【应用程序见解 Application Insights】在Application Insights中通过自定义查询结果定义指标并显示在Dashboard中

问题情形

通过Application Insights收集到指标数据后，如Request，Trace，Exception。但是默认的Insights图表不能满足业务的需求，需要自定义相应的类SQL语句并制作图表以便直观的显示，避免每次都需要重新查询数据并转换为图表。

类SQL的查询语句在Applicaiton Insights示例为：

// Response time trend 
// Chart request duration over the last 12 hours. 
requests
| where timestamp > ago(12h) 
| summarize avgRequestDuration=avg(duration) by bin(timestamp, 10m) // use a time grain of 10 minutes
| render timechart

// Operations performance 
// Calculate request count and duration by operations. 
requests
| summarize RequestsCount=sum(itemCount), AverageDuration=avg(duration), percentiles(duration, 50, 95, 99) by operation_Name // you can replace 'operation_Name' with another value to segment by a different property
| order by RequestsCount desc // order from highest to lower (descending)


// Top 10 countries by traffic 
// Chart the amount of requests from the top 10 countries. 
requests
| summarize CountByCountry=count() by client_CountryOrRegion
| top 10 by CountByCountry
| render piechart


// Top 3 browser exceptions 
// What were the highest reported exceptions today? 
exceptions
| where notempty(client_Browser) and client_Type == 'Browser'
| summarize total_exceptions = sum(itemCount) by problemId
| top 3 by total_exceptions desc

// Failed requests – top 10 
// What are the 3 slowest pages, and how slow are they? 
requests
| where success == false
| summarize failedCount=sum(itemCount) by name
| top 10 by failedCount desc
| render barchart

// Failed operations 
// Calculate how many times operations failed, and how many users were impacted. 
requests
| where success == false
| summarize failedCount=sum(itemCount), impactedUsers=dcount(user_Id) by operation_Name
| order by failedCount desc

操作步骤

Application Insights提供了非常简单的办法来完成制作图表的步骤，只需要在Logs页面中，按照上面的类SQL语句写好后，点击右上角的固定到仪表盘(Pin To Dashboard)即可。

参考资料：

创建诊断设置以在 Azure 中收集资源日志和指标：https://docs.azure.cn/zh-cn/azure-monitor/platform/diagnostic-settings