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✨ Add Amazon Comprehend Node (#1415)
* ✨ Add Amazon Comprehend node * ⚡ Improvements to #1413 Co-authored-by: Rei Maruyama <rei.maruyama@serverworks.co.jp>
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packages/nodes-base/nodes/Aws/Comprehend/AwsComprehend.node.ts
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packages/nodes-base/nodes/Aws/Comprehend/AwsComprehend.node.ts
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import {
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IExecuteFunctions,
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} from 'n8n-core';
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import {
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IDataObject,
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INodeExecutionData,
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INodeType,
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INodeTypeDescription,
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} from 'n8n-workflow';
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import {
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awsApiRequestREST,
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} from './GenericFunctions';
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export class AwsComprehend implements INodeType {
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description: INodeTypeDescription = {
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displayName: 'AWS Comprehend',
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name: 'awsComprehend',
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icon: 'file:comprehend.svg',
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group: ['output'],
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version: 1,
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subtitle: '={{$parameter["operation"] + ": " + $parameter["resource"]}}',
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description: 'Sends data to Amazon Comprehend',
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defaults: {
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name: 'AWS Comprehend',
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color: '#5aa08d',
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},
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inputs: ['main'],
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outputs: ['main'],
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credentials: [
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{
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name: 'aws',
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required: true,
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},
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],
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properties: [
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{
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displayName: 'Resource',
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name: 'resource',
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type: 'options',
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options: [
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{
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name: 'Text',
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value: 'text',
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},
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],
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default: 'text',
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description: 'The resource to perform.',
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},
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{
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displayName: 'Operation',
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name: 'operation',
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type: 'options',
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options: [
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{
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name: 'Detect Dominant Language',
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value: 'detectDominantLanguage',
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description: 'Identify the dominant language',
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},
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{
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name: 'Detect Sentiment',
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value: 'detectSentiment',
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description: 'Analyse the sentiment of the text',
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},
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],
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default: 'detectDominantLanguage',
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description: 'The operation to perform.',
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},
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{
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displayName: 'Language Code',
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name: 'languageCode',
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type: 'options',
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options: [
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{
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name: 'Arabic',
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value: 'ar',
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},
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{
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name: 'Chinese',
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value: 'zh',
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},
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{
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name: 'Chinese (T)',
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value: 'zh-TW',
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},
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{
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name: 'English',
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value: 'en',
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},
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{
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name: 'French',
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value: 'fr',
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},
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{
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name: 'German',
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value: 'de',
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},
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{
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name: 'Hindi',
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value: 'hi',
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},
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{
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name: 'Italian',
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value: 'it',
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},
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{
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name: 'Japanese',
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value: 'ja',
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},
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{
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name: 'Korean',
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value: 'ko',
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},
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{
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name: 'Portuguese',
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value: 'pt',
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},
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{
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name: 'Spanish',
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value: 'es',
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},
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],
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default: 'en',
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displayOptions: {
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show: {
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resource: [
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'text',
