29a6723b25
- Migrate 11 character JSONs from old wardrobe keys to _BODY_GROUP_KEYS format - Add is_favourite/is_nsfw columns to Preset model - Add HTTP response validation and timeouts to ComfyUI client - Add path traversal protection on replace cover route - Deduplicate services/mcp.py (4 functions → 2 generic + 2 wrappers) - Extract apply_library_filters() and clean_html_text() shared helpers - Add named constants for 17 ComfyUI workflow node IDs - Fix bare except clauses in services/llm.py - Fix tags schema in ensure_default_outfit() (list → dict) - Convert f-string logging to lazy % formatting - Add 5-minute polling timeout to frontend waitForJob() - Improve migration error handling (non-duplicate errors log at WARNING) - Update CLAUDE.md to reflect all changes Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
539 lines
24 KiB
Python
539 lines
24 KiB
Python
import json
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import os
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import re
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import logging
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from utils import clean_html_text
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from flask import render_template, request, redirect, url_for, flash, session
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from sqlalchemy.orm.attributes import flag_modified
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from models import db, Character, Look, Settings
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from services.workflow import _prepare_workflow, _get_default_checkpoint
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from services.job_queue import _enqueue_job, _make_finalize, _enqueue_task
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from services.prompts import build_prompt, _resolve_character, _ensure_character_fields, _dedup_tags
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from services.sync import sync_looks
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from services.file_io import get_available_loras, _count_look_assignments
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from services.llm import load_prompt, call_llm
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from routes.shared import register_common_routes, apply_library_filters
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logger = logging.getLogger('gaze')
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def _ensure_look_lora_prefix(lora_name):
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"""Ensure look LoRA paths have the correct 'Illustrious/Looks/' prefix."""
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if not lora_name:
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return lora_name
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if not lora_name.startswith('Illustrious/Looks/'):
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# Add the prefix if missing
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if lora_name.startswith('Illustrious/'):
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# Has Illustrious but wrong subfolder - replace
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parts = lora_name.split('/', 1)
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if len(parts) > 1:
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lora_name = 'Illustrious/Looks/' + parts[1]
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else:
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lora_name = 'Illustrious/Looks/' + lora_name
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else:
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# No prefix at all - add it
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lora_name = 'Illustrious/Looks/' + lora_name
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return lora_name
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def _fix_look_lora_data(lora_data):
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"""Fix look LoRA data to ensure correct prefix."""
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if not lora_data:
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return lora_data
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lora_name = lora_data.get('lora_name', '')
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if lora_name:
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lora_data = lora_data.copy() # Avoid mutating original
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lora_data['lora_name'] = _ensure_look_lora_prefix(lora_name)
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return lora_data
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def register_routes(app):
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register_common_routes(app, 'looks')
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@app.route('/looks')
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def looks_index():
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looks, fav, nsfw = apply_library_filters(Look.query, Look)
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look_assignments = _count_look_assignments()
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return render_template('looks/index.html', looks=looks, look_assignments=look_assignments, favourite_filter=fav, nsfw_filter=nsfw)
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@app.route('/looks/rescan', methods=['POST'])
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def rescan_looks():
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sync_looks()
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flash('Database synced with look files.')
