Merge pull request #4 from MamMates/#3-recommender-model

[#3] Food Recommendation Model

.github/dependabot.yml

@@ -0,0 +1,17 @@
+version: 2
+updates:
+  - package-ecosystem: "github-actions"
+    directory: "/"
+    schedule:
+      interval: "daily"
+    open-pull-requests-limit: 7
+    commit-message:
+      prefix: "[deps-gh]: "
+
+  - package-ecosystem: "docker"
+    directory: "/"
+    schedule:
+      interval: "daily"
+    open-pull-requests-limit: 7
+    commit-message:
+      prefix: "[deps-docker]: "

.github/workflows/docker.yml

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+name: Publish Docker Image
+
+on:
+  workflow_dispatch:
+  push:
+    branches:
+      - "main"
+    tags:
+      - "v*"
+  pull_request:
+    branches:
+      - "main"
+
+jobs:
+  docker:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+      - name: Docker meta
+        id: meta
+        uses: docker/metadata-action@v5
+        with:
+          images: putuwaw/mammates-food-recommendation
+      - name: Login to DockerHub
+        if: github.event_name != 'pull_request'
+        uses: docker/login-action@v3
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+      - name: Build and push
+        uses: docker/build-push-action@v5
+        with:
+          context: .
+          push: ${{ github.event_name != 'pull_request' }}
+          tags: ${{ steps.meta.outputs.tags }}
+          labels: ${{ steps.meta.outputs.labels }}

Dockerfile

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+FROM tensorflow/serving:2.14.0
+
+ENV MODEL_NAME=food_rec
+ENV TF_CPP_VMODULE=http_server=1
+
+COPY /model /models/${MODEL_NAME}/1/
+
+CMD ["tensorflow_model_server", "--rest_api_port=8504", "--model_name=food_rec", "--model_base_path=/models/food_rec"]