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app.js
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executable file
·257 lines (240 loc) · 9.58 KB
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/**
* Copyright 2015 IBM Corp. All Rights Reserved.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
'use strict';
require( 'dotenv' ).config( {silent: true} );
var express = require( 'express' ); // app server
var bodyParser = require( 'body-parser' ); // parser for post requests
var Watson = require( 'watson-developer-cloud/conversation/v1' ); // watson sdk
// The following requires are needed for logging purposes
var uuid = require( 'uuid' );
var vcapServices = require( 'vcap_services' );
var basicAuth = require( 'basic-auth-connect' );
// The app owner may optionally configure a cloudand db to track user input.
// This cloudand db is not required, the app will operate without it.
// If logging is enabled the app must also enable basic auth to secure logging
// endpoints
var cloudantCredentials = vcapServices.getCredentials( 'cloudantNoSQLDB' );
var cloudantUrl = null;
if ( cloudantCredentials ) {
cloudantUrl = cloudantCredentials.url;
}
cloudantUrl = cloudantUrl || process.env.CLOUDANT_URL; // || '<cloudant_url>';
var logs = null;
var app = express();
// Bootstrap application settings
app.use( express.static( './public' ) ); // load UI from public folder
app.use( bodyParser.json() );
// Create the service wrapper
var conversation = new Watson( {
// If unspecified here, the CONVERSATION_USERNAME and CONVERSATION_PASSWORD env properties will be checked
// After that, the SDK will fall back to the bluemix-provided VCAP_SERVICES environment property
// username: '<username>',
// password: '<password>',
url: 'https://gateway.watsonplatform.net/conversation/api',
version_date: '2016-09-20',
version: 'v1'
} );
// Endpoint to be call from the client side
app.post( '/api/message', function(req, res) {
var workspace = process.env.WORKSPACE_ID || '<workspace-id>';
if ( !workspace || workspace === '<workspace-id>' ) {
return res.json( {
'output': {
'text': 'The app has not been configured with a <b>WORKSPACE_ID</b> environment variable. Please refer to the ' +
'<a href="https://github.com/watson-developer-cloud/conversation-simple">README</a> documentation on how to set this variable. <br>' +
'Once a workspace has been defined the intents may be imported from ' +
'<a href="https://github.com/watson-developer-cloud/conversation-simple/blob/master/training/car_workspace.json">here</a> in order to get a working application.'
}
} );
}
var payload = {
workspace_id: workspace,
context: {},
input: {}
};
if ( req.body ) {
if ( req.body.input ) {
payload.input = req.body.input;
}
if ( req.body.context ) {
// The client must maintain context/state
payload.context = req.body.context;
}
}
//Create a payload for Conversation Simple App
var convoSimplePayload = payload;
//Make a request to send the payload to Conversation simple app
var convoSimpleData = sendMessageToConversationService(convoSimplePayload , function(data1){
//Create a payload for chitchat workspace
var chitchatPayload = payload;
chitchatPayload.workspace_id = process.env.CHITCHAT_WORKSPACE_ID;
//If anything else node is detected, then call chit chat workspace
if(data1.context.hasOwnProperty('call_chitchat') && data1.context.call_chitchat)
{
//Make a request to send the payload to chit chat workspace
var chitchatData = sendMessageToConversationService(chitchatPayload, function(data2){
//send message to chit chat workspace
return res.json( updateMessage( chitchatPayload, data2 ) );
});
}
//otherwise send message to convo simple workspace
else
return res.json( updateMessage( convoSimplePayload , data1 ) );
});
} );
/**
* Send the user utterance to the conversation service
* @param {object} The request to converstaion service
* @param {object} Call back
*/
var sendMessageToConversationService = function(payload, cb){
conversation.message( payload, function(err, data) {
if ( err ) {
return res.status( err.code || 500 ).json( err );
}
cb(data);
} );
}
/**
* Updates the response text using the intent confidence
* @param {Object} input The request to the Conversation service
* @param {Object} response The response from the Conversation service
* @return {Object} The response with the updated message
*/
function updateMessage(input, response) {
var responseText = null;
var id = null;
if ( !response.output ) {
response.output = {};
} else {
if ( logs ) {
// If the logs db is set, then we want to record all input and responses
id = uuid.v4();
logs.insert( {'_id': id, 'request': input, 'response': response, 'time': new Date()});
}
return response;
}
if ( response.intents && response.intents[0] ) {
var intent = response.intents[0];
// Depending on the confidence of the response the app can return different messages.