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],
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operation: [
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'detectSentiment',
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],
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},
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},
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description: 'The language code for text.',
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},
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{
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displayName: 'Text',
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name: 'text',
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type: 'string',
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typeOptions: {
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alwaysOpenEditWindow: true,
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},
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default: '',
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displayOptions: {
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show: {
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resource: [
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'text',
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],
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},
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},
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description: 'The text to send.',
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},
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{
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displayName: 'Simple',
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name: 'simple',
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type: 'boolean',
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displayOptions: {
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show: {
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resource: [
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'text',
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],
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operation: [
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'detectDominantLanguage',
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],
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},
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},
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default: true,
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description: 'When set to true a simplify version of the response will be used else the raw data.',
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},
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],
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};
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async execute(this: IExecuteFunctions): Promise<INodeExecutionData[][]> {
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const items = this.getInputData();
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const returnData: IDataObject[] = [];
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let responseData;
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const resource = this.getNodeParameter('resource', 0) as string;
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const operation = this.getNodeParameter('operation', 0) as string;
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for (let i = 0; i < items.length; i++) {
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if (resource === 'text') {
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//https://docs.aws.amazon.com/comprehend/latest/dg/API_DetectDominantLanguage.html
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if (operation === 'detectDominantLanguage') {
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const text = this.getNodeParameter('text', i) as string;
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const simple = this.getNodeParameter('simple', i) as boolean;
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const body: IDataObject = {
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Text: text,
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};
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const action = 'Comprehend_20171127.DetectDominantLanguage';
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responseData = await awsApiRequestREST.call(this, 'comprehend', 'POST', '', JSON.stringify(body), { 'x-amz-target': action, 'Content-Type': 'application/x-amz-json-1.1' });
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if (simple === true) {
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responseData = responseData.Languages.reduce((accumulator: { [key: string]: number }, currentValue: IDataObject) => {
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accumulator[currentValue.LanguageCode as string] = currentValue.Score as number;
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return accumulator;
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}, {});
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}
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}
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//https://docs.aws.amazon.com/comprehend/latest/dg/API_DetectSentiment.html
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if (operation === 'detectSentiment') {
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const action = 'Comprehend_20171127.DetectSentiment';
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const text = this.getNodeParameter('text', i) as string;
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const languageCode = this.getNodeParameter('languageCode', i) as string;
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const body: IDataObject = {
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Text: text,
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LanguageCode: languageCode,
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};
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responseData = await awsApiRequestREST.call(this, 'comprehend', 'POST', '', JSON.stringify(body), { 'x-amz-target': action, 'Content-Type': 'application/x-amz-json-1.1' });
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}
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}
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if (Array.isArray(responseData)) {
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returnData.push.apply(returnData, responseData as IDataObject[]);
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} else {
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returnData.push(responseData as IDataObject);
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}
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}
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return [this.helpers.returnJsonArray(returnData)];
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}
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}
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packages/nodes-base/nodes/Aws/Comprehend/GenericFunctions.ts
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packages/nodes-base/nodes/Aws/Comprehend/GenericFunctions.ts
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import {
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URL,
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} from 'url';
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import {
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sign,
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} from 'aws4';
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import {
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OptionsWithUri,
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} from 'request';
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import {
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parseString,
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} from 'xml2js';
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import {
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IExecuteFunctions,
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IHookFunctions,
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ILoadOptionsFunctions,
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IWebhookFunctions,
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} from 'n8n-core';
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import {
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ICredentialDataDecryptedObject,
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} from 'n8n-workflow';
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function getEndpointForService(service: string, credentials: ICredentialDataDecryptedObject): string {
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let endpoint;
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if (service === 'lambda' && credentials.lambdaEndpoint) {
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endpoint = credentials.lambdaEndpoint;
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} else if (service === 'sns' && credentials.snsEndpoint) {
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endpoint = credentials.snsEndpoint;
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} else {
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endpoint = `https://${service}.${credentials.region}.amazonaws.com`;
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}
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return (endpoint as string).replace('{region}', credentials.region as string);
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}
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export async function awsApiRequest(this: IHookFunctions | IExecuteFunctions | ILoadOptionsFunctions | IWebhookFunctions, service: string, method: string, path: string, body?: string, headers?: object): Promise<any> { // tslint:disable-line:no-any
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const credentials = this.getCredentials('aws');
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if (credentials === undefined) {
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throw new Error('No credentials got returned!');
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}
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// Concatenate path and instantiate URL object so it parses correctly query strings
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const endpoint = new URL(getEndpointForService(service, credentials) + path);
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// Sign AWS API request with the user credentials
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const signOpts = { headers: headers || {}, host: endpoint.host, method, path, body };
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sign(signOpts, { accessKeyId: `${credentials.accessKeyId}`.trim(), secretAccessKey: `${credentials.secretAccessKey}`.trim() });
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const options: OptionsWithUri = {
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headers: signOpts.headers,
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method,
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uri: endpoint.href,
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body: signOpts.body,
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};
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try {
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return await this.helpers.request!(options);
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} catch (error) {
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const errorMessage = (error.response && error.response.body.message) || (error.response && error.response.body.Message) || error.message;
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if (error.statusCode === 403) {
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if (errorMessage === 'The security token included in the request is invalid.') {
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throw new Error('The AWS credentials are not valid!');
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} else if (errorMessage.startsWith('The request signature we calculated does not match the signature you provided')) {
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throw new Error('The AWS credentials are not valid!');
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}
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}
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throw new Error(`AWS error response [${error.statusCode}]: ${errorMessage}`);
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}
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}
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export async function awsApiRequestREST(this: IHookFunctions | IExecuteFunctions | ILoadOptionsFunctions, service: string, method: string, path: string, body?: string, headers?: object): Promise<any> { // tslint:disable-line:no-any
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const response = await awsApiRequest.call(this, service, method, path, body, headers);
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try {
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return JSON.parse(response);
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} catch (e) {
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return response;
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}
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}
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export async function awsApiRequestSOAP(this: IHookFunctions | IExecuteFunctions | ILoadOptionsFunctions | IWebhookFunctions, service: string, method: string, path: string, body?: string, headers?: object): Promise<any> { // tslint:disable-line:no-any
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const response = await awsApiRequest.call(this, service, method, path, body, headers);
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try {
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return await new Promise((resolve, reject) => {
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parseString(response, { explicitArray: false }, (err, data) => {
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if (err) {
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return reject(err);
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}
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resolve(data);
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});
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});
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} catch (e) {
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return response;
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}
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}
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1
packages/nodes-base/nodes/Aws/Comprehend/comprehend.svg
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packages/nodes-base/nodes/Aws/Comprehend/comprehend.svg
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<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" viewBox="0 0 75 75"><defs><style>.cls-1{fill:url(#TurquoiseGradient);}.cls-2{fill:#fff;}</style><linearGradient id="TurquoiseGradient" x1="617.46" y1="-674.53" x2="723.53" y2="-568.46" gradientTransform="translate(659 708) rotate(-90)" gradientUnits="userSpaceOnUse"><stop offset="0" stop-color="#055f4e"/><stop offset="1" stop-color="#56c0a7"/></linearGradient></defs><title>Amazon-Comprehend</title><g id="Reference"><rect id="Turquoise_Gradient" data-name="Turquoise Gradient" class="cls-1" width="75" height="75"/><g id="Icon_Test" data-name="Icon Test"><path class="cls-2" d="M44.5,34.2V24.5a1,1,0,0,0-.29-.71l-11-11a1,1,0,0,0-.71-.29h-19a1,1,0,0,0-1,1v43a1,1,0,0,0,1,1h30a1,1,0,0,0,1-1V52.06a11.8,11.8,0,0,1-2-2.3V55.5h-28v-41h17v10a1,1,0,0,0,1,1h10v11A11.56,11.56,0,0,1,44.5,34.2Zm-11-10.7V15.91l7.59,7.59Zm-10,8h-6v-2h6Zm16,0h-14v-2h14Zm0,6h-22v-2h22Zm15.44,25H50.06a1,1,0,0,1-.93-.62l-1.21-3a1,1,0,0,1,.09-.94,1,1,0,0,1,.83-.44h7.32a1,1,0,0,1,.83.44,1,1,0,0,1,.09.94l-1.21,3A1,1,0,0,1,54.94,62.5Zm-4.21-2h3.54l.4-1H50.33Zm11.64-19A10,10,0,0,0,42.5,43.12a10,10,0,0,0,4.28,8.2,3.88,3.88,0,0,1,.72.59V55.5a1,1,0,0,0,1,1h8a1,1,0,0,0,1-1V51.9a4.33,4.33,0,0,1,.71-.57,9.92,9.92,0,0,0,4.29-8.2A10.19,10.19,0,0,0,62.37,41.48ZM57.05,49.7c-.58.4-1.55,1.07-1.55,2.1v2.7h-2v-7h2v-2h-6v2h2v7h-2V51.82c0-1-1-1.73-1.58-2.14A8,8,0,1,1,58,37.32a7.89,7.89,0,0,1,2.39,4.47A8,8,0,0,1,57.05,49.7ZM28.5,25.5h-11v-2h11Zm1,18h-12v-2h12Zm10,0h-8v-2h8Zm-9,6h-13v-2h13Z"/></g></g></svg>
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After Width: | Height: | Size: 1.5 KiB |
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"dist/nodes/Affinity/AffinityTrigger.node.js",
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"dist/nodes/Automizy/Automizy.node.js",
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"dist/nodes/Aws/AwsLambda.node.js",
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"dist/nodes/Aws/Comprehend/AwsComprehend.node.js",
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"dist/nodes/Aws/Rekognition/AwsRekognition.node.js",
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"dist/nodes/Aws/S3/AwsS3.node.js",
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"dist/nodes/Aws/SES/AwsSes.node.js",
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