chaoss.community Meet GrimoireLab Making your life easier ICSME 2018, Madrid (Spain), Sep 25 2018 Jesus M. Gonzalez-Barahona 

chaoss.community /me Like six years ago I was having coffees with the gang of Bitergia founders Involved in the company since then bitergia.com I work at Universidad Rey Juan Carlos... ...researching about software development gsyc.es/~jgb My two hats: 

/Bitergia Software Development Analytics for your peace of mind bitergia.com 

chaoss.community ... Produce integrated, open source software for analyzing software development …. chaoss.community 

chaoss.community When you’re collecting, preparing data for your next paper... 

chaoss.community When you’re collecting, preparing data for your next paper… use some help! 

chaoss.community GrimoireLab Software development analytics with free, open source software (a CHAOSS project) chaoss.github.io/grimoirelab chaoss.github.io/grimoirelab-tutorial 

chaoss.community Software development analytics opnfv.biterg.io chaoss.biterg.io 

chaoss.community GrimoireLab architecture 

chaoss.community Installing from pip $ python3 -m venv /tmp/gl $ source /tmp/gl/bin/activate (gl) $ pip install --upgrade pip setuptools wheel (gl) $ pip install grimoirelab (gl) $ grimoirelab -v chaoss.github.io/grimoirelab-tutorial/basics/install.html 

chaoss.community Running from Docker images docker run -p 5601:5601 -p 9200:9200 -v $(pwd)/credentials.cfg:/override.cfg -t grimoirelab/full credentials.cfg: [github] api-token = XXX 

chaoss.community Architecture: extraction 

chaoss.community Example: Perceval (gl) $ pip install perceval (gl) $ perceval git https://github.com/grimoirelab/perceval (gl) $ perceval github grimoirelab perceval --sleep-for-rate -t XXXXX ... 

chaoss.community Example: Perceval from perceval.backends.core.git import Git repo_url = 'http://github.com/grimoirelab/perceval' repo_dir = '/tmp/perceval' repo = Git(uri=repo_url, gitpath=repo_dir) for commit in repo.fetch(): print(commit['data']['commit']) 

chaoss.community Producing a dashboard (assumes Elasticsearch at http://localhost:9200, Kibiter at http://localhost:5601 ) Prepare: mordred.cfg Prepare: projects.json Maybe: identities.yaml Maybe: menu.yaml (es) mordred -c mordred.cfg chaoss.github.io/grimoirelab-tutorial/sirmordred/dashboard.html 

chaoss.community Using Perceval to compute metrics • Get items from the data source • Store them in a data structure • Compute metrics • You can also use Pandas, of course github.com/chaoss/wg-gmd/blob/master/examples/Code_ Commits.ipynb 

chaoss.community Architecture: enrichment 

chaoss.community Example: item in enriched index 

chaoss.community Computing metrics from enriched indexes • Connect to Elasticsearch indexes (produced with p2o, mordred) • Query them to get items of interest • Compute metrics • You can also use Pandas, of course chaoss.github.io/grimoirelab-tutorial/python/indexes.html 

chaoss.community Architecture: exploitation 

chaoss.community Example: producing a dashboard (es) $ pip install grimoire-mordred (es) $ mordred -c mordred.cfg (assumes Elasticsearch at http://localhost:9200, Kibiter at http://localhost:5601 ) Needs: mordred.cfg, projects.json, identities.yaml, menu.yaml chaoss.github.io/grimoirelab-tutorial/sirmordred/dashboard.html 

chaoss.community GrimoireLab Software development analytics with free, open source software (a CHAOSS project) chaoss.github.io/grimoirelab chaoss.github.io/grimoirelab-tutorial 

chaoss.community License & Attributions “Pain Relief”, by Nick Youngson, Alpha Stock Images, CC by-sa 3.0 “Broken Glass Sadness Disappointment Can't Sad”, from Max Pixel, CC0 Slides licensed under Creative Commons ShareAlike 4.0 (CC by-sa 4.0) Copyright CHAOSS & Jesus M. Gonzalez-Barahona 2018