Monitoring Azure Queue Storage
When you have critical applications and business processes that rely on Azure resources, you want to monitor those resources for their availability, performance, and operation. This article describes the monitoring data that's generated by Azure Queue Storage and how you can use the features of Azure Monitor to analyze alerts on this data.
The Overview page in the Azure portal for each Queue Storage resource includes a brief view of the resource usage, such as requests and hourly billing. This information is useful, but only a small amount of the monitoring data is available. Some of this data is collected automatically and is available for analysis as soon as you create the resource. You can enable additional types of data collection with some configuration.
What is Azure Monitor?
Azure Queue Storage creates monitoring data by using Azure Monitor, which is a full stack monitoring service in Azure. Azure Monitor provides a complete set of features to monitor your Azure resources as well as resources in other clouds and on-premises.
Start with Monitor Azure resources with Azure Monitor which describes the following:
- What is Azure Monitor?
- Costs associated with monitoring
- Monitoring data collected in Azure
- Configuring data collection
- Standard tools in Azure for analyzing and alerting on monitoring data
The following sections build on this article by describing the specific data gathered from Azure Storage. Examples show how to configure data collection and analyze this data with Azure tools.
Azure Queue Storage collects the same kinds of monitoring data as other Azure resources, which are described in Monitoring data from Azure resources.
See Azure Queue Storage monitoring data reference for detailed information on the metrics and logs metrics created by Azure Queue Storage.
Metrics and logs in Azure Monitor support only Azure Resource Manager storage accounts. Azure Monitor doesn't support classic storage accounts. If you want to use metrics or logs on a classic storage account, you need to migrate to an Azure Resource Manager storage account. See Migrate to Azure Resource Manager.
You can continue using classic metrics and logs if you want to. In fact, classic metrics and logs are available in parallel with metrics and logs in Azure Monitor. The support remains in place until Azure Storage ends the service on legacy metrics and logs.
Collection and routing
Platform metrics and the activity log are collected automatically, but can be routed to other locations by using a diagnostic setting.
Resource Logs are not collected and stored until you create a diagnostic setting and route them to one or more locations.
To collect resource logs, you must create a diagnostic setting. When you create the setting, choose queue as the type of storage that you want to enable logs for. Then, specify one of the following categories of operations for which you want to collect logs.
|StorageRead||Read operations on objects.|
|StorageWrite||Write operations on objects.|
|StorageDelete||Delete operations on objects.|
See Create diagnostic setting to collect platform logs and metrics in Azure for the detailed process for creating a diagnostic setting using the Azure portal, CLI, and PowerShell. You can also find links to information about how to create a diagnostic setting by using an Azure Resource Manager template or an Azure Policy definition.
For general destination limitations, see Destination limitations. The following limitations apply only to monitoring Azure Storage accounts.
You can't send logs to the same storage account that you are monitoring with this setting.
This would lead to recursive logs in which a log entry describes the writing of another log entry. You must create an account or use another existing account to store log information.
You can't set a retention policy.
If you archive logs to a storage account, you can manage the retention policy of a log container by defining a lifecycle management policy. To learn how, see Optimize costs by automating Azure Blob Storage access tiers.
If you send logs to Log Analytics, you can manage the data retention period of Log Analytics at the workspace level or even specify different retention settings by data type. To learn how, see Change the data retention period.
For a list of all Azure Monitor support metrics, which includes Azure Queue Storage, see Azure Monitor supported metrics.
You can analyze metrics for Azure Storage with metrics from other Azure services by using Azure Metrics Explorer. Open Metrics Explorer by choosing Metrics from the Azure Monitor menu. For details on using this tool, see Getting started with Azure Metrics Explorer.
This example shows how to view Transactions at the account level.
For metrics that support dimensions, you can filter the metric with the desired dimension value. This example shows how to view Transactions at the account level on a specific operation by selecting values for the API Name dimension.
For a complete list of the dimensions that Azure Storage supports, see Metrics dimensions.
Metrics for Azure Queue Storage are in these namespaces:
You can access resource logs either as a blob in a storage account, as event data, or through Log Analytic queries. For information about how to find those logs, see Azure resource logs.
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. The schema for Azure Queue Storage resource logs is found in Azure Queue Storage monitoring data reference.
To get the list of SMB and REST operations that are logged, see Storage logged operations and status messages.
Log entries are created only if there are requests made against the service endpoint. For example, if a storage account has activity in its file endpoint but not in its table or queue endpoints, only logs that pertain to the Azure Queue service are created. Azure Storage logs contain detailed information about successful and failed requests to a storage service. This information can be used to monitor individual requests and to diagnose issues with a storage service. Requests are logged on a best-effort basis.
