def execute_cmd(cmd):
try:
manage_user()
method = get_attr(cmd)
# check if method is whitelisted
if frappe.session['user'] == 'Guest' and (method
not in frappe.guest_methods):
return get_response(message="Not Allowed",
args={"http_status_code": 403})
elif not method in frappe.whitelisted:
return get_response(message="Not Allowed",
args={"http_status_code": 403})
else:
args = get_json_request(frappe.local.form_dict.args)
result = frappe.call(method, args)
if result:
if isinstance(result, dict):
return get_response(message="Success",
status_code=1,
args=result)
else:
return get_response(message="Success", status_code=1)
else:
return get_response(
message="Error occured, Please contact administrator")
except Exception, e:
raise e
def clear_rules():
res = response.get_response(
'GET', 'https://api.twitter.com/2/tweets/search/stream/rules')
response_json = json.loads(res.text)
ids = []
if 'data' in response_json:
for rule in response_json['data']:
ids.append(rule['id'])
response.get_response(
'POST', 'https://api.twitter.com/2/tweets/search/stream/rules',
{'delete': {
'ids': ids
}})
def logout(args):
args = json.loads(args)
try:
if args.get("user") and args.get("sid"):
manage_user()
frappe.local.login_manager.logout()
frappe.db.commit()
print "hello"
return get_response(
message="Logged Out",
status_code=1,
)
else:
raise Exception("Invalid Input")
except frappe.AuthenticationError,e:
return get_response(message="Logout unsuccessful")
def calculateWithK(test_set_by_user=[], k=-1, trainingSet=[]):
if (k == -1):
k = raw_input("Please input K: ")
k = int(k)
global neighbors, accuracy
# data preparation
if (test_set_by_user == -1):
testSet = get_test_set()
else:
testSet = test_set_by_user
trainingSet = get_training_set()
print 'training set --> ' + repr(trainingSet)
print 'testing set --> ' + repr(testSet)
# predictions
predictions = []
for x in range(len(testSet)):
neighbors = get_neighbors(trainingSet, testSet[x], k)
responses_result = get_response(neighbors)
predictions.append(responses_result)
print('> predicted = ' + repr(responses_result) + ', actual = ' + repr(testSet[x][-1]))
# accuracy:
accuracy = get_accuracy(testSet, predictions)
print('Accuracy: ' + repr(accuracy) + '%')
def logout(args):
args = json.loads(args)
try:
if args.get("user") and args.get("sid"):
manage_user()
frappe.local.login_manager.logout()
frappe.db.commit()
print "hello"
return get_response(
message="Logged Out",
status_code=1,
)
else:
raise Exception("Invalid Input")
except frappe.AuthenticationError, e:
return get_response(message="Logout unsuccessful")
def hello(): in_text = request.form["Body"] ph_number = request.form["From"] in_text = in_text.lower() out_text = get_response(in_text) response = twiml.Response() response.message(out_text) return str(response)
def process():
try:
queries = get_json_queries()
response = get_response(queries)
return response
except Exception as e:
#we can log any exception ex: logger.error('Failed to process : '+ str(e))
print("sorry we are unable to process the request ")
def login(args):
args = json.loads(args)
try:
if args.get("user") and args.get("password"):
frappe.clear_cache(user = args["user"])
frappe.local.login_manager.authenticate(args["user"],args["password"])
frappe.local.login_manager.post_login()
return get_response(
message="Logged In",
status_code=1,
args={
"sid":frappe.session.sid,
"user": args.get("user")
}
)
else:
raise Exception("Invalid Input")
except frappe.AuthenticationError,e:
# http_status_code = getattr(e, "http_status_code", 500)
return get_response(message="Authentication Error, Please check user id and password")
def login(args):
args = json.loads(args)
try:
if args.get("user") and args.get("password"):
frappe.clear_cache(user=args["user"])
frappe.local.login_manager.authenticate(args["user"],
args["password"])
frappe.local.login_manager.post_login()
return get_response(message="Logged In",
status_code=1,
args={
"sid": frappe.session.sid,
"user": args.get("user")
})
else:
raise Exception("Invalid Input")
except frappe.AuthenticationError, e:
# http_status_code = getattr(e, "http_status_code", 500)
return get_response(
message="Authentication Error, Please check user id and password")
def main():
training_set, test_set = data.load_dataset('formatted_file.data')
predictions = []
k = 3
for x in range(len(test_set)):
neighbors = ns.get_neighbors(training_set, test_set[x], k)
result = rs.get_response(neighbors)
predictions.append(result[0][0])
print('> predicted = ' + repr(result) + ', actual = ' +
repr(test_set[x][-1]))
accuracy = acc.accuracy(test_set, predictions)
print('Accuracy: ' + repr(accuracy) + '%')
def execute_cmd(cmd):
try:
manage_user()
method = get_attr(cmd)
# check if method is whitelisted
if frappe.session['user'] == 'Guest' and (method not in frappe.guest_methods):
return get_response(message="Not Allowed", args={"http_status_code":403})
elif not method in frappe.whitelisted:
return get_response(message="Not Allowed", args={"http_status_code":403})
else:
args = get_json_request(frappe.local.form_dict.args)
result = frappe.call(method, args)
if result:
if isinstance(result, dict):
return get_response(message="Success", status_code=1, args=result)
else:
return get_response(message="Success", status_code=1)
else:
return get_response(message="Error occured, Please contact administrator")
except Exception, e:
raise e
def generate_recent_tweets_file(cant, search, lang):
if cant <= 10:
tweets_per_request = 10
next_requests = 1
else:
tweets_per_request = 100
next_requests = int(cant / 100)
query = {
'max_results': tweets_per_request,
'query': '{} lang:{}'.format(search, lang),
}
print('Download started')
tmpfile = '.' + str(uuid.uuid4()) + '.txt'
file = open(tmpfile, 'w')
response = get_response(
'GET', 'https://api.twitter.com/2/tweets/search/recent?{}'.format(
urllib.parse.urlencode(query)))
json_response = json.loads(response.text)
file.write('{}\n'.format(json.dumps(json_response['data'])))
for i in range(1, next_requests):
response = get_response(
'GET', 'https://api.twitter.com/2/tweets/search/recent?{}'.format(
urllib.parse.urlencode({
**query,
**{
'next_token': json_response['meta']['next_token']
},
})))
json_response = json.loads(response.text)
file.write('{}\n'.format(json.dumps(json_response['data'])))
file.close()
print('Download done')
os.system('hdfs dfs -rm -f recent.txt')
os.system('hdfs dfs -copyFromLocal ' + tmpfile + ' recent.txt')
os.system('rm -f ' + tmpfile)
def handle():
"""
Handler for `/helpdesk` methods
### Examples:
`/helpdesk/method/{methodname}` will call a whitelisted method
"""
try:
validate_request()
return handler.handle()
except Exception, e:
import traceback
print traceback.format_exc()
return get_response(message=str(e))
def handle():
"""
Handler for `/helpdesk` methods
### Examples:
`/helpdesk/method/{methodname}` will call a whitelisted method
"""
try:
validate_request()
return handler.handle()
except Exception, e:
import traceback
print traceback.format_exc()
return get_response(0, str(e))
def calculateWithKFofGraph(test_set_by_user=[], trainingSet=[], k = 1):
global neighbors, accuracy
testSet = test_set_by_user
# predictions
predictions = []
for x in range(len(testSet)):
neighbors = get_neighbors(trainingSet, testSet[x], k)
responses_result = get_response(neighbors)
predictions.append(responses_result)
print('> predicted = ' + repr(responses_result) + ', actual = ' + repr(testSet[x][-1]))
# accuracy:
accuracy = get_accuracy(testSet, predictions)
print('Accuracy: ' + repr(accuracy) + '%')
return accuracy
def process_input():
filePath = app.config['UPLOAD_PATH'] + str(request.args.get('id'))
timelineJson = get_json_from_path(filePath)
os.remove(filePath) # Delete tempFile once processed
tObj = timelineObject(
timelineJson) # Convert input json into python object
placeVisits = tObj.getPlaceVisits()
placeVisits = filterPlacesStayedLongerThan(placeVisits,
10 * 60 * 1000) #10 minutes
if (request.args.get('uploadOption') == "countyLevel"):
countyMatches = get_county_matches(placeVisits)
return json.dumps({
"uploadOption": "countyLevel",
"placesVisited": placeVisits,
"counties": countyMatches
})
elif (request.args.get('uploadOption') == "infectedPlaces"):
radius = int(request.args.get('radius'))
timeSpan = int(request.args.get('time'))
matchLocations = getSpatioTemporalMatch(placeVisits, radius, timeSpan)
return json.dumps({
"uploadOption": "infectedPlaces",
"infectedPlaces": get_response(matchLocations)
})
return self.__reponse
def get_intents(self) -> json:
"""
Returns string containing the intent of the message from wit.ai json reponse
:param jsonResponse: json file
:return: a json which is the intent of the message.
