init repo

Dockerfile

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+FROM python:3.10
+
+WORKDIR /home/app
+
+RUN apt-get update \
+    && apt-get install -y --no-install-recommends nano unzip curl \
+    && rm -rf /var/lib/apt/lists/*
+
+COPY . . 
+
+RUN curl -fsSL https://get.deta.dev/cli.sh | sh
+
+RUN curl "https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip" -o "awscliv2.zip"
+RUN unzip awscliv2.zip
+RUN ./aws/install
+
+COPY requirements.txt /dependencies/requirements.txt
+RUN pip install -r /dependencies/requirements.txt
+
+ENV AWS_ACCESS_KEY_ID=$AWS_ACCESS_KEY_ID
+ENV AWS_SECRET_ACCESS_KEY=$AWS_SECRET_ACCESS_KEY
+ENV BACKEND_STORE_URI=$BACKEND_STORE_URI
+ENV ARTIFACT_STORE_URI=$ARTIFACT_STORE_URI
+
+CMD mlflow server -p $PORT \
+    --host 0.0.0.0 \
+    --backend-store-uri $BACKEND_STORE_URI \
+    --default-artifact-root $ARTIFACT_STORE_URI

requirements.txt

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+boto3
+mlflow==2.21.3
+scikit-learn==1.4.2
+requests>=2.31.0,<3
+pandas 
+gunicorn
+psycopg2-binary