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app.py
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app.py
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import argparse
from flask import Flask, render_template, request
from onnx_modifier import onnxModifier
app = Flask(__name__)
onnx_modifier = None
@app.route('/')
def index():
return render_template('index.html')
@app.route('/open_model', methods=['POST'])
def open_model():
# https://blog.miguelgrinberg.com/post/handling-file-uploads-with-flask
onnx_file = request.files['file']
global onnx_modifier
onnx_modifier = onnxModifier.from_name_protobuf_stream(
onnx_file.filename, onnx_file.stream)
return 'OK', 200
@app.route('/download', methods=['POST'])
def modify_and_download_model():
modify_info = request.get_json()
global onnx_modifier
onnx_modifier.reload() # allow downloading for multiple times
onnx_modifier.modify(modify_info)
save_path = onnx_modifier.check_and_save_model()
return save_path
def parse_args():
parser = argparse.ArgumentParser()
parser.add_argument('--host', type=str, default='127.0.0.1',
help='The hostname to listen on. \
Set this to "0.0.0.0" to have the server available externally as well')
parser.add_argument('--port', type=int, default=5000,
help='The port of the webserver. Defaults to 5000.')
parser.add_argument('--debug', type=bool, default=False,
help='Enable or disable debug mode.')
args = parser.parse_args()
return args
def main():
args = parse_args()
app.run(host=args.host, port=args.port, debug=args.debug)
if __name__ == '__main__':
main()