Collect application insights metrics from Azure Monitor with Elastic Agent.
What is an Elastic integration?
This integration is powered by Elastic Agent. Elastic Agent is a single, unified way to add monitoring for logs, metrics, and other types of data to a host. It can also protect hosts from security threats, query data from operating systems, forward data from remote services or hardware, and more. Refer to our documentation for a detailed comparison between Beats and Elastic Agent.
Prefer to use Beats for this use case? See Filebeat modules for logs or Metricbeat modules for metrics.
See the integrations quick start guides to get started:
The Application Insights Integration allows users to retrieve application insights metrics from specified applications.
Application ID
:: ([]string) ID of the application. This is Application ID from the API Access settings blade in the Azure portal.
Api Key
:: ([]string) The API key which will be generated. See Azure Monitor Log Analytics API Overview for more information.
The integration contains the following data streams:
Users can retrieve any application insights metrics and make use of the filters below in order to concentrate on the type of data they want to collect.
Metrics
:: List of different metrics to collect information
id
:: ([]string) IDs of the metrics that's being reported. Usually, the id is descriptive enough to help identify what's measured.
A list of metric names can be entered as well.
Default metrics include a curated selection of requests counters, performance, and service availability. See the Microsoft Azure Metrics web page for a list of the available options.
interval
:: (string) The time interval to use when retrieving metric values. This is an ISO8601 duration.
If interval is omitted, the metric value is aggregated across the entire timespan.
If interval is supplied, the result may adjust the interval to a more appropriate size based on the timespan used for the query.
aggregation
:: ([]string) The aggregation to use when computing the metric values.
To retrieve more than one aggregation at a time, separate them with a comma.
If no aggregation is specified, then the default aggregation for the metric is used.
segment
:: ([]string) The name of the dimension to segment the metric values by.
This dimension must be applicable to the metric you are retrieving.
In this case, the metric data will be segmented in the order the dimensions are listed in the parameter.
top
:: (int) The number of segments to return. This value is only valid when segment is specified.
order_by
:: (string) The aggregation function and direction to sort the segments by.
This value is only valid when segment is specified.
filter
:: (string) An expression used to filter the results.
This value should be a valid OData filter expression where the keys of each clause should be applicable dimensions for the metric you are retrieving.
Example configuration:
- id: ["requests/count", "requests/failed"]
segment: "request/name"
aggregation: ["sum"]
Will retrieve application related state metrics.
Costs: Metric queries are charged based on the number of standard API calls. See Azure Monitor pricing for more information.
An example event for app_insights
looks as following:
{
"agent": {
"hostname": "docker-fleet-agent",
"name": "docker-fleet-agent",
"id": "d979a8cf-ddeb-458f-9019-389414e0ab47",
"ephemeral_id": "4162d5df-ab00-4c1b-b4f3-7db2e3b599d4",
"type": "metricbeat",
"version": "7.15.0"
},
"elastic_agent": {
"id": "d979a8cf-ddeb-458f-9019-389414e0ab47",
"version": "7.15.0",
"snapshot": true
},
"cloud": {
"provider": "azure"
},
"@timestamp": "2021-08-23T14:37:42.268Z",
"ecs": {
"version": "1.12.0"
},
"service": {
"type": "azure"
},
"data_stream": {
"namespace": "default",
"type": "metrics",
"dataset": "azure.app_insights"
},
"host": {
"hostname": "docker-fleet-agent",
"os": {
"kernel": "4.19.128-microsoft-standard",
"codename": "Core",
"name": "CentOS Linux",
"family": "redhat",
"type": "linux",
"version": "7 (Core)",
"platform": "centos"
},
"containerized": true,
"ip": [
"192.168.96.7"
],
"name": "docker-fleet-agent",
"id": "1642d255f9a32fc6926cddf21bb0d5d3",
"mac": [
"02:42:c0:a8:60:07"
],
"architecture": "x86_64"
},
"metricset": {
"period": 300000,
"name": "app_insights"
},
"event": {
"duration": 503187300,
"agent_id_status": "verified",
"ingested": "2021-08-23T14:37:41Z",
"module": "azure",
"dataset": "azure.app_insights"
},
"azure": {
"app_insights": {
"end_date": "2021-08-23T14:37:42.268Z",
"start_date": "2021-08-23T14:32:42.268Z"
},
"metrics": {
"requests_count": {
"sum": 4
}
},
"application_id": "42cb59a9-d5be-400b-a5c4-69b0a0026ac6",
"dimensions": {
"request_name": "GET Home/Index",
"request_url_host": "demoappobs.azurewebsites.net"
}
}
}
Exported fields
Field | Description | Type |
---|---|---|
@timestamp | Event timestamp. | date |
azure.app_state.browser_timings_network_duration.avg | Browser timings network duration | float |
azure.app_state.browser_timings_processing_duration.avg | Browser timings processing duration | float |
azure.app_state.browser_timings_receive_duration.avg | Browser timings receive duration | float |
azure.app_state.browser_timings_send_duration.avg | Browser timings send duration | float |
azure.app_state.browser_timings_total_duration.avg | Browser timings total duration | float |
azure.app_state.end_date | The end date | date |
azure.app_state.exceptions_browser.sum | Exception count at browser level | float |
azure.app_state.exceptions_count.sum | Exception count | float |
azure.app_state.exceptions_server.sum | Exception count at server level | float |
azure.app_state.performance_counters_memory_available_bytes.avg | Performance counters memory available bytes | float |
azure.app_state.performance_counters_process_cpu_percentage.avg | Performance counters process cpu percentage | float |
azure.app_state.performance_counters_process_cpu_percentage_total.avg | Performance counters process cpu percentage total | float |
azure.app_state.performance_counters_process_private_bytes.avg | Performance counters process private bytes | float |
azure.app_state.performance_counters_processiobytes_per_second.avg | Performance counters process IO bytes per second | float |
azure.app_state.requests_count.sum | Request count | float |
azure.app_state.requests_failed.sum | Request failed count | float |
azure.app_state.sessions_count.unique | Session count | float |
azure.app_state.start_date | The start date | date |
azure.app_state.users_authenticated.unique | Authenticated users count | float |
azure.app_state.users_count.unique | User count | float |
azure.application_id | The application ID | keyword |
azure.dimensions.* | Azure metric dimensions. | flattened |
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. | flattened |
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 |
Version | Details |
---|---|
1.0.5 | Enhancement View pull request Added categories and/or subcategories. |
1.0.4 | Bug fix View pull request Fix misspelled field name in the app_state data stream. |
1.0.3 | Enhancement View pull request Updated Readme |
1.0.2 | Enhancement View pull request Add documentation for multi-fields |
1.0.1 | Enhancement View pull request Remove beta release tag from data streams |
1.0.0 | Enhancement View pull request Move azure_application_insights package to GA |
0.3.1 | Enhancement View pull request Update to ECS 8.0 |
0.3.0 | Enhancement View pull request Support Kibana 8.0 |
0.2.1 | Enhancement View pull request Uniform with guidelines |
0.2.0 | Enhancement View pull request Update to ECS 1.12.0 |
0.1.0 | Enhancement View pull request initial release |