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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.

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Query Notebooks

Querying Data Using GQLExample Colabs
Querying for Failed Files of an Import JobColab
Query Custom Metric MetadataColab

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Mutation Notebooks

Mutations Using GQLExample Colabs
Patching Drift MonitorsColab
Creating Performance MonitorsColab
Creating Data Quality MonitorsColab
Creating Drift MonitorsColab
Creating a File Import JobColab
Create Custom Metrics With GraphQLColab
Update Custom Metrics With GraphQLColab
Learn more about different mutations and their functions here.
A mutation is an operation that allows you to modify server-side data. Learn more about mutations here.
Patching Drift Monitors 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. Creating Performance 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. Creating Data Quality 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 createDataQualityMonitor mutation to bulk create performance monitors with explicit thresholds. Creating Drift Monitors 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.
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