nickwallen opened a new pull request #1458: METRON-2177 Upgrade Profiler for HBase 2.0.2 URL: https://github.com/apache/metron/pull/1458 This change updates the Profiler to function with HBase 2.0.2. * This PR is for the `feature/METRON-2088-support-HDP-3.1` feature branch. - [ ] This PR is dependent on #1456 . The diff will show those changes here until that PR is merged. - [ ] I need to complete the acceptance testing after #1456 is merged. ## Changes * Added a new method to the Stellar function resolver; `FunctionResolver.withInstance`. This makes it possible to instrument and setup a Stellar function for testing, but also rely on the existing function resolution system for tests. * Altered `HBaseProfilerClient` to use the `HBaseClient` abstraction. * Created the `ProfilerClientFactory` and `HBaseProfilerClientFactory` that contains common code for creating a `ProfilerClient`. This code was being duplicated in some of the different Stellar functions related to the Profiler. This also makes it simpler to test this common code. ## Acceptance Testing 1. Ensure that we can continue to parse, enrich, and index telemetry. Launch the development environment and ensure that telemetry is visible within the Alerts UI. ### Profiler in the REPL 1. Test a profile in the REPL according to [these instructions](https://github.com/apache/metron/tree/master/metron-analytics/metron-profiler-repl#getting-started). ``` [Stellar]>>> values := PROFILER_FLUSH(profiler) [{period={duration=900000, period=1723089, start=1550780100000, end=1550781000000}, profile=hello-world, groups=[], value=4, entity=192.168.138.158}] ``` ### Streaming Profiler 1. Deploy that profile to the Streaming Profiler in Storm. ``` [Stellar]>>> CONFIG_PUT("PROFILER", conf) ``` 1. Wait for the Streaming Profiler in Storm to flush and retrieve the measurement from HBase. For the impatient, you can reset the period duration to 1 minute. Alternatively, you can allow the Profiler topology to work for a minute or two and then kill the `profiler` topology which will force it to flush a profile measurement to HBase. Retrieve the measurement from HBase. Prior to this PR, it was not possible to query HBase from the REPL. ``` [Stellar]>>> PROFILE_GET("hello-world","192.168.138.158",PROFILE_FIXED(30,"DAYS")) [2979] ``` ### Batch Profiler 1. Install Spark using Ambari. 1. Stop Storm, YARN, Elasticsearch, Kibana, and Kafka. 1. Install Spark2 using Ambari. 1. Ensure that Spark can talk with HBase. ``` cp /etc/hbase/conf/hbase-site.xml /etc/spark2/conf/ ``` 1. Use the Batch Profiler to back-fill your profile. To do this, follow the direction [provided here](https://github.com/apache/metron/tree/master/metron-analytics/metron-profiler-spark#getting-started). 1. Retrieve the entire profile, including the back-filled data. ``` [Stellar]>>> PROFILE_GET("hello-world","192.168.138.158",PROFILE_FIXED(30,"DAYS")) [1203, 2849, 2900, 1944, 1054, 1241, 1721] ``` ## Pull Request Checklist - [x] Is there a JIRA ticket associated with this PR? If not one needs to be created at [Metron Jira](https://issues.apache.org/jira/browse/METRON/?selectedTab=com.atlassian.jira.jira-projects-plugin:summary-panel). - [x] Does your PR title start with METRON-XXXX where XXXX is the JIRA number you are trying to resolve? Pay particular attention to the hyphen "-" character. - [x] Has your PR been rebased against the latest commit within the target branch (typically master)? - [x] Have you included steps to reproduce the behavior or problem that is being changed or addressed? - [x] Have you included steps or a guide to how the change may be verified and tested manually? - [x] Have you ensured that the full suite of tests and checks have been executed in the root metron folder via: - [x] Have you written or updated unit tests and or integration tests to verify your changes? - [x] If adding new dependencies to the code, are these dependencies licensed in a way that is compatible for inclusion under [ASF 2.0](http://www.apache.org/legal/resolved.html#category-a)? - [ ] Have you verified the basic functionality of the build by building and running locally with Vagrant full-dev environment or the equivalent?
---------------------------------------------------------------- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: [email protected] With regards, Apache Git Services
