/** * The saved parameters for a node type, as one list: material blocks * (GET /anomalous/materials/by_node_type) and recipes' parameter sets * (GET /anomalous/parameters/by_node_type), with the same values saved twice merged into * one entry that names both sources, each saying where it came from (a recipe's set with its * file and values' signature, a kept picture, or values saved in Current node). For a live * node, what an entry would change: every differing value, except seeds and how they change * after a run, model files (the model section changes those) and choices this computer does * not have, which stay. And the recent pictures made with each set's values. What was last * put into a node is remembered in this browser (per workflow and node), so the panel can say * which set the values came from and what changed since; without a record, which set the * values match or come closest to. No DOM. */ import { applyNodeMaterialValues, isModelFilePath, isVolatileWidget } from './node_material_actions.js'; import { workflowKey } from './canvas_undo.js'; const same = (a, b) => JSON.stringify(a) === JSON.stringify(b); const APPLIED_KEY = 'anomalous_applied_sets'; // { "workflow|graph|node": record }, this browser only const APPLIED_KEPT = 100; // records kept, the newest async function fetchJson(url, signal) { const response = await fetch(url, { cache: 'no-store', signal }); if (!response.ok) throw new Error(`HTTP ${response.status}`); return response.json(); } /** * [{ name, role, timestamp, values, sources }], newest first. A source is a material * { kind: 'material', label, filename, timestamp, origin, image, preview } (origin: how it was * saved, 'generated_image' or 'canvas_node'; image: the kept picture { filename, subfolder } or * null; preview: its saved preview's URL or '') or a recipe set { kind: 'recipe', label (the * recipe), recipeFile, setFile, setName, timestamp, signature }. */ export async function loadParameterSets(type, { signal } = {}) { const query = `type=${encodeURIComponent(type)}`; const [materials, recipes] = await Promise.all([ fetchJson(`/anomalous/materials/by_node_type?${query}`, signal), fetchJson(`/anomalous/parameters/by_node_type?${query}`, signal), ]); const entries = new Map(); const add = (values, entry) => { if (!Array.isArray(values) || !values.length) return; const key = JSON.stringify(values); const known = entries.get(key); if (!known) entries.set(key, { ...entry, values }); else { known.sources.push(...entry.sources); known.timestamp = Math.max(known.timestamp, entry.timestamp); } }; for (const material of materials.materials || []) { const blocks = material.blocks || []; for (const block of blocks) { add(block.widgets_values, { name: blocks.length > 1 ? `${material.name} · ${block.title || block.type}` : material.name, role: block.role || '', timestamp: material.timestamp || 0, sources: [{ kind: 'material', label: material.name, filename: material.filename, timestamp: material.timestamp || 0, origin: material.origin || '', image: material.source_image?.filename ? material.source_image : null, preview: material.preview ? `/anomalous/material_asset?${new URLSearchParams({ filename: material.filename, asset: material.preview })}` : '', }], }); } } for (const group of recipes.groups || []) { const recipe = String(group.recipe_name || group.recipe_filename || ''); // Sets not bound to a recipe, or whose recipe is gone (only its file name is left). if (group.recipe_filename === 'unbound' || recipe.endsWith('.json')) continue; for (const notebook of group.notebooks || []) { const nodes = notebook.nodes || []; for (const node of nodes) { add(node.widgets_values, { name: nodes.length > 1 ? `${notebook.name} · ${node.title}` : notebook.name, role: node.role || '', timestamp: notebook.timestamp || 0, sources: [{ kind: 'recipe', label: recipe, recipeFile: group.recipe_filename, setFile: notebook.filename || '', setName: notebook.name || '', timestamp: notebook.timestamp || 0, signature: notebook.signature || '', }], }); } } } return [...entries.values()].sort((a, b) => b.timestamp - a.timestamp); } /** * Every value of `values` for `node`: [{ index, label, from, to, status }], status being * 'change' (put in), 'same', or why the value stays: 'seed' | 'model' | 'missing'. Values of * another type than the node's input there are left out. */ export function parameterRows(node, values) { const rows = []; values.forEach((to, index) => { const widget = node.widgets?.[index]; if (!widget || to === undefined || to === null) return; if (widget.value != null && typeof widget.value !== typeof to) return; // not the same input const label = widget.label || widget.name || `#${index}`; if (same(widget.value, to)) { rows.push({ index, label, from: widget.value, to, status: 'same' }); return; } const choices = Array.isArray(widget.options?.values) ? widget.options.values : null; const status = isVolatileWidget(node, widget, index) || widget.name === 'control_after_generate' ? 'seed' : isModelFilePath(to) || isModelFilePath(widget.value) ? 'model' : choices && !choices.includes(to) ? 'missing' : 'change'; rows.push({ index, label, from: widget.value, to, status }); }); return rows; } /** * What putting `values` into `node` would change: [{ index, label, from, to, keep }], keep * being '' for a change that is made, or why the value stays: 'seed' | 'model' | 'missing'. */ export function parameterChanges(node, values) { return parameterRows(node, values).filter(row => row.status !== 'same') .map(({ index, label, from, to, status }) => ({ index, label, from, to, keep: status === 'change' ? '' : status })); } /** * The recent pictures made with the recipe sets' values among `entries` (one pass over the * outputs): { signature: { count, newest: { filename, subfolder } } }; {} when none or unreadable. */ export async function loadSetPictures(entries, { signal } = {}) { const signatures = [...new Set(entries.flatMap(entry => entry.sources.map(source => source.signature)).filter(Boolean))].slice(0, 64); if (!signatures.length) return {}; try { const data = await fetchJson(`/anomalous/parameter_pictures?signatures=${signatures.join(',')}`, signal); return data.pictures || {}; } catch { return {}; } } /** Puts the changes that are made into the node; the undoable result of node_material_actions. */ export function applyParameterChanges(app, node, changes) { return applyNodeMaterialValues(app, node, changes.filter(change => !change.keep).map(({ index, to }) => ({ index, value: to }))); } function appliedStore() { try { const data = JSON.parse(globalThis.localStorage?.getItem(APPLIED_KEY) || '{}'); return data && typeof data === 'object' && !Array.isArray(data) ? data : {}; } catch { return {}; } } function keepAppliedStore(store) { const newest = Object.entries(store).sort((a, b) => (b[1]?.at || 0) - (a[1]?.at || 0)).slice(0, APPLIED_KEPT); try { globalThis.localStorage?.setItem(APPLIED_KEY, JSON.stringify(Object.fromEntries(newest))); } catch { /* only a convenience: without storage the panel says which set the values match */ } } const appliedKey = (app, node) => `${workflowKey(app)}|${node.graph?.id || ''}|${node.id}`; /** * Remembers that `entry`'s values were put into `node` (`rows`: its parameterRows before): * { name, at, values: { index: value } (the values it set or that were equal already), labels, * made: [index] (the ones it changed) }. Returns the record it replaces (null for none). */ export function rememberApplied(app, node, entry, rows, now = Date.now()) { const store = appliedStore(); const key = appliedKey(app, node); const previous = store[key] || null; const held = rows.filter(row => row.status === 'change' || row.status === 'same'); store[key] = { name: entry.name, at: now, values: Object.fromEntries(held.map(row => [row.index, row.to])), labels: Object.fromEntries(held.map(row => [row.index, row.label])), made: rows.filter(row => row.status === 'change').map(row => row.index), }; keepAppliedStore(store); return previous; } /** Puts back the record rememberApplied replaced (null: none), when the change is undone. */ export function restoreApplied(app, node, previous) { const store = appliedStore(); const key = appliedKey(app, node); if (previous) store[key] = previous; else delete store[key]; keepAppliedStore(store); } /** * The node against what was last put into it: { record, changed: [{ index, label, from (the * set's), to (now) }] }, or null without a record or once none of the values it changed is * there any more (undone, or replaced since). */ export function appliedState(app, node) { const record = appliedStore()[appliedKey(app, node)]; if (!record?.values) return null; const now = index => node.widgets?.[Number(index)]?.value; if (!(record.made || []).some(index => same(now(index), record.values[index]))) return null; const changed = Object.entries(record.values).filter(([index, value]) => !same(now(index), value)) .map(([index, value]) => ({ index: Number(index), label: record.labels?.[index] || `#${index}`, from: value, to: now(index) })); return { record, changed }; } /** Whether `entry` is the set `record` was taken from (its name, and every value it set). */ export function isAppliedEntry(entry, record) { return Boolean(record) && entry.name === record.name && Object.entries(record.values || {}).every(([index, value]) => same(entry.values[Number(index)], value)); } /** * The saved set the node's values are now (none of its values would change anything), else the * one that would change the fewest, at most `most`: { entry, changes (parameterRows), others * (how many more match) }, or null. */ export function closestSet(node, entries, most = 3) { let best = null; let matches = 0; for (const entry of entries) { const rows = parameterRows(node, entry.values); if (!rows.some(row => row.status === 'same')) continue; // nothing in common to speak of const changes = rows.filter(row => row.status === 'change'); if (!changes.length) matches += 1; if (!best || changes.length < best.changes.length) best = { entry, changes }; } if (!best || best.changes.length > most) return null; return { ...best, others: best.changes.length ? 0 : matches - 1 }; } /** Saves the node's current values as a material; { status: 'success' | 'duplicate', name }. */ /** Deletes saved values (a material file, with any other nodes saved with them) to the Recycle Bin. */ export async function deleteSavedValues(filename) { const response = await fetch('/anomalous/delete_material', { method: 'POST', headers: { 'Content-Type': 'application/json' }, body: JSON.stringify({ filename }), }); if (!response.ok) throw new Error(`HTTP ${response.status}`); } export async function saveNodeParameters(node, name) { const values = node.serialize?.().widgets_values || node.widgets_values || (node.widgets || []).map(widget => widget.value); const response = await fetch('/anomalous/save_node_material', { method: 'POST', headers: { 'Content-Type': 'application/json' }, body: JSON.stringify({ name, node: { type: node.type, title: node.title || node.type, widgets_values: values } }), }); const payload = await response.json().catch(() => ({})); if (payload.status === 'success') return { status: 'success', name: payload.material?.name || name }; if (payload.status === 'duplicate') return { status: 'duplicate', name: payload.name }; throw new Error(payload.message || `HTTP ${response.status}`); }