com-enovation 0.0.10

project management toolbox

Versions

• 0.0.5: date predictability - workable version

Command line

From the "source" directory, you can run the below command:

• To compute and persist:

python3 ./enov.py --verbose \
  load-csv -c id -c timestamp -c ps_kick_off_date ~/Documents/07.PRO/04.ENOVATION/2021-06-29.MX.TestFiles/00.pipeline_history.csv df_raw \
  rename-columns -o df_renamed df_raw '{"id":"key","timestamp":"date","ps_kick_off_date":"measure"}' \
  cleanse-null-values -o df_cleansed df_renamed measure \
  compute_date_predictability -o df_predictability df_cleansed \
  write_predictability df_predictability ~/Documents/07.PRO/04.ENOVATION/2021-06-29.MX.TestFiles/jsg.bean.xlsx

• To load persisted predictability, and graph

python3 ./enov.py --verbose \
  load_predictability_bean ~/Documents/07.PRO/04.ENOVATION/2021-06-29.MX.TestFiles/jsg.bean.xlsx df_predictability \
  graph_predictability_into_dash df_predictability

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Steps to produce and publish distribution

• Commands to execute from the root directory com.enovation

Check we have latest versions

• pip: python3 -m pip install --upgrade pip
• build to generate the distribution: python3 -m pip install --upgrade build
• twine to publish to pypi: python3 -m pip install --upgrade twine

Generate and publish the distribution

• build the distribution files and directories: python3 -m build
  • Directories build and dist should be generated
• publish to pypi: python3 -m twine upload --repository pypi dist/*
  • Package viewable at pypi

Install

• load the package on another machine: python3 -m pip install com-enovation
  • You can test by launching a python interpreter: python3
  • And load the package: >>> import com.enovation

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Dependencies

• pandas: to handle dataframes, series, etc
• click: to handle command line
• enlighten: to display a progress bar for lengthy steps
• openpyxl: to handle xlsx files
• xlwt: that is a dependency for pandas.io.excel
• To be decommissioned:
  • scipy: used in old version of data preditability, that used special.psi function

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Pycharm configuration

Unit test configuration

• From menu Run > Edit Configurations...
  • Configuration > Target > Script path: /Users/jsg/PycharmProjects/com.enovation.toolbox/tests
  • Configuration > Working directory: /Users/jsg/PycharmProjects/com.enovation/
  • Configuration > Add content roots to PYTHONPATH: checked
  • Configuration > Add source roots to PYTHONPATH: checked

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Python stuff

To update all packages

• Check all packages are fine: pip check
• List all packages outdated: pip list --outdated
• Update all packages outdated: pip list --outdated --format=freeze | grep -v '^\-e' | cut -d = -f 1 | xargs -n1 pip install -U

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This is a simple example package. You can use Github-flavored Markdown to write your content.

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