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return redirect(url_for('looks_index'))
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@app.route('/look/<path:slug>')
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def look_detail(slug):
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look = Look.query.filter_by(slug=slug).first_or_404()
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characters = Character.query.order_by(Character.name).all()
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# Pre-select the linked characters if set (supports multi-character assignment)
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preferences = session.get(f'prefs_look_{slug}')
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preview_image = session.get(f'preview_look_{slug}')
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# Get linked character IDs (new character_ids JSON field)
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linked_character_ids = look.character_ids or []
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# Fallback to legacy character_id if character_ids is empty
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if not linked_character_ids and look.character_id:
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linked_character_ids = [look.character_id]
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# Session-selected character for preview (single selection for generation)
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selected_character = session.get(f'char_look_{slug}', linked_character_ids[0] if linked_character_ids else '')
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# FIX: Add existing_previews scanning (matching other resource routes)
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upload_folder = app.config['UPLOAD_FOLDER']
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preview_dir = os.path.join(upload_folder, 'looks', slug)
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existing_previews = []
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if os.path.isdir(preview_dir):
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for f in os.listdir(preview_dir):
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if f.lower().endswith(('.png', '.jpg', '.jpeg', '.webp')):
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existing_previews.append(f'looks/{slug}/{f}')
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existing_previews.sort()
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extra_positive = session.get(f'extra_pos_look_{slug}', '')
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extra_negative = session.get(f'extra_neg_look_{slug}', '')
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return render_template('looks/detail.html', look=look, characters=characters,
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preferences=preferences, preview_image=preview_image,
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selected_character=selected_character,
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linked_character_ids=linked_character_ids,
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existing_previews=existing_previews,
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extra_positive=extra_positive, extra_negative=extra_negative)
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@app.route('/look/<path:slug>/edit', methods=['GET', 'POST'])
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def edit_look(slug):
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look = Look.query.filter_by(slug=slug).first_or_404()
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characters = Character.query.order_by(Character.name).all()
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loras = get_available_loras('characters')
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if request.method == 'POST':
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look.name = request.form.get('look_name', look.name)
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# Handle multiple character IDs from checkboxes
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character_ids = request.form.getlist('character_ids')
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look.character_ids = character_ids if character_ids else []
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# Also update legacy character_id field for backward compatibility
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if character_ids:
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look.character_id = character_ids[0]
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else:
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look.character_id = None
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new_data = look.data.copy()
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new_data['look_name'] = look.name
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new_data['character_id'] = look.character_id
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new_data['positive'] = request.form.get('positive', '')
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new_data['negative'] = request.form.get('negative', '')
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lora_name = request.form.get('lora_lora_name', '')
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lora_weight = float(request.form.get('lora_lora_weight', 1.0) or 1.0)
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lora_triggers = request.form.get('lora_lora_triggers', '')
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new_data['lora'] = {'lora_name': lora_name, 'lora_weight': lora_weight, 'lora_triggers': lora_triggers}
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for bound in ['lora_weight_min', 'lora_weight_max']:
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val_str = request.form.get(f'lora_{bound}', '').strip()
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if val_str:
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try:
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new_data['lora'][bound] = float(val_str)
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except ValueError:
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pass
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new_data['tags'] = {
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'origin_series': request.form.get('tag_origin_series', '').strip(),
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'origin_type': request.form.get('tag_origin_type', '').strip(),
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'nsfw': 'tag_nsfw' in request.form,
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}
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look.is_nsfw = new_data['tags']['nsfw']
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look.data = new_data
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flag_modified(look, 'data')
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db.session.commit()
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if look.filename:
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file_path = os.path.join(app.config['LOOKS_DIR'], look.filename)
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with open(file_path, 'w') as f:
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json.dump(new_data, f, indent=2)
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flash(f'Look "{look.name}" updated!')
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return redirect(url_for('look_detail', slug=look.slug))
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return render_template('looks/edit.html', look=look, characters=characters, loras=loras)
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@app.route('/look/<path:slug>/generate', methods=['POST'])
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def generate_look_image(slug):
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look = Look.query.filter_by(slug=slug).first_or_404()
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try:
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action = request.form.get('action', 'preview')
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selected_fields = request.form.getlist('include_field')
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character_slug = request.form.get('character_slug', '')
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character = None
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# Only load a character when the user explicitly selects one
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character = _resolve_character(character_slug)
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if character_slug == '__random__' and character:
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character_slug = character.slug
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elif character_slug and not character:
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# fallback: try matching by character_id
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character = Character.query.filter_by(character_id=character_slug).first()
