debug cicd.yaml

.github/workflows/cicd.yaml

@@ -90,6 +90,6 @@ jobs:
             aws ecr get-login-password --region eu-north-1 | docker login --username AWS --password-stdin 843369994444.dkr.ecr.eu-north-1.amazonaws.com
             
             docker pull 843369994444.dkr.ecr.eu-north-1.amazonaws.com/text-classification:latest
-            # docker stop text-classification || true
-            # docker rm text-classification || true
-            sudo docker run -d -p 80:5000 -e DAGSHUB_PAT= ${{ secrets.DAGSHUB_PAT }} --name text-classification 843369994444.dkr.ecr.eu-north-1.amazonaws.com/text-classification:latest
+            docker stop text-classification || true
+            docker rm text-classification || true
+            docker run -d -p 80:5000 -e DAGSHUB_PAT=${{ secrets.DAGSHUB_PAT }} --name text-classification 843369994444.dkr.ecr.eu-north-1.amazonaws.com/text-classification:latest

Dockerfile

@@ -1,15 +1,28 @@
-FROM python:3.10-slim
+#multistage build to reduce image size
+
+FROM python:3.10 AS build
 
 WORKDIR /app
 
-COPY flask_app/ /app/
+COPY flask_app/requirements.txt /app/
 
+#install only neccessary libraries
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY flask_app/ /app/
 COPY models/vectorizer.pkl /app/models/vectorizer.pkl
 
-RUN pip install -r requirements.txt
+RUN python -m nltk.downloader stopwords wordnet
+
+#--------------------------------------------------------------------------------------------
+
+FROM python:3.10-slim AS final
+
+WORKDIR /app
 
-RUN python -m nltk.downloader stopwords wordnet 
+#copy only neccesary files from the build stage
+COPY --from=build /app /app
 
 EXPOSE 5000
 
-CMD ["gunicorn","-b","0.0.0.0:5000","app:app"]
+CMD ["gunicorn","--bind","0.0.0.0:5000","--timeout","120","app:app"]