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https://github.com/Abdulazizzn/n8n-enterprise-unlocked.git
synced 2025-12-17 01:56:46 +00:00
feat: Add model selector node (#16371)
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@@ -0,0 +1,298 @@
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/* eslint-disable @typescript-eslint/no-unsafe-return */
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/* eslint-disable @typescript-eslint/no-unsafe-assignment */
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import type { BaseChatModel } from '@langchain/core/language_models/chat_models';
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import { mock } from 'jest-mock-extended';
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import type { ISupplyDataFunctions, INode, ILoadOptionsFunctions } from 'n8n-workflow';
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import { NodeOperationError, NodeConnectionTypes } from 'n8n-workflow';
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import { ModelSelector } from '../ModelSelector.node';
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// Mock the N8nLlmTracing module completely to avoid module resolution issues
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jest.mock('../../llms/N8nLlmTracing', () => ({
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N8nLlmTracing: jest.fn().mockImplementation(() => ({
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handleLLMStart: jest.fn(),
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handleLLMEnd: jest.fn(),
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})),
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}));
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describe('ModelSelector Node', () => {
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let node: ModelSelector;
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let mockSupplyDataFunction: jest.Mocked<ISupplyDataFunctions>;
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let mockLoadOptionsFunction: jest.Mocked<ILoadOptionsFunctions>;
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beforeEach(() => {
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node = new ModelSelector();
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mockSupplyDataFunction = mock<ISupplyDataFunctions>();
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mockLoadOptionsFunction = mock<ILoadOptionsFunctions>();
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mockSupplyDataFunction.getNode.mockReturnValue({
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name: 'Model Selector',
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typeVersion: 1,
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parameters: {},
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} as INode);
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jest.clearAllMocks();
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});
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describe('description', () => {
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it('should have the expected properties', () => {
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expect(node.description).toBeDefined();
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expect(node.description.name).toBe('modelSelector');
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expect(node.description.displayName).toBe('Model Selector');
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expect(node.description.version).toBe(1);
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expect(node.description.group).toEqual(['transform']);
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expect(node.description.outputs).toEqual([NodeConnectionTypes.AiLanguageModel]);
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expect(node.description.requiredInputs).toBe(1);
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});
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it('should have the correct properties defined', () => {
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expect(node.description.properties).toHaveLength(2);
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expect(node.description.properties[0].name).toBe('numberInputs');
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expect(node.description.properties[1].name).toBe('rules');
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});
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});
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describe('loadOptions methods', () => {
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describe('getModels', () => {
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it('should return correct number of models based on numberInputs parameter', async () => {
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mockLoadOptionsFunction.getCurrentNodeParameter.mockReturnValue(3);
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const result = await node.methods.loadOptions.getModels.call(mockLoadOptionsFunction);
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expect(result).toEqual([
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{ value: 1, name: 'Model 1' },
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{ value: 2, name: 'Model 2' },
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{ value: 3, name: 'Model 3' },
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]);
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});
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it('should default to 2 models when numberInputs is undefined', async () => {
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mockLoadOptionsFunction.getCurrentNodeParameter.mockReturnValue(undefined);
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const result = await node.methods.loadOptions.getModels.call(mockLoadOptionsFunction);
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expect(result).toEqual([
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{ value: 1, name: 'Model 1' },
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{ value: 2, name: 'Model 2' },
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]);
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});
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});
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});
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describe('supplyData', () => {
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const mockModel1: Partial<BaseChatModel> = {
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_llmType: () => 'fake-llm',
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callbacks: [],
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};
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const mockModel2: Partial<BaseChatModel> = {
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_llmType: () => 'fake-llm-2',
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callbacks: undefined,
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};
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const mockModel3: Partial<BaseChatModel> = {
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_llmType: () => 'fake-llm-3',
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callbacks: [{ handleLLMStart: jest.fn() }],
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};
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beforeEach(() => {
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// Note: models array gets reversed in supplyData, so [model1, model2, model3] becomes [model3, model2, model1]
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mockSupplyDataFunction.getInputConnectionData.mockResolvedValue([
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mockModel1,
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mockModel2,
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mockModel3,
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]);
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});
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it('should throw error when no models are connected', async () => {
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mockSupplyDataFunction.getInputConnectionData.mockResolvedValue([]);
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await expect(node.supplyData.call(mockSupplyDataFunction, 0)).rejects.toThrow(
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NodeOperationError,
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);
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});
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it('should throw error when no rules are defined', async () => {
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mockSupplyDataFunction.getNodeParameter.mockReturnValue([]);
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await expect(node.supplyData.call(mockSupplyDataFunction, 0)).rejects.toThrow(
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NodeOperationError,
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);
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});
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it('should return the correct model when rule conditions are met', async () => {
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const rules = [
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{
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modelIndex: '2',
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conditions: {},
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},
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];
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mockSupplyDataFunction.getNodeParameter
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.mockReturnValueOnce(rules) // rules.rule parameter
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.mockReturnValueOnce(true); // conditions evaluation
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const result = await node.supplyData.call(mockSupplyDataFunction, 0);
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// After reverse: [model3, model2, model1], so index 2 (1-based) = model2
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expect(result.response).toBe(mockModel2);
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});
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it('should add N8nLlmTracing callback to selected model', async () => {
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const rules = [
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{
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modelIndex: '1',
