kaggle-downloader

A wrapper around the Kaggle CLI to download multiple kernels at once.

Installation

1. Grab the latest release of Python.
2. Install this tool with pip install kaggle-downloader.
3. Follow the steps from the Kaggle API documentation to create an API token. We never access this directly but let the official Kaggle API take care of authentication.

Usage

usage: kaggle-downloader [-h] {competition-refs,kernel-refs,kernels} ...

Download kernels from Kaggle.

positional arguments:
  {competition-refs,kernel-refs,kernels}
    competition-refs    Fetch competition references.
    kernel-refs         Fetch kernel references for a list of competition references.
    kernels             Fetch kernels for a list of kernel references.

optional arguments:
  -h, --help            show this help message and exit

Getting to the actual kernels takes three steps:

1. Get a list of references to competitions:

   usage: kaggle-downloader competition-refs [-h] -o OUT
   
   optional arguments:
     -h, --help         show this help message and exit
     -o OUT, --out OUT  Output file.
   

2. Get a list of references to kernels:

   usage: kaggle-downloader kernel-refs [-h] -c COMPETITIONS -e EXCLUDE -o OUT
   
   optional arguments:
     -h, --help            show this help message and exit
     -c COMPETITIONS, --competitions COMPETITIONS
                           File with list of competitions references.
     -e EXCLUDE, --exclude EXCLUDE
                           File with list of competitions references to exclude. Gets updated with competitions as they are processed.
     -o OUT, --out OUT     Output directory.
   

3. Get kernels themselves:

   usage: kaggle-downloader kernels [-h] -k KERNELS -e EXCLUDE -o OUT
   
   optional arguments:
     -h, --help            show this help message and exit
     -k KERNELS, --kernels KERNELS
                           Directory with files containing a list of kernel references.
     -e EXCLUDE, --exclude EXCLUDE
                           File with list of kernel references to exclude. Gets updated with kernels as they are processed.
     -o OUT, --out OUT     Output directory.
   
   

Example usage

# Step 1:
kaggle-downloader competition-refs -o data/competition-refs.txt

# Step 2:
kaggle-downloader kernel-refs -c data/competition-refs.txt -e data/excluded-competition-refs.txt -o data/kernel-refs

# Step 3:
kaggle-downloader kernels -k data/kernel-refs -e data/excluded-kernel-refs.txt -o data/kernels

For developers

1. Grab the latest release of Python.
2. Install poetry.
3. Run poetry install in the root of the repository.
4. Set the Python interpreter in your IDE to the virtual environment that was created.