feat: OCR 이미지

Author: son-daehyeon

.github/workflows/deploy.yaml

@@ -0,0 +1,36 @@
+name: Deploy to ECR
+
+on:
+  push:
+    branches:
+      - develop
+
+concurrency:
+  group: deploy-to-ecr
+  cancel-in-progress: true
+
+jobs:
+  deploy:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
+      - name: AWS Credentials Configuration
+        uses: aws-actions/configure-aws-credentials@v4
+        with:
+          aws-region: ${{ secrets.AWS_REGION }}
+          aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
+          aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
+
+      - name: Login to Amazon ECR
+        uses: aws-actions/amazon-ecr-login@v2
+
+      - name: Build and push Docker image
+        run: |
+          docker build -t classpick/ocr .
+          docker tag classpick/ocr ${{ secrets.AWS_ECR_URL }}/classpick/ocr:${{ github.sha }}
+          docker push ${{ secrets.AWS_ECR_URL }}/classpick/ocr:${{ github.sha }}

.gitignore

@@ -0,0 +1,3 @@
+.idea/
+*.iml
+.DS_Store

Dockerfile

@@ -0,0 +1,30 @@
+FROM public.ecr.aws/sam/build-python3.9 AS builder
+
+RUN yum install -y gcc gcc-c++ make libgomp libSM libXrender libXext mesa-libGL-devel python3-devel \
+    && yum clean all
+
+WORKDIR /build
+
+COPY Pipfile Pipfile.lock ./
+
+RUN pip3 install pipenv \
+    && pipenv requirements > requirements.txt \
+    && pip3 install --target /install --no-cache-dir -r requirements.txt \
+    && python3 - <<EOF
+from paddleocr import PaddleOCR
+PaddleOCR(use_angle_cls=True, lang="korean")
+EOF
+
+
+FROM public.ecr.aws/lambda/python:3.9
+
+RUN yum install -y libgomp libSM libXrender libXext mesa-libGL \
+    && yum clean all
+
+WORKDIR /var/task
+
+COPY --from=builder /install /var/task
+
+COPY app.py ./
+
+CMD ["app.lambda_handler"]

Pipfile

@@ -0,0 +1,18 @@
+[[source]]
+name = "pypi"
+url = "https://pypi.org/simple"
+verify_ssl = true
+
+[packages]
+paddleocr = "*"
+opencv-python-headless = "*"
+requests = "*"
+numpy = "*"
+paddlepaddle = "*"
+boto3 = "*"
+
+[dev-packages]
+
+[requires]
+python_version = "3.9"
+python_full_version = "3.9.6"