Google Cloud Platform (GCP) Dataproc metrics
Collect dataproc metrics from Google Cloud Platform (GCP) with Elastic Agent
Version |
2.31.2 (View all) |
Compatible Kibana version(s) |
8.7.1 or higher |
Subscription level |
Basic |
Metrics
The dataproc
dataset fetches metrics from Dataproc in Google Cloud Platform. It contains all metrics exported from the GCP Dataproc Monitoring API.
You can specify a single region to fetch metrics like us-central1
. Be aware that GCP Dataproc is a regional service. If no region is specified, it will return metrics from all buckets.
Sample Event
An example event for dataproc
looks as following:
{
"@timestamp": "2017-10-12T08:05:34.853Z",
"cloud": {
"account": {
"id": "elastic-obs-integrations-dev",
"name": "elastic-obs-integrations-dev"
},
"instance": {
"id": "4751091017865185079",
"name": "gke-cluster-1-default-pool-6617a8aa-5clh"
},
"machine": {
"type": "e2-medium"
},
"provider": "gcp",
"availability_zone": "us-central1-c",
"region": "us-central1"
},
"event": {
"dataset": "gcp.dataproc",
"duration": 115000,
"module": "gcp"
},
"gcp": {
"dataproc": {
"cluster": {
"hdfs": {
"datanodes": {
"count": 15
}
}
}
},
"labels": {
"user": {
"goog-gke-node": ""
}
}
},
"host": {
"id": "4751091017865185079",
"name": "gke-cluster-1-default-pool-6617a8aa-5clh"
},
"metricset": {
"name": "dataproc",
"period": 10000
},
"service": {
"type": "gcp"
}
}
Exported fields
Exported fields
Field | Description | Type | Metric Type |
---|---|---|---|
@timestamp | Event timestamp. | date | |
cloud | Fields related to the cloud or infrastructure the events are coming from. | group | |
cloud.account.id | The cloud account or organization id used to identify different entities in a multi-tenant environment. Examples: AWS account id, Google Cloud ORG Id, or other unique identifier. | keyword | |
cloud.account.name | The cloud account name or alias used to identify different entities in a multi-tenant environment. Examples: AWS account name, Google Cloud ORG display name. | keyword | |
cloud.availability_zone | Availability zone in which this host, resource, or service is located. | keyword | |
cloud.image.id | Image ID for the cloud instance. | keyword | |
cloud.instance.id | Instance ID of the host machine. | keyword | |
cloud.instance.name | Instance name of the host machine. | keyword | |
cloud.machine.type | Machine type of the host machine. | keyword | |
cloud.project.id | Name of the project in Google Cloud. | keyword | |
cloud.provider | Name of the cloud provider. Example values are aws, azure, gcp, or digitalocean. | keyword | |
cloud.region | Region in which this host, resource, or service is located. | keyword | |
container.id | Unique container id. | keyword | |
container.image.name | Name of the image the container was built on. | keyword | |
container.labels | Image labels. | object | |
container.name | Container name. | keyword | |
data_stream.dataset | Data stream dataset. | constant_keyword | |
data_stream.namespace | Data stream namespace. | constant_keyword | |
data_stream.type | Data stream type. | constant_keyword | |
ecs.version | ECS version this event conforms to. ecs.version is a required field and must exist in all events. When querying across multiple indices -- which may conform to slightly different ECS versions -- this field lets integrations adjust to the schema version of the events. | keyword | |
error | These fields can represent errors of any kind. Use them for errors that happen while fetching events or in cases where the event itself contains an error. | group | |
error.message | Error message. | match_only_text | |
event.dataset | Event dataset | constant_keyword | |
event.module | Event module | constant_keyword | |
gcp.dataproc.batch.spark.executors.count | Indicates the number of Batch Spark executors. | long | gauge |
gcp.dataproc.cluster.hdfs.datanodes.count | Indicates the number of HDFS DataNodes that are running inside a cluster. | long | gauge |
gcp.dataproc.cluster.hdfs.storage_capacity.value | Indicates capacity of HDFS system running on cluster in GB. | double | gauge |
gcp.dataproc.cluster.hdfs.storage_utilization.value | The percentage of HDFS storage currently used. | double | gauge |
gcp.dataproc.cluster.hdfs.unhealthy_blocks.count | Indicates the number of unhealthy blocks inside the cluster. | long | gauge |
gcp.dataproc.cluster.job.completion_time.value | The time jobs took to complete from the time the user submits a job to the time Dataproc reports it is completed. | object | |
gcp.dataproc.cluster.job.duration.value | The time jobs have spent in a given state. | object | |
gcp.dataproc.cluster.job.failed.count | Indicates the delta of the number of jobs that have failed on a cluster. | long | gauge |
gcp.dataproc.cluster.job.running.count | Indicates the number of jobs that are running on a cluster. | long | gauge |
gcp.dataproc.cluster.job.submitted.count | Indicates the delta of the number of jobs that have been submitted to a cluster. | long | gauge |
gcp.dataproc.cluster.operation.completion_time.value | The time operations took to complete from the time the user submits a operation to the time Dataproc reports it is completed. | object | |
gcp.dataproc.cluster.operation.duration.value | The time operations have spent in a given state. | object | |
gcp.dataproc.cluster.operation.failed.count | Indicates the delta of the number of operations that have failed on a cluster. | long | gauge |
gcp.dataproc.cluster.operation.running.count | Indicates the number of operations that are running on a cluster. | long | gauge |
gcp.dataproc.cluster.operation.submitted.count | Indicates the delta of the number of operations that have been submitted to a cluster. | long | gauge |
gcp.dataproc.cluster.yarn.allocated_memory_percentage.value | The percentage of YARN memory is allocated. | double | gauge |
gcp.dataproc.cluster.yarn.apps.count | Indicates the number of active YARN applications. | long | gauge |
gcp.dataproc.cluster.yarn.containers.count | Indicates the number of YARN containers. | long | gauge |
gcp.dataproc.cluster.yarn.memory_size.value | Indicates the YARN memory size in GB. | double | gauge |
gcp.dataproc.cluster.yarn.nodemanagers.count | Indicates the number of YARN NodeManagers running inside cluster. | long | gauge |
gcp.dataproc.cluster.yarn.pending_memory_size.value | The current memory request, in GB, that is pending to be fulfilled by the scheduler. | double | gauge |
gcp.dataproc.cluster.yarn.virtual_cores.count | Indicates the number of virtual cores in YARN. | long | gauge |
gcp.labels.metadata.* | object | ||
gcp.labels.metrics.* | object | ||
gcp.labels.resource.* | object | ||
gcp.labels.system.* | object | ||
gcp.labels.user.* | object | ||
gcp.metrics.*.*.*.* | Metrics that returned from Google Cloud API query. | object | |
host.architecture | Operating system architecture. | keyword | |
host.containerized | If the host is a container. | boolean | |
host.domain | Name of the domain of which the host is a member. For example, on Windows this could be the host's Active Directory domain or NetBIOS domain name. For Linux this could be the domain of the host's LDAP provider. | keyword | |
host.hostname | Hostname of the host. It normally contains what the hostname command returns on the host machine. | keyword | |
host.id | Unique host id. As hostname is not always unique, use values that are meaningful in your environment. Example: The current usage of beat.name . | keyword | |
host.ip | Host ip addresses. | ip | |
host.mac | Host mac addresses. | keyword | |
host.name | Name of the host. It can contain what hostname returns on Unix systems, the fully qualified domain name, or a name specified by the user. The sender decides which value to use. | keyword | |
host.os.build | OS build information. | keyword | |
host.os.codename | OS codename, if any. | keyword | |
host.os.family | OS family (such as redhat, debian, freebsd, windows). | keyword | |
host.os.kernel | Operating system kernel version as a raw string. | keyword | |
host.os.name | Operating system name, without the version. | keyword | |
host.os.name.text | Multi-field of host.os.name . | text | |
host.os.platform | Operating system platform (such centos, ubuntu, windows). | keyword | |
host.os.version | Operating system version as a raw string. | keyword | |
host.type | Type of host. For Cloud providers this can be the machine type like t2.medium . If vm, this could be the container, for example, or other information meaningful in your environment. | keyword | |
service.type | The type of the service data is collected from. The type can be used to group and correlate logs and metrics from one service type. Example: If logs or metrics are collected from Elasticsearch, service.type would be elasticsearch . | keyword |
Changelog
Version | Details | Kibana version(s) |
---|---|---|
2.31.2 | Bug fix View pull request | 8.7.1 or higher |
2.31.1 | Enhancement View pull request | 8.7.1 or higher |
2.31.0 | Enhancement View pull request | 8.7.1 or higher |
2.30.1 | Bug fix View pull request | 8.7.1 or higher |
2.30.0 | Enhancement View pull request | 8.7.1 or higher |
2.29.1 | Bug fix View pull request | 8.7.1 or higher |
2.29.0 | Bug fix View pull request | 8.7.1 or higher |
2.28.5 | Enhancement View pull request | 8.7.1 or higher |
2.28.4 | Enhancement View pull request | 8.7.1 or higher |
2.28.3 | Enhancement View pull request | 8.7.1 or higher |
2.28.2 | Enhancement View pull request | 8.7.1 or higher |
2.28.1 | Enhancement View pull request | 8.7.1 or higher |
2.28.0 | Enhancement View pull request | 8.7.1 or higher |
2.27.0 | Enhancement View pull request | 8.7.1 or higher |
2.26.0 | Bug fix View pull request | 8.7.1 or higher |
2.25.1 | Bug fix View pull request | 8.7.1 or higher |
2.25.0 | Enhancement View pull request | 8.7.1 or higher |
2.24.0 | Enhancement View pull request | 8.7.1 or higher |
2.23.0 | Enhancement View pull request | 8.7.1 or higher |
2.22.1 | Enhancement View pull request | 8.6.0 or higher |
2.22.0 | Enhancement View pull request | 8.6.0 or higher |
2.21.0 | Enhancement View pull request | 8.6.0 or higher |
2.20.1 | Bug fix View pull request | 8.6.0 or higher |
2.20.0 | Enhancement View pull request | 8.6.0 or higher |
2.19.1 | Enhancement View pull request | 8.6.0 or higher |
2.19.0 | Enhancement View pull request | 8.6.0 or higher |
2.18.0 | Enhancement View pull request | 8.6.0 or higher |
2.17.2 | Bug fix View pull request | 8.6.0 or higher |
2.17.1 | Enhancement View pull request | 8.6.0 or higher |
2.17.0 | Enhancement View pull request | 8.6.0 or higher |
2.16.2 | Bug fix View pull request | 8.5.0 or higher |
2.16.1 | Bug fix View pull request | 8.5.0 or higher |
2.16.0 | Enhancement View pull request | 8.5.0 or higher |
2.15.2 | Enhancement View pull request | 8.5.0 or higher |
2.15.1 | Enhancement View pull request | 8.5.0 or higher |
2.15.0 | Enhancement View pull request | 8.5.0 or higher |
2.14.0 | Enhancement View pull request | 8.3.0 or higher |
