import { Value } from '../../../cloudformation/Value';
/**
  Input object for the endpoint
  For full documentation go to <a href="http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html">the AWS Docs</a>
*/
export interface EndpointInputProps {
    /** <code>S3DataDistributionType</code>  <a name="cfn-sagemaker-modelbiasjobdefinition-endpointinput-s3datadistributiontype"></a>
  Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key. Defaults to <code>FullyReplicated</code><br />
  
  Required: No<br />
  
  Allowed values: <code>FullyReplicated | ShardedByS3Key</code><br />
  
  Update requires: <a href="https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement">Replacement</a> */
    s3DataDistributionType?: Value<'FullyReplicated' | 'ShardedByS3Key'>;
    /** <code>StartTimeOffset</code>  <a name="cfn-sagemaker-modelbiasjobdefinition-endpointinput-starttimeoffset"></a>
  If specified, monitoring jobs substract this time from the start time. For information about using offsets for scheduling monitoring jobs, see <a href="https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor-model-quality-schedule.html">Schedule Model Quality Monitoring Jobs</a>.<br />
  
  Required: No<br />
  
  Minimum: <code>1</code><br />
  
  Maximum: <code>15</code><br />
  
  Pattern: <code>^.?P.*</code><br />
  
  Update requires: <a href="https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement">Replacement</a> */
    startTimeOffset?: Value<string>;
    /** <code>EndTimeOffset</code>  <a name="cfn-sagemaker-modelbiasjobdefinition-endpointinput-endtimeoffset"></a>
  If specified, monitoring jobs substract this time from the end time. For information about using offsets for scheduling monitoring jobs, see <a href="https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor-model-quality-schedule.html">Schedule Model Quality Monitoring Jobs</a>.<br />
  
  Required: No<br />
  
  Minimum: <code>1</code><br />
  
  Maximum: <code>15</code><br />
  
  Pattern: <code>^.?P.*</code><br />
  
  Update requires: <a href="https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement">Replacement</a> */
    endTimeOffset?: Value<string>;
    /** <code>ProbabilityThresholdAttribute</code>  <a name="cfn-sagemaker-modelbiasjobdefinition-endpointinput-probabilitythresholdattribute"></a>
  The threshold for the class probability to be evaluated as a positive result.<br />
  
  Required: No<br />
  
  Update requires: <a href="https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement">Replacement</a> */
    probabilityThresholdAttribute?: Value<number>;
    /** <code>EndpointName</code>  <a name="cfn-sagemaker-modelbiasjobdefinition-endpointinput-endpointname"></a>
  An endpoint in customer’s account which has enabled <code>DataCaptureConfig</code> enabled.<br />
  
  Required: Yes<br />
  
  Maximum: <code>63</code><br />
  
  Pattern: <code>^[a-zA-Z0-9](-*[a-zA-Z0-9]){0,62}</code><br />
  
  Update requires: <a href="https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement">Replacement</a> */
    endpointName: Value<string>;
    /** <code>InferenceAttribute</code>  <a name="cfn-sagemaker-modelbiasjobdefinition-endpointinput-inferenceattribute"></a>
  The attribute of the input data that represents the ground truth label.<br />
  
  Required: No<br />
  
  Update requires: <a href="https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement">Replacement</a> */
    inferenceAttribute?: Value<string>;
    /** <code>S3InputMode</code>  <a name="cfn-sagemaker-modelbiasjobdefinition-endpointinput-s3inputmode"></a>
  Whether the <code>Pipe</code> or <code>File</code> is used as the input mode for transferring data for the monitoring job. <code>Pipe</code> mode is recommended for large datasets. <code>File</code> mode is useful for small files that fit in memory. Defaults to <code>File</code>.<br />
  
  Required: No<br />
  
  Allowed values: <code>File | Pipe</code><br />
  
  Update requires: <a href="https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement">Replacement</a> */
    s3InputMode?: Value<'File' | 'Pipe'>;
    /** <code>LocalPath</code>  <a name="cfn-sagemaker-modelbiasjobdefinition-endpointinput-localpath"></a>
  Path to the filesystem where the endpoint data is available to the container.<br />
  
  Required: Yes<br />
  
  Maximum: <code>256</code><br />
  
  Pattern: <code>.*</code><br />
  
  Update requires: <a href="https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement">Replacement</a> */
    localPath: Value<string>;
    /** <code>ProbabilityAttribute</code>  <a name="cfn-sagemaker-modelbiasjobdefinition-endpointinput-probabilityattribute"></a>
  In a classification problem, the attribute that represents the class probability.<br />
  
  Required: No<br />
  
  Update requires: <a href="https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement">Replacement</a> */
    probabilityAttribute?: Value<string>;
    /** <code>FeaturesAttribute</code>  <a name="cfn-sagemaker-modelbiasjobdefinition-endpointinput-featuresattribute"></a>
  The attributes of the input data that are the input features.<br />
  
  Required: No<br />
  
  Update requires: <a href="https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement">Replacement</a> */
    featuresAttribute?: Value<string>;
}
