add build.yaml Dockerfile app.py requirements.txt

.gitea/workflows/build.yaml

@@ -0,0 +1,47 @@
+name: Build
+run-name: ${{ github.actor }} is upgrade release 🚀
+on: [push]
+env:
+  REPOSITORY: ${{ github.repository }}
+  COMMIT_ID: ${{ github.sha }}
+jobs:
+  Build-Deploy-Actions:
+    runs-on: ubuntu-latest
+    steps:
+      - run: echo "🎉 The job was automatically triggered by a ${{ github.event_name }} event."
+      - run: echo "🐧 This job is now running on a ${{ runner.os }} server hosted by Gitea!"
+      - run: echo "🔎 The name of your branch is ${{ github.ref }} and your repository is ${{ github.repository }}."
+      - name: Check out repository code
+        uses: actions/checkout@v3
+      -
+        name: Setup Git LFS
+        run: |
+          git lfs install
+          git lfs fetch
+          git lfs checkout                    
+      - name: List files in the repository
+        run: |
+                                        ls ${{ github.workspace }}
+      -
+        name: Docker Image Info
+        id: image-info
+        run: |
+          echo "::set-output name=image_name::$(echo $REPOSITORY | tr '[:upper:]' '[:lower:]')"
+          echo "::set-output name=image_tag::${COMMIT_ID:0:10}"                    
+      -
+        name: Login to Docker Hub
+        uses: docker/login-action@v2
+        with:
+          registry: artifacts.iflytek.com
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v2
+      -
+        name: Build and push
+        run: |
+          docker version
+          docker buildx build -t artifacts.iflytek.com/docker-private/atp/${{ steps.image-info.outputs.image_name }}:${{ steps.image-info.outputs.image_tag }} . --file ${{ github.workspace }}/Dockerfile --load
+          docker push artifacts.iflytek.com/docker-private/atp/${{ steps.image-info.outputs.image_name }}:${{ steps.image-info.outputs.image_tag }}
+          docker rmi artifacts.iflytek.com/docker-private/atp/${{ steps.image-info.outputs.image_name }}:${{ steps.image-info.outputs.image_tag }}                    
+      - run: echo "🍏 This job's status is ${{ job.status }}."

Dockerfile

@@ -0,0 +1,10 @@
+FROM python:3.8.13
+
+WORKDIR /app
+
+COPY . /app
+
+RUN pip config set global.index-url https://pypi.mirrors.ustc.edu.cn/simple 
+RUN pip install -r requirements.txt
+
+CMD ["python", "app.py"]

app.py

@@ -0,0 +1,50 @@
+import gradio as gr
+from transformers import pipeline
+from gradio.themes.utils import sizes
+
+
+theme = gr.themes.Default(radius_size=sizes.radius_none).set(
+    block_label_text_color = '#4D63FF',
+    block_title_text_color = '#4D63FF',
+    button_primary_text_color = '#4D63FF',
+    button_primary_background_fill='#FFFFFF',
+    button_primary_border_color='#4D63FF',
+    button_primary_background_fill_hover='#EDEFFF',
+)
+
+
+sentimentPipeline = pipeline("zero-shot-classification", model="cross-encoder/nli-distilroberta-base")
+
+def sentiment_analysis(text, labels):
+    candidate_labels = labels.split(',') 
+    results = sentimentPipeline(text, candidate_labels)
+
+    total_results = ""
+    index = 0
+
+    for candidate_label in candidate_labels:
+        total_results += f"Sentiment: {results.get('labels')[index]}, Score: {results.get('scores')[index]}"
+        total_results += '\r\n'
+        index += 1
+
+    return total_results
+
+with gr.Blocks(theme=theme, css="footer {visibility: hidden}") as demo:
+    gr.Markdown("""
+    <div align='center' ><font size='60'>文本情感分析</font></div>
+    """)
+    with gr.Row():
+        with gr.Column():
+            text = gr.Textbox(label="文本")
+            label = gr.Textbox(label="标签")
+            with gr.Row():
+                button = gr.Button("提交", variant="primary")
+        box2 = gr.Textbox(label="文本")
+
+    button.click(fn=sentiment_analysis, inputs=[text, label], outputs=box2)
+    examples = gr.Examples(examples=[['Apple just announced the newest iPhone X', 'technology, sports, politics'], ['Last week I upgraded my iOS version and ever since then my phone has been overheating whenever I use your app.', 'mobile, website, billing, account access']],  inputs=[text, label], label="例子")
+    
+
+if __name__ == "__main__":
+    demo.queue(concurrency_count=3)
+    demo.launch(server_name = "0.0.0.0")

requirements.txt

@@ -0,0 +1,5 @@
+gradio
+transformers==4.27.4
+torch
+Pillow
+tensorflow