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server.py
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server.py
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#!flask/bin/python
from flask import Flask, jsonify, abort, request, make_response, url_for, redirect
import datetime
import prediction
from flask_cors import CORS
def validate_team(team, teams):
return (team in teams)
encoder = prediction.get_encoder(prediction.get_all_teams()["TeamName"].values)
model = prediction.load_model()
app = Flask(__name__, static_url_path='')
CORS(app)
@app.errorhandler(400)
def not_found(error):
return make_response(jsonify( { 'error': 'Bad request' } ), 400)
@app.errorhandler(404)
def not_found(error):
return make_response(jsonify( { 'error': 'Not found' } ), 404)
@app.route('/')
def get_index():
return redirect(url_for('static', filename='index.html'))
@app.route('/api/v1/prediction', methods = ['POST'])
def get_prediction():
print request.json
if not request.json or (not 'home' in request.json or not 'away' in request.json):
abort(400)
home = unicode(request.json['home']).encode('utf-8')
away = unicode(request.json['away']).encode('utf-8')
if not validate_team(home, encoder.classes_):
return make_response(jsonify( { 'error': 'Home team not supported' } ), 400)
if not validate_team(away, encoder.classes_):
return make_response(jsonify( { 'error': 'Away team not supported' } ), 400)
game_prediction = prediction.get_game_prediction(model, encoder, home, away)
print game_prediction
return jsonify({ 'homeTeamWins': round(game_prediction[0], 5), 'draw': round(game_prediction[1], 5), 'awayTeamWins': round(game_prediction[2], 5) }), 200
@app.route('/api/v1/teams', defaults={'year': datetime.datetime.now().year - 1})
@app.route('/api/v1/teams/<year>')
def get_teams(year):
if year < 2010 and year > datetime.datetime.now().year - 1:
return make_response(jsonify( { 'error': 'Year not supported must be between 2010 and ' + str(datetime.datetime.now().year - 1) } ), 403)
teams = prediction.get_teams(year)[["TeamName", "TeamIconUrl"]].values.tolist()
return jsonify([{'teamName': team[0], 'teamIconUrl': team[1]} for team in teams]), 200
if __name__ == '__main__':
app.run(host='0.0.0.0', port = 8080, threaded=True, debug=True)