BatchTransformInput
Input object for the batch transform job.
Contents
- DataCapturedDestinationS3Uri
-
The Amazon S3 location being used to capture the data.
Type: String
Length Constraints: Maximum length of 512.
Pattern:
^(https|s3)://([^/])/?(.*)$Required: Yes
- DatasetFormat
-
The dataset format for your batch transform job.
Type: MonitoringDatasetFormat object
Required: Yes
- LocalPath
-
Path to the filesystem where the batch transform data is available to the container.
Type: String
Length Constraints: Maximum length of 256.
Pattern:
.*Required: Yes
- EndTimeOffset
-
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.
Type: String
Length Constraints: Minimum length of 1. Maximum length of 15.
Pattern:
^.?P.*Required: No
- ExcludeFeaturesAttribute
-
The attributes of the input data to exclude from the analysis.
Type: String
Length Constraints: Maximum length of 100.
Required: No
- FeaturesAttribute
-
The attributes of the input data that are the input features.
Type: String
Required: No
- InferenceAttribute
-
The attribute of the input data that represents the ground truth label.
Type: String
Required: No
- ProbabilityAttribute
-
In a classification problem, the attribute that represents the class probability.
Type: String
Required: No
- ProbabilityThresholdAttribute
-
The threshold for the class probability to be evaluated as a positive result.
Type: Double
Required: No
- S3DataDistributionType
-
Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key. Defaults to
FullyReplicatedType: String
Valid Values:
FullyReplicated | ShardedByS3KeyRequired: No
- S3InputMode
-
Whether the
PipeorFileis used as the input mode for transferring data for the monitoring job.Pipemode is recommended for large datasets.Filemode is useful for small files that fit in memory. Defaults toFile.Type: String
Valid Values:
Pipe | FileRequired: No
- StartTimeOffset
-
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.
Type: String
Length Constraints: Minimum length of 1. Maximum length of 15.
Pattern:
^.?P.*Required: No
See Also
For more information about using this API in one of the language-specific AWS SDKs, see the following:
