Python module for the CognitiveScale Cortex Cognitive Platform
Project description
Python Module for the Cortex Cognitive Platform
The Cortex Python module provides an API client library to easily integrate with the Cortex Cognitive Platform. Refer to the Cortex documentation for details on how to use the library:
- Developer guide: https://cognitivescale.github.io/cortex-fabric/
- Cortex Python references: https://cognitivescale.github.io/cortex-python/master/
Installation
To install:
> pip install cortex-python
or from source code:
> git clone git@github.com:CognitiveScale/cortex-python.git
> cd cortex-python
> pip install -e .
To install the optional components:
> pip install cortex-python[viz]
> pip install cortex-python[jupyter]
Development
Setup
When developing, it's a best practice to work in a virtual environment. Create and activate a virtual environment:
> virtualenv --python=python3.10 _venv
> source _venv/bin/activate
Install developer dependencies:
> git clone git@github.com:CognitiveScale/cortex-python.git
> cd cortex-python
> make dev.install
Run Developer test and linting tasks: Three types of checks are configured for this:
- symilar - to test code duplication
- pylint - for linting
- pytest - for running the unit tests. These are orchestrated through tox. The tox configuration is available at
tox.ini
There's a convenience Makefile
that has commands to common tasks, such as build, test, etc. Use it!
Testing
Unit Tests
Follow above setup instructions (making sure to be in the virtual environment and having the necessary dependencies)
make test
to run test suite
To run an individual file or class method, use pytest. Example tests shown below:
- file:
pytest test/unit/agent_test.py
- class method:
pytest test/unit/agent_test.py::TestAgent::test_get_agent
Publishing an alpha build
Suppose you want to release new functionality so it can be installed without releasing a new official version. We need to use an alpha version in PyPi.
- we need to create and publish an alpha release:
- get credentials to the
cortex-python
pypi CognitiveScale account (via lastpass) - run
make dev.push
. The alpha pre-release number (the N in X.Y.ZaN) with be determined automatically.
Contribution
After contributing to the library, and before you submit changes as a PR, please do the following
- Run unit tests via
make test
- Manually verification (i.e. try the new changes out in Cortex) to make sure everything is going well. Not required, but highly encouraged.
- Bump up
setup.py
version and update theCHANGELOG.md
Documentation
Activate your virtual environment:
> source _venv/bin/activate
Set up your environment, if you have not done so:
> make dev.install
The package documentation is built with Sphinx and generates versioned documentation for all tag matching the release/X.Y.Z
pattern and for the master
branch. To build the documentation:
> make docs.multi
The documentation will be rendered in HTML format under the docs/_build/${VERSION}
directory.
Pre-release to staging
- Create and push an alpha release:
This will build an alpha-tagged package.> make dev.push
- Merge
develop
tostaging
branch:> make stage
- In GitHub, create a pull request from
staging
tomaster
.
TODO
- extending the client with helpers for cortex resources
- camelcase in pylinyrc
- Update all documentation with proper Sphinx formatting
- Most of the major modules have been fixed except skill.py, model.py
- use exceptions defined in
cortex/exceptions.py
- integrate the cortex-python-profiles package back into the python SDK
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