🎉 First commit

docker/airflow/Dockerfile

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+FROM apache/airflow:2.10.1-python3.9
+# Install python packages
+COPY ./requirements.txt /code/requirements.txt
+#RUN pip install --user --upgrade pip
+RUN pip install -r /code/requirements.txt

docker/airflow/requirements.txt

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+mlflow==2.3.0
+scikit-learn==1.2.2
+scipy==1.11.4
+pandas==1.5.3
+boto3==1.26.121
+requests==2.28.2
+joblib==1.3.0
+apache-airflow-providers-mysql==5.7.0

docker/fast_api/Dockerfile

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+FROM python:3.9
+# Install python packages
+COPY ./requirements.txt /code/requirements.txt
+RUN pip install -r /code/requirements.txt

docker/fast_api/requirements.txt

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+mlflow==2.3.0
+fastapi>=0.68.0,<0.69.0
+uvicorn>=0.15.0,<0.16.0
+scikit-learn==1.2.2
+numpy==1.24.3
+pandas==1.5.3
+scipy==1.11.4
+psutil==5.9.5
+typing_extensions==4.11.0
+boto3==1.26.121
+mysql-connector-python==8.4.0

docker/jupyter/Dockerfile

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+FROM python:3.9
+# Install python packages
+COPY ./requirements.txt /code/requirements.txt
+RUN pip install -r /code/requirements.txt

docker/jupyter/requirements.txt

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+mlflow==2.3.0
+jupyter==1.0.0
+jupyterlab==3.6.1
+pandas==1.5.3
+scikit-learn==1.4.2
+scipy==1.11.4
+boto3==1.26.121
+requests==2.28.2
+joblib==1.3.0

docker/mlflow/Dockerfile

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+FROM python:3.10-slim-buster
+# Install python packages
+COPY ./requirements.txt /code/requirements.txt
+RUN pip install -r /code/requirements.txt

docker/mlflow/requirements.txt

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+mlflow==2.3.0
+boto3==1.26.121
+pymysql==1.1.1