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# No fallback to look.character_id — looks are self-contained
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# Get additional prompts
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extra_positive = request.form.get('extra_positive', '').strip()
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extra_negative = request.form.get('extra_negative', '').strip()
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session[f'prefs_look_{slug}'] = selected_fields
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session[f'char_look_{slug}'] = character_slug
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session[f'extra_pos_look_{slug}'] = extra_positive
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session[f'extra_neg_look_{slug}'] = extra_negative
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session.modified = True
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lora_triggers = look.data.get('lora', {}).get('lora_triggers', '')
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look_positive = look.data.get('positive', '')
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with open('comfy_workflow.json', 'r') as f:
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workflow = json.load(f)
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if character:
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# Merge character identity with look LoRA and positive prompt
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combined_data = {
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'character_id': character.character_id,
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'identity': character.data.get('identity', {}),
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'defaults': character.data.get('defaults', {}),
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'wardrobe': character.data.get('wardrobe', {}).get(character.active_outfit or 'default',
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character.data.get('wardrobe', {}).get('default', {})),
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'styles': character.data.get('styles', {}),
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'lora': _fix_look_lora_data(look.data.get('lora', {})),
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'tags': look.data.get('tags', [])
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}
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_ensure_character_fields(character, selected_fields,
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include_wardrobe=False, include_defaults=True)
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prompts = build_prompt(combined_data, selected_fields, character.default_fields)
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# Append look-specific triggers and positive
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extra = ', '.join(filter(None, [lora_triggers, look_positive]))
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if extra:
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prompts['main'] = _dedup_tags(f"{prompts['main']}, {extra}" if prompts['main'] else extra)
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primary_color = character.data.get('styles', {}).get('primary_color', '')
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bg = f"{primary_color} simple background" if primary_color else "simple background"
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else:
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# Look is self-contained: build prompt from its own positive and triggers only
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main = _dedup_tags(', '.join(filter(None, ['(solo:1.2)', lora_triggers, look_positive])))
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prompts = {'main': main, 'face': '', 'hand': ''}
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bg = "simple background"
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prompts['main'] = _dedup_tags(f"{prompts['main']}, {bg}" if prompts['main'] else bg)
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if extra_positive:
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prompts["main"] = f"{prompts['main']}, {extra_positive}"
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# Parse optional seed
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seed_val = request.form.get('seed', '').strip()
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fixed_seed = int(seed_val) if seed_val else None
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ckpt_path, ckpt_data = _get_default_checkpoint()
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workflow = _prepare_workflow(workflow, character, prompts, custom_negative=extra_negative or None, checkpoint=ckpt_path,
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checkpoint_data=ckpt_data, look=look, fixed_seed=fixed_seed)
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char_label = character.name if character else 'no character'
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label = f"Look: {look.name} ({char_label}) – {action}"
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job = _enqueue_job(label, workflow, _make_finalize('looks', slug, Look, action))
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if request.headers.get('X-Requested-With') == 'XMLHttpRequest':
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return {'status': 'queued', 'job_id': job['id']}
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return redirect(url_for('look_detail', slug=slug))
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except Exception as e:
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logger.exception("Generation error: %s", e)
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if request.headers.get('X-Requested-With') == 'XMLHttpRequest':
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return {'error': str(e)}, 500
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flash(f"Error during generation: {str(e)}")
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return redirect(url_for('look_detail', slug=slug))
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@app.route('/look/<path:slug>/generate_character', methods=['POST'])
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def generate_character_from_look(slug):
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"""Generate a character JSON using a look as the base."""
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look = Look.query.filter_by(slug=slug).first_or_404()
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# Get or validate inputs
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character_name = request.form.get('character_name', look.name)
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use_llm = request.form.get('use_llm') == 'on'
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# Auto-generate slug
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character_slug = re.sub(r'[^a-zA-Z0-9]+', '_', character_name.lower()).strip('_')
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character_slug = re.sub(r'[^a-zA-Z0-9_]', '', character_slug)
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# Find available filename
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base_slug = character_slug
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counter = 1
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while os.path.exists(os.path.join(app.config['CHARACTERS_DIR'], f"{character_slug}.json")):
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character_slug = f"{base_slug}_{counter}"
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counter += 1
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if use_llm:
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# Use LLM to generate character from look context
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system_prompt = load_prompt('character_system.txt')
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if not system_prompt:
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flash('Character system prompt file not found.', 'error')
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return redirect(url_for('look_detail', slug=slug))
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prompt = f"""Generate a character based on this look description:
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Look Name: {look.name}
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Positive Prompt: {look.data.get('positive', '')}
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Negative Prompt: {look.data.get('negative', '')}
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Tags: {', '.join(look.data.get('tags', []))}
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LoRA Triggers: {look.data.get('lora', {}).get('lora_triggers', '')}
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Create a complete character JSON with identity, styles, and appropriate wardrobe fields.
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The character should match the visual style described in the look.
