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Dockerfile

@@ -11,4 +11,4 @@ RUN pip install --no-cache-dir -r requirements.txt
 COPY superkart_model_v1_0.joblib /app/superkart_model_v1_0.joblib
 COPY app.py  /app/app.py
 
-CMD ["gunicorn", "-w", "4", "-b", "0.0.0.0:$PORT", "app:app"]
+CMD ["gunicorn", "-w", "4", "-b", "0.0.0.0:5000", "app:app"]

app.py

@@ -87,4 +87,4 @@ def predict():
 if __name__ == '__main__':
     # This block is typically used when running the Flask app directly
     # For deployment with Gunicorn/other WSGI servers, this might be removed or modified
-    # app.run(host='0.0.0.0', port=int(os.environ.get('PORT', 5000)))
+    app.run(host='0.0.0.0', port=int(os.environ.get('PORT', 5000)))

dockerfile

@@ -0,0 +1,14 @@
+
+FROM python:3.9
+
+RUN useradd -m -u 1000 user
+USER user
+ENV PATH="/home/user/.local/bin:$PATH"
+
+WORKDIR /app
+
+COPY --chown=user ./requirements.txt requirements.txt
+RUN pip install --no-cache-dir --upgrade -r requirements.txt
+
+COPY --chown=user . /app
+CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]