import { composePromptPlan } from './prompt_composition.js'; // Shared by Node Assistant and Material Library. No node creation or link edits. const clone = value => value === undefined ? undefined : JSON.parse(JSON.stringify(value)); const same = (a, b) => JSON.stringify(a) === JSON.stringify(b); export function selectedMaterialNode(app) { const nodes = Object.values(app.canvas?.selected_nodes || {}); if (nodes.length !== 1 || !nodes[0]) return null; const node = nodes[0]; const graph = app.graph?.getNodeById(node.id) === node ? app.graph : (node.graph || app.canvas?.graph || app.graph); return graph?.getNodeById(node.id) === node ? node : null; } function volatile(node, widget, index) { return /(^|[_\s-])(seed|noise_seed|random_seed|variation_seed|last_seed)([_\s-]|$)/i.test(widget?.name || '') || (node.type === 'KSampler' && index === 0) || (node.type === 'KSamplerAdvanced' && index === 1); } function hashesFor(graph, id) { return Object.fromEntries(Object.entries(graph.extra?.anomalous_hashes || {}).filter(([key]) => key.startsWith(`${id}_`))); } function replaceHashes(graph, id, records) { if (!Object.keys(records).length && !graph.extra?.anomalous_hashes) return; graph.extra ||= {}; graph.extra.anomalous_hashes ||= {}; for (const key of Object.keys(graph.extra.anomalous_hashes)) if (key.startsWith(`${id}_`)) delete graph.extra.anomalous_hashes[key]; Object.assign(graph.extra.anomalous_hashes, clone(records)); } export function applyNodeMaterialValues(app, node, entries, options = {}) { const graph = app.graph?.getNodeById(node?.id) === node ? app.graph : (node?.graph || app.canvas?.graph || app.graph); if (!node || graph?.getNodeById(node.id) !== node || !Array.isArray(node.widgets)) throw new Error('materialTargetChanged'); const changes = entries.filter(({ index }) => !volatile(node, node.widgets[index], index)); if (!changes.length) throw new Error('materialNoCompatibleValues'); for (const { index, value } of changes) { const widget = node.widgets[index]; if (typeof value === 'number' && !Number.isFinite(value)) throw new Error('materialNoCompatibleValues'); if (!Number.isInteger(index) || !widget || value === undefined) throw new Error('materialNoCompatibleValues'); const choices = typeof widget.options?.values === 'function' ? widget.options.values() : widget.options?.values; if (Array.isArray(choices) && !choices.includes(value)) throw new Error('materialValueUnavailable'); if (widget.value != null && (typeof widget.value !== typeof value || Array.isArray(widget.value) !== Array.isArray(value))) throw new Error('materialNoCompatibleValues'); } const previous = node.widgets.map(widget => clone(widget.value)); const serialized = clone(node.widgets_values); const hadExtra = Object.hasOwn(graph, 'extra'); const hadHashes = !!graph.extra && Object.hasOwn(graph.extra, 'anomalous_hashes'); const oldHashes = clone(hashesFor(graph, node.id)); const transportsHashes = options.sourceNodeId !== undefined; const mapped = {}; if (transportsHashes) { const prefix = `${options.sourceNodeId}_`; for (const [key, value] of Object.entries(options.workflowHashes || {})) { if (key.startsWith(prefix)) mapped[`${node.id}_${key.slice(prefix.length)}`] = clone(value); } } const notify = () => { graph.change?.(); graph.setDirtyCanvas?.(true, true); app.canvas?.setDirty?.(true, true); if (typeof globalThis.CustomEvent === 'function') { globalThis.window?.dispatchEvent(new CustomEvent('graphChanged')); } }; const restore = () => { node.widgets.forEach((widget, index) => { widget.value = clone(previous[index]); }); if (serialized === undefined) delete node.widgets_values; else node.widgets_values = clone(serialized); if (transportsHashes) { replaceHashes(graph, node.id, oldHashes); if (!hadHashes && graph.extra?.anomalous_hashes && !Object.keys(graph.extra.anomalous_hashes).length) delete graph.extra.anomalous_hashes; if (!hadExtra && graph.extra && !Object.keys(graph.extra).length) delete graph.extra; } }; graph.beforeChange?.(); try { for (const { index, value } of changes) { const widget = node.widgets[index]; widget.value = clone(value); if (Array.isArray(node.widgets_values)) node.widgets_values[index] = clone(value); widget.callback?.call(widget, widget.value, app.canvas, node); node.onWidgetChanged?.