Keeps the planned All-in-One loader and cross-node prompt features but removes the regressions they introduced: - model references: one adapter table for verified layouts (easy a1111Loader, easy fullLoader, Efficient Loader) shared by recipe_identity.js and recipe_schema.py; native loaders keep their stored labels; no more guessing categories from file names (a "...vae.safetensors" checkpoint was a VAE); "None"/"Baked VAE" are never references - recipe summary sync follows the extraction rules: only checkpoint/UNet loaders or ckpt_name/unet_name set the base model (not an upscaler's model_name), only sampler-like nodes set seed/steps/cfg, and LoRA edits update the entry of the edited loader instead of falling back to loras[0] - one LoRA entry per loader again (deduplication shifted entries) - prompt injection never writes negative text into a positive slot or the reverse; the block chooser follows the same rule - material cards only accept cross-node drops that carry prompts; parameter blocks stay same-type - drop unused imports and the unused modelSpecs alias Verified: regression cases added to tests/recipe_all_in_one_compatibility.mjs and tests/material_prompt_cross_node.mjs (both fail on the previous commit), new tests/test_recipe_model_references.py; all JS tests except the orphaned material_parameter_cross_node.mjs and 95 Python tests pass. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01W411Z69FC3em9CzpeqEub5
420 lines
18 KiB
JavaScript
420 lines
18 KiB
JavaScript
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',
|
|
};
|
|
}
|
|
|
|
/**
|
|
* Choose prompt widgets for an envelope. Text never crosses roles: a negative
|
|
* prompt is not written into a positive slot (or the reverse). Role-neutral
|
|
* slots (e.g. CLIPTextEncode `text`) accept the envelope's primary text.
|
|
*/
|
|
export function planPromptInjection(slots, envelope) {
|
|
const { positiveSlot, negativeSlot } = slots;
|
|
const generalSlot = slots.generalSlots?.[0] || null;
|
|
const positive = envelope.positive || '';
|
|
const negative = envelope.negative || '';
|
|
|
|
// Strategy 1: both texts into a node that has both role slots.
|
|
if (positive && negative && positiveSlot && negativeSlot) {
|
|
return [{ index: positiveSlot.index, value: positive }, { index: negativeSlot.index, value: negative }];
|
|
}
|
|
// Strategy 2: a single-role node receives the matching text only.
|
|
if (negativeSlot && !positiveSlot && !generalSlot) return negative ? [{ index: negativeSlot.index, value: negative }] : [];
|
|
if (positiveSlot && !negativeSlot && !generalSlot) return positive ? [{ index: positiveSlot.index, value: positive }] : [];
|
|
// Strategy 3: role-matched slot for a one-sided envelope.
|
|
const wantsNegative = envelope.primaryRole === 'negative' || (negative && !positive);
|
|
if (wantsNegative && negativeSlot) return [{ index: negativeSlot.index, value: negative }];
|
|
if (!wantsNegative && positive && positiveSlot) return [{ index: positiveSlot.index, value: positive }];
|
|
// Strategy 4: role-neutral slot takes the primary text.
|
|
if (generalSlot) {
|
|
const value = wantsNegative ? negative : (positive || envelope.singleText || '');
|
|
return value ? [{ index: generalSlot.index, value }] : [];
|
|
}
|
|
return [];
|
|
}
|
|
|
|
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 = planPromptInjection(slots, envelope);
|
|
if (!entries.length) throw new Error('materialNoCompatibleValues');
|
|
return applyNodeMaterialValues(app, node, entries, options);
|
|
}
|
|
|
|
|