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Appsilon/dataflows-workflow

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Dependencies

  • python3.5
  • python3.5-dev
  • pip3.5
sudo apt-get install python3.5 python3.5-dev python3-pip
sudo ln -s /usr/bin/pip3 /usr/bin/pip3.5

Installation

  • Install dependencies
    • For Ubuntu: sudo ./install/install-ubuntu-dependencies.sh
  • Install Dataflows:
    • cd [dataflows-dir] && sudo ./install.sh
    • or sudo ./install.sh [path-to-dataflows-dir]

Mac OS X

In case of problems with rpy2 library, please look at: https://gist.github.com/nickgravish/7ab136fc3bcbbac8316b

Try running: env CC=/usr/local/Cellar/gcc/7.2.0/bin/gcc-7 ./install.sh

Running

  • Run workflow: dataflows [workflow] [args...]
  • Workflow help: dataflows [workflow] -h
  • General help: dataflows -h
  • Show parsed dataflows.yml: dataflows -c
  • Show version: dataflows -v

Examples:

  • dataflows train --model_parameters=1 --data=3 --sessionId=my_session
  • dataflows predict --pathRData=/code/.RData --pathPredictionData=/code/input/data.csv

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