Monitor Azure Cosmos DB

  • Article

This article describes:

  • The types of monitoring data you can collect for this service.
  • How to analyze that data.

Note

If you're already familiar with this service and/or Azure Monitor and just want to know how to analyze monitoring data, see the Analyze section near the end of this article.

When you have critical applications and business processes that rely on Azure resources, you need to monitor and get alerts for your system. The Azure Monitor service collects and aggregates metrics and logs from every component of your system. Azure Monitor provides you with a view of availability, performance, and resilience, and notifies you of issues. You can use the Azure portal, PowerShell, Azure CLI, REST API, or client libraries to set up and view monitoring data.

Insights

Some services in Azure have a built-in monitoring dashboard in the Azure portal that provides a starting point for monitoring your service. These dashboards are called insights, and you can find them in the Insights Hub of Azure Monitor in the Azure portal.

Azure Cosmos DB insights

Azure Cosmos DB insights is a feature based on the workbooks feature of Azure Monitor. Use Azure Cosmos DB insights for a view of the overall performance, failures, capacity, and operational health of all your Azure Cosmos DB resources in a unified interactive experience.

For more information about Azure Cosmos DB insights, see the following articles:

Resource types

Azure uses the concept of resource types and IDs to identify everything in a subscription. Azure Monitor similarly organizes core monitoring data into metrics and logs based on resource types, also called namespaces. Different metrics and logs are available for different resource types. Your service might be associated with more than one resource type.

Resource types are also part of the resource IDs for every resource running in Azure. For example, one resource type for a virtual machine is Microsoft.Compute/virtualMachines. For a list of services and their associated resource types, see Resource providers. For more information about the resource types for Azure Cosmos DB, see Azure Cosmos DB monitoring data reference.

Data storage

For Azure Monitor:

  • Metrics data is stored in the Azure Monitor metrics database.
  • Log data is stored in the Azure Monitor logs store. Log Analytics is a tool in the Azure portal that can query this store.
  • The Azure activity log is a separate store with its own interface in the Azure portal.
  • You can optionally route metric and activity log data to the Azure Monitor logs database store so you can query the data and correlate it with other log data using Log Analytics.

For detailed information on how Azure Monitor stores data, see Azure Monitor data platform.

Azure Monitor platform metrics

Azure Monitor provides platform metrics for most services. These metrics are:

  • Individually defined for each namespace.
  • Stored in the Azure Monitor time-series metrics database.
  • Lightweight and capable of supporting near real-time alerting.
  • Used to track the performance of a resource over time.

Collection: Azure Monitor collects platform metrics automatically. No configuration is required.

Routing: You can also usually route platform metrics to Azure Monitor logs / Log Analytics so you can query them with other log data. For more information, see the Metrics diagnostic setting. For how to configure diagnostic settings for a service, see Create diagnostic settings in Azure Monitor.

For a list of all metrics it's possible to gather for all resources in Azure Monitor, see Supported metrics in Azure Monitor.

Azure Monitor collects Azure Cosmos DB metrics by default. You don't need to explicitly configure anything. Most of the metrics are available from the Azure Cosmos DB portal page or from the Azure Monitor page. By default, the metrics are collected with one-minute granularity. The granularity might vary based on the metric you choose. For more information on the default retention period, see Azure Monitor metrics retention

Azure Cosmos DB server-side metrics include throughput, storage, availability, latency, consistency, and system level metrics. On the client side, you can collect details for request charge, activity ID, exception and stack trace information, HTTP status and substatus code, and diagnostic string. By default, these metrics have a retention period of seven days. You can use this data to debug issues or if you need to contact the Azure Cosmos DB support team.

The dimension values for the metrics, such as container name, are case insensitive. This situation can result in confusion or collision of telemetry and actions on containers with such names. Use case insensitive comparison when doing string comparisons on these dimension values.

For a list of available metrics for Azure Cosmos DB, see Azure Cosmos DB monitoring data reference.

Custom metrics

You can also send your own metrics into the Azure Monitor Metrics database by using the Azure Monitor REST API. Then you can view them in the Azure portal and alert on them like any other metrics. For more information, see Collect custom metrics from Azure resources.

Azure Monitor resource logs

Resource logs provide insight into operations that were done by an Azure resource. Logs are generated automatically, but you must route them to Azure Monitor logs to save or query them. Logs are organized by category. A given namespace might have multiple resource log categories.

Collection: Resource logs aren't collected and stored until you create a diagnostic setting and route the logs to one or more locations. When you create a diagnostic setting, you specify which categories of logs to collect. There are multiple ways to create and maintain diagnostic settings, including the Azure portal, programmatically, and though Azure Policy.

Routing: The suggested default is to route resource logs to Azure Monitor Logs so you can query them with other log data. Other locations such as Azure Storage, Azure Event Hubs, and certain Microsoft monitoring partners are also available. For more information, see Azure resource logs and Resource log destinations.

For detailed information about collecting, storing, and routing resource logs, see Diagnostic settings in Azure Monitor.

For a list of all available resource log categories in Azure Monitor, see Supported resource logs in Azure Monitor.

All resource logs in Azure Monitor have the same header fields, followed by service-specific fields. The common schema is outlined in Azure Monitor resource log schema.

You can monitor diagnostic logs from your Azure Cosmos DB account and create dashboards from Azure Monitor. Data such as events and traces that occur at a second granularity are stored as logs. For example, if the throughput of a container changes, the properties of an Azure Cosmos DB account change. The logs capture these events. You can analyze these logs by running queries on the gathered data.

For the available resource log categories, their associated Log Analytics tables, and the logs schemas for Azure Cosmos DB, see Azure Cosmos DB monitoring data reference.

Azure activity log

The activity log contains subscription-level events that track operations for each Azure resource as seen from outside that resource; for example, creating a new resource or starting a virtual machine.

Collection: Activity log events are automatically generated and collected in a separate store for viewing in the Azure portal.

Routing: You can send activity log data to Azure Monitor Logs so you can analyze it alongside other log data. Other locations such as Azure Storage, Azure Event Hubs, and certain Microsoft monitoring partners are also available. For more information on how to route the activity log, see Overview of the Azure activity log.

Analyze monitoring data

There are many tools for analyzing monitoring data.

Azure Monitor tools

Azure Monitor supports the following basic tools:

Tools that allow more complex visualization include:

  • Dashboards that let you combine different kinds of data into a single pane in the Azure portal.
  • Workbooks, customizable reports that you can create in the Azure portal. Workbooks can include text, metrics, and log queries.
  • Grafana, an open platform tool that excels in operational dashboards. You can use Grafana to create dashboards that include data from multiple sources other than Azure Monitor.
  • Power BI, a business analytics service that provides interactive visualizations across various data sources. You can configure Power BI to automatically import log data from Azure Monitor to take advantage of these visualizations.

Azure Monitor export tools

You can get data out of Azure Monitor into other tools by using the following methods:

To get started with the REST API for Azure Monitor, see Azure monitoring REST API walkthrough.

Analyze Azure Cosmos DB metrics

You can use Azure Monitor Metrics Explorer to analyze metrics for Azure Cosmos DB with metrics from other Azure services by selecting Metrics under Monitoring in your Azure Cosmos DB account portal navigation. For more information about how to use metrics explorer, see Analyze metrics with Azure Monitor metrics explorer.

You can monitor server-side latency, request unit usage, and normalized request unit usage for your Azure Cosmos DB resources. You can select metrics specific to request units, storage, latency, availability, Cassandra, and others.

On the client side, you can debug issues by collecting metrics for request charge, activity ID, exception and stack trace information, HTTP status and substatus code, and diagnostic string.

For more information and detailed instructions, see the following articles:

For a list of all resource metrics supported in Azure Monitor, see Supported Azure Monitor metrics. For a list of the platform metrics collected for Azure Cosmos DB, see Monitoring Azure Cosmos DB data reference metrics.

Monitor Azure Cosmos DB programmatically

The account level metrics available in the portal, such as account storage usage and total requests, aren't available by using the API for NoSQL. However, you can retrieve usage data at the collection level by using the API for NoSQL. To retrieve collection level data, use one of the following approaches:

To access more metrics, use the Azure Monitor SDK. Available metric definitions can be retrieved by using this format:

https://management.chinacloudapi.cn/subscriptions/{SubscriptionId}/resourceGroups/{ResourceGroup}/providers/Microsoft.DocumentDb/databaseAccounts/{DocumentDBAccountName}/providers/microsoft.insights/metricDefinitions?api-version=2018-01-01

To retrieve individual metrics, use the following format:

https://management.chinacloudapi.cn/subscriptions/{SubscriptionId}/resourceGroups/{ResourceGroup}/providers/Microsoft.DocumentDb/databaseAccounts/{DocumentDBAccountName}/providers/microsoft.insights/metrics?timespan={StartTime}/{EndTime}&interval={AggregationInterval}&metricnames={MetricName}&aggregation={AggregationType}&`$filter={Filter}&api-version=2018-01-01

To learn more, see Azure monitoring REST API.

Analyze Azure Cosmos DB logs

Data in Azure Monitor Logs is stored in tables. Each table has its own set of unique properties. All resource logs in Azure Monitor have the same fields followed by service-specific fields. The common schema is outlined in Azure Monitor resource log schema.

