jenkins-data-science-summary

A python command line tool that can generate a summary report compatible XML file that summarizes data science jobs in Jenkins. See the Jenkins plugin here:

https://wiki.jenkins.io/display/JENKINS/Summary+Display+Plugin

Installation

pip install jdss

Usage

Single build results (e.g. training a model)

Build a report that shows some metrics and some images on multiple tabs:

jdss job --tab metrics.json --tab *.png --names Metrics Images --output ./

This will generate a summary.xml file in the current directory, with two tabs.

Multiple build results (e.g. summarising multiple models)

Summaries multiple jobs in a table:

jdss jobs --url http://jenkins/my-job/ --history 10 --artifact metrics.json

With multiple artifacts:

jdss jobs --url http://jenkins/my-job/ --history 10 --artifact metrics1.json metrics2.json

With job parameters

jdss jobs --url http://jenkins/my-job/ --history 10 --artifact metrics.json --parameters parameter1 parameter2

With Jenkins basic authentication:

jdss jobs --url http://jenkins/my-job/ --history 10 --artifact metrics.json --user user.name --password p4ssword1

Releasing

./release.sh [current-version] [new-version]