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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Developer
Juyeop Park
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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.
1from apify_client import ApifyClient2
3# Initialize the ApifyClient with your Apify API token4# Replace '<YOUR_API_TOKEN>' with your token.5client = ApifyClient("<YOUR_API_TOKEN>")6
7# Prepare the Actor input8run_input = {9 "reportName": "Sample dataset quality report",10 "maxItems": 1000,11 "validateAllItems": False,12 "itemOffset": 0,13 "itemOrder": "first",14 "failRunOnError": False,15 "items": [16 {17 "id": "item-1",18 "url": "https://example.com/a",19 "email": "owner@example.com",20 },21 {22 "id": "item-2",23 "url": "https://example.com/b",24 "email": "second@example.com",25 },26 ],27 "requiredFields": [28 "id",29 "url",30 ],31 "expectedSchema": {32 "id": "string",33 "url": "string",34 "email": "string",35 },36 "uniqueFields": ["id"],37 "formatRules": {38 "url": "url",39 "email": "email",40 },41}42
43# Run the Actor and wait for it to finish44run = client.actor("jy-labs/dataset-quality-gate").call(run_input=run_input)45
46# Fetch and print Actor results from the run's dataset (if there are any)47print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])48for item in client.dataset(run["defaultDatasetId"]).iterate_items():49 print(item)50
51# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-startThe Apify API client for Python is the official library that allows you to use Dataset Quality Gate - Schema & Data QA API in Python, providing convenience functions and automatic retries on errors.
Install the apify-client
$pip install apify-clientOther API clients include: