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@@ -0,0 +1,291 @@
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import type {
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IExecuteFunctions,
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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 { NodeConnectionTypes } from 'n8n-workflow';
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import { awsApiRequestREST } from './GenericFunctions';
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import { awsNodeAuthOptions, awsNodeCredentials } from '../utils';
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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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schemaPath: 'Aws/Comprehend',
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defaults: {
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name: 'AWS Comprehend',
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},
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inputs: [NodeConnectionTypes.Main],
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outputs: [NodeConnectionTypes.Main],
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credentials: awsNodeCredentials,
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properties: [
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awsNodeAuthOptions,
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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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noDataExpression: true,
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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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noDataExpression: true,
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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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action: 'Identify the dominant language',
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},
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{
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name: 'Detect Entities',
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value: 'detectEntities',
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description: 'Inspects text for named entities, and returns information about them',
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action: 'Inspect text for named entities, and returns information about them',
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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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action: 'Analyze the sentiment of the text',
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},
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],
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default: 'detectDominantLanguage',
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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: ['text'],
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operation: ['detectSentiment', 'detectEntities'],
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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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default: '',
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displayOptions: {
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show: {
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resource: ['text'],
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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: 'Simplify',
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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: ['text'],
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operation: ['detectDominantLanguage'],
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},
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},
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default: true,
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description:
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'Whether to return a simplified version of the response instead of the raw data',
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},
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{
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displayName: 'Additional Fields',
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name: 'additionalFields',
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type: 'collection',
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placeholder: 'Add Field',
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displayOptions: {
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show: {
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resource: ['text'],
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operation: ['detectEntities'],
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},
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},
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default: {},
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options: [
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{
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displayName: 'Endpoint Arn',
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name: 'endpointArn',
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type: 'string',
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default: '',
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description:
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'The Amazon Resource Name of an endpoint that is associated with a custom entity recognition model',
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},
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],
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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: INodeExecutionData[] = [];
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let responseData;
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const resource = this.getNodeParameter('resource', 0);
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const operation = this.getNodeParameter('operation', 0);
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for (let i = 0; i < items.length; i++) {
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try {
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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(
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this,
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'comprehend',
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'POST',
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'',
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JSON.stringify(body),
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{ 'x-amz-target': action, 'Content-Type': 'application/x-amz-json-1.1' },
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);
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if (simple) {
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responseData = responseData.Languages.reduce(
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(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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}
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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(
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this,
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'comprehend',
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'POST',
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'',
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JSON.stringify(body),
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{ 'x-amz-target': action, 'Content-Type': 'application/x-amz-json-1.1' },
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);
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}
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//https://docs.aws.amazon.com/comprehend/latest/dg/API_DetectEntities.html
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if (operation === 'detectEntities') {
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const action = 'Comprehend_20171127.DetectEntities';
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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 additionalFields = this.getNodeParameter('additionalFields', i);
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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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if (additionalFields.endpointArn) {
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body.EndpointArn = additionalFields.endpointArn;
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}
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responseData = await awsApiRequestREST.call(
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this,
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'comprehend',
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'POST',
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'',
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JSON.stringify(body),
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{ 'x-amz-target': action, 'Content-Type': 'application/x-amz-json-1.1' },
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);
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responseData = responseData.Entities;
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}
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}
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const executionData = this.helpers.constructExecutionMetaData(
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this.helpers.returnJsonArray(responseData),
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{ itemData: { item: i } },
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);
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returnData.push(...executionData);
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} catch (error) {
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if (this.continueOnFail()) {
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const executionData = this.helpers.constructExecutionMetaData(
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this.helpers.returnJsonArray({ error: error.message }),
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{ itemData: { item: i } },
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);
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returnData.push(...executionData);
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continue;
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}
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throw error;
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}
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}
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return [returnData];
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}
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}
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