AWS Glue

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Overview

AWS Glue is a fully managed ETL (extract, transform, and load) service that makes it simple and cost-effective to categorize your data, clean it, enrich it, and move it reliably between various data stores.

Enable this integration to see all your Glue metrics in Datadog.

Setup

Installation

If you haven’t already, set up the Amazon Web Services integration first.

Metric collection

  1. In the AWS integration page, ensure that Glue is enabled under the Metric Collection tab.
  2. Install the Datadog - AWS Glue integration.

Log collection

Enable logging

Configure AWS Glue to send logs either to a S3 bucket or to CloudWatch.

Note: If you log to a S3 bucket, make sure that amazon_glue is set as Target prefix.

Send logs to Datadog

  1. If you haven’t already, set up the Datadog Forwarder Lambda function.

  2. Once the Lambda function is installed, manually add a trigger on the S3 bucket or CloudWatch log group that contains your AWS Glue logs in the AWS console:

Data Collected

Metrics

aws.glue.driver.executor_allocation_manager.executors.number_all_executors
(gauge)		The number of actively running job executors.
aws.glue.driver.executor_allocation_manager.executors.number_max_needed_executors
(gauge)		The number of maximum (actively running and pending) job executors needed to satisfy the current load.
aws.glue.glue_alljvm_heap_usage
(gauge)		The average fraction of memory used by the JVM heap for this driver (scale: 0-1) for all executors.
Shown as percent
aws.glue.glue_alljvm_heap_used
(gauge)		The number of memory bytes used by the JVM heap for all executors.
Shown as byte
aws.glue.glue_alls_3filesystem_readbytes
(gauge)		The average number of bytes read from Amazon S3 all executors since the previous report.
aws.glue.glue_allsystem_cpu_system_load
(gauge)		The average fraction of CPU system load used (scale: 0-1) by all executors.
Shown as percent
aws.glue.glue_driver_aggregate_bytes_read
(count)		The number of bytes read from all data sources by all completed Spark tasks running in all executors.
Shown as byte
aws.glue.glue_driver_aggregate_elapsed_time
(count)		The ETL elapsed time in milliseconds (does not include the job bootstrap times).
Shown as millisecond
aws.glue.glue_driver_aggregate_num_completed_stages
(count)		The number of completed stages in the job.
aws.glue.glue_driver_aggregate_num_completed_tasks
(count)		The number of completed tasks in the job.
aws.glue.glue_driver_aggregate_num_failed_tasks
(count)		The number of failed tasks.
aws.glue.glue_driver_aggregate_num_killed_tasks
(count)		The number of tasks killed.
aws.glue.glue_driver_aggregate_records_read
(count)		The number of records read from all data sources by all completed Spark tasks running in all executors.
aws.glue.glue_driver_aggregate_shuffle_bytes_written
(count)		The number of bytes written by all executors to shuffle data between them since the previous report.
aws.glue.glue_driver_aggregate_shuffle_local_bytes_read
(count)		The number of bytes read by all executors to shuffle data between them since the previous report.
aws.glue.glue_driver_block_manager_disk_disk_space_used_mb
(gauge)		The average number of megabytes of disk spaced used across all executors.
aws.glue.glue_driver_jvm_heap_usage
(gauge)		The average fraction of memory used by the JVM heap for this driver (scale: 0-1) for driver.
Shown as percent
aws.glue.glue_driver_jvm_heap_used
(gauge)		The number of memory bytes used by the JVM heap for the driver.
Shown as byte
aws.glue.glue_driver_s3_filesystem_readbytes
(gauge)		The average number of bytes read from Amazon S3 by the driver since the previous report.
aws.glue.glue_driver_s3_filesystem_writebytes
(gauge)		The average number of bytes written to Amazon S3 by the driver since the previous report.
aws.glue.glue_driver_system_cpu_system_load
(gauge)		The average fraction of CPU system load used (scale: 0-1) by the driver.
Shown as percent
aws.glue.glue_executor_id_jvm_heap_usage
(gauge)		The average fraction of memory used by the JVM heap for this driver (scale: 0-1) for executor identified.
Shown as percent
aws.glue.glue_executor_id_jvm_heap_used
(gauge)		The number of memory bytes used by the JVM heap for the executor identified.
Shown as byte
aws.glue.glue_executor_id_system_cpu_system_load
(gauge)		The average fraction of CPU system load used (scale: 0-1) by the executor identified.
Shown as percent
aws.glue.glue_executor_ids_3_filesystem_readbytes
(gauge)		The average number of bytes read from Amazon S3 by the executor identified since the previous report.
aws.glue.glue_executor_ids_3_filesystem_writebytes
(gauge)		The average number of bytes written to Amazon S3 by the executor identified since the previous report.

Events

The AWS Glue integration does not include any events.

Service Checks

The AWS Glue integration does not include any service checks.

Troubleshooting

Need help? Contact Datadog support.