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Example Use Cases
Examples of how to leverage the Arize API for your monitoring needs

GraphQL Example Use Cases

Ready to get started? Navigate through our case-specific Colabs to help get you started using our GraphQL API for your monitors.
Learn how to identify the relevant mutation for your monitors, export your monitors into a spreadsheet, edit the spreadsheet for your use case, and bulk modify your monitors using GraphQL.
Learn more about different mutations and their functions here.
Use Cases
Example Colabs
Patching Drift Monitors
Colab
Creating Performance Monitors
Colab
Creating Data Quality Monitors
Colab
Creating Drift Monitors
Colab
Creating a File Import Job
Colab
Querying for Failed Files of an Import Job
Colab
A mutation is an operation that allows you to modify server-side data. Learn more about mutations here.
This use case example helps you understand the patch mutation for drift monitors. Since Arize has 3 types of monitors (Drift, Performance, and Data Quality), we use a different patch mutation for each kind of monitor.
Learn how to edit existing threshold values using the patchDriftMonitor mutation to bulk edit your drift monitors.
This use case example helps you understand the create mutation for performance monitors. This mutation allows you to update or create monitors in bulk. Since Arize utilizes 3 types of monitors (Drift, Performance, and Data Quality), we use a different create mutation for each kind of monitor.
Learn how to use the createPerformanceMonitor mutation to bulk create performance monitors with explicit thresholds.
This use case example helps you understand the create mutation for performance monitors. This mutation allows you to update or create monitors in bulk. Since Arize utilizes 3 types of monitors (Drift, Performance, and Data Quality), we use a different create mutation for each kind of monitor.
Learn how to use the createDataQualityMonitor mutation to bulk create performance monitors with explicit thresholds.
This use case example helps you understand the create mutation for drift monitors. This mutation allows you to update or create monitors in bulk. Since Arize has 3 types of monitors (Drift, Performance, and Data Quality), we use a different create mutation for each kind of monitor.
Learn how to use the createDriftMonitor mutation to bulk create drift monitors.
Having trouble? Reach out to us via email [email protected] or Slack us in the #arize-support channel for more support.
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