-
Notifications
You must be signed in to change notification settings - Fork 1.9k
/
get-model-evaluation-slice.js
85 lines (75 loc) · 2.89 KB
/
get-model-evaluation-slice.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
/*
* Copyright 2020 Google LLC
*
* 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
*
* https://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';
async function main(
modelId,
evaluationId,
sliceId,
project,
location = 'us-central1'
) {
// [START aiplatform_get_model_evaluation_slice_sample]
/**
* TODO(developer): Uncomment these variables before running the sample
* (not necessary if passing values as arguments). To obtain evaluationId,
* instantiate the client and run the following the commands.
*/
// const parentName = `projects/${project}/locations/${location}/models/${modelId}`;
// const evalRequest = {
// parent: parentName
// };
// const [evalResponse] = await modelServiceClient.listModelEvaluations(evalRequest);
// console.log(evalResponse);
// const modelId = 'YOUR_MODEL_ID';
// const evaluationId = 'YOUR_EVALUATION_ID';
// const sliceId = 'YOUR_SLICE_ID';
// const project = 'YOUR_PROJECT_ID';
// const location = 'YOUR_PROJECT_LOCATION';
// Imports the Google Cloud Model Service client library
const {ModelServiceClient} = require('@google-cloud/aiplatform');
// Specifies the location of the api endpoint
const clientOptions = {
apiEndpoint: 'us-central1-aiplatform.googleapis.com',
};
// Specifies the location of the api endpoint
const modelServiceClient = new ModelServiceClient(clientOptions);
async function getModelEvaluationSlice() {
// Configure the parent resource
const name = `projects/${project}/locations/${location}/models/${modelId}/evaluations/${evaluationId}/slices/${sliceId}`;
const request = {
name,
};
// Get and print out a list of all the endpoints for this resource
const [response] =
await modelServiceClient.getModelEvaluationSlice(request);
console.log('Get model evaluation slice');
console.log(`\tName : ${response.name}`);
console.log(`\tMetrics_Schema_Uri : ${response.metricsSchemaUri}`);
console.log(`\tMetrics : ${JSON.stringify(response.metrics)}`);
console.log(`\tCreate time : ${JSON.stringify(response.createTime)}`);
console.log('Slice');
const slice = response.slice;
console.log(`\tDimension :${slice.dimension}`);
console.log(`\tValue :${slice.value}`);
}
getModelEvaluationSlice();
// [END aiplatform_get_model_evaluation_slice_sample]
}
process.on('unhandledRejection', err => {
console.error(err.message);
process.exitCode = 1;
});
main(...process.argv.slice(2));