This is the new *CloudFormation Template Reference Guide*. Please update your bookmarks and links. For help getting started with CloudFormation, see the [AWS CloudFormation User Guide](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/Welcome.html).

# AWS::SageMaker::DataQualityJobDefinition DataQualityBaselineConfig
<a name="aws-properties-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig"></a>

Configuration for monitoring constraints and monitoring statistics. These baseline resources are compared against the results of the current job from the series of jobs scheduled to collect data periodically.

## Syntax
<a name="aws-properties-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig-syntax"></a>

To declare this entity in your CloudFormation template, use the following syntax:

### JSON
<a name="aws-properties-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig-syntax.json"></a>

```
{
  "[BaseliningJobName](#cfn-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig-baseliningjobname)" : String,
  "[ConstraintsResource](#cfn-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig-constraintsresource)" : ConstraintsResource,
  "[StatisticsResource](#cfn-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig-statisticsresource)" : StatisticsResource
}
```

### YAML
<a name="aws-properties-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig-syntax.yaml"></a>

```
  [BaseliningJobName](#cfn-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig-baseliningjobname): String
  [ConstraintsResource](#cfn-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig-constraintsresource): 
    ConstraintsResource
  [StatisticsResource](#cfn-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig-statisticsresource): 
    StatisticsResource
```

## Properties
<a name="aws-properties-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig-properties"></a>

`BaseliningJobName`  <a name="cfn-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig-baseliningjobname"></a>
The name of the job that performs baselining for the data quality monitoring job.  
*Required*: No  
*Type*: String  
*Pattern*: `^[a-zA-Z0-9](-*[a-zA-Z0-9])*$`  
*Minimum*: `1`  
*Maximum*: `63`  
*Update requires*: [Replacement](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement)

`ConstraintsResource`  <a name="cfn-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig-constraintsresource"></a>
The constraints resource for a monitoring job.  
*Required*: No  
*Type*: [ConstraintsResource](aws-properties-sagemaker-dataqualityjobdefinition-constraintsresource.md)  
*Update requires*: [Replacement](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement)

`StatisticsResource`  <a name="cfn-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig-statisticsresource"></a>
Configuration for monitoring constraints and monitoring statistics. These baseline resources are compared against the results of the current job from the series of jobs scheduled to collect data periodically.  
*Required*: No  
*Type*: [StatisticsResource](aws-properties-sagemaker-dataqualityjobdefinition-statisticsresource.md)  
*Update requires*: [Replacement](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement)