positron-networks 0.1.13

Run experiments on the Positron Cloud

Positron Networks

This package facilitates interacting with the Positron Supercompute infrastructure.

Installation

Install the package from PyPi:

pip install positron_networks

Getting Started

Log in to your account

positron login

Create a python file and decorate it.

from positron_networks import positron_sync

@positron_sync(
    institution="Positron",
    funding_group='Funding group 1',
    environment = 'T4 GPU',
    image = 'pytorch-training:2.2.0-cpu-py310-ubuntu20.04-ec2',
)
def main():
    print("Running my function")

if __name__ == "__main__":
    main()

Deploy the job

python main.py --positron-deploy

Positron CLI Usage

Explore the help dialogs.

positron --help

positron run-job --help

Job Types

Generic Job

Defined in job_config.yaml as a commands block.

Example at test/cli.

Run with positron run-job

Decorator Job

Defined as a python native decorator.

Example at test/decorator/test.py.

Run with python test.py --positron-deploy

Rather than specify configuration options in the src code, you can put them in job_config.yaml.

Example at test/decorator/with_config/.

Positron Job Runner

Located at app/positron_job_runner, this get's deployed as positron-job-runner and is used in the deployed container to launch the user's project.

Testing

See test/job_runner/.

Copy .env.example to .env and follow comments to populate the vars.

Run ./run-test.sh or ./run-test.bat. This script launches a prod-like container environment and runs the latest job-runner code from source.

Configuration

Ensure you have a configuration file located at ~/.positron/config.ini with the following structure:

[DEFAULT]
userauthtoken = your_user_auth_token

Troubleshooting

OS X

Error

NotOpenSSLWarning: urllib3 v2 only supports OpenSSL 1.1.1+, currently the 'ssl' module is compiled with 'LibreSSL 2.8.3'.

Solution

Install openssl

$ brew install openssl
$ brew --prefix openssl
> /opt/homebrew/opt/openssl@3

$ export PATH="/opt/homebrew/opt/openssl@3/bin:$PATH" \
export LDFLAGS="-L/opt/homebrew/opt/openssl@3/lib" \
export CPPFLAGS="-I/opt/homebrew/opt/openssl@3/include" \
export PKG_CONFIG_PATH="/opt/homebrew/opt/openssl@3/lib/pkgconfig"

$ openssl version
> OpenSSL 3.3.1 4 Jun 2024 (Library: OpenSSL 3.3.1 4 Jun 2024)

Reinstall python with new openssl lib

# install pyenv to use to install python
brew install pyenv

# Add this to your shell config (example .bashrc)
export PATH="$HOME/.pyenv/bin:$PATH"
eval "$(pyenv init --path)"
eval "$(pyenv init -)"

source ~/.bashrc

# Install
CONFIGURE_OPTS="--with-openssl=$(brew --prefix openssl)" pyenv install 3.9.6
pyenv global 3.9.6

Verify openssl will be used

python -c "import ssl; print(ssl.OPENSSL_VERSION)"
> OpenSSL 3.3.1 4 Jun 2024

Release

Update version in setup.py.

Commit with message: Update version: v<version>

Tag the repo with v<version>-alpha. This will publish to test.pypi and produce an alpha env compatible package.

Tag the repo with v<version>. This will publish to pypi and produce a beta env compatible package.

Installing For Environments

# DEV
pip install --force-reinstall --index-url https://test.pypi.org/simple/ --extra-index-url https://pypi.org/simple/ --pre positron-networks

# ALPHA
pip install --force-reinstall --index-url https://test.pypi.org/simple/ --extra-index-url https://pypi.org/simple/ positron-networks

# BETA
pip install --force-reinstall positron-networks

License

This project is licensed under the Apache 2 License. See the LICENSE file for details.