[Azure] [monitor] Add dimension and metric_type metadata to the monitor datastream (#7473)

* Add dimension and metric_type metadata to the monitor datastream Signed-off-by: Tetiana Kravchenko <tetiana.kravchenko@elastic.co> * fix pr url in cahangelog; add ingest pipeline Signed-off-by: Tetiana Kravchenko <tetiana.kravchenko@elastic.co> * address pr review Signed-off-by: Tetiana Kravchenko <tetiana.kravchenko@elastic.co> --------- Signed-off-by: Tetiana Kravchenko <tetiana.kravchenko@elastic.co>

Author: tetianakravchenko

packages/azure_metrics/changelog.yml

@@ -1,3 +1,8 @@
+- version: "1.0.34"
+ changes:
+ - description: Add dimension and metric_type metadata to the monitor datastream
+ type: enhancement
+ link: https://github.com/elastic/integrations/pull/7473
 - version: "1.0.33"
  changes:
  - description: Add missing region dimension, remove outdated azure metrics for the database_account datastream

packages/azure_metrics/data_stream/monitor/elasticsearch/ingest_pipeline/default.yml

@@ -0,0 +1,14 @@
+---
+description: Pipeline for parsing azure monitor metrics.
+processors:
+ - fingerprint:
+ fields: ["azure.dimensions"]
+ target_field: 'azure.dimensions.fingerprint'
+ ignore_missing: true
+on_failure:
+ - set:
+ field: event.kind
+ value: pipeline_error
+ - set:
+ field: error.message
+ value: '{{{ _ingest.on_failure_message }}}'

packages/azure_metrics/data_stream/monitor/fields/agent.yml

@@ -48,6 +48,7 @@
  ignore_above: 1024
  description: Region in which this host is running.
  example: us-east-1
+ dimension: true
  - name: project.id
  type: keyword
  description: Name of the project in Google Cloud.
@@ -62,26 +63,11 @@
  These fields help correlate data based containers from any runtime.'
  type: group
  fields:
- - name: id
- level: core
- type: keyword
- ignore_above: 1024
- description: Unique container id.
- - name: image.name
- level: extended
- type: keyword
- ignore_above: 1024
- description: Name of the image the container was built on.
  - name: labels
  level: extended
  type: object
  object_type: keyword
  description: Image labels.
- - name: name
- level: extended
- type: keyword
- ignore_above: 1024
- description: Container name.
 - name: host
  title: Host
  group: 2

packages/azure_metrics/data_stream/monitor/fields/ecs.yml

@@ -15,3 +15,6 @@
  external: ecs
 - name: host
  external: ecs
+- name: agent.id
+ external: ecs
+ dimension: true

packages/azure_metrics/data_stream/monitor/fields/fields.yml

@@ -4,6 +4,7 @@
  fields:
  - name: timegrain
  type: keyword
+ dimension: true
  description: >
  The Azure metric timegrain
 
@@ -25,6 +26,7 @@
 
  - name: id
  type: keyword
+ dimension: true
  description: >
  The id of the resource
 
@@ -42,6 +44,7 @@
 
  - name: namespace
  type: keyword
+ dimension: true
  description: >
  The namespace selected
 
@@ -62,10 +65,17 @@
  description: >
  Azure metric dimensions.
 
+ - name: dimensions.fingerprint
+ type: keyword
+ description: |
+ Autogenerated ID representing the fingerprint of the azure.dimensions object
+ dimension: true
+
  - name: metrics.*.*
  type: object
  object_type: float
  object_type_mapping_type: "*"
+ metric_type: gauge
  description: >
  Metrics returned.
 

packages/azure_metrics/data_stream/monitor/fields/package-fields.yml

@@ -57,61 +57,63 @@ aggregation list, namespaces and metric dimensions. The monitor metrics will hav
 
 **Exported fields**
 
-| Field | Description | Type |
-|---|---|---|
-| @timestamp | Event timestamp. | date |
-| azure.application_id | The application ID | keyword |
-| azure.dimensions.\* | Azure metric dimensions. | object |
-| azure.metrics.\*.\* | Metrics returned. | object |
-| azure.namespace | The namespace selected | keyword |
-| azure.resource.group | The resource group | keyword |
-| azure.resource.id | The id of the resource | keyword |
-| azure.resource.name | The name of the resource | keyword |
-| azure.resource.tags.\* | Azure resource tags. | object |
-| azure.resource.type | The type of the resource | keyword |
-| azure.subscription_id | The subscription ID | keyword |
-| azure.timegrain | The Azure metric timegrain | keyword |
-| 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.availability_zone | Availability zone in which this host is running. | 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 is running. | 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 |
-| container.runtime | Runtime managing this container. | keyword |
-| data_stream.dataset | Data stream dataset name. | constant_keyword |
-| data_stream.namespace | Data stream namespace. | constant_keyword |
-| data_stream.type | Data stream type. | constant_keyword |
-| dataset.name | Dataset name. | constant_keyword |
-| dataset.namespace | Dataset namespace. | constant_keyword |
-| dataset.type | Dataset 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 |
-| host | A host is defined as a general computing instance. ECS host.\* fields should be populated with details about the host on which the event happened, or from which the measurement was taken. Host types include hardware, virtual machines, Docker containers, and Kubernetes nodes. | group |
-| 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.address | Service address | 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 |
+| Field | Description | Type | Metric Type |
+|---|---|---|---|
+| @timestamp | Event timestamp. | date | |
+| agent.id | Unique identifier of this agent (if one exists). Example: For Beats this would be beat.id. | keyword | |
+| azure.application_id | The application ID | keyword | |
+| azure.dimensions.\* | Azure metric dimensions. | object | |
+| azure.dimensions.fingerprint | Autogenerated ID representing the fingerprint of the azure.dimensions object | keyword | |
+| azure.metrics.\*.\* | Metrics returned. | object | gauge |
+| azure.namespace | The namespace selected | keyword | |
+| azure.resource.group | The resource group | keyword | |
+| azure.resource.id | The id of the resource | keyword | |
+| azure.resource.name | The name of the resource | keyword | |
+| azure.resource.tags.\* | Azure resource tags. | object | |
+| azure.resource.type | The type of the resource | keyword | |
+| azure.subscription_id | The subscription ID | keyword | |
+| azure.timegrain | The Azure metric timegrain | keyword | |
+| 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.availability_zone | Availability zone in which this host is running. | 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 is running. | 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 | |
+| container.runtime | Runtime managing this container. | keyword | |
+| data_stream.dataset | Data stream dataset name. | constant_keyword | |
+| data_stream.namespace | Data stream namespace. | constant_keyword | |
+| data_stream.type | Data stream type. | constant_keyword | |
+| dataset.name | Dataset name. | constant_keyword | |
+| dataset.namespace | Dataset namespace. | constant_keyword | |
+| dataset.type | Dataset 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 | |
+| host | A host is defined as a general computing instance. ECS host.\* fields should be populated with details about the host on which the event happened, or from which the measurement was taken. Host types include hardware, virtual machines, Docker containers, and Kubernetes nodes. | group | |
+| 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.address | Service address | 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 | |
 
 
 `compute_vm`