clearml-serving/clearml_serving/serving/entrypoint.sh

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#!/bin/bash
# print configuration
echo CLEARML_SERVING_TASK_ID="$CLEARML_SERVING_TASK_ID"
echo CLEARML_SERVING_PORT="$CLEARML_SERVING_PORT"
echo EXTRA_PYTHON_PACKAGES="$EXTRA_PYTHON_PACKAGES"
echo CLEARML_SERVING_NUM_PROCESS="$CLEARML_SERVING_NUM_PROCESS"
echo CLEARML_SERVING_POLL_FREQ="$CLEARML_SERVING_POLL_FREQ"
GUNICORN_NUM_PROCESS="${CLEARML_SERVING_NUM_PROCESS:-4}"
GUNICORN_SERVING_PORT="${CLEARML_SERVING_PORT:-8080}"
echo GUNICORN_NUM_PROCESS="$GUNICORN_NUM_PROCESS"
echo GUNICORN_SERVING_PORT="$GUNICORN_SERVING_PORT"
# we should also have clearml-server configurations
if [ ! -z "$EXTRA_PYTHON_PACKAGES" ]
then
python3 -m pip install $EXTRA_PYTHON_PACKAGES
fi
# start service
PYTHONPATH=$(pwd) python3 -m gunicorn \
--preload clearml_serving.serving.main:app \
--workers $GUNICORN_NUM_PROCESS \
--worker-class uvicorn.workers.UvicornWorker \
--bind 0.0.0.0:$GUNICORN_SERVING_PORT