Merge pull request #10 from ipranjal/feature/docker_assignment

Feature/docker assignment

.github/workflows/action_demo.yml

@@ -24,6 +24,9 @@ jobs:
         run: python3 digits.py --runs 4 --test_sizes 0.2,0.3 --dev_sizes 0.2 --models svm,tree
       - name: Run test cases
         run: python3 -m pytest
-      - run: echo "This statment is added to echo as part of quiz question 1"
+      - name: Run docker commands
+        run: source ./docker/docker_run.sh
+
+
 
 

docker/Dockerfile

@@ -2,4 +2,4 @@ FROM python:3.9.17
 COPY . /digits/
 RUN pip3 install --no-cache-dir -r /digits/requirements.txt
 WORKDIR /digits
-CMD ["pytest"]
+CMD ["python3","digits.py","--runs=1","--test_size=0.2","--dev_size=0.3","--models=svm,tree"]

docker/docker_run.sh

@@ -0,0 +1,7 @@
+# Build the docker file 
+docker build -t digits:v1 -f ./docker/Dockerfile .
+# Create out volume
+docker volume create mltrain
+# Mount our volume to models directory (where train data is stored)
+docker run -v mltrain:/digits/models digits:v1
+