// The confidence will vary depending on how well the system is trained. The service will always try to assign
// a class/intent to the input. If the confidence is low, then it suggests the service is unsure of the
// user's intent . In these cases it is usually best to return a disambiguation message
// ('I did not understand your intent, please rephrase your question', etc..)
if ( intent.confidence >= 0.75 ) {
responseText = 'I understood your intent was ' + intent.intent;
} else if ( intent.confidence >= 0.5 ) {
responseText = 'I think your intent was ' + intent.intent;
} else {
responseText = 'I did not understand your intent';
}
}
response.output.text = responseText;
if ( logs ) {
// If the logs db is set, then we want to record all input and responses
id = uuid.v4();
logs.insert( {'_id': id, 'request': input, 'response': response, 'time': new Date()});
}
return response;
}
if ( cloudantUrl ) {
// If logging has been enabled (as signalled by the presence of the cloudantUrl) then the
// app developer must also specify a LOG_USER and LOG_PASS env vars.
if ( !process.env.LOG_USER || !process.env.LOG_PASS ) {
throw new Error( 'LOG_USER OR LOG_PASS not defined, both required to enable logging!' );
}
// add basic auth to the endpoints to retrieve the logs!
var auth = basicAuth( process.env.LOG_USER, process.env.LOG_PASS );
// If the cloudantUrl has been configured then we will want to set up a nano client
var nano = require( 'nano' )( cloudantUrl );
// add a new API which allows us to retrieve the logs (note this is not secure)
nano.db.get( 'car_logs', function(err) {
if ( err ) {
console.error(err);
nano.db.create( 'car_logs', function(errCreate) {
console.error(errCreate);
logs = nano.db.use( 'car_logs' );
} );
} else {
logs = nano.db.use( 'car_logs' );
}
} );
// Endpoint which allows deletion of db
app.post( '/clearDb', auth, function(req, res) {
nano.db.destroy( 'car_logs', function() {
nano.db.create( 'car_logs', function() {
logs = nano.db.use( 'car_logs' );
} );
} );
return res.json( {'message': 'Clearing db'} );
} );
// Endpoint which allows conversation logs to be fetched
app.get( '/chats', auth, function(req, res) {
logs.list( {include_docs: true, 'descending': true}, function(err, body) {
console.error(err);
// download as CSV
var csv = [];
csv.push( ['Question', 'Intent', 'Confidence', 'Entity', 'Output', 'Time'] );
body.rows.sort( function(a, b) {
if ( a && b && a.doc && b.doc ) {
var date1 = new Date( a.doc.time );
var date2 = new Date( b.doc.time );
var t1 = date1.getTime();
var t2 = date2.getTime();
var aGreaterThanB = t1 > t2;
var equal = t1 === t2;
if (aGreaterThanB) {
return 1;
}
return equal ? 0 : -1;
}
} );
body.rows.forEach( function(row) {
var question = '';
var intent = '';
var confidence = 0;
var time = '';
var entity = '';
var outputText = '';
if ( row.doc ) {
var doc = row.doc;
if ( doc.request && doc.request.input ) {
question = doc.request.input.text;
}
if ( doc.response ) {
intent = '<no intent>';
if ( doc.response.intents && doc.response.intents.length > 0 ) {
intent = doc.response.intents[0].intent;
confidence = doc.response.intents[0].confidence;
}
entity = '<no entity>';
if ( doc.response.entities && doc.response.entities.length > 0 ) {
entity = doc.response.entities[0].entity + ' : ' + doc.response.entities[0].value;
}
outputText = '<no dialog>';
if ( doc.response.output && doc.response.output.text ) {
outputText = doc.response.output.text.join( ' ' );
}
}
time = new Date( doc.time ).toLocaleString();
}
csv.push( [question, intent, confidence, entity, outputText, time] );
} );
res.csv( csv );
} );
} );
}
module.exports = app;