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

# AWS::SageMaker::ModelQualityJobDefinition EndpointInput
<a name="aws-properties-sagemaker-modelqualityjobdefinition-endpointinput"></a>

Input object for the endpoint

## Syntax
<a name="aws-properties-sagemaker-modelqualityjobdefinition-endpointinput-syntax"></a>

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

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

```
{
  "[EndpointName](#cfn-sagemaker-modelqualityjobdefinition-endpointinput-endpointname)" : {{String}},
  "[EndTimeOffset](#cfn-sagemaker-modelqualityjobdefinition-endpointinput-endtimeoffset)" : {{String}},
  "[InferenceAttribute](#cfn-sagemaker-modelqualityjobdefinition-endpointinput-inferenceattribute)" : {{String}},
  "[LocalPath](#cfn-sagemaker-modelqualityjobdefinition-endpointinput-localpath)" : {{String}},
  "[ProbabilityAttribute](#cfn-sagemaker-modelqualityjobdefinition-endpointinput-probabilityattribute)" : {{String}},
  "[ProbabilityThresholdAttribute](#cfn-sagemaker-modelqualityjobdefinition-endpointinput-probabilitythresholdattribute)" : {{Number}},
  "[S3DataDistributionType](#cfn-sagemaker-modelqualityjobdefinition-endpointinput-s3datadistributiontype)" : {{String}},
  "[S3InputMode](#cfn-sagemaker-modelqualityjobdefinition-endpointinput-s3inputmode)" : {{String}},
  "[StartTimeOffset](#cfn-sagemaker-modelqualityjobdefinition-endpointinput-starttimeoffset)" : {{String}}
}
```

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

```
  [EndpointName](#cfn-sagemaker-modelqualityjobdefinition-endpointinput-endpointname): {{String}}
  [EndTimeOffset](#cfn-sagemaker-modelqualityjobdefinition-endpointinput-endtimeoffset): {{String}}
  [InferenceAttribute](#cfn-sagemaker-modelqualityjobdefinition-endpointinput-inferenceattribute): {{String}}
  [LocalPath](#cfn-sagemaker-modelqualityjobdefinition-endpointinput-localpath): {{String}}
  [ProbabilityAttribute](#cfn-sagemaker-modelqualityjobdefinition-endpointinput-probabilityattribute): {{String}}
  [ProbabilityThresholdAttribute](#cfn-sagemaker-modelqualityjobdefinition-endpointinput-probabilitythresholdattribute): {{Number}}
  [S3DataDistributionType](#cfn-sagemaker-modelqualityjobdefinition-endpointinput-s3datadistributiontype): {{String}}
  [S3InputMode](#cfn-sagemaker-modelqualityjobdefinition-endpointinput-s3inputmode): {{String}}
  [StartTimeOffset](#cfn-sagemaker-modelqualityjobdefinition-endpointinput-starttimeoffset): {{String}}
```

## Properties
<a name="aws-properties-sagemaker-modelqualityjobdefinition-endpointinput-properties"></a>

`EndpointName`  <a name="cfn-sagemaker-modelqualityjobdefinition-endpointinput-endpointname"></a>
An endpoint in customer's account which has enabled `DataCaptureConfig` enabled.  
*Required*: Yes  
*Type*: String  
*Pattern*: `^[a-zA-Z0-9](-*[a-zA-Z0-9])*`  
*Maximum*: `63`  
*Update requires*: [Replacement](https://docs.amazonaws.cn/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement)

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

`InferenceAttribute`  <a name="cfn-sagemaker-modelqualityjobdefinition-endpointinput-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.amazonaws.cn/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement)

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

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

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

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

`S3InputMode`  <a name="cfn-sagemaker-modelqualityjobdefinition-endpointinput-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.amazonaws.cn/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement)

`StartTimeOffset`  <a name="cfn-sagemaker-modelqualityjobdefinition-endpointinput-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.amazonaws.cn/sagemaker/latest/dg/model-monitor-model-quality-schedule.html).  
*Required*: No  
*Type*: String  
*Pattern*: `^.?P.*`  
*Minimum*: `1`  
*Maximum*: `15`  
*Update requires*: [Replacement](https://docs.amazonaws.cn/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement)