crunch-cli

CrunchDAO CLI

This Python library is designed for the CrunchDAO Platform, offering convenient access to competition's data and enabling effortless submission. When utilized in the command-line interface (CLI), its goal is to deliver a user experience akin to GitHub, enabling you to seamlessly push the code from your local environment.

Installation

Use pip to install the crunch-cli.

pip install crunch-cli --upgrade

Usage

import crunch
crunch = crunch.load_notebook()

# Getting the data
X_train, y_train, X_test = crunch.load_data()

crunch.load_data() accept arguments for read_parquet.

crunch.load_data(
  engine="fastparquet"
)

Submit with Crunch CLI

Usage: crunch push [OPTIONS]

  Send the new submission of your code.

Options:
  -m, --message TEXT      Specify the change of your code. (like a commit
                          message)

  -e, --main-file TEXT    Entrypoint of your code.  [default: main.py]
  --model-directory TEXT  Directory where your model is stored.  [default:
                          resources]

  --help                  Show this message and exit.

Detecting the environment

Detecting whether you are running inside the runner or not, allows you to configure your program more precisely.

import crunch

if crunch.is_inside_runner:
  print("running inside the runner")
else:
  print("running elsewhere")

  model.enable_debug()
  logger.set_level("TRACE")

Competition Links

• Competition Platform
• ADIA Lab Market Prediction Competition
• see more

Contributing

Pull requests are always welcome! If you find any issues or have suggestions for improvements, please feel free to submit a pull request or open an issue in the GitHub repository.

License

MIT