pynavio 0.1.1

Python lib for navio

pynavio

Python lib for navio

• Free software: MIT license

Features

• Pynavio.mlflow.to_navio function calls mlflow.pyfunc.save_model function, saving a model zip file as required by navio.

• Pynavio.infer_external_dependencies is a helper function that infers the external dependencies based on the file path. For its limitations please refer to its doc string.

• Pynavio.infer_imported_code_path is a helper function that infers the imported code paths based on the file path and the root path. For its limitations please refer to its doc string.

• Pynavio.make_example_request generates a request schema for a navio model from data.

Installation for development

• Create dedicated virtual environment: conda create –name pynavio pip python=3.6

• run:

  $ TODO: add git repo here
  $ make install (Uses pip to install package only in environment)

• To install requirements necessary for development run:

  $ pip install -r requirements_dev.txt

Versioning

Run (replace “part” with either major, minor or patch):

$ bumpversion part

Deploying

Run (replace part with either major, minor or patch):

$ bumpversion part
$ git push
$ git push --tags
$ make release

Examples

To build all example models, use:

$ cd scripts && make

Credits

This package was created with Cookiecutter and the audreyr/cookiecutter-pypackage project template.

Examples/models uses code parts from Open Source project mjain72/Condition-monitoring-of-hydraulic-systems-using-xgboost-modeling.

Examples/models uses code parts from Open Source project https://www.kaggle.com/maciejautuch/car-price-prediction

History

0.0.1 (2021-09-07)

• First release on PyPI.