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kaggle_runner¤

Check main.py or test/test_coord.py for usage. It uses kaggle API to upload your script/notebook to kaggle servers and let the kernel run. And you will get running logs through message queue.

AMQP¤

AMQP is used for logging. Its license needs mention.

Example¤

Use this kaggle competition about Pneumothorax Segmentation as an example. To run the example, you will need a kaggle account and set the kaggle command line tool up. And you issues this command to let it run:

# install kaggle_runner, which will pull kaggle command line tool as the dependency
pip install kaggle_runner

# put your kaggle API token to the right place
cat > ~/.kaggle/kaggle.json <<EOF
{
  "username": "YOUR_KAGGLE_USER_NAME",
  "key": "YOUR_KAGGLE_API_ACCESS_TOKEN",
}
EOF

# kaggle_runner will use kaggle API to push the template kernel codes to kaggle server and wait message back
python -m kaggle_runner

A demo:

  1. #0 Left panel: tcpserver listen for reverse shells
  2. #1 Upper panel: Logs from interactive session to our tcpserver which receive logs
  3. #2 Second upper panel: AMQP logs received
  4. #3 Main panel: vim window
  5. #4 Right bottom panel: logged in reverse shell for commit session

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