _enrich_images(self, images):
|
|
"""Add url and thumbnail_url to a flat list of image dicts.
|
|
|
|
Each dict without ``is_video`` also gets ``is_video`` and
|
|
``media_type`` from its extension (#355: a linked LoraManager video
|
|
outside the output folders is shown as a video, not a picture).
|
|
"""
|
|
from urllib.parse import quote as url_quote
|
|
|
|
output_dirs = self._get_all_output_dirs()
|
|
|
|
for image in images:
|
|
image_path_str = image.get("image_path", "")
|
|
if not image_path_str:
|
|
continue
|
|
|
|
if "is_video" not in image:
|
|
video = is_video_path(image_path_str)
|
|
image["is_video"] = video
|
|
image["media_type"] = "video" if video else "image"
|
|
|
|
img_path = Path(image_path_str)
|
|
|
|
# Set fallback url via image ID
|
|
if image.get("id"):
|
|
image["url"] = f"/prompt_manager/images/{image['id']}/file"
|
|
|
|
# Try each root to compute relative path and thumbnail URL
|
|
for output_path in output_dirs:
|
|
try:
|
|
rel_path = img_path.resolve().relative_to(output_path.resolve())
|
|
image["relative_path"] = str(rel_path)
|
|
image["url"] = (
|
|
"/prompt_manager/images/serve/"
|
|
f"{url_quote(rel_path.as_posix(), safe='/')}"
|
|
)
|
|
|
|
# Any preview the file owns, the current format first (#317)
|
|
from . import thumbnail_settings
|
|
from .prompts import thumbnail_url_for
|
|
|
|
existing = thumbnail_settings.existing_thumbnail(
|
|
output_path, rel_path
|
|
)
|
|
thumbnail_url = None
|
|
if existing is not None:
|
|
thumb_rel = (
|
|
thumbnail_settings.thumbnail_stem_rel(rel_path)
|
|
+ existing.suffix
|
|
)
|
|
thumbnail_url = thumbnail_url_for(thumb_rel, existing)
|
|
if thumbnail_url:
|
|
image["thumbnail_url"] = thumbnail_url
|
|
break # Found matching root, stop searching
|
|
except (ValueError, RuntimeError):
|
|
continue # Try next root
|
|
|
|
return images
|
|
|
|
def _enrich_prompt_images(self, prompts):
|
|
"""Add url and thumbnail_url to each image in prompt results."""
|
|
for prompt in prompts:
|
|
self._enrich_images(prompt.get("images", []))
|
|
return prompts
|
|
|
|
def _clean_nan_recursive(self, obj):
|
|
"""Recursively replace NaN and Infinity in nested data with None."""
|
|
if isinstance(obj, dict):
|
|
return {key: self._clean_nan_recursive(value) for key, value in obj.items()}
|
|
elif isinstance(obj, list):
|
|
return [self._clean_nan_recursive(item) for item in obj]
|
|
elif isinstance(obj, float) and not math.isfinite(obj):
|
|
return None
|
|
else:
|
|
return obj
|
|
|
|
def _find_comfyui_output_dir(self):
|
|
"""Locate the ComfyUI output directory using multiple detection strategies.
|
|
|
|
Checks in order:
|
|
1. User-configured directory (GalleryConfig.MONITORING_DIRECTORIES)
|
|
2. Upward filesystem search for ComfyUI markers
|
|
3. Common installation path patterns
|
|
4. Common ComfyUI installation locations
|
|
|
|
Results are cached after first successful lookup. The cache is
|
|
invalidated when the user changes the configured directory via
|
|
save_settings().
|
|
|
|
Returns:
|
|
str or None: Absolute path to ComfyUI output directory, or None
|
|
if no valid directory is found
|
|
"""
|
|
if self._cached_output_dir is not None:
|
|
return self._cached_output_dir
|
|
|
|
# Method 0: Check user-configured directory first
|
|
try:
|
|
from ..config import GalleryConfig
|
|
|
|
if GalleryConfig.MONITORING_DIRECTORIES:
|
|
configured = GalleryConfig.MONITORING_DIRECTORIES[0]
|
|
# Same check as the settings endpoint: a root hand-edited
|
|
# into config.json must not open a directory outside ComfyUI
|
|
ok, reason = GalleryConfig.validate_gallery_root(configured)
|
|
if ok:
|
|
configured_dir = Path(configured).resolve()
|
|
self.logger.info(
|
|
f"Using configured monitoring directory: {configured_dir}"
|
|
)
|
|
self._cached_output_dir = str(configured_dir)
|
|
return self._cached_output_dir
|
|
self.logger.warning(f"Ignoring configured directory: {reason}")
|
|
except ImportError:
|
|
self.logger.debug(
|
|
"GalleryConfig not available, skipping configured directory check"
|
|
)
|
|
|
|
current_file = Path(__file__).resolve()
|
|
self.logger.debug(f"Starting ComfyUI output search from: {current_file}")
|
|
|
|
# Method 1: Search upward from current file location
|
|
current_dir = current_file.parent
|
|
max_depth = 10 # Prevent infinite loops
|
|
|
|
for i in range(max_depth):
|
|
# Check if current directory contains ComfyUI markers
|
|
comfyui_markers = ["main.py", "nodes.py", "server.py"]
|
|
if any((current_dir / marker).exists() for marker in comfyui_markers):
|
|
output_dir = current_dir / "output"
|
|
if output_dir.exists() and output_dir.is_dir():
|