2.13.0 | Enhancement View pull request | 8.3.0 or higher |
2.12.1 | Bug fix View pull request | 7.17.6 or higher |
2.12.0 | Enhancement View pull request | 7.17.6 or higher |
2.11.12 | Bug fix View pull request | 7.17.6 or higher |
2.11.11 | Bug fix View pull request | 7.17.6 or higher |
2.11.10 | Enhancement View pull request | 7.17.6 or higher |
2.11.10-beta.6 | Enhancement View pull request | — |
2.11.10-beta.5 | Enhancement View pull request | — |
2.11.10-beta.4 | Enhancement View pull request | — |
2.11.10-beta.3 | Enhancement View pull request | — |
2.11.10-beta.2 | Enhancement View pull request | — |
2.11.10-beta.1 | Enhancement View pull request | — |
2.11.9 | Bug fix View pull request | 7.17.6 or higher |
2.11.8 | Enhancement View pull request | 7.17.6 or higher |
2.11.7 | Enhancement View pull request | 7.17.6 or higher |
2.11.6 | Enhancement View pull request | 7.17.6 or higher |
2.11.5 | Enhancement View pull request | 7.17.6 or higher |
2.11.4 | Enhancement View pull request | 7.17.6 or higher |
2.11.3 | Enhancement View pull request | 7.17.6 or higher |
2.11.2 | Enhancement View pull request | 7.17.6 or higher |
2.11.1 | Enhancement View pull request | 7.17.6 or higher |
2.11.0 | Enhancement View pull request | 7.17.6 or higher |
2.10.0 | Enhancement View pull request | 7.17.6 or higher |
2.9.0 | Enhancement View pull request | 7.17.6 or higher |
2.8.0 | Enhancement View pull request | 7.17.6 or higher |
2.7.0 | Enhancement View pull request | 7.17.6 or higher |
2.6.0 | Enhancement View pull request | 7.17.6 or higher |
2.5.0 | Enhancement View pull request | 7.17.6 or higher |
2.4.0 | Enhancement View pull request | 7.17.6 or higher |
2.3.0 | Enhancement View pull request | 7.17.6 or higher |
2.2.1 | Enhancement View pull request | 7.17.6 or higher |
2.2.0 | Enhancement View pull request | 7.17.6 or higher |
2.1.0 | Enhancement View pull request | 7.17.6 or higher |
2.0.0 | Breaking change View pull request This change involves Users with GCP integration enabled will need to input values for these
variables again when upgrading the policies to this version.
| 8.3.0 or higher |
1.10.0 | Enhancement View pull request | 7.17.0 or higher |
1.9.2 | Bug fix View pull request | 7.17.0 or higher |
1.9.1 | Enhancement View pull request | 7.17.0 or higher |
1.9.0 | Enhancement View pull request | 7.17.0 or higher |
1.8.0 | Enhancement View pull request | 7.17.0 or higher |
1.7.0 | Enhancement View pull request | — |
1.6.1 | Enhancement View pull request | 7.16.3 or higher |
1.6.0 | Enhancement View pull request | — |
1.5.1 | Enhancement View pull request | 7.16.3 or higher |
1.5.0 | Enhancement View pull request | 7.16.3 or higher |
1.4.2 | Bug fix View pull request | 7.16.3 or higher |
1.4.1 | Bug fix View pull request | 7.16.3 or higher |
1.4.0 | Enhancement View pull request | — |
1.3.1 | Bug fix View pull request | 7.15.0 or higher |
1.3.0 | Enhancement View pull request | 7.15.0 or higher |
1.2.2 | Bug fix View pull request | 7.15.0 or higher |
1.2.1 | Bug fix View pull request | — |
1.2.0 | Enhancement View pull request | 7.15.0 or higher |
1.1.2 | Enhancement View pull request | 7.15.0 or higher |
1.1.1 | Bug fix View pull request | — |
1.1.0 | Enhancement View pull request | 7.15.0 or higher |
1.0.0 | Enhancement View pull request | — |
0.3.3 | Enhancement View pull request | — |
0.3.2 | Enhancement View pull request | — |
0.3.1 | Enhancement View pull request | — |
0.3.0 | Enhancement View pull request | — |
0.2.0 | Enhancement View pull request | — |
0.1.0 | Enhancement View pull request | — |
0.0.2 | Enhancement View pull request | — |
0.0.1 | Enhancement View pull request | — |