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Character Name: {character_name}
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Character ID: {character_slug}"""
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try:
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llm_response = call_llm(prompt, system_prompt)
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# Clean response (remove markdown if present)
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clean_json = llm_response.replace('```json', '').replace('```', '').strip()
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character_data = json.loads(clean_json)
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# Enforce IDs
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character_data['character_id'] = character_slug
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character_data['character_name'] = character_name
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# Ensure the character inherits the look's LoRA with correct path
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lora_data = _fix_look_lora_data(look.data.get('lora', {}).copy())
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character_data['lora'] = lora_data
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except Exception as e:
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logger.exception("LLM character generation error: %s", e)
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flash(f'Failed to generate character with AI: {e}', 'error')
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return redirect(url_for('look_detail', slug=slug))
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else:
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# Create minimal character template
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lora_data = _fix_look_lora_data(look.data.get('lora', {}).copy())
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character_data = {
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"character_id": character_slug,
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"character_name": character_name,
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"identity": {
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"base": lora_data.get('lora_triggers', ''),
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"head": "",
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"upper_body": "",
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"lower_body": "",
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"hands": "",
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"feet": "",
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"additional": ""
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},
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"defaults": {
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"expression": "",
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"pose": "",
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"scene": ""
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},
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"wardrobe": {
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"base": "",
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"head": "",
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"upper_body": "",
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"lower_body": "",
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"hands": "",
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"feet": "",
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"additional": ""
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},
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"styles": {
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"aesthetic": "",
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"primary_color": "",
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"secondary_color": "",
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"tertiary_color": ""
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},
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"lora": lora_data,
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"tags": look.data.get('tags', [])
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}
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# Save character JSON
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char_path = os.path.join(app.config['CHARACTERS_DIR'], f"{character_slug}.json")
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try:
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with open(char_path, 'w') as f:
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json.dump(character_data, f, indent=2)
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except Exception as e:
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flash(f'Failed to save character file: {e}', 'error')
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return redirect(url_for('look_detail', slug=slug))
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# Create DB entry
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character = Character(
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character_id=character_slug,
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slug=character_slug,
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name=character_name,
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data=character_data
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)
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db.session.add(character)
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db.session.commit()
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# Link the look to this character
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look.character_id = character_slug
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db.session.commit()
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flash(f'Character "{character_name}" created from look!', 'success')
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return redirect(url_for('detail', slug=character_slug))
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@app.route('/look/create', methods=['GET', 'POST'])
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def create_look():
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characters = Character.query.order_by(Character.name).all()
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loras = get_available_loras('characters')
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form_data = {}
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if request.method == 'POST':
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name = request.form.get('name', '').strip()
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character_id = request.form.get('character_id', '') or None
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lora_name = request.form.get('lora_lora_name', '')
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lora_weight = float(request.form.get('lora_lora_weight', 1.0) or 1.0)
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lora_triggers = request.form.get('lora_lora_triggers', '')
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positive = request.form.get('positive', '')
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negative = request.form.get('negative', '')
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tags = {
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'origin_series': request.form.get('tag_origin_series', '').strip(),
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'origin_type': request.form.get('tag_origin_type', '').strip(),
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'nsfw': 'tag_nsfw' in request.form,
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}
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form_data = {
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'name': name, 'character_id': character_id,
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'lora_lora_name': lora_name, 'lora_lora_weight': lora_weight,
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'lora_lora_triggers': lora_triggers, 'positive': positive,
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'negative': negative, 'tags': tags,
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}
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look_id = re.sub(r'[^a-zA-Z0-9_]', '_', name.lower().replace(' ', '_'))
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filename = f'{look_id}.json'
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file_path = os.path.join(app.config['LOOKS_DIR'], filename)
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data = {
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'look_id': look_id,
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'look_name': name,
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'character_id': character_id,
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'positive': positive,
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'negative': negative,
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'lora': {'lora_name': lora_name, 'lora_weight': lora_weight, 'lora_triggers': lora_triggers},
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'tags': tags
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}
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try:
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os.makedirs(app.config['LOOKS_DIR'], exist_ok=True)
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with open(file_path, 'w') as f:
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json.dump(data, f, indent=2)
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slug = re.sub(r'[^a-zA-Z0-9_]', '', look_id)
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new_look = Look(look_id=look_id, slug=slug, filename=filename, name=name,
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character_id=character_id, data=data,
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is_nsfw=tags.get('nsfw', False))
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db.session.add(new_look)
|
||
db.session.commit()
|
||
|
||
flash(f'Look "{name}" created!')