(index, widget.value, previous[index], widget); } if (transportsHashes) replaceHashes(graph, node.id, mapped); notify(); } catch (error) { restore(); notify(); throw error; } finally { graph.afterChange?.(); } const appliedSerialized = clone(node.widgets_values); const applied = node.widgets.map(widget => clone(widget.value)); const appliedHashes = clone(hashesFor(graph, node.id)); let undone = false; return { widgets: changes.length, undo() { if (undone || app.graph !== graph || graph.getNodeById(node.id) !== node || !same(node.widgets.map(widget => widget.value), applied) || !same(node.widgets_values, appliedSerialized) || !same(hashesFor(graph, node.id), appliedHashes)) throw new Error('materialUndoChanged'); graph.beforeChange?.(); try { restore(); notify(); undone = true; } finally { graph.afterChange?.(); } }, }; } export function applyMaterialBlock(app, node, block, workflowHashes) { if (node?.type !== block?.type || !Array.isArray(block.widgets_values) || block.widgets_values.length > (node.widgets?.length || 0)) throw new Error('materialNoCompatibleValues'); return applyNodeMaterialValues(app, node, block.widgets_values.map((value, index) => ({ index, value })), { sourceNodeId: block.node_id, workflowHashes }); } export const POSITIVE_PROMPT_REGEX = /^(positive|positive_prompt|text_positive|text_g|text_l|正面|正向|正面提示词|正向提示词)$/i; export const NEGATIVE_PROMPT_REGEX = /^(negative|negative_prompt|text_negative|负面|反向|负面提示词|反向提示词)$/i; export function isPositivePromptWidget(name) { return POSITIVE_PROMPT_REGEX.test(String(name || '').trim()); } export function isNegativePromptWidget(name) { return NEGATIVE_PROMPT_REGEX.test(String(name || '').trim()); } export function classifyPromptWidgetRole(name) { const trimmed = String(name || '').trim(); if (POSITIVE_PROMPT_REGEX.test(trimmed)) return 'positive'; if (NEGATIVE_PROMPT_REGEX.test(trimmed)) return 'negative'; return null; } export function promptWidgetTargets(node) { const promptNameRegex = /^(text|text_g|text_l|prompt|positive|positive_prompt|negative|negative_prompt|text_positive|text_negative|caption|string|value|文本|提示词|正面|负面|正向|反向|正面提示词|负面提示词|正向提示词|反向提示词|描述|内容)$/i; return (node?.widgets || []).flatMap((widget, index) => { if (!widget) return []; const name = String(widget.name || ''); const label = String(widget.label || ''); const isNotCombo = !widget.options?.values || !Array.isArray(widget.options.values); const matchesName = promptNameRegex.test(name) || promptNameRegex.test(label) || widget.type === 'customtext' || widget.type === 'text' || !!widget.options?.multiline; return typeof widget.value === 'string' && matchesName && isNotCombo ? [{ index, name: name || label || 'text' }] : []; }); } export function inspectNodePromptSlots(node) { const targets = promptWidgetTargets(node); if (!targets || !targets.length) { return { hasSlots: false, positiveSlot: null, negativeSlot: null, generalSlots: [], targets: [], }; } let positiveSlot = null; let negativeSlot = null; const generalSlots = []; const nodeTitle = String(node?.title || node?.type || '').toLowerCase(); const isNegativeTitle = /^(negative|负面|反向|负向)/i.test(nodeTitle) || /negative/i.test(nodeTitle); for (const target of targets) { const role = classifyPromptWidgetRole(target.name); if (role === 'positive' && !positiveSlot) { positiveSlot = target; } else if (role === 'negative' && !negativeSlot) { negativeSlot = target; } else { generalSlots.push(target); } } const isPositiveTitle = /^(positive|正面|正向)/i.test(nodeTitle) || /positive/i.test(nodeTitle); if (!positiveSlot && !negativeSlot && generalSlots.length === 1) { if (isNegativeTitle) { negativeSlot = generalSlots[0]; generalSlots.length = 0; } else if (isPositiveTitle) { positiveSlot = generalSlots[0]; generalSlots.length = 0; } } return { hasSlots: true, positiveSlot, negativeSlot, generalSlots, targets, }; } export const MODEL_EXTENSIONS_REGEX = /\.(safetensors|ckpt|pt|bin|pth|sft|onnx|engine|gguf)$/i; export function isModelFilePath(value) { if (typeof value !