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Build-Deploy-Actions Details

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jianjiang 2023-04-21 18:06:39 +08:00
commit dbd558b3cd
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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 }}."

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Dockerfile Normal file
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#FROM python:3.8.13
FROM artifacts.iflytek.com/docker-private/atp/base_image_for_ailab:0.0.1
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"]

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app.py Normal file
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import gradio as gr
from transformers import pipeline
import torch
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',
)
model_name = 'google/pegasus-cnn_dailymail'
summarization_model = pipeline('summarization', model=model_name, tokenizer=model_name, device=0 if torch.cuda.is_available() else -1)
def generate_abstractive_summary(text, type, min_len=120, max_len=512, **kwargs):
text = text.strip().replace("\n", " ")
if type == "top_p":
text = summarization_model(text, min_length=min_len,
max_length=max_len,
top_k=50, top_p=0.95, clean_up_tokenization_spaces=True, truncation=True, **kwargs)
elif type == "greedy":
text = summarization_model(text, min_length=min_len,
max_length=max_len, clean_up_tokenization_spaces=True, truncation=True, **kwargs)
elif type == "top_k":
text = summarization_model(text, min_length=min_len, max_length=max_len, top_k=50,
clean_up_tokenization_spaces=True, truncation=True, **kwargs)
elif type == "beam":
text = summarization_model(text, min_length=min_len,
max_length=max_len,
clean_up_tokenization_spaces=True, truncation=True, **kwargs)
summary = text[0]['summary_text'].replace("<n>", " ")
return summary
def sentiment_analysis(text):
summary_content = generate_abstractive_summary(text, type="beam", do_sample=True, num_beams=15,no_repeat_ngram_size=4)
return summary_content
demo = gr.Interface(fn=sentiment_analysis,
inputs='text',
outputs='text',
examples=[['The tower is 324 metres (1,063 ft) tall, about the same height as an 81-storey building, and the tallest structure in Paris. Its base is square, measuring 125 metres (410 ft) on each side. During its construction, the Eiffel Tower surpassed the Washington Monument to become the tallest man-made structure in the world, a title it held for 41 years until the Chrysler Building in New York City was finished in 1930. It was the first structure to reach a height of 300 metres. Due to the addition of a broadcasting aerial at the top of the tower in 1957, it is now taller than the Chrysler Building by 5.2 metres (17 ft). Excluding transmitters, the Eiffel Tower is the second tallest free-standing structure in France after the Millau Viaduct.']],
theme = theme,
title = "摘要"
)
if __name__ == "__main__":
demo.queue(concurrency_count=10)
demo.launch(server_name = "0.0.0.0")