Dataset Quality Gate - Schema & Data QA
Pricing
Pay per usage
Validate Apify Datasets by pasted items, Dataset ID, or Run ID before delivery, automation, or AI/RAG ingestion. Catch schema drift, missing fields, duplicates, and bad URLs/emails/dates.
Pricing
Pay per usage
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0.0
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Developer
Juyeop Park
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0
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2
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1
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2 days ago
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You can access the Dataset Quality Gate - Schema & Data QA programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.
1import { ApifyClient } from 'apify-client';2
3// Initialize the ApifyClient with your Apify API token4// Replace the '<YOUR_API_TOKEN>' with your token5const client = new ApifyClient({6 token: '<YOUR_API_TOKEN>',7});8
9// Prepare Actor input10const input = {11 "reportName": "Sample dataset quality report",12 "maxItems": 1000,13 "validateAllItems": false,14 "itemOffset": 0,15 "itemOrder": "first",16 "failRunOnError": false,17 "items": [18 {19 "id": "item-1",20 "url": "https://example.com/a",21 "email": "owner@example.com"22 },23 {24 "id": "item-2",25 "url": "https://example.com/b",26 "email": "second@example.com"27 }28 ],29 "requiredFields": [30 "id",31 "url"32 ],33 "expectedSchema": {34 "id": "string",35 "url": "string",36 "email": "string"37 },38 "uniqueFields": [39 "id"40 ],41 "formatRules": {42 "url": "url",43 "email": "email"44 }45};46
47// Run the Actor and wait for it to finish48const run = await client.actor("jy-labs/dataset-quality-gate").call(input);49
50// Fetch and print Actor results from the run's dataset (if any)51console.log('Results from dataset');52console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);53const { items } = await client.dataset(run.defaultDatasetId).listItems();54items.forEach((item) => {55 console.dir(item);56});57
58// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docsThe Apify API client for JavaScript is the official library that allows you to use Dataset Quality Gate - Schema & Data QA API in JavaScript or TypeScript, providing convenience functions and automatic retries on errors.
Install the apify-client
$npm install apify-clientOther API clients include: