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::ModelBiasJobDefinition BatchTransformInput
<a name="aws-properties-sagemaker-modelbiasjobdefinition-batchtransforminput"></a>

Input object for the batch transform job.

## Syntax
<a name="aws-properties-sagemaker-modelbiasjobdefinition-batchtransforminput-syntax"></a>

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

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

```
{
  "[DataCapturedDestinationS3Uri](#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-datacaptureddestinations3uri)" : String,
  "[DatasetFormat](#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-datasetformat)" : DatasetFormat,
  "[EndTimeOffset](#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-endtimeoffset)" : String,
  "[FeaturesAttribute](#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-featuresattribute)" : String,
  "[InferenceAttribute](#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-inferenceattribute)" : String,
  "[LocalPath](#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-localpath)" : String,
  "[ProbabilityAttribute](#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-probabilityattribute)" : String,
  "[ProbabilityThresholdAttribute](#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-probabilitythresholdattribute)" : Number,
  "[S3DataDistributionType](#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-s3datadistributiontype)" : String,
  "[S3InputMode](#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-s3inputmode)" : String,
  "[StartTimeOffset](#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-starttimeoffset)" : String
}
```

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

```
  [DataCapturedDestinationS3Uri](#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-datacaptureddestinations3uri): String
  [DatasetFormat](#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-datasetformat): 
    DatasetFormat
  [EndTimeOffset](#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-endtimeoffset): String
  [FeaturesAttribute](#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-featuresattribute): String
  [InferenceAttribute](#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-inferenceattribute): String
  [LocalPath](#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-localpath): String
  [ProbabilityAttribute](#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-probabilityattribute): String
  [ProbabilityThresholdAttribute](#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-probabilitythresholdattribute): Number
  [S3DataDistributionType](#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-s3datadistributiontype): String
  [S3InputMode](#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-s3inputmode): String
  [StartTimeOffset](#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-starttimeoffset): String
```

## Properties
<a name="aws-properties-sagemaker-modelbiasjobdefinition-batchtransforminput-properties"></a>

`DataCapturedDestinationS3Uri`  <a name="cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-datacaptureddestinations3uri"></a>
The Amazon S3 location being used to capture the data.  
*Required*: Yes  
*Type*: String  
*Pattern*: `^(https|s3)://([^/]+)/?(.*)$`  
*Maximum*: `512`  
*Update requires*: [Replacement](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement)

`DatasetFormat`  <a name="cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-datasetformat"></a>
The dataset format for your batch transform job.  
*Required*: Yes  
*Type*: [DatasetFormat](aws-properties-sagemaker-modelbiasjobdefinition-datasetformat.md)  
*Update requires*: [Replacement](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement)

`EndTimeOffset`  <a name="cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-endtimeoffset"></a>
If specified, monitoring jobs subtract this time from the end time. For information about using offsets for scheduling monitoring jobs, see [Schedule Model Quality Monitoring Jobs](https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor-model-quality-schedule.html).  
*Required*: No  
*Type*: String  
*Pattern*: `^.?P.*`  
*Minimum*: `1`  
*Maximum*: `15`  
*Update requires*: [Replacement](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement)

`FeaturesAttribute`  <a name="cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-featuresattribute"></a>
The attributes of the input data that are the input features.  
*Required*: No  
*Type*: String  
*Maximum*: `256`  
*Update requires*: [Replacement](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement)

`InferenceAttribute`  <a name="cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-inferenceattribute"></a>
The attribute of the input data that represents the ground truth label.  
*Required*: No  
*Type*: String  
*Maximum*: `256`  
*Update requires*: [Replacement](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement)

`LocalPath`  <a name="cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-localpath"></a>
Path to the filesystem where the batch transform data is available to the container.  
*Required*: Yes  
*Type*: String  
*Pattern*: `.*`  
*Maximum*: `256`  
*Update requires*: [Replacement](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement)

`ProbabilityAttribute`  <a name="cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-probabilityattribute"></a>
In a classification problem, the attribute that represents the class probability.  
*Required*: No  
*Type*: String  
*Maximum*: `256`  
*Update requires*: [Replacement](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement)

`ProbabilityThresholdAttribute`  <a name="cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-probabilitythresholdattribute"></a>
The threshold for the class probability to be evaluated as a positive result.  
*Required*: No  
*Type*: Number  
*Update requires*: [Replacement](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement)

`S3DataDistributionType`  <a name="cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-s3datadistributiontype"></a>
Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key. Defaults to `FullyReplicated`  
*Required*: No  
*Type*: String  
*Allowed values*: `FullyReplicated | ShardedByS3Key`  
*Update requires*: [Replacement](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement)

`S3InputMode`  <a name="cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-s3inputmode"></a>
Whether the `Pipe` or `File` is used as the input mode for transferring data for the monitoring job. `Pipe` mode is recommended for large datasets. `File` mode is useful for small files that fit in memory. Defaults to `File`.  
*Required*: No  
*Type*: String  
*Allowed values*: `Pipe | File`  
*Update requires*: [Replacement](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement)

`StartTimeOffset`  <a name="cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-starttimeoffset"></a>
If specified, monitoring jobs substract this time from the start time. For information about using offsets for scheduling monitoring jobs, see [Schedule Model Quality Monitoring Jobs](https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor-model-quality-schedule.html).  
*Required*: No  
*Type*: String  
*Pattern*: `^.?P.*`  
*Minimum*: `1`  
*Maximum*: `15`  
*Update requires*: [Replacement](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement)