Upload main.py
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main.py
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from flask import Flask
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from flask_restx import Api, Resource, fields
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from werkzeug.datastructures import FileStorage
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import wav2vec2 as wave
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flask_app = Flask(__name__)
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app = Api(app = flask_app,
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version="1.0",
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title="Model deployment test",
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description="Test your models and feel rad")
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upload_parser = app.parser()
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upload_parser.add_argument('file',
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location='files',
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type=FileStorage)
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model = app.model('Soundfile',
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{'name': fields.String(required = True,
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description="The soudnfile you want to decode",
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help="File is necessary")})
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@app.route('/transcribe', methods=['POST'])
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@app.expect(upload_parser)
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class Transcribe(Resource):
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def post(self):
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args = upload_parser.parse_args()
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file = args.get('file')
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text = wave.predict(file)
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return text
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