AWS::SageMaker::ModelQualityJobDefinition ModelQualityAppSpecification
Container image configuration object for the monitoring job.
Syntax
To declare this entity in your Amazon CloudFormation template, use the following syntax:
JSON
{ "ContainerArguments" :
[ String, ... ]
, "ContainerEntrypoint" :[ String, ... ]
, "Environment" :{
, "ImageUri" :Key
:Value
, ...}String
, "PostAnalyticsProcessorSourceUri" :String
, "ProblemType" :String
, "RecordPreprocessorSourceUri" :String
}
YAML
ContainerArguments:
- String
ContainerEntrypoint:- String
Environment:ImageUri:
Key
:Value
String
PostAnalyticsProcessorSourceUri:String
ProblemType:String
RecordPreprocessorSourceUri:String
Properties
ContainerArguments
-
An array of arguments for the container used to run the monitoring job.
Required: No
Type: Array of String
Minimum:
1
Maximum:
256 | 50
Update requires: Replacement
ContainerEntrypoint
-
Specifies the entrypoint for a container that the monitoring job runs.
Required: No
Type: Array of String
Minimum:
1
Maximum:
256 | 100
Update requires: Replacement
Environment
-
Sets the environment variables in the container that the monitoring job runs.
Required: No
Type: Object of String
Pattern:
[a-zA-Z_][a-zA-Z0-9_]*
Minimum:
1
Maximum:
256
Update requires: Replacement
ImageUri
-
The address of the container image that the monitoring job runs.
Required: Yes
Type: String
Pattern:
.*
Maximum:
255
Update requires: Replacement
PostAnalyticsProcessorSourceUri
-
An Amazon S3 URI to a script that is called after analysis has been performed. Applicable only for the built-in (first party) containers.
Required: No
Type: String
Pattern:
^(https|s3)://([^/]+)/?(.*)$
Maximum:
1024
Update requires: Replacement
ProblemType
-
The machine learning problem type of the model that the monitoring job monitors.
Required: Yes
Type: String
Allowed values:
BinaryClassification | MulticlassClassification | Regression
Update requires: Replacement
RecordPreprocessorSourceUri
-
An Amazon S3 URI to a script that is called per row prior to running analysis. It can base64 decode the payload and convert it into a flattened JSON so that the built-in container can use the converted data. Applicable only for the built-in (first party) containers.
Required: No
Type: String
Pattern:
^(https|s3)://([^/]+)/?(.*)$
Maximum:
1024
Update requires: Replacement