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https://github.com/Abdulazizzn/n8n-enterprise-unlocked.git
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refactor(Basic LLM Chain Node): Refactor Basic LLM Chain & add tests (#13850)
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@@ -0,0 +1,187 @@
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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 { FakeChatModel } from '@langchain/core/utils/testing';
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import { mock } from 'jest-mock-extended';
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import type { IExecuteFunctions, INode } from 'n8n-workflow';
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import { NodeConnectionType } from 'n8n-workflow';
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import * as helperModule from '@utils/helpers';
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import * as outputParserModule from '@utils/output_parsers/N8nOutputParser';
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import { ChainLlm } from '../ChainLlm.node';
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import * as executeChainModule from '../methods/chainExecutor';
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jest.mock('@utils/helpers', () => ({
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getPromptInputByType: jest.fn(),
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}));
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jest.mock('@utils/output_parsers/N8nOutputParser', () => ({
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getOptionalOutputParser: jest.fn(),
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}));
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jest.mock('../methods/chainExecutor', () => ({
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executeChain: jest.fn(),
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}));
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describe('ChainLlm Node', () => {
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let node: ChainLlm;
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let mockExecuteFunction: jest.Mocked<IExecuteFunctions>;
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beforeEach(() => {
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node = new ChainLlm();
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mockExecuteFunction = mock<IExecuteFunctions>();
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mockExecuteFunction.logger = {
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debug: jest.fn(),
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info: jest.fn(),
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warn: jest.fn(),
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error: jest.fn(),
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};
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mockExecuteFunction.getInputData.mockReturnValue([{ json: {} }]);
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mockExecuteFunction.getNode.mockReturnValue({
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name: 'Chain LLM',
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typeVersion: 1.5,
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parameters: {},
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} as INode);
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mockExecuteFunction.getNodeParameter.mockImplementation((param, _itemIndex, defaultValue) => {
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if (param === 'messages.messageValues') return [];
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return defaultValue;
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});
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const fakeLLM = new FakeChatModel({});
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mockExecuteFunction.getInputConnectionData.mockResolvedValue(fakeLLM);
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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('chainLlm');
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expect(node.description.displayName).toBe('Basic LLM Chain');
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expect(node.description.version).toContain(1.5);
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expect(node.description.properties).toBeDefined();
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expect(node.description.inputs).toBeDefined();
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expect(node.description.outputs).toEqual([NodeConnectionType.Main]);
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});
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});
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describe('execute', () => {
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it('should execute the chain with the correct parameters', async () => {
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(helperModule.getPromptInputByType as jest.Mock).mockReturnValue('Test prompt');
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(outputParserModule.getOptionalOutputParser as jest.Mock).mockResolvedValue(undefined);
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(executeChainModule.executeChain as jest.Mock).mockResolvedValue(['Test response']);
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const result = await node.execute.call(mockExecuteFunction);
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expect(executeChainModule.executeChain).toHaveBeenCalledWith({
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context: mockExecuteFunction,
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itemIndex: 0,
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query: 'Test prompt',
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llm: expect.any(FakeChatModel),
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outputParser: undefined,
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messages: [],
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});
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expect(mockExecuteFunction.logger.debug).toHaveBeenCalledWith('Executing Basic LLM Chain');
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expect(result).toEqual([[{ json: expect.any(Object) }]]);
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});
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it('should handle multiple input items', async () => {
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// Set up multiple input items
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mockExecuteFunction.getInputData.mockReturnValue([
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{ json: { item: 1 } },
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{ json: { item: 2 } },
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]);
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(helperModule.getPromptInputByType as jest.Mock)
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.mockReturnValueOnce('Test prompt 1')
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.mockReturnValueOnce('Test prompt 2');
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(outputParserModule.getOptionalOutputParser as jest.Mock).mockResolvedValue(undefined);
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(executeChainModule.executeChain as jest.Mock)
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.mockResolvedValueOnce(['Response 1'])
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.mockResolvedValueOnce(['Response 2']);
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const result = await node.execute.call(mockExecuteFunction);
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expect(executeChainModule.executeChain).toHaveBeenCalledTimes(2);
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expect(result[0]).toHaveLength(2);
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});
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it('should use the prompt parameter directly for older versions', async () => {
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// Set an older version
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mockExecuteFunction.getNode.mockReturnValue({
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name: 'Chain LLM',
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typeVersion: 1.3,
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parameters: {},
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} as INode);
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mockExecuteFunction.getNodeParameter.mockImplementation((param, _itemIndex, defaultValue) => {
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if (param === 'prompt') return 'Old version prompt';
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if (param === 'messages.messageValues') return [];
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return defaultValue;
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});
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(executeChainModule.executeChain as jest.Mock).mockResolvedValue(['Test response']);
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(outputParserModule.getOptionalOutputParser as jest.Mock).mockResolvedValue(undefined);
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await node.execute.call(mockExecuteFunction);
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expect(executeChainModule.executeChain).toHaveBeenCalledWith({
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context: mockExecuteFunction,
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itemIndex: 0,
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query: 'Old version prompt',
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llm: expect.any(Object),
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outputParser: undefined,
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messages: expect.any(Array),
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});
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});
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it('should throw an error if prompt is empty', async () => {
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(helperModule.getPromptInputByType as jest.Mock).mockReturnValue(undefined);
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(outputParserModule.getOptionalOutputParser as jest.Mock).mockResolvedValue(undefined);
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mockExecuteFunction.getNode.mockReturnValue({ name: 'Test Node' } as INode);
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await expect(node.execute.call(mockExecuteFunction)).rejects.toThrow(/prompt.*empty/);
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});
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it('should continue on failure when configured', async () => {
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(helperModule.getPromptInputByType as jest.Mock).mockReturnValue('Test prompt');
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const error = new Error('Test error');
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(executeChainModule.executeChain as jest.Mock).mockRejectedValue(error);
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mockExecuteFunction.continueOnFail.mockReturnValue(true);
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const result = await node.execute.call(mockExecuteFunction);
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expect(result).toEqual([[{ json: { error: 'Test error' }, pairedItem: { item: 0 } }]]);
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});
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it('should handle multiple response items from executeChain', async () => {
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(helperModule.getPromptInputByType as jest.Mock).mockReturnValue('Test prompt');
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(outputParserModule.getOptionalOutputParser as jest.Mock).mockResolvedValue(undefined);
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(executeChainModule.executeChain as jest.Mock).mockResolvedValue([
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'Response 1',
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'Response 2',
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]);
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const result = await node.execute.call(mockExecuteFunction);
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expect(result[0]).toHaveLength(2);
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});
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});
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});
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