-
Notifications
You must be signed in to change notification settings - Fork 57
/
language-entities.js
132 lines (111 loc) · 4.49 KB
/
language-entities.js
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
/**
* Copyright 2019 Google Inc.
*
* 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.
*
* The node type is "gcp-language-entities".
*
* msg.payload = The document to be examined.
*
* The configuration parameters are:
*
* * languageCode - The language code to be used.
*
*/
/* jshint esversion: 8 */
module.exports = function(RED) {
"use strict";
const NODE_TYPE = "google-cloud-language-entities";
const language = require("@google-cloud/language");
/**
* Called when a new instance of the node is created.
* @param {*} config
*/
function EntitiesNode(config) {
// The config contains the properties defined in the default object in the HTML or modified through configuration in the editor.
//
RED.nodes.createNode(this, config); // Required by the Node-RED spec.
const node = this;
let credentials = null;
if (config.account) {
credentials = GetCredentials(config.account);
}
const keyFilename = config.keyFilename;
const languageCode = config.languageCode || "en";
let languageServiceClient; // https://googleapis.dev/nodejs/language/latest/v1.LanguageServiceClient.html
/**
* Extract JSON service account key from "google-cloud-credentials" config node.
*/
function GetCredentials(node) {
return JSON.parse(RED.nodes.getCredentials(node).account);
} // GetCredentials
/**
* Receive an input message for processing. The input will contain text that we wish
* to push through language processing for sentiment analysis.
* @param {*} msg
*/
async function Input(msg, send, done) {
try {
if (!msg.payload) {
node.error("No data found in msg.payload");
return;
}
const document = {
"type": 'PLAIN_TEXT',
"language": languageCode // https://cloud.google.com/natural-language/docs/languages#entity_analysis
};
if (msg.payload instanceof Buffer) {
document.content = msg.payload.toString();
} else if (msg.payload instanceof String || typeof msg.payload === 'string') {
document.content = msg.payload;
} else {
node.error("msg.payload neither String nor Buffer");
return;
}
const [analyzeEntitiesResponse] = await languageServiceClient.analyzeEntities({"document": document}); // Process the document for sentiment.
msg.entities = analyzeEntitiesResponse.entities; // Data: https://googleapis.dev/nodejs/language/latest/google.cloud.language.v1.Entity.html
// The sentiment field contains magnitude and score.
node.send(msg);
} catch(ex) {
if (done) {
done(ex);
}
else
{
node.err(ex, msg);
}
}
} // Input
/**
* Cleanup this node.
*/
function Close() {
} // Close
// We must have EITHER credentials or a keyFilename. If neither are supplied, that
// is an error. If both are supplied, then credentials will be used.
if (credentials) {
languageServiceClient = new language.LanguageServiceClient({
"credentials": credentials
});
} else if (keyFilename) {
languageServiceClient = new language.LanguageServiceClient({
"keyFilename": keyFilename
});
} else {
languageServiceClient = new language.LanguageServiceClient({});
}
node.on("input", Input);
node.on("close", Close);
} // SentimentNode
RED.nodes.registerType(NODE_TYPE, EntitiesNode); // Register the node.
}; // End of export.