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| 1 | +import { fromAny } from '@total-typescript/shoehorn' |
| 2 | +import { afterAll, beforeAll, describe, expect, test } from 'vitest' |
| 3 | + |
| 4 | +import { LGraph, LGraphNode, LiteGraph } from '@/lib/litegraph/src/litegraph' |
| 5 | +import type { ISerialisedGraph } from '@/lib/litegraph/src/litegraph' |
| 6 | + |
| 7 | +import floatingLink from './__fixtures__/assets/floatingLink.json' |
| 8 | +import linkedNodes from './__fixtures__/assets/linkedNodes.json' |
| 9 | +import reroutesComplex from './__fixtures__/assets/reroutesComplex.json' |
| 10 | + |
| 11 | +/** |
| 12 | + * Loading a workflow and saving it again must not lose entities. |
| 13 | + * |
| 14 | + * The existing round-trip tests compare a second serialisation to the first, |
| 15 | + * which proves the output is a fixed point but says nothing about whether the |
| 16 | + * *input* survived. These assert the property users actually depend on: open a |
| 17 | + * workflow, save it, and everything you had is still there. |
| 18 | + * |
| 19 | + * Serialisation deliberately normalises — schema version is rewritten and |
| 20 | + * conflicting ids are reassigned — so this compares entity sets rather than |
| 21 | + * bytes. It compares them whole: a count survives an entity being renumbered, |
| 22 | + * repointed at a different slot, or replaced outright. |
| 23 | + * |
| 24 | + * The fixture node types must be registered. Without them `createNode` returns |
| 25 | + * null, every node takes the error branch, and `serialize()` echoes the input |
| 26 | + * object straight back — so the output is derived from the input by |
| 27 | + * construction and no assertion about nodes can fail. `roundTrip` asserts no |
| 28 | + * node carries `has_errors` so that can never silently return. |
| 29 | + */ |
| 30 | + |
| 31 | +const FIXTURE_NODE_TYPES = { |
| 32 | + VAEDecode: { |
| 33 | + inputs: [ |
| 34 | + ['samples', 'LATENT'], |
| 35 | + ['vae', 'VAE'] |
| 36 | + ], |
| 37 | + outputs: [['IMAGE', 'IMAGE']], |
| 38 | + widgets: [] |
| 39 | + }, |
| 40 | + SaveImage: { |
| 41 | + inputs: [['images', 'IMAGE']], |
| 42 | + outputs: [], |
| 43 | + widgets: [['filename_prefix', 'ComfyUI']] |
| 44 | + }, |
| 45 | + InvertMask: { |
| 46 | + inputs: [['mask', 'MASK']], |
| 47 | + outputs: [['MASK', 'MASK']], |
| 48 | + widgets: [] |
| 49 | + } |
| 50 | +} as const satisfies Record< |
| 51 | + string, |
| 52 | + { |
| 53 | + inputs: readonly (readonly [string, string])[] |
| 54 | + outputs: readonly (readonly [string, string])[] |
| 55 | + widgets: readonly (readonly [string, string])[] |
| 56 | + } |
| 57 | +> |
| 58 | + |
| 59 | +const originalNodeTypes = Object.fromEntries( |
| 60 | + Object.keys(FIXTURE_NODE_TYPES).map((type) => [ |
| 61 | + type, |
| 62 | + LiteGraph.registered_node_types[type] |
| 63 | + ]) |
| 64 | +) |
| 65 | +const originalFixtureNode = LiteGraph.Nodes.FixtureNode |
| 66 | + |
| 67 | +beforeAll(() => { |
| 68 | + for (const [type, shape] of Object.entries(FIXTURE_NODE_TYPES)) { |
| 69 | + class FixtureNode extends LGraphNode { |
| 70 | + constructor(title?: string) { |
| 71 | + super(title ?? type) |
| 72 | + this.serialize_widgets = true |
| 73 | + for (const [name, slotType] of shape.inputs) |
| 74 | + this.addInput(name, slotType) |
| 75 | + for (const [name, slotType] of shape.outputs) |
| 76 | + this.addOutput(name, slotType) |
| 77 | + for (const [name, value] of shape.widgets) |
| 78 | + this.addWidget('text', name, value, () => {}) |
| 79 | + } |
| 80 | + } |
| 81 | + LiteGraph.registerNodeType(type, FixtureNode) |
| 82 | + } |
| 83 | +}) |
| 84 | + |
| 85 | +afterAll(() => { |
| 86 | + for (const type of Object.keys(FIXTURE_NODE_TYPES)) { |
| 87 | + const originalNodeType = originalNodeTypes[type] |
| 88 | + if (originalNodeType) |
| 89 | + LiteGraph.registered_node_types[type] = originalNodeType |
| 90 | + else delete LiteGraph.registered_node_types[type] |
| 91 | + } |
| 92 | + |
| 93 | + if (originalFixtureNode) LiteGraph.Nodes.FixtureNode = originalFixtureNode |
| 94 | + else delete LiteGraph.Nodes.FixtureNode |
| 95 | +}) |
| 96 | + |
| 97 | +interface RoundTripFixture { |
| 98 | + name: string |
| 99 | + graph: ISerialisedGraph |
| 100 | +} |
| 101 | + |
| 102 | +const fixtures: RoundTripFixture[] = [ |
| 103 | + { |
| 104 | + name: 'linked nodes', |
| 105 | + graph: fromAny<ISerialisedGraph, unknown>(linkedNodes) |
| 106 | + }, |
| 107 | + { |
| 108 | + name: 'floating link', |
| 109 | + graph: fromAny<ISerialisedGraph, unknown>(floatingLink) |
| 110 | + }, |
| 111 | + { |
| 112 | + name: 'complex reroutes', |
| 113 | + graph: fromAny<ISerialisedGraph, unknown>(reroutesComplex) |
| 114 | + } |
| 115 | +] |
| 116 | + |
| 117 | +function roundTrip(source: ISerialisedGraph) { |
| 118 | + const loaded = new LGraph(structuredClone(source)) |
| 119 | + expect(loaded.nodes.filter((n) => n.has_errors)).toEqual([]) |
| 120 | + return loaded.serialize() |
| 121 | +} |
| 122 | + |
| 123 | +/** |
| 124 | + * Nodes compared whole. By id alone, a regression that drops every input, |
| 125 | + * output, widget value or title still passes. |
| 126 | + */ |
| 127 | +function nodeKeys(graph: Pick<ISerialisedGraph, 'nodes'>) { |
| 128 | + return (graph.nodes ?? []) |
| 129 | + .map((node) => |
| 130 | + JSON.stringify({ |
| 131 | + id: node.id, |
| 132 | + type: node.type, |
| 133 | + inputs: (node.inputs ?? []).map((i) => [ |
| 134 | + i.name, |
| 135 | + i.type, |
| 136 | + i.link ?? null |
| 137 | + ]), |
| 138 | + outputs: (node.outputs ?? []).map((o) => [ |
| 139 | + o.name, |
| 140 | + o.type, |
| 141 | + [...(o.links ?? [])].sort(ascending) |
| 142 | + ]), |
| 143 | + widgets_values: node.widgets_values?.length ? node.widgets_values : null |
| 144 | + }) |
| 145 | + ) |
| 146 | + .sort() |
| 147 | +} |
| 148 | + |
| 149 | +function ascending(a: number | string, b: number | string) { |
| 150 | + return String(a).localeCompare(String(b), undefined, { numeric: true }) |
| 151 | +} |
| 152 | + |
| 153 | +/** |
| 154 | + * Compared whole. Ids alone survive a regression that flattens every |
| 155 | + * `parentId`, empties every `linkIds`, or resets every `pos` — which is most of |
| 156 | + * what the reroute fixture is for. |
| 157 | + */ |
| 158 | +function rerouteKeys(graph: Pick<ISerialisedGraph, 'extra'>) { |
| 159 | + return (graph.extra?.reroutes ?? []) |
| 160 | + .map((reroute) => |
| 161 | + JSON.stringify({ |
| 162 | + id: reroute.id, |
| 163 | + parentId: reroute.parentId ?? null, |
| 164 | + pos: reroute.pos ?? null, |
| 165 | + linkIds: [...(reroute.linkIds ?? [])].sort(ascending), |
| 166 | + floating: reroute.floating ?? null |
| 167 | + }) |
| 168 | + ) |
| 169 | + .sort() |
| 170 | +} |
| 171 | + |
| 172 | +/** |
| 173 | + * Reroute-to-link association is not on the link in schema 0.4 — `serialize()` |
| 174 | + * rebuilds it into `extra.linkExtensions`, so it needs its own assertion. |
| 175 | + */ |
| 176 | +function linkExtensionKeys(graph: Pick<ISerialisedGraph, 'extra'>) { |
| 177 | + return (graph.extra?.linkExtensions ?? []) |
| 178 | + .map((ext) => |
| 179 | + JSON.stringify({ id: ext.id, parentId: ext.parentId ?? null }) |
| 180 | + ) |
| 181 | + .sort() |
| 182 | +} |
| 183 | + |
| 184 | +/** |
| 185 | + * A comparison against an empty collection passes whether or not the code |
| 186 | + * works. Every assertion below runs through this so a fixture that later loses |
| 187 | + * its reroutes degrades into a failure rather than a silent no-op. |
| 188 | + */ |
| 189 | +function expectPreserved(before: string[], after: string[]) { |
| 190 | + expect(before.length).toBeGreaterThan(0) |
