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Detect schema drift in an Apify dataset
Created by
Checksmith Cats
Monitor scheduled scraper dataset output for schema, record-count, missing-rate, and field-type drift without storing raw row values.
Dataset Drift Monitorchecksmithcats/dataset-drift-monitor
Product
Check id
Severity
Summary
+2 fieldsTextNumberBooleanListObject
Input
Stable baseline key:sample-product-catalog
Submitted JSON items
url:https://example.com/products/a+1
title:Sample product A+1
price:19.99+1
availability:in_stock+1
Sample limit:2
State store name:dataset-drift-monitor-sample
Output fields
Product
Check id
Severity
Summary
Subject id
Generated at
Sign up on Apify01
Create your Apify account to access the Dataset Drift Monitor.
Start the run02
The Actor will start running based on the input automatically.
Receive the output03
Monitor the progress in real-time. You will be notified as soon as your dataset is complete and ready for review.
Integrate into your workflow04
The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow.
