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app.py
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44 lines (37 loc) · 1.45 KB
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from flask_restful import Resource, Api, reqparse
from flask import Flask, request, jsonify
from flask_cors import CORS
import pandas as pd
from werkzeug.utils import secure_filename
import os
UPLOAD_FOLDER = os.getcwd()+'/uploads/'
ALLOWED_EXTENSIONS = set(['txt', 'pdf', 'png', 'jpg', 'jpeg', 'csv'])
app = Flask(__name__)
app.secret_key = os.urandom(24)
app.config['UPLOAD_FOLDER'] = UPLOAD_FOLDER
api = Api(app)
CORS(app)
parser = reqparse.RequestParser()
class DeepTracer(Resource):
def allowed_file(self, filename):
return '.' in filename and filename.rsplit('.', 1)[1].lower() in ALLOWED_EXTENSIONS
def post(self):
parser.add_argument('split',type=str)
parser.add_argument('model',type=str)
args = parser.parse_args()
split = args['split']
model = args['model']
file = request.files['file']
if file and self.allowed_file(file.filename):
filename = secure_filename(file.filename)
file.save(os.path.join(app.config['UPLOAD_FOLDER'], filename))
data = pd.read_csv(os.path.join(app.config['UPLOAD_FOLDER'], filename))
data = data.head().to_json(orient='index')
os.remove(os.path.join(app.config['UPLOAD_FOLDER'], filename))
fs = "Uploaded"
else:
fs = "Not Uploaded"
return {'split':split, 'model': model, 'file': fs, 'data': data}
api.add_resource(DeepTracer, '/')
if __name__ == '__main__':
app.run()