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Getting Started
Introduction
Defining Checks
Validating DataFrames
Integration Patterns
Built-In Checks
Row-Level Checks
Column Less Than Check
Date Between
Date Max
Date Min
Exactly One Not Null Check
Is Contained In
Is Not Contained In
Not Null Check
Null Check
Numeric Between
Numeric Max
Numeric Min
Regex Match Check
String Length Between Check
String Max Length Check
String Min Length Check
Timestamp Between
Timestamp Max
Timestamp Min
Aggregate Checks
Columns Are Complete
Column Presence
Completeness Ratio
Count Between
Count Exact
Count Min
Count Max
Freshness Check
Distinct Ratio
Schema Check
Unique Ratio
Unique Rows
Custom Checks
Introduction
Configuration and Check
Plugin Architecture
Implementation
Row-Level Checks
Aggregate Checks
Reference
API
sparkdq.checks
sparkdq.core
sparkdq.engine
sparkdq.exceptions
sparkdq.management
sparkdq.plugin
Examples
Index