CloudWatch metrics for Amazon Personalize - Amazon Personalize
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CloudWatch metrics for Amazon Personalize

This section contains information about the Amazon CloudWatch metrics available for Amazon Personalize. For more information, see Monitoring Amazon Personalize with Amazon CloudWatch.

The following table lists the Amazon Personalize metrics. All metrics except GetRecommendations and GetPersonalizedRanking support these statistics: Average, Minimum, Maximum, Sum. GetRecommendations and GetPersonalizedRanking support Sum only.

Metric Description
DatasetImportJobRequests

The number of successful CreateDatasetImportJob API calls.

Dimensions: DatasetGroupArn, DatasetArn, DatasetImportJobArn
DatasetImportJobError

The number of CreateDatasetImportJob API calls that resulted in an error.

Dimensions: DatasetGroupArn, DatasetArn, DatasetImportJobArn
DatasetImportJobExecutionTime

The time between the CreateDatasetImportJob API call and the completion (or failure) of the operation.

Dimensions: DatasetGroupArn, DatasetArn, DatasetImportJobArn

Unit: Seconds
DatasetSize

The size of data imported by the dataset import job.

Dimensions: DatasetGroupArn, DatasetArn, DatasetImportJobArn

Unit: Bytes
SolutionTrainingJobRequests

The number of successful CreateSolutionVersion API calls.

Dimensions: SolutionArn, SolutionVersionArn
SolutionTrainingJobError

The number of CreateSolutionVersion API calls that resulted in an error.

Dimensions: SolutionArn, SolutionVersionArn
SolutionTrainingJobExecutionTime

The time between the CreateSolutionVersion API call and the completion (or failure) of the operation.

Dimensions: SolutionArn, SolutionVersionArn

Unit: Seconds
GetPersonalizedRanking

Whether a GetPersonalizedRanking API call is successful. Use the sum statistic to view total count of successful GetPersonalizedRanking API calls. This metric doesn't support other statistics.

Dimension: CampaignArn
GetPersonalizedRanking4xxErrors

The number of GetPersonalizedRanking API calls that returned a 4xx HTTP response code.

Dimension: CampaignArn
GetPersonalizedRanking5xxErrors

The number of GetPersonalizedRanking API calls that returned a 5xx HTTP response code.

Dimension: CampaignArn
GetPersonalizedRankingLatency

The time between receiving the GetPersonalizedRanking API call and the sending of recommendations (excludes 4xx and 5xx errors).

Dimension: CampaignArn

Unit: Milliseconds
GetRecommendations

Whether a GetRecommendations API calls is successful. Use the sum statistic to view total count of successful GetRecommendations API calls. This metric doesn't support other statistics.

Dimension: CampaignArn
GetRecommendations4xxErrors

The number of GetRecommendations API calls that returned a 4xx HTTP response code.

Dimension: CampaignArn
GetRecommendations5xxErrors

The number of GetRecommendations API calls that returned a 5xx HTTP response code.

Dimension: CampaignArn
GetRecommendationsLatency

The time between receiving the GetRecommendations API call and the sending of recommendations (excludes 4xx and 5xx errors).

Dimension: CampaignArn

Unit: Milliseconds
PutEventsRequests

The number of successful PutEvents API calls.

Dimension: DatasetGroupArn, DatasetArn, EventTrackerArn
PutEvents4xxErrors

The number of PutEvents API calls that returned a 4xx HTTP response code.

Dimension: DatasetGroupArn, DatasetArn, EventTrackerArn
PutEvents5xxErrors

The number of PutEvents API calls that returned a 5xx HTTP response code.

Dimension: DatasetGroupArn, DatasetArn, EventTrackerArn
PutEventLatency

The time taken for the completion of the PutEvents API call (excludes 4xx and 5xx errors).

Dimension: DatasetGroupArn, DatasetArn, EventTrackerArn

Unit: Milliseconds
PutItemsRequests

The number of successful PutItems API calls.

Dimension: DatasetGroupArn, DatasetArn
PutItems4xxErrors

The number of PutItems API calls that returned a 4xx HTTP response code.

Dimension: DatasetGroupArn, DatasetArn
PutItems5xxErrors

The number of PutItems API calls that returned a 5xx HTTP response code.

Dimension: DatasetGroupArn, DatasetArn
PutItemsLatency

The time taken for the completion of the PutItems API call (excludes 4xx and 5xx errors).

Dimension: DatasetGroupArn, DatasetArn

Unit: Milliseconds
PutUsersRequests

The number of successful PutUsers API calls.

Dimension: DatasetGroupArn, DatasetArn
PutUsers4xxErrors

The number of PutUsers API calls that returned a 4xx HTTP response code.

Dimension: DatasetGroupArn, DatasetArn
PutUsers5xxErrors

The number of PutUsers API calls that returned a 5xx HTTP response code.

Dimension: DatasetGroupArn, DatasetArn
PutUsersLatency

The time taken for the completion of the PutUsers API call (excludes 4xx and 5xx errors).

Dimension: DatasetGroupArn, DatasetArn

Unit: Milliseconds