For the types of resource logs collected for Azure Cosmos DB, see Azure Cosmos DB monitoring data reference.

See the following articles for more information about working with Azure Monitor Logs for Azure Cosmos DB:

Kusto queries

You can analyze monitoring data in the Azure Monitor Logs / Log Analytics store by using the Kusto query language (KQL).

Important

When you select Logs from the service's menu in the portal, Log Analytics opens with the query scope set to the current service. This scope means that log queries will only include data from that type of resource. If you want to run a query that includes data from other Azure services, select Logs from the Azure Monitor menu. See Log query scope and time range in Azure Monitor Log Analytics for details.

For a list of common queries for any service, see the Log Analytics queries interface.

Prior to using Log Analytics to issue Kusto queries, you must enable diagnostic logs for control plane operations. When you enable diagnostic logs, you select between storing your data in resource-specific tables or the single AzureDiagnostics table (legacy). The exact text of Kusto queries depends on the collection mode you select.

Here are some queries that you can enter into the Log search search bar to help you monitor your Azure Cosmos DB resources.

To query for all control-plane logs from Azure Cosmos DB:

CDBControlPlaneRequests

To query for all data-plane logs from Azure Cosmos DB:

CDBDataPlaneRequests

To query for a filtered list of data-plane logs, specific to a single resource:

CDBDataPlaneRequests
| where AccountName=="<account-name>"

To get a count of data-plane logs, grouped by resource:

CDBDataPlaneRequests
| summarize count() by AccountName

To generate a chart for data-plane logs, grouped by the type of operation:

CDBDataPlaneRequests
| summarize count() by OperationName
| render piechart

For Kusto queries you can use to troubleshoot issues with Azure Cosmos DB, see the following articles:

These examples are just a small sampling of the rich queries you can run in Azure Monitor by using the Kusto Query Language (KQL). For more examples, see samples for Kusto queries.

Alerts

Azure Monitor alerts proactively notify you when specific conditions are found in your monitoring data. Alerts allow you to identify and address issues in your system before your customers notice them. For more information, see Azure Monitor alerts.

There are many sources of common alerts for Azure resources. For examples of common alerts for Azure resources, see Sample log alert queries. The Azure Monitor Baseline Alerts (AMBA) site provides key alert metrics, dashboards, and guidelines for Azure Landing Zone (ALZ) scenarios.

The common alert schema standardizes the consumption of Azure Monitor alert notifications. For more information, see Common alert schema.

Types of alerts

You can alert on any metric or log data source in the Azure Monitor data platform. There are many different types of alerts depending on the services you're monitoring and the monitoring data you're collecting. Different types of alerts have various benefits and drawbacks. For more information, see Choose the right monitoring alert type.

The following list describes the types of Azure Monitor alerts you can create:

  • Metric alerts evaluate resource metrics at regular intervals. Metrics can be platform metrics, custom metrics, logs from Azure Monitor converted to metrics, or Application Insights metrics. Metric alerts can also apply multiple conditions and dynamic thresholds.
  • Log alerts allow users to use a Log Analytics query to evaluate resource logs at a predefined frequency.
  • Activity log alerts trigger when a new activity log event occurs that matches defined conditions. Resource Health alerts and Service Health alerts are activity log alerts that report on your service and resource health.

Some Azure services also support smart detection alerts, Prometheus alerts, or recommended alert rules.

For some services, you can monitor at scale by applying the same metric alert rule to multiple resources of the same type that exist in the same Azure region. Individual notifications are sent for each monitored resource. For supported Azure services and clouds, see Monitor multiple resources with one alert rule.

Azure Cosmos DB alert rules

The following table lists some common and recommended alert rules for Azure Cosmos DB.

Alert type Condition Description
Rate limiting on request units (metric alert) Dimension name: StatusCode, Operator: Equals, Dimension values: 429 Alerts if the container or a database has exceeded the provisioned throughput limit.
Region failed over Operator: Greater than, Aggregation type: Count, Threshold value: 1 When a single region is failed over. This alert is helpful if you didn't enable service-managed failover.
Rotate keys (activity log alert) Event level: Informational, Status: started Alerts when the account keys are rotated. You can update your application with the new keys.

For more information and instructions on creating alerts for Azure Cosmos DB, see Create alert on metrics. To create an alert to monitor if storage for a logical partition key is approaching 20 GB, see Create alert on logical partition key size.

Advisor recommendations

For some services, if critical conditions or imminent changes occur during resource operations, an alert displays on the service Overview page in the portal. You can find more information and recommended fixes for the alert in Advisor recommendations under Monitoring in the left menu. During normal operations, no advisor recommendations display.

For more information on Azure Advisor, see Azure Advisor overview.

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