Amazon Forecast is no longer available to new customers. Existing customers of Amazon Forecast can continue to use the service as normal. [Learn more"](https://aws.amazon.com/blogs/machine-learning/transition-your-amazon-forecast-usage-to-amazon-sagemaker-canvas/)

# ExplainabilityConfig
<a name="API_ExplainabilityConfig"></a>

The ExplainabilityConfig data type defines the number of time series and time points included in [CreateExplainability](API_CreateExplainability.md).

If you provide a predictor ARN for `ResourceArn`, you must set both `TimePointGranularity` and `TimeSeriesGranularity` to “ALL”. When creating Predictor Explainability, Amazon Forecast considers all time series and time points.

If you provide a forecast ARN for `ResourceArn`, you can set `TimePointGranularity` and `TimeSeriesGranularity` to either “ALL” or “Specific”.

## Contents
<a name="API_ExplainabilityConfig_Contents"></a>

 ** TimePointGranularity **   <a name="forecast-Type-ExplainabilityConfig-TimePointGranularity"></a>
To create an Explainability for all time points in your forecast horizon, use `ALL`. To create an Explainability for specific time points in your forecast horizon, use `SPECIFIC`.  
Specify time points with the `StartDateTime` and `EndDateTime` parameters within the [CreateExplainability](API_CreateExplainability.md) operation.  
Type: String  
Valid Values: `ALL | SPECIFIC`   
Required: Yes

 ** TimeSeriesGranularity **   <a name="forecast-Type-ExplainabilityConfig-TimeSeriesGranularity"></a>
To create an Explainability for all time series in your datasets, use `ALL`. To create an Explainability for specific time series in your datasets, use `SPECIFIC`.  
Specify time series by uploading a CSV or Parquet file to an Amazon S3 bucket and set the location within the [DataDestination](API_DataDestination.md) data type.  
Type: String  
Valid Values: `ALL | SPECIFIC`   
Required: Yes

## See Also
<a name="API_ExplainabilityConfig_SeeAlso"></a>

For more information about using this API in one of the language-specific AWS SDKs, see the following:
+  [AWS SDK for C\$1\$1](https://docs.aws.amazon.com/goto/SdkForCpp/forecast-2018-06-26/ExplainabilityConfig) 
+  [AWS SDK for Java V2](https://docs.aws.amazon.com/goto/SdkForJavaV2/forecast-2018-06-26/ExplainabilityConfig) 
+  [AWS SDK for Ruby V3](https://docs.aws.amazon.com/goto/SdkForRubyV3/forecast-2018-06-26/ExplainabilityConfig)