== 'string') return false; const trimmed = value.trim(); if (!trimmed) return false; const lines = trimmed.split(/[\r\n]+/).map(s => s.trim()).filter(Boolean); return lines.length > 0 && lines.every(line => MODEL_EXTENSIONS_REGEX.test(line)); } export function isPromptNodeType(type) { const norm = String(type || '').trim().toLowerCase(); if (!norm) return false; if (/lora|checkpoint|unet|vae|controlnet|sampler|latent|saveimage|previewimage|loadimage/i.test(norm)) { return false; } return /cliptextencode|prompt|text_box|showtext|easy positive|easy negative|easy wildcards/i.test(norm); } export function sanitizePromptText(value) { if (typeof value !== 'string') return ''; const trimmed = value.trim(); if (!trimmed || isModelFilePath(trimmed)) return ''; return trimmed; } export function formatPromptEnvelope(res = {}) { const positive = (res.positive || '').trim(); const negative = (res.negative || '').trim(); const singleText = (res.singleText || '').trim(); const primaryRole = res.primaryRole || 'none'; const hasPrompt = Boolean(positive || negative || singleText); return { hasPrompt, positive, negative, singleText, primaryRole, }; } function extractFromPlan(payload, data) { if (data.kind === 'prompt_plan' || payload.kind === 'prompt_plan' || data.plan || payload.plan) { const plan = data.plan || payload.plan || {}; const composed = composePromptPlan(plan); const pos = sanitizePromptText(composed.positive); const neg = sanitizePromptText(composed.negative); if (pos && neg) return { positive: pos, negative: neg, singleText: pos, primaryRole: 'both' }; if (pos) return { positive: pos, negative: '', singleText: pos, primaryRole: 'positive' }; if (neg) return { positive: '', negative: neg, singleText: neg, primaryRole: 'negative' }; } return null; } function extractFromNote(payload, data) { const note = data.note || payload.note; if (!note) return null; const isZh = typeof window !== 'undefined' && window.anomalous_browser_lang === 'zh'; const raw = (isZh && note.promptZh) ? note.promptZh : (note.promptEn || note.promptZh || ''); const txt = sanitizePromptText(raw); if (!txt) return null; const lowerName = String(payload.name || note.title || '').toLowerCase(); const tags = Array.isArray(payload.tags) ? payload.tags.map(t => String(t).toLowerCase()) : []; const isNeg = lowerName.includes('negative') || lowerName.includes('负向') || lowerName.includes('反向') || tags.some(t => t.includes('negative') || t.includes('负向') || t.includes('反向')); return isNeg ? { positive: '', negative: txt, singleText: txt, primaryRole: 'negative' } : { positive: txt, negative: '', singleText: txt, primaryRole: 'positive' }; } function extractFromPromptGroups(payload) { const groups = payload.prompt_groups; if (!groups || typeof groups !== 'object') return null; const pgPos = (Array.isArray(groups.positive) ? groups.positive : []) .map(sanitizePromptText) .filter(Boolean) .join('\n\n'); const pgNeg = (Array.isArray(groups.negative) ? groups.negative : []) .map(sanitizePromptText) .filter(Boolean) .join('\n\n'); if (pgPos && pgNeg) return { positive: pgPos, negative: pgNeg, singleText: pgPos, primaryRole: 'both' }; if (pgPos) return { positive: pgPos, negative: '', singleText: pgPos, primaryRole: 'positive' }; if (pgNeg) return { positive: '', negative: pgNeg, singleText: pgNeg, primaryRole: 'negative' }; return null; } function extractFromNodeBlocks(payload) { const blocks = payload.node_blocks; if (!Array.isArray(blocks) || blocks.length === 0) return null; const promptRoles = payload.prompt_roles; const posList = []; const negList = []; for (const block of blocks) { if (!block) continue; const blockType = String(block.type || '').toLowerCase(); const role = promptRoles?.[String(block.node_id)]?.role || block.promptRole; const isExplicitPrompt = role === 'positive' || role === 'negative' || role === 'both'; const isPromptType = isPromptNodeType(blockType); if (!isExplicitPrompt && !isPromptType) continue; const widgetValues = Array.isArray(block.widgets_values) ? block.widgets_values : []; for (const val of widgetValues) { const str = sanitizePromptText(val); if (!str) continue; if (role === 'negative') { negList.push(str); } else if (role === 'positive') { posList.push(str); } else if (role === 'both') { posList.push(str); negList.push(str); } else { const blockTitle = String(block.title || block.type || '').toLowerCase(); if (/negative|负向|反向/i.test(blockTitle)) { negList.push(str); } else if (/positive|正向|正面/i.test(blockTitle) || isPromptType) { posList.push(str); } } break; } } const pos = [...new Set(posList)].join('\n\n'); const neg = [...new Set(negList)].join('\n\n'); if (pos && neg) return { positive: pos, negative: neg, singleText: pos, primaryRole: 'both' }; if (pos) return { positive: pos, negative: '', singleText: pos, primaryRole: 'positive' }; if (neg) return { positive: '', negative: neg, singleText: neg, primaryRole: 'negative' }; return null; } function extractFromSummary(payload) { if (payload.kind === 'prompt_text') { const raw = sanitizePromptText(payload.summary || payload.name || ''); if (raw) return { positive: raw, negative: '', singleText: raw, primaryRole: 'positive' }; } return null; } export const PROMPT_EXTRACTORS = [ extractFromPlan, extractFromNote, extractFromPromptGroups, extractFromNodeBlocks, extractFromSummary, ]; export function extractMaterialPromptEnvelope(material, payload = {}) { const effectivePayload = (payload && Object.keys(payload).length > 0) ? payload : (material || {}); const data = effectivePayload.data || effectivePayload; for (const extractor of PROMPT_EXTRACTORS) { const result = extractor(effectivePayload, data); if (result && result.primaryRole !== 'none') { return formatPromptEnvelope(result); } } return formatPromptEnvelope(); } export function getMaterialPromptInfo(material) { const env = extractMaterialPromptEnvelope(material); const isNeg = env.primaryRole === 'negative'; const text = isNeg ? (env.negative || env.singleText) : (env.positive || env.singleText || env.negative); return { text: (text || '').trim(), role: isNeg ? 'negative' : 'positive', }; } export function dispatchPromptInjection(app, node, envelope, options = {}) { if (!node || !envelope || !envelope.hasPrompt) { throw new Error('materialNoCompatibleValues'); } const slots = inspectNodePromptSlots(node); if (!slots.hasSlots) { throw new Error('materialNoCompatibleValues'); } const entries = []; // Strategy ①: Dual-Slot Pair Injection (成对原子注入) if (envelope.positive && envelope.negative && slots.positiveSlot && slots.negativeSlot) { entries.push({ index: slots.positiveSlot.index, value: envelope.positive }); entries.push({ index: slots.negativeSlot.index, value: envelope.negative }); } // Strategy ②: Role-Matched Injection (角色精准对齐) else if (envelope.primaryRole === 'negative' || (envelope.negative && !envelope.positive)) { const val = envelope.negative || envelope.singleText; const targetSlot = slots.negativeSlot || slots.generalSlots[0] || slots.positiveSlot || slots.targets[0]; if (!targetSlot) throw new Error('materialNoCompatibleValues'); entries.push({ index: targetSlot.index, value: val }); } else if (envelope.primaryRole === 'positive' || (envelope.positive && !envelope.negative)) { const val = envelope.positive || envelope.singleText; const targetSlot = slots.positiveSlot || slots.generalSlots[0] || slots.negativeSlot || slots.targets[0]; if (!targetSlot) throw new Error('materialNoCompatibleValues'); entries.push({ index: targetSlot.index, value: val }); } // Strategy ④: Single-Slot / General Fallback (单槽位/通用回退) else { if (slots.negativeSlot && !slots.positiveSlot) { const val = envelope.negative || envelope.singleText || envelope.positive; entries.push({ index: slots.negativeSlot.index, value: val }); } else if (slots.positiveSlot && !slots.negativeSlot) { const val = envelope.positive || envelope.singleText || envelope.negative; entries.push({ index: slots.positiveSlot.index, value: val }); } else { const targetSlot = slots.generalSlots[0] || slots.positiveSlot || slots.negativeSlot || slots.targets[0]; if (!targetSlot) throw new Error('materialNoCompatibleValues'); const val = envelope.positive || envelope.singleText || envelope.negative; entries.push({ index: targetSlot.index, value: val }); } } if (!entries.length) { throw new Error('materialNoCompatibleValues'); } return applyNodeMaterialValues(app, node, entries, options); }