""" Job utilities for the /api/jobs endpoint. Provides normalization and helper functions for job status tracking. """ class JobStatus: """Job status constants.""" PENDING = 'pending' IN_PROGRESS = 'in_progress' COMPLETED = 'completed' ERROR = 'error' ALL = [PENDING, IN_PROGRESS, COMPLETED, ERROR] # Media types that can be previewed in the frontend PREVIEWABLE_MEDIA_TYPES = frozenset({'images', 'video', 'audio'}) # 3D file extensions for preview fallback (no dedicated media_type exists) THREE_D_EXTENSIONS = frozenset({'.obj', '.fbx', '.gltf', '.glb'}) def is_previewable(media_type, item): """ Check if an output item is previewable. Matches frontend logic in ComfyUI_frontend/src/stores/queueStore.ts Priority: 1. media_type is 'images', 'video', or 'audio' 2. format field starts with 'video/' or 'audio/' 3. filename has a 3D extension (.obj, .fbx, .gltf, .glb) """ if media_type in PREVIEWABLE_MEDIA_TYPES: return True # Check format field (MIME type) fmt = item.get('format', '') if fmt and (fmt.startswith('video/') or fmt.startswith('audio/')): return True # Check for 3D files by extension filename = item.get('filename', '').lower() if any(filename.endswith(ext) for ext in THREE_D_EXTENSIONS): return True return False def normalize_queue_item(item, status): """Convert queue item tuple to unified job dict.""" priority, prompt_id, _, extra_data, _ = item[:5] create_time = extra_data.get('create_time') return { 'id': prompt_id, 'status': status, 'priority': priority, 'create_time': create_time, 'execution_time': None, 'error_message': None, 'outputs_count': 0, 'preview_output': None, 'workflow_id': None, } def normalize_history_item(prompt_id, history_item, include_outputs=False): """Convert history item dict to unified job dict.""" prompt_tuple = history_item['prompt'] priority, _, prompt, extra_data, outputs_to_execute = prompt_tuple[:5] create_time = extra_data.get('create_time') status_info = history_item.get('status', {}) status_str = status_info.get('status_str') if status_info else None if status_str == 'success': status = JobStatus.COMPLETED elif status_str == 'error': status = JobStatus.ERROR else: status = JobStatus.COMPLETED outputs = history_item.get('outputs', {}) outputs_count, preview_output = get_outputs_summary(outputs) error_message = None if status == JobStatus.ERROR and status_info: messages = status_info.get('messages', []) for entry in messages: if isinstance(entry, (list, tuple)) and len(entry) >= 2 and entry[0] == 'execution_error': detail = entry[1] if isinstance(detail, dict): error_message = str(detail.get('exception_message', '')) break execution_time = history_item.get('execution_time') job = { 'id': prompt_id, 'status': status, 'priority': priority, 'create_time': create_time, 'execution_time': execution_time, 'error_message': error_message, 'outputs_count': outputs_count, 'preview_output': preview_output, 'workflow_id': None, } if include_outputs: job['outputs'] = outputs job['prompt'] = prompt job['extra_data'] = extra_data job['outputs_to_execute'] = outputs_to_execute return job def get_outputs_summary(outputs): """ Count outputs and find preview in a single pass. Returns (outputs_count, preview_output). Preview priority (matching frontend): 1. type="output" with previewable media 2. Any previewable media """ count = 0 preview_output = None fallback_preview = None for node_id, node_outputs in outputs.items(): for media_type, items in node_outputs.items(): if media_type == 'animated' or not isinstance(items, list): continue for item in items: count += 1 if preview_output is None and is_previewable(media_type, item): enriched = { **item, 'nodeId': node_id, 'mediaType': media_type } if item.get('type') == 'output': preview_output = enriched elif fallback_preview is None: fallback_preview = enriched return count, preview_output or fallback_preview def apply_sorting(jobs, sort_by, sort_order): """Sort jobs list by specified field and order.""" reverse = (sort_order == 'desc') if sort_by == 'execution_time': def get_sort_key(job): return job.get('execution_time') or 0 else: def get_sort_key(job): return job.get('create_time') or 0 return sorted(jobs, key=get_sort_key, reverse=reverse)