Do we have any service in Hortonworks which captures the Performance metrics and generate the Dashboards
I am in the process of developing a metrics center module(Capturing performance metrics), which will capture all the job details, counter details and its elapsed times, so that we will analyse the job performances by specifying simple inputs like Start and end date, Job type(PIG/HIVE/HBASE), project type(any project level Prefixed Tag).. etc.
Ambari metrics captures a lot of performance metrics from all HDP components. The graphs and charts that you see on ambari UI is coming from ambari metrics. With ambari 2.2.2, you have grafana that give you even more flexibility on how you query and display metrics.