|
||
return redirect(url_for('look_detail', slug=slug))
|
||
except Exception as e:
|
||
logger.exception("Save error: %s", e)
|
||
flash(f"Failed to create look: {e}")
|
||
return render_template('looks/create.html', characters=characters, loras=loras, form_data=form_data)
|
||
|
||
return render_template('looks/create.html', characters=characters, loras=loras, form_data=form_data)
|
||
|
||
@app.route('/looks/bulk_create', methods=['POST'])
|
||
def bulk_create_looks_from_loras():
|
||
_s = Settings.query.first()
|
||
lora_dir = ((_s.lora_dir_characters if _s else None) or app.config['LORA_DIR']).rstrip('/')
|
||
_lora_subfolder = os.path.basename(lora_dir)
|
||
if not os.path.exists(lora_dir):
|
||
flash('Looks LoRA directory not found.', 'error')
|
||
return redirect(url_for('looks_index'))
|
||
|
||
overwrite = request.form.get('overwrite') == 'true'
|
||
skipped = 0
|
||
job_ids = []
|
||
|
||
system_prompt = load_prompt('look_system.txt')
|
||
if not system_prompt:
|
||
flash('Look system prompt file not found.', 'error')
|
||
return redirect(url_for('looks_index'))
|
||
|
||
looks_dir = app.config['LOOKS_DIR']
|
||
|
||
for filename in os.listdir(lora_dir):
|
||
if not filename.endswith('.safetensors'):
|
||
continue
|
||
|
||
name_base = filename.rsplit('.', 1)[0]
|
||
look_id = re.sub(r'[^a-zA-Z0-9_]', '_', name_base.lower())
|
||
look_name = re.sub(r'[^a-zA-Z0-9]+', ' ', name_base).title()
|
||
|
||
json_filename = f"{look_id}.json"
|
||
json_path = os.path.join(looks_dir, json_filename)
|
||
|
||
is_existing = os.path.exists(json_path)
|
||
if is_existing and not overwrite:
|
||
skipped += 1
|
||
continue
|
||
|
||
html_filename = f"{name_base}.html"
|
||
html_path = os.path.join(lora_dir, html_filename)
|
||
html_content = ""
|
||
if os.path.exists(html_path):
|
||
try:
|
||
with open(html_path, 'r', encoding='utf-8', errors='ignore') as hf:
|
||
html_raw = hf.read()
|
||
html_content = clean_html_text(html_raw)
|
||
except Exception as e:
|
||
logger.error("Error reading HTML %s: %s", html_filename, e)
|
||
|
||
def make_task(filename, name_base, look_id, look_name, json_path, looks_dir, _lora_subfolder, html_content, system_prompt, is_existing):
|
||
def task_fn(job):
|
||
prompt = f"Create a look profile for a character appearance LoRA based on the filename: '{filename}'"
|
||
if html_content:
|
||
prompt += f"\n\nHere is descriptive text extracted from an associated HTML file:\n###\n{html_content[:3000]}\n###"
|
||
|
||
llm_response = call_llm(prompt, system_prompt)
|
||
clean_json = llm_response.replace('```json', '').replace('```', '').strip()
|
||
look_data = json.loads(clean_json)
|
||
|
||
look_data['look_id'] = look_id
|
||
look_data['look_name'] = look_name
|
||
|
||
if 'lora' not in look_data:
|
||
look_data['lora'] = {}
|
||
look_data['lora']['lora_name'] = f"Illustrious/{_lora_subfolder}/{filename}"
|
||
if not look_data['lora'].get('lora_triggers'):
|
||
look_data['lora']['lora_triggers'] = name_base
|
||
if look_data['lora'].get('lora_weight') is None:
|
||
look_data['lora']['lora_weight'] = 0.8
|
||
if look_data['lora'].get('lora_weight_min') is None:
|
||
look_data['lora']['lora_weight_min'] = 0.7
|
||
if look_data['lora'].get('lora_weight_max') is None:
|
||
look_data['lora']['lora_weight_max'] = 1.0
|
||
|
||
os.makedirs(looks_dir, exist_ok=True)
|
||
with open(json_path, 'w') as f:
|
||
json.dump(look_data, f, indent=2)
|
||
|
||
job['result'] = {'name': look_name, 'action': 'overwritten' if is_existing else 'created'}
|
||
return task_fn
|
||
|
||
job = _enqueue_task(f"Create look: {look_name}", make_task(filename, name_base, look_id, look_name, json_path, looks_dir, _lora_subfolder, html_content, system_prompt, is_existing))
|
||
job_ids.append(job['id'])
|
||
|
||
if job_ids:
|
||
def sync_task(job):
|
||
sync_looks()
|
||
job['result'] = {'synced': True}
|
||
_enqueue_task("Sync looks DB", sync_task)
|
||
|
||
if request.headers.get('X-Requested-With') == 'XMLHttpRequest':
|
||
return {'success': True, 'queued': len(job_ids), 'skipped': skipped}
|
||
flash(f'Queued {len(job_ids)} look tasks ({skipped} skipped).')
|
||
return redirect(url_for('looks_index'))
|
||
|