"""
return self.__intents
def get_entities(self) -> json:
"""
Returns string containing the intent of the message from wit.ai json reponse
:param jsonResponse: json file
:return: a json which is the entities of the file
"""
return self.__entities
if __name__ == '__main__':
import response
import json
response = witObjects(response.get_response_wit("i want to buy a porsche 911"))
print(response.get_intents())
print(response.get_entities())
print(response.get_response())
# print(json.dumps(response, indent=4, sort_keys=True))
while runflag:
try:
confd, addr = lisfd.accept()
except socket.error as e:
if e.errno == errno.EINTR:
print 'get a except EINTR'
else:
print 'get a error', e.errno
raise
continue
if runflag == False:
break
print "connect by ", addr
data = confd.recv(1024)
if not data:
break
print "receve >>>>", data, "<<<<<"
http_request.request = HttpRequest(data)
print http_request.request.method, http_request.request.path, http_request.request.params
confd.send(response.get_response())
#confd.send(HttpResponse(httpheader,'index.html'))
confd.close()
else:
print 'runflag#', runflag
lisfd.shutdown(socket.SHUT_RD)
print 'Done'
def create_rule(search, lang):
response.get_response(
'POST', 'https://api.twitter.com/2/tweets/search/stream/rules',
{'add': [{
'value': '{} lang:{}'.format(search, lang)
}]})
while runflag:
try:
confd,addr = lisfd.accept()
except socket.error as e:
if e.errno == errno.EINTR:
print 'get a except EINTR'
else:
print 'get a error', e.errno
raise
continue
if runflag == False:
break;
print "connect by ",addr
data = confd.recv(1024)
if not data:
break
print "receve >>>>", data, "<<<<<"
http_request.request = HttpRequest(data)
print http_request.request.method, http_request.request.path, http_request.request.params
confd.send(response.get_response())
#confd.send(HttpResponse(httpheader,'index.html'))
confd.close()
else:
print 'runflag#',runflag
lisfd.shutdown(socket.SHUT_RD)
print 'Done'
from accuracy import get_accuracy from neighbors import get_neighbors # trainingSet = get_training_set() # testSet = get_test_set() # neighbors: from response import get_response trainingSetDemo = [[2, 2, 2, 'a'], [4, 4, 4, 'b']] testSetDemo = [5, 5, 5] k = 1 neighbors = get_neighbors(trainingSetDemo, testSetDemo, k) print neighbors # response: neighborsDemo = [[1, 1, 1, 'a'], [2, 2, 2, 'a'], [3, 3, 3, 'b']] response = get_response(neighbors) print(response) # accuracy: testSetAccuracy = [[1, 1, 1, 'a'], [2, 2, 2, 'a'], [3, 3, 3, 'b']] predictions = ['a', 'a,', 'a'] accuracy = get_accuracy(testSetAccuracy, predictions) print(accuracy)
def get_response(object):
return response.get_response(object)