EndpointInput
Input object for the endpoint
Contents
- EndpointName
-
An endpoint in customer's account which has enabled
DataCaptureConfig
enabled.Type: String
Length Constraints: Maximum length of 63.
Pattern:
^[a-zA-Z0-9](-*[a-zA-Z0-9]){0,62}
Required: Yes
- LocalPath
-
Path to the filesystem where the endpoint data is available to the container.
Type: String
Length Constraints: Maximum length of 256.
Pattern:
.*
Required: Yes
- EndTimeOffset
-
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.
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 Amazon S3 key. Defaults to
FullyReplicated
Type: String
Valid Values:
FullyReplicated | ShardedByS3Key
Required: No
- S3InputMode
-
Whether the
Pipe
orFile
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 toFile
.Type: String
Valid Values:
Pipe | File
Required: 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 Amazon SDKs, see the following: