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import type {
LiteGraph as TLiteGraph,
LGraphCanvas as TLGraphCanvas,
LGraph as TLGraph,
LGraphNode as TLGraphNode,
Vector2,
LGraphNode,
} from "typings/litegraph.js";
import {rgthree} from "../rgthree.js";
import {NodeTypesString} from "../constants.js";
import {wait} from "rgthree/common/shared_utils.js";
import {describe, should, beforeEach, expect, describeRun} from "../testing/runner.js";
import {ComfyUITestEnvironment} from "../testing/comfyui_env.js";
declare const LiteGraph: typeof TLiteGraph;
const env = new ComfyUITestEnvironment();
function verifyInputAndOutputName(
node: LGraphNode,
index: number,
inputName: string | null,
isLinked?: boolean,
) {
if (inputName != null) {
expect(node.inputs[index]!.name).toBe(`input ${index} name`, inputName);
}
if (isLinked) {
expect(node.inputs[index]!.link).toBeANumber(`input ${index} connection`);
} else if (isLinked === false) {
expect(node.inputs[index]!.link).toBeNullOrUndefined(`input ${index} connection`);
}
if (inputName != null) {
if (inputName === "+") {
expect(node.outputs[index]).toBeUndefined(`output ${index}`);
} else {
let outputName =
inputName === "base_ctx" ? "CONTEXT" : inputName.replace(/^\+\s/, "").toUpperCase();
expect(node.outputs[index]!.name).toBe(`output ${index} name`, outputName);
}
}
}
function vertifyInputsStructure(node: LGraphNode, expectedLength: number) {
expect(node.inputs.length).toBe("inputs length", expectedLength);
expect(node.outputs.length).toBe("outputs length", expectedLength - 1);
verifyInputAndOutputName(node, expectedLength - 1, "+", false);
}
(window as any).rgthree_tests = (window as any).rgthree_tests || {};
(window as any).rgthree_tests.test_dynamic_context = describe("ContextDynamicTest", async () => {
let nodeConfig!: TLGraphNode;
let nodeCtx!: TLGraphNode;
let lastNode: LGraphNode | null = null;
await beforeEach(async () => {
await env.clear();
lastNode = nodeConfig = await env.addNode(NodeTypesString.KSAMPLER_CONFIG);
lastNode = nodeCtx = await env.addNode(NodeTypesString.DYNAMIC_CONTEXT);
nodeConfig.connect(0, nodeCtx, 1); // steps
nodeConfig.connect(2, nodeCtx, 2); // cfg
nodeConfig.connect(4, nodeCtx, 3); // scheduler
nodeConfig.connect(0, nodeCtx, 4); // This is the step.1
nodeConfig.connect(0, nodeCtx, 5); // This is the step.2
nodeCtx.disconnectInput(2);
nodeCtx.disconnectInput(5);
nodeConfig.connect(0, nodeCtx, 6); // This is the step.3
nodeCtx.disconnectInput(6);
await wait();
});
await should("add correct inputs", async () => {
vertifyInputsStructure(nodeCtx, 8);
let i = 0;
verifyInputAndOutputName(nodeCtx, i++, "base_ctx", false);
verifyInputAndOutputName(nodeCtx, i++, "+ steps", true);
verifyInputAndOutputName(nodeCtx, i++, "+ cfg", false);
verifyInputAndOutputName(nodeCtx, i++, "+ scheduler", true);
verifyInputAndOutputName(nodeCtx, i++, "+ steps.1", true);
verifyInputAndOutputName(nodeCtx, i++, "+ steps.2", false);
verifyInputAndOutputName(nodeCtx, i++, "+ steps.3", false);
});
await should("add evaluate correct outputs", async () => {
const displayAny1 = await env.addNode(NodeTypesString.DISPLAY_ANY, {placement: "right"});
const displayAny2 = await env.addNode(NodeTypesString.DISPLAY_ANY, {placement: "under"});
const displayAny3 = await env.addNode(NodeTypesString.DISPLAY_ANY, {placement: "under"});
const displayAny4 = await env.addNode(NodeTypesString.DISPLAY_ANY, {placement: "under"});
nodeCtx.connect(1, displayAny1, 0); // steps
nodeCtx.connect(3, displayAny2, 0); // scheduler
nodeCtx.connect(4, displayAny3, 0); // steps.1
nodeCtx.connect(6, displayAny4, 0); // steps.3 (unlinked)
await env.queuePrompt();
expect(displayAny1.widgets![0]!.value).toBe("output 1", 30);
expect(displayAny2.widgets![0]!.value).toBe("output 3", '"normal"');
expect(displayAny3.widgets![0]!.value).toBe("output 4", 30);
expect(displayAny4.widgets![0]!.value).toBe("output 6", "None");
});
await describeRun("Nested", async () => {
let nodeConfig2!: TLGraphNode;
let nodeCtx2!: TLGraphNode;
await beforeEach(async () => {
nodeConfig2 = await env.addNode(NodeTypesString.KSAMPLER_CONFIG, {placement: "start"});
nodeConfig2.widgets[0]!.value = 111;
nodeConfig2.widgets[2]!.value = 11.1;
nodeCtx2 = await env.addNode(NodeTypesString.DYNAMIC_CONTEXT, {placement: "right"});
nodeConfig2.connect(0, nodeCtx2, 1); // steps
nodeConfig2.connect(2, nodeCtx2, 2); // cfg
nodeConfig2.connect(3, nodeCtx2, 3); // sampler
nodeConfig2.connect(2, nodeCtx2, 4); // This is the cfg.1
nodeConfig2.connect(0, nodeCtx2, 5); // This is the steps.1
nodeCtx2.disconnectInput(2);
nodeCtx2.disconnectInput(5);
nodeConfig2.connect(2, nodeCtx2, 6); // This is the cfg.2
nodeCtx2.disconnectInput(6);
await wait();
});
await should("disallow context node to be connected to non-first spot.", async () => {
// Connect to first node.
let expectedInputs = 8;
nodeCtx2.connect(0, nodeCtx, expectedInputs - 1);
console.log(nodeCtx.inputs);
vertifyInputsStructure(nodeCtx, expectedInputs);
verifyInputAndOutputName(nodeCtx, 0, "base_ctx", false);
verifyInputAndOutputName(nodeCtx, nodeCtx.inputs.length - 1, null, false);
nodeCtx2.connect(0, nodeCtx, 0);
expectedInputs = 14;
vertifyInputsStructure(nodeCtx, expectedInputs);
verifyInputAndOutputName(nodeCtx, 0, "base_ctx", true);
verifyInputAndOutputName(nodeCtx, expectedInputs - 1, null, false);
});
await should("add inputs from connected above owned.", async () => {
// Connect to first node.
nodeCtx2.connect(0, nodeCtx, 0);
let expectedInputs = 14;
vertifyInputsStructure(nodeCtx, expectedInputs);
let i = 0;
verifyInputAndOutputName(nodeCtx, i++, "base_ctx", true);
verifyInputAndOutputName(nodeCtx, i++, "steps", false);
verifyInputAndOutputName(nodeCtx, i++, "cfg", false);
verifyInputAndOutputName(nodeCtx, i++, "sampler", false);
verifyInputAndOutputName(nodeCtx, i++, "cfg.1", false);
verifyInputAndOutputName(nodeCtx, i++, "steps.1", false);
verifyInputAndOutputName(nodeCtx, i++, "cfg.2", false);
verifyInputAndOutputName(nodeCtx, i++, "+ steps.2", true);
verifyInputAndOutputName(nodeCtx, i++, "+ cfg.3", false);
verifyInputAndOutputName(nodeCtx, i++, "+ scheduler", true);
verifyInputAndOutputName(nodeCtx, i++, "+ steps.3", true);
verifyInputAndOutputName(nodeCtx, i++, "+ steps.4", false);
verifyInputAndOutputName(nodeCtx, i++, "+ steps.5", false);
verifyInputAndOutputName(nodeCtx, i++, "+", false);
});
await should("add then remove inputs when disconnected.", async () => {
// Connect to first node.
nodeCtx2.connect(0, nodeCtx, 0);
let expectedInputs = 14;
expect(nodeCtx.inputs.length).toBe("inputs length", expectedInputs);
expect(nodeCtx.outputs.length).toBe("outputs length", expectedInputs - 1);
nodeCtx.disconnectInput(0);
expectedInputs = 8;
expect(nodeCtx.inputs.length).toBe("inputs length", expectedInputs);
expect(nodeCtx.outputs.length).toBe("outputs length", expectedInputs - 1);
let i = 0;
verifyInputAndOutputName(nodeCtx, i++, "base_ctx", false);
verifyInputAndOutputName(nodeCtx, i++, "+ steps", true);
verifyInputAndOutputName(nodeCtx, i++, "+ cfg", false);
verifyInputAndOutputName(nodeCtx, i++, "+ scheduler", true);
verifyInputAndOutputName(nodeCtx, i++, "+ steps.1", true);
verifyInputAndOutputName(nodeCtx, i++, "+ steps.2", false);
verifyInputAndOutputName(nodeCtx, i++, "+ steps.3", false);
verifyInputAndOutputName(nodeCtx, i++, "+", false);
});
});
});
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