added dockerfile

Dockerfile

@@ -0,0 +1,15 @@
+FROM python:3.10
+
+COPY src /app/src/
+COPY artifacts/model.pkl /app/artifacts/model.pkl
+COPY artifacts/preprocessor.pkl /app/artifacts/preprocessor.pkl
+COPY templates /app/templates
+COPY application.py /app/application.py
+COPY requirements.txt /app/requirements.txt
+
+
+WORKDIR /app
+
+
+RUN pip install -r requirements.txt
+CMD python application.py

application.py

@@ -43,4 +43,4 @@ def predict_datapoint():
         raise CustomException(e,sys)
     
 if __name__ == '__main__':
-    app.run(host='0.0.0.0')
+    app.run(host='0.0.0.0',port=5000)

requirements.txt

@@ -26,7 +26,6 @@ kiwisolver==1.4.5
 MarkupSafe==2.1.3
 matplotlib==3.7.2
 matplotlib-inline==0.1.6
--e .
 nest-asyncio==1.5.7
 numpy==1.25.2
 packaging==23.1