|
self.logger.debug(
|
|
"Found ComfyUI output directory via upward search: "
|
|
f"{output_dir}"
|
|
)
|
|
self._cached_output_dir = str(output_dir)
|
|
return self._cached_output_dir
|
|
|
|
# Move up one directory
|
|
parent = current_dir.parent
|
|
if parent == current_dir: # Reached filesystem root
|
|
break
|
|
current_dir = parent
|
|
|
|
# Method 2: Try common installation patterns relative to this file
|
|
# File is at: custom_nodes/ComfyUI_PromptManager/py/api/__init__.py
|
|
base_dir = current_file.parent # .../py/api/
|
|
possible_paths = [
|
|
base_dir.parent.parent.parent.parent / "output", # ../../../../output
|
|
base_dir.parent.parent.parent / "output", # ../../../output
|
|
base_dir.parent.parent / "output", # ../../output
|
|
base_dir.parent / "output", # ../output
|
|
]
|
|
|
|
# Method 3: Add common ComfyUI installation locations
|
|
common_locations = [
|
|
Path.home() / "ComfyUI" / "output",
|
|
Path.cwd() / "output",
|
|
Path.cwd() / ".." / "output",
|
|
Path.cwd() / ".." / ".." / "output",
|
|
]
|
|
|
|
all_paths = possible_paths + common_locations
|
|
|
|
for path in all_paths:
|
|
try:
|
|
abs_path = path.resolve()
|
|
if abs_path.exists() and abs_path.is_dir():
|
|
self.logger.debug(f"Found ComfyUI output directory: {abs_path}")
|
|
self._cached_output_dir = str(abs_path)
|
|
return self._cached_output_dir
|
|
except (OSError, RuntimeError):
|
|
continue # Skip invalid paths
|
|
|
|
self.logger.warning("ComfyUI output directory not found. Searched paths:")
|
|
for path in all_paths:
|
|
try:
|
|
self.logger.warning(f" - {path.resolve()} (exists: {path.exists()})")
|
|
except (OSError, RuntimeError):
|
|
self.logger.warning(f" - {path} (invalid path)")
|
|
|
|
return None
|
|
|
|
def _get_all_output_dirs(self):
|
|
"""Get the directories images may be served from.
|
|
|
|
Configured gallery roots are filtered through
|
|
``GalleryConfig.validate_gallery_root`` so a root that was hand-edited
|
|
into config.json (or persisted before validation existed) can never
|
|
expose files outside ComfyUI's directories.
|
|
|
|
Returns:
|
|
List[Path]: Validated directory paths, possibly empty.
|
|
"""
|
|
return self._output_dirs_with_origin()[0]
|
|
|
|
def _output_dirs_with_origin(self):
|
|
"""``(dirs, auto_detected)``: the ``_get_all_output_dirs`` list, and
|
|
whether it comes from detection or ComfyUI's output rather than from
|
|
a valid configured root (False when there is no directory at all).
|
|
"""
|
|
from ..config import GalleryConfig
|
|
|
|
configured = list(GalleryConfig.MONITORING_DIRECTORIES)
|
|
output_dirs = []
|
|
seen = set()
|
|
for d in configured:
|
|
ok, reason = GalleryConfig.validate_gallery_root(d)
|
|
if not ok:
|
|
self.logger.warning(f"Ignoring configured gallery root: {reason}")
|
|
continue
|
|
real = os.path.realpath(d)
|
|
key = os.path.normcase(real) # one entry per directory, however spelled
|
|
if key in seen:
|
|
continue
|
|
seen.add(key)
|
|
output_dirs.append(Path(real))
|
|
|
|
if output_dirs:
|
|
return output_dirs, False
|
|
|
|
if configured:
|
|
# Every configured root was rejected: never let auto-detection
|
|
# resurrect it, serve ComfyUI's own output directory instead.
|
|
fallback_dirs = self._comfyui_output_dir_list()
|
|
else:
|
|
fallback = self._find_comfyui_output_dir()
|
|
fallback_dirs = [Path(fallback)] if fallback else []
|
|
return fallback_dirs, bool(fallback_dirs)
|
|
|
|
def _comfyui_output_dir_list(self):
|
|
"""ComfyUI's output directory as a one-element list, or [] if unknown."""
|
|
try:
|
|
import folder_paths
|
|
|
|
output_dir = folder_paths.get_output_directory()
|
|
except (ImportError, AttributeError, OSError):
|
|
return []
|
|
if isinstance(output_dir, str) and os.path.isdir(output_dir):
|
|
return [Path(os.path.realpath(output_dir))]
|
|
return []
|
|
|
|
def _extract_comfyui_metadata(self, image_path):
|
|
"""Embedded ComfyUI metadata of an image (PNG text chunks) or a video.
|
|
|
|
Videos go through ffprobe (see utils/video_metadata). Unreadable files
|
|
are a warning, not an error: a scan over a large output tree meets
|
|
truncated and foreign files, and it carries on past them.
|
|
"""
|
|
if is_video_path(image_path):
|
|
return read_video_metadata(image_path)
|
|
try:
|
|
with Image.open(image_path) as img:
|
|
return dict(getattr(img, "text", None) or {})
|
|
except Exception as e:
|
|
self.logger.warning(
|
|
f"Unreadable image {os.path.basename(str(image_path))}: {e}"
|
|
)
|
|
return {}
|
|
|
|
def _parse_comfyui_prompt(self, metadata):
|
|
"""Parse ComfyUI and A1111 prompt data from metadata."""
|
|
return parse_comfyui_prompt(metadata)
|