Interface CfnJob.IProfileConfigurationProperty
Configuration for profile jobs.
Namespace: Amazon.CDK.AWS.DataBrew
Assembly: Amazon.CDK.AWS.DataBrew.dll
Syntax (csharp)
public interface IProfileConfigurationProperty
Syntax (vb)
Public Interface IProfileConfigurationProperty
Remarks
Configuration can be used to select columns, do evaluations, and override default parameters of evaluations. When configuration is undefined, the profile job will apply default settings to all supported columns.
ExampleMetadata: fixture=_generated
Examples
// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
using Amazon.CDK.AWS.DataBrew;
var profileConfigurationProperty = new ProfileConfigurationProperty {
ColumnStatisticsConfigurations = new [] { new ColumnStatisticsConfigurationProperty {
Statistics = new StatisticsConfigurationProperty {
IncludedStatistics = new [] { "includedStatistics" },
Overrides = new [] { new StatisticOverrideProperty {
Parameters = new Dictionary<string, string> {
{ "parametersKey", "parameters" }
},
Statistic = "statistic"
} }
},
// the properties below are optional
Selectors = new [] { new ColumnSelectorProperty {
Name = "name",
Regex = "regex"
} }
} },
DatasetStatisticsConfiguration = new StatisticsConfigurationProperty {
IncludedStatistics = new [] { "includedStatistics" },
Overrides = new [] { new StatisticOverrideProperty {
Parameters = new Dictionary<string, string> {
{ "parametersKey", "parameters" }
},
Statistic = "statistic"
} }
},
EntityDetectorConfiguration = new EntityDetectorConfigurationProperty {
EntityTypes = new [] { "entityTypes" },
// the properties below are optional
AllowedStatistics = new AllowedStatisticsProperty {
Statistics = new [] { "statistics" }
}
},
ProfileColumns = new [] { new ColumnSelectorProperty {
Name = "name",
Regex = "regex"
} }
};
Synopsis
Properties
ColumnStatisticsConfigurations | List of configurations for column evaluations. |
DatasetStatisticsConfiguration | Configuration for inter-column evaluations. |
EntityDetectorConfiguration | Configuration of entity detection for a profile job. |
ProfileColumns | List of column selectors. |
Properties
ColumnStatisticsConfigurations
List of configurations for column evaluations.
virtual object ColumnStatisticsConfigurations { get; }
Property Value
System.Object
Remarks
ColumnStatisticsConfigurations are used to select evaluations and override parameters of evaluations for particular columns. When ColumnStatisticsConfigurations is undefined, the profile job will profile all supported columns and run all supported evaluations.
DatasetStatisticsConfiguration
Configuration for inter-column evaluations.
virtual object DatasetStatisticsConfiguration { get; }
Property Value
System.Object
Remarks
Configuration can be used to select evaluations and override parameters of evaluations. When configuration is undefined, the profile job will run all supported inter-column evaluations.
EntityDetectorConfiguration
Configuration of entity detection for a profile job.
virtual object EntityDetectorConfiguration { get; }
Property Value
System.Object
Remarks
When undefined, entity detection is disabled.
ProfileColumns
List of column selectors.
virtual object ProfileColumns { get; }
Property Value
System.Object
Remarks
ProfileColumns can be used to select columns from the dataset. When ProfileColumns is undefined, the profile job will profile all supported columns.