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test: deal with concurrent import (#368)
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bcoe authored and Ace Nassri committed Nov 17, 2022
1 parent 2bfa321 commit a034ce8
Showing 1 changed file with 62 additions and 4 deletions.
66 changes: 62 additions & 4 deletions automl/test/import_dataset.test.js
Original file line number Diff line number Diff line change
Expand Up @@ -15,7 +15,7 @@
'use strict';

const {assert} = require('chai');
const {describe, it, before, after} = require('mocha');
const {describe, it, before} = require('mocha');
const {AutoMlClient} = require('@google-cloud/automl').v1;

const cp = require('child_process');
Expand All @@ -25,12 +25,66 @@ const execSync = cmd => cp.execSync(cmd, {encoding: 'utf-8'});

const IMPORT_DATASET_REGION_TAG = 'import_dataset';
const LOCATION = 'us-central1';
const TWENTY_MINUTES_IN_SECONDS = 60 * 20;

// If two suites of tests are running parallel, importing and creating
// datasets can fail, with:
// No other operations should be working on projects/1046198160504/*.
const delay = async test => {
const retries = test.currentRetry();
if (retries === 0) return; // no retry on the first failure.
// see: https://cloud.google.com/storage/docs/exponential-backoff:
const ms = Math.pow(2, retries) * 1000 + Math.random() * 2000;
return new Promise(done => {
console.info(`retrying "${test.title}" in ${ms}ms`);
setTimeout(done, ms);
});
};

describe('Automl Import Dataset Test', () => {
const client = new AutoMlClient();
let datasetId;

before('should create a dataset', async () => {
before(async () => {
await cleanupOldDatasets();
});

async function cleanupOldDatasets() {
const projectId = await client.getProjectId();
let request = {
parent: client.locationPath(projectId, LOCATION),
filter: 'translation_dataset_metadata:*',
};
const [response] = await client.listDatasets(request);
for (const dataset of response) {
try {
const id = dataset.name
.split('/')
[dataset.name.split('/').length - 1].split('\n')[0];
console.info(`checking dataset ${id}`);
if (id.match(/test_[0-9a-f]{8}/)) {
console.info(`deleting dataset ${id}`);
if (
dataset.createTime.seconds - Date.now() / 1000 >
TWENTY_MINUTES_IN_SECONDS
) {
console.info(`dataset ${id} is greater than 20 minutes old`);
request = {
name: client.datasetPath(projectId, LOCATION, id),
};
const [operation] = await client.deleteDataset(request);
await operation.promise();
}
}
} catch (err) {
console.warn(err);
}
}
}

it('should create a dataset', async function() {
this.retries(5);
await delay(this.test);
const projectId = await client.getProjectId();
const displayName = `test_${uuid
.v4()
Expand All @@ -53,7 +107,9 @@ describe('Automl Import Dataset Test', () => {
[response.name.split('/').length - 1].split('\n')[0];
});

it('should create, import, and delete a dataset', async () => {
it('should import dataset', async function() {
this.retries(5);
await delay(this.test);
const projectId = await client.getProjectId();
const data = `gs://${projectId}-automl-translate/en-ja-short.csv`;
const import_output = execSync(
Expand All @@ -62,7 +118,9 @@ describe('Automl Import Dataset Test', () => {
assert.match(import_output, /Dataset imported/);
});

after('delete created dataset', async () => {
it('should delete created dataset', async function() {
this.retries(5);
await delay(this.test);
const projectId = await client.getProjectId();
const request = {
name: client.datasetPath(projectId, LOCATION, datasetId),
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