def allparam():
data = request.get_json()
print(data)
print type(data)
train_number = int(data['conditions'][0]['train'])
train_class = data['conditions'][1]['class']
quota = data['conditions'][2]['quota']
hours = int(data['hours_before'])
waiting_list = int(data['waiting_list'])
indv_prediction = getPrediction([{'train': train_number}, {'class': train_class}, {'quota' : quota}], hours, waiting_list, socket)
a = indv_prediction
del a['data']
del a['message']
del a['prediction_val']
a['index'] = data['index']
print(a['probability'])
if a['probability']<41:
print("Reached")
orig = data['from']
source = data['to']
origIATA = mydict[orig]
sourceIATA = mydict[source]
surl = 'http://api.sandbox.amadeus.com/v1.2/airports/autocomplete?apikey=u24iOTgpuRfGjF0SOSAhJyYKAj7myKPu&term=' + sourceIATA
ourl = 'http://api.sandbox.amadeus.com/v1.2/airports/autocomplete?apikey=u24iOTgpuRfGjF0SOSAhJyYKAj7myKPu&term=' + origIATA
s = requests.get(surl)
o = requests.get(ourl)
print s.content
print o.content
s = json.loads(s.content)
o = json.loads(o.content)
s = s[0]['value']
o = o[0]['value']
date = data['date']
url = 'http://api.sandbox.amadeus.com/v1.2/flights/extensive-search?origin=' + o + '&destination=' + s + '&departure_date=' + date + '&one-way=true&apikey=u24iOTgpuRfGjF0SOSAhJyYKAj7myKPu'
print(url)
f = requests.get(url)
a['flight'] = json.loads(f.content)
# resp = Response(jsonify(**a))
# resp.headers['Access-Control-Allow-Origin'] = '*'
return jsonify(**a)
#writer = csv.writer(ofile, delimiter='\t', quotechar='"', quoting=csv.QUOTE_ALL)
#writer.writerow(['pnr', 'train', 'class', 'quota', 'hours', 'wl', 'original status', 'original prediction', 'new prediction', 'new status'])
predictions = prediction_db.find({'status' : {'$in':['failure', 'success']}}).sort([('boarding_time',1)])
i=0
success = 0
failure = 0
orig_succes = 0
orig_failure = 0
for row in predictions:
print i
train_number = row['train']
train_class = row['class']
quota = row['quota']
hours = row['hours_before']
waiting_list = row['waiting_list']
indv_prediction = getPrediction([{'train': train_number}, {'class': train_class}, {'quota' : quota}], hours, waiting_list, socket)
if row['status'] == 'failure':
orig_failure += 1
if indv_prediction["prediction_val"] == 0 :
new_prediction = 'na'
elif indv_prediction["prediction_val"] * row['prediction'] < 0: #in db positive means success, in prediction positive means no chance of booking
new_prediction = 'success'
success += 1
else:
new_prediction = 'failure'
failure += 1
elif row['status'] == 'success':
orig_succes += 1
if indv_prediction["prediction_val"] == 0 :
new_prediction = 'na'
def GET(self, train, hours, wl, quota, cl):
print hours
return functions.getPrediction([{'train': train},{'class': cl},{'quota': quota}], int(hours), int(wl))