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Dockerfile

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+# pull python base image
+FROM python:3.10
+
+ADD requirements.txt requirements.txt
+
+ADD *.whl .
+
+# update pip
+RUN pip install --upgrade pip
+
+# install dependencies
+RUN pip install -r requirements.txt
+
+RUN rm *.whl
+
+# copy application files
+COPY app/. app/.
+
+# expose port for application
+EXPOSE 8001
+
+# start fastapi application
+CMD ["python", "app/main.py"]

requirements.txt

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+uvicorn>=0.16.0,<0.18.0
+fastapi>=0.64.0,<1.0.0
+pydantic #>=1.8.1,<2.0.0
+requests>=2.23.0,<2.24.0
+
+gradio==3.36.1        # gives a friendly web interface
+
+prometheus-client      # for monitoring purpose
+
+# If locally copied whl file inside titanic_model_api then use given below
+titanic_model-0.0.1-py3-none-any.whl
+
+# After uploding your package in PyPI use the given below           PyPI - Python Package Index
+#titanic-model==0.0.1