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BDT feature selection

Short description

The tool is built on Django and ElasticSearch as data source. It identifies which job configuration option best determines if a job will fail or not.

Configuration

To configure ElasticSearch you need to drop config file (config.ini) to / directory with following structure:

SECRET_KEY:&y&s3(9b0hvuxi)&ab80grj*^lpd@5665xnu&e+kqq=%+&wn^6
ES_HOSTS:http://localhost:9200/
ES_USER:admin
ES_PASSWORD:123456
ES_INDEX:my-es-index

Requirements

Django==2.2.5
elasticsearch==7.0.4
pytz==2019.2
urllib3==1.25.3

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using BDTs finds the dominant feature in job failures

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