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Runtime error
Runtime error
Ajeet Singh Raina
commited on
Commit
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78d22e7
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Parent(s):
18fa7e2
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Browse files- Dockerfile +11 -0
- app.py +16 -0
- requirements.txt +1 -0
Dockerfile
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FROM python:3.8
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RUN pip install flask transformers
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COPY . .
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ENV MODEL_NAME bert-base-cased
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ENV API_PORT 8080
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CMD ["python", "app.py"]
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app.py
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from transformers import pipeline
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from flask import Flask, jsonify, request
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app = Flask(__name__)
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nlp = pipeline("fill-mask", model=os.environ['MODEL_NAME'])
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@app.route('/predict', methods=['POST'])
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def predict():
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text = request.json['text']
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result = nlp(text)
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return jsonify(result[0]['sequence'])
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if __name__ == '__main__':
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app.run(port=os.environ['API_PORT'])
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requirements.txt
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flask
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