manue commited on
Commit
7106645
·
1 Parent(s): 74b7079

Add initial project files including Dockerfile, app, sentiment model, requirements, and .gitignore

Browse files
Files changed (5) hide show
  1. .gitignore +2 -0
  2. Dockerfile +12 -0
  3. app.py +22 -0
  4. model/sentiment.py +8 -0
  5. requirements.txt +0 -0
.gitignore ADDED
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+ env/
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+ __pycache__/
Dockerfile ADDED
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+ FROM python:3.9-slim
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+
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+ WORKDIR /app
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+
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+ COPY . /app
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+
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+ RUN pip install --no-cache-dir -r requirements.txt
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+
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+ EXPOSE 5000
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+ EXPOSE 7860
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+
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+ CMD ["python", "app.py"]
app.py ADDED
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+ from flask import Flask, jsonify, request
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+ from flask_cors import CORS
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+
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+ from model.sentiment import Sentiment
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+ from urllib.parse import unquote
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+
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+ app = Flask(__name__)
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+ CORS(app)
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+
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+ @app.route('/analisis', methods=['GET'])
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+ def analisis():
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+ prompt = request.args.get('prompt')
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+ prompt = unquote(request.args.get('prompt', ''))
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+
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+ if not prompt:
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+ return jsonify({"error": "No prompt provided"}), 400
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+
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+ model = Sentiment(prompt)
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+ return jsonify({"message": model.result}), 200
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+
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+ if __name__ == '__main__':
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+ app.run(debug=True)
model/sentiment.py ADDED
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+ from transformers import pipeline
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+ from typing import Any
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+
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+ class Sentiment:
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+ def __init__(self, line: str) -> (list | list[Any] | Any | None):
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+ self.pipe = pipeline("text-classification", model="MilaNLProc/feel-it-italian-sentiment")
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+ self.result = self.pipe(line)
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+
requirements.txt ADDED
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