Log entries are created only if there are requests made against the service endpoint. For example, if a storage account has activity in its queue endpoint but not in its table or blob endpoints, only logs that pertain to Queue Storage are created. Azure Storage logs contain detailed information about successful and failed requests to a storage service. This information can be used to monitor individual requests and to diagnose issues with a storage service. Requests are logged on a best-effort basis.
The Activity log is a type of platform log located in Azure that provides insight into subscription-level events. You can view it independently or route it to Azure Monitor Logs, where you can do much more complex queries using Log Analytics.
Log authenticated requests
The following types of authenticated requests are logged:
- Successful requests
- Failed requests, including timeout, throttling, network, authorization, and other errors
- Requests that use a shared access signature (SAS) or OAuth, including failed and successful requests
- Requests to analytics data (classic log data in the $logs container and class metric data in the $metric tables)
Requests made by the Queue Storage service itself, such as log creation or deletion, aren't logged. For a full list of the logged data, see Storage logged operations and status messages and Storage log format.
Log anonymous requests
The following types of anonymous requests are logged:
- Successful requests
- Server errors
- Time out errors for both client and server
GETrequests with the error code 304 (
Sample Kusto queries
If you send logs to Log Analytics, you can access those logs by using Azure Monitor log queries. For more information, see Log Analytics tutorial.
Here are some queries that you can enter in the Log search bar to help you monitor your queues. These queries work with the new language.
When you select Logs from the storage account resource group menu, Log Analytics is opened with the query scope set to the current resource group. This means that log queries will only include data from that resource group. If you want to run a query that includes data from other resources or 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.
Use these queries to help you monitor your Azure Storage accounts:
To list the 10 most common errors over the last three days.
StorageQueueLogs | where TimeGenerated > ago(3d) and StatusText !contains "Success" | summarize count() by StatusText | top 10 by count_ desc
To list the top 10 operations that caused the most errors over the last three days.
StorageQueueLogs | where TimeGenerated > ago(3d) and StatusText !contains "Success" | summarize count() by OperationName | top 10 by count_ desc
To list the top 10 operations with the longest end-to-end latency over the last three days.
StorageQueueLogs | where TimeGenerated > ago(3d) | top 10 by DurationMs desc | project TimeGenerated, OperationName, DurationMs, ServerLatencyMs, ClientLatencyMs = DurationMs - ServerLatencyMs
To list all operations that caused server-side throttling errors over the last three days.
StorageQueueLogs | where TimeGenerated > ago(3d) and StatusText contains "ServerBusy" | project TimeGenerated, OperationName, StatusCode, StatusText
To list all requests with anonymous access over the last three days.
StorageBlobLogs | where TimeGenerated > ago(3d) and AuthenticationType == "Anonymous" | project TimeGenerated, OperationName, AuthenticationType, Uri
To create a pie chart of operations used over the last three days.
StorageQueueLogs | where TimeGenerated > ago(3d) | summarize count() by OperationName | sort by count_ desc | render piechart
Azure Monitor alerts proactively notify you when important conditions are found in your monitoring data. They allow you to identify and address issues in your system before your customers notice them. You can set alerts on metrics, logs, and the activity log.
The following table lists some example scenarios to monitor and the proper metric to use for the alert:
|Scenario||Metric to use for alert|
|Queue Storage service is throttled.||Metric: Transactions
Dimension name: Response type
|Queue Storage requests are successful 99% of the time.||Metric: Availability
Dimension names: Geo type, API name, Authentication
|Queue Storage egress has exceeded 500 GiB in one day.||Metric: Egress
Dimension names: Geo type, API name, Authentication
Does Azure Storage support metrics for managed disks or unmanaged disks?
No. Compute instances support the metrics on disks. For more information, see Per disk metrics for managed and unmanaged disks.
Get started with any of these guides.
|Monitor, diagnose, and troubleshoot your Azure Storage||Troubleshoot storage account issues (contains step-by-step guidance).|
|Monitor storage with Azure Monitor Storage insights||A unified view of storage performance, capacity, and availability|
|Getting started with Azure Metrics Explorer||A tour of Metrics Explorer.|
|Overview of Log Analytics in Azure Monitor||A tour of Log Analytics.|
|Azure Monitor Metrics overview||The basics of metrics and metric dimensions|
|Azure Monitor Logs overview||The basics of logs and how to collect and analyze them|
|Transition to metrics in Azure Monitor||Move from Storage Analytics metrics to metrics in Azure Monitor.|
|Azure Queue Storage monitoring data reference||A reference of the logs and metrics created by Azure Queue Storage|
|Troubleshoot performance issues||Common performance issues and guidance about how to troubleshoot them.|
|Troubleshoot availability issues||Common availability issues and guidance about how to troubleshoot them.|
|Troubleshoot client application errors||Common issues with connecting clients and how to troubleshoot them.|