ML & data helper code!
Project description
ML & data helper code!
Jakub Langr (c) 2021
TODO: Central Data Repository
As a PM, I want to be able to quickly look at all the data we have on S3 with sample images.
* Needs a DB
* Needs a way of sampling
As a MLE,
Installation
$ pip install data-toolkit
Development
This project includes a number of helpers in the Makefile
to streamline common development tasks.
Environment Setup
The following demonstrates setting up and working with a development environment:
### create a virtualenv for development
$ make virtualenv
$ source env/bin/activate
### run dt cli application
$ dt --help
### run pytest / coverage
$ make test
Releasing to PyPi
Before releasing to PyPi, you must configure your login credentials:
~/.pypirc:
[pypi]
username = YOUR_USERNAME
password = YOUR_PASSWORD
Then use the included helper function via the Makefile
:
$ make dist
$ make dist-upload
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