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conditions: {},
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},
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];
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mockSupplyDataFunction.getNodeParameter
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.mockReturnValueOnce(rules) // rules.rule parameter
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.mockReturnValueOnce(true); // conditions evaluation
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const result = await node.supplyData.call(mockSupplyDataFunction, 0);
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// After reverse: [model3, model2, model1], so index 1 (1-based) = model3
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expect(result.response).toBe(mockModel3);
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expect((result.response as BaseChatModel).callbacks).toHaveLength(2); // original + N8nLlmTracing
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});
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it('should handle models with undefined callbacks', async () => {
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const rules = [
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{
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modelIndex: '2',
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conditions: {},
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},
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];
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mockSupplyDataFunction.getNodeParameter
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.mockReturnValueOnce(rules) // rules.rule parameter
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.mockReturnValueOnce(true); // conditions evaluation
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const result = await node.supplyData.call(mockSupplyDataFunction, 0);
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// After reverse: [model3, model2, model1], so index 2 (1-based) = model2
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expect(result.response).toBe(mockModel2);
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// Should have 1 callback added (N8nLlmTracing)
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expect(Array.isArray((result.response as BaseChatModel).callbacks)).toBe(true);
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expect((result.response as BaseChatModel).callbacks).toHaveLength(2);
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});
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it('should evaluate multiple rules and return first matching model', async () => {
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const rules = [
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{
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modelIndex: '1',
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conditions: {},
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},
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{
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modelIndex: '3',
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conditions: {},
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},
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];
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mockSupplyDataFunction.getNodeParameter
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.mockReturnValueOnce(rules) // rules.rule parameter
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.mockReturnValueOnce(false) // first rule conditions evaluation
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.mockReturnValueOnce(true); // second rule conditions evaluation
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const result = await node.supplyData.call(mockSupplyDataFunction, 0);
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// After reverse: [model3, model2, model1], so index 3 (1-based) = model1
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expect(result.response).toBe(mockModel1);
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});
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it('should throw error when no rules match', async () => {
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const rules = [
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{
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modelIndex: '1',
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conditions: {},
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},
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{
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modelIndex: '2',
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conditions: {},
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},
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];
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mockSupplyDataFunction.getNodeParameter
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.mockReturnValueOnce(rules) // rules.rule parameter
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.mockReturnValueOnce(false) // first rule conditions evaluation
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.mockReturnValueOnce(false); // second rule conditions evaluation
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await expect(node.supplyData.call(mockSupplyDataFunction, 0)).rejects.toThrow(
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NodeOperationError,
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);
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});
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it('should throw error when model index is invalid (too low)', async () => {
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const rules = [
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{
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modelIndex: '0',
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conditions: {},
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},
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];
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mockSupplyDataFunction.getNodeParameter
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.mockReturnValueOnce(rules) // rules.rule parameter
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.mockReturnValueOnce(true); // conditions evaluation
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await expect(node.supplyData.call(mockSupplyDataFunction, 0)).rejects.toThrow(
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NodeOperationError,
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);
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});
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it('should throw error when model index is invalid (too high)', async () => {
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const rules = [
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{
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modelIndex: '5',
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conditions: {},
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},
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];
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mockSupplyDataFunction.getNodeParameter
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.mockReturnValueOnce(rules) // rules.rule parameter
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.mockReturnValueOnce(true); // conditions evaluation
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await expect(node.supplyData.call(mockSupplyDataFunction, 0)).rejects.toThrow(
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NodeOperationError,
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);
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});
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it('should handle string model indices correctly', async () => {
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const rules = [
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{
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modelIndex: '3',
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conditions: {},
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},
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];
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mockSupplyDataFunction.getNodeParameter
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.mockReturnValueOnce(rules) // rules.rule parameter
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.mockReturnValueOnce(true); // conditions evaluation
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const result = await node.supplyData.call(mockSupplyDataFunction, 0);
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// After reverse: [model3, model2, model1], so index 3 (1-based) = model1
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expect(result.response).toBe(mockModel1);
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});
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it('should call getNodeParameter with correct parameters for condition evaluation', async () => {
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const rules = [
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{
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modelIndex: '1',
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conditions: { field: 'value' },
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},
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];
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mockSupplyDataFunction.getNodeParameter
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.mockReturnValueOnce(rules) // rules.rule parameter
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.mockReturnValueOnce(true); // conditions evaluation
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await node.supplyData.call(mockSupplyDataFunction, 0);
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expect(mockSupplyDataFunction.getNodeParameter).toHaveBeenCalledWith(
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'rules.rule[0].conditions',
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0,
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false,
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{ extractValue: true },
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);
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});
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});
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});
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