| 191 | + expect(after).toEqual(before) |
| 192 | +} |
| 193 | + |
| 194 | +/** |
| 195 | + * Links and groups are compared whole, not counted. A count survives a link |
| 196 | + * being renumbered, repointed at a different slot, or replaced outright. |
| 197 | + */ |
| 198 | +function linkKeys(graph: Pick<ISerialisedGraph, 'links'>) { |
| 199 | + return (graph.links ?? []).map((link) => JSON.stringify(link)).sort() |
| 200 | +} |
| 201 | + |
| 202 | +function floatingLinkKeys(graph: Pick<ISerialisedGraph, 'floatingLinks'>) { |
| 203 | + return (graph.floatingLinks ?? []).map((link) => JSON.stringify(link)).sort() |
| 204 | +} |
| 205 | + |
| 206 | +function groupKeys(graph: Pick<ISerialisedGraph, 'groups'>) { |
| 207 | + return (graph.groups ?? []) |
| 208 | + .map(({ id, title, bounding }) => JSON.stringify({ id, title, bounding })) |
| 209 | + .sort() |
| 210 | +} |
| 211 | + |
| 212 | +/** |
| 213 | + * Every fixture ships with `groups: []`, so a group assertion against them |
| 214 | + * unmodified compares nothing to nothing. |
| 215 | + */ |
| 216 | +function withGroups(graph: ISerialisedGraph): ISerialisedGraph { |
| 217 | + return { |
| 218 | + ...structuredClone(graph), |
| 219 | + groups: [ |
| 220 | + { id: 1, title: 'first', bounding: [0, 0, 140, 90] }, |
| 221 | + { id: 2, title: 'second', bounding: [200, 40, 180, 120] } |
| 222 | + ] |
| 223 | + } |
| 224 | +} |
| 225 | + |
| 226 | +describe('LGraph round trip preserves the input', () => { |
| 227 | + for (const { name, graph } of fixtures) { |
| 228 | + describe(name, () => { |
| 229 | + test('keeps every node, whole', () => { |
| 230 | + const before = nodeKeys(graph) |
| 231 | + const after = nodeKeys(roundTrip(graph)) |
| 232 | + |
| 233 | + expectPreserved(before, after) |
| 234 | + }) |
| 235 | + |
| 236 | + test.skipIf(linkKeys(graph).length === 0)( |
| 237 | + 'keeps every link, with its endpoints', |
| 238 | + () => { |
| 239 | + expectPreserved(linkKeys(graph), linkKeys(roundTrip(graph))) |
| 240 | + } |
| 241 | + ) |
| 242 | + |
| 243 | + test.skipIf(floatingLinkKeys(graph).length === 0)( |
| 244 | + 'keeps every floating link, with its endpoints', |
| 245 | + () => { |
| 246 | + expectPreserved( |
| 247 | + floatingLinkKeys(graph), |
| 248 | + floatingLinkKeys(roundTrip(graph)) |
| 249 | + ) |
| 250 | + } |
| 251 | + ) |
| 252 | + |
| 253 | + test.skipIf(rerouteKeys(graph).length === 0)( |
| 254 | + 'keeps every reroute, with its parent, position and links', |
| 255 | + () => { |
| 256 | + expectPreserved(rerouteKeys(graph), rerouteKeys(roundTrip(graph))) |
| 257 | + } |
| 258 | + ) |
| 259 | + |
| 260 | + test.skipIf( |
| 261 | + linkExtensionKeys(graph).length === 0 || rerouteKeys(graph).length === 0 |
| 262 | + )('keeps the reroute-to-link association in extra.linkExtensions', () => { |
| 263 | + expectPreserved( |
| 264 | + linkExtensionKeys(graph), |
| 265 | + linkExtensionKeys(roundTrip(graph)) |
| 266 | + ) |
| 267 | + }) |
| 268 | + |
| 269 | + test('keeps every group, by identity and bounds', () => { |
| 270 | + const grouped = withGroups(graph) |
| 271 | + |
| 272 | + expectPreserved(groupKeys(grouped), groupKeys(roundTrip(grouped))) |
| 273 | + }) |
| 274 | + |
| 275 | + test('does not mutate the workflow it was given', () => { |
| 276 | + const untouched = structuredClone(graph) |
| 277 | + const subject = structuredClone(graph) |
| 278 | + |
| 279 | + new LGraph(subject).serialize() |
| 280 | + |
| 281 | + expect(subject).toEqual(untouched) |
| 282 | + }) |
| 283 | + |
| 284 | + test('is stable when saved twice', () => { |
| 285 | + const once = roundTrip(graph) |
| 286 | + const twice = new LGraph(structuredClone(once)).serialize() |
| 287 | + |
| 288 | + expect(twice).toEqual(once) |
| 289 | + }) |
| 290 | + }) |
| 291 | + } |
| 292 | +}) |
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