def test():
callback = request.GET.get('callback')
classifier_name = request.GET.get('classifier_name')
classifier_dump = request.GET.get('classifier')
collection_id = request.GET.get('collection_id')
print("Params :")
print(classifier_name)
features_train, labels_train = wtf.getArrays(collection_id)
clf = pickle.loads(classifier_dump)
preditions, accuracy, recall, precision = classifier.test(clf = clf, features = features_train, labels = labels_train)
print("Test :")
print("accuracy" + accuracy)
print("precision" + precision)
print("recall" + recall)
data1 = test_data_to_send(classifier_id, 0, " ", precision, accuracy, recall)
post.send("http://localhost:8080/dataprocessing/rest-api","/result_test_classifier","",data1)
return '{0}({1})'.format(callback, {'a':1, 'b':2})
def test():
callback = request.GET.get('callback')
classifier_name = request.GET.get('classifier_name')
classifier_dump = request.GET.get('classifier')
collection_id = request.GET.get('collection_id')
print("Params :")
print(classifier_name)
features_train, labels_train = wtf.getArrays(collection_id)
clf = pickle.loads(classifier_dump)
preditions, accuracy, recall, precision = classifier.test(
clf=clf, features=features_train, labels=labels_train)
print("Test :")
print("accuracy" + accuracy)
print("precision" + precision)
print("recall" + recall)
data1 = test_data_to_send(classifier_id, 0, " ", precision, accuracy,
recall)
post.send("http://localhost:8080/dataprocessing/rest-api",
"/result_test_classifier", "", data1)
return '{0}({1})'.format(callback, {'a': 1, 'b': 2})
def clientThread(clientSocket, address):
doc_type = ''
while True:
msg = recvall(clientSocket)
msg_data = msg.split('\r\n\r\n'.encode())
headers = msg_data[0]
try:
header = headers.decode()
except UnicodeDecodeError:
pass
try:
pieces = header.split('\n')
except AttributeError:
pass
if len(msg) != 0:
if len(pieces) > 0:
request = pieces[0].split(' ')
#GET request
if request[0] == 'GET':
for line in pieces:
header = line.split(':')
if header[0] == 'Accept-Encoding':
encoding = header[1].strip()
break
else:
encoding = ''
if request[1].find('.png') == -1 and request[1].find(
'.jpg') == -1:
response_html = GET.get(pieces, address)
try:
if ((encoding == 'zlib' or encoding == 'gzip')
and response_html.find('404') < 0
and response_html.find('406') < 0):
clientSocket.sendall(response_html)
else:
clientSocket.sendall(response_html.encode())
except (TypeError, BrokenPipeError):
try:
clientSocket.sendall(response_html)
except TypeError:
clientSocket.sendall(response_html.encode())
else:
try:
response_html, response_image = GET.get(
pieces, address)
try:
clientSocket.sendall(response_html.encode() +
response_image)
except BrokenPipeError:
pass
except ValueError:
response_html = GET.get(pieces, address)
try:
clientSocket.sendall(response_html.encode())
except BrokenPipeError:
pass
#HEAD request
elif request[0] == 'HEAD':
response_html = HEAD.head(pieces, address)
clientSocket.sendall(response_html.encode())
#DELETE request
elif request[0] == 'DELETE':
if request[1].find('.png') == -1 and request[1].find(
'.jpg') == -1:
response_html = DELETE.delete(pieces, address)
try:
clientSocket.sendall(response_html.encode())
except BrokenPipeError:
pass
else:
try:
response_html, response_image = DELETE.delete(
pieces, address)
try:
clientSocket.sendall(response_html.encode() +
response_image)
except BrokenPipeError:
pass
except ValueError:
response_html = DELETE.delete(pieces, address)
try:
clientSocket.sendall(response_html.encode())
except BrokenPipeError:
pass
elif request[0] == 'PUT':
for line in pieces:
header = line.split(':')
if header[0] == 'Content-Type':
doc_type = header[1]
break
if doc_type.find('html') >= 0 or doc_type.find('plain') >= 0:
payload = msg_data[1].decode()
response_html = PUT.put(pieces, address, payload)
try:
clientSocket.sendall(response_html.encode())
except BrokenPipeError:
pass
else:
try:
payload = msg_data[1]
except IndexError:
pass
try:
response_html, response_image = PUT.put(
pieces, address, payload)
try:
clientSocket.sendall(response_html.encode() +
response_image)
except BrokenPipeError:
pass
except ValueError:
response_html = PUT.put(pieces, address, '')
try:
clientSocket.sendall(response_html.encode())
except BrokenPipeError:
pass
elif request[0] == 'POST':
payload = msg_data[1].decode()
response_html = POST.post(pieces, address, payload)
try:
clientSocket.sendall(response_html.encode())
except BrokenPipeError:
pass
try:
clientSocket.shutdown(socket.SHUT_RDWR)
except OSError:
#Transport endpoint not connected
pass
else:
clientSocket.close()
remove(clientSocket)
break
def preds_to_send(questionId, documentId, value, range):
data ={
"userId" : "2",
"questionId" : questionId,
"documentId" : documentId,
"value" : value,
"range" : range,
}
return data
def test_data_to_send(classifierId, vectoriziedDocumentCollectionId, parameter, precision, accuracy, recall):
data ={
"classifierId" : classifierId,
"vectoriziedDocumentCollectionId" : vectoriziedDocumentCollectionId,
"parameter" : parameter,
"precision" : precision,
"accuracy" : accuracy,
"recall" : recall
}
return data
data1 = test_data_to_send(1, 1, 1)
post.send("http://localhost:8080/dataprocessing/rest-api/resultTestClassifiers",data1)
data2 = preds_to_send(2, 2, -5, 5)
post.send("http://localhost:8080/dataprocessing/rest-api/annotations",data2)
data3 = classfier_to_send(2, 2, 1)
put.send("http://localhost:8080/dataprocessing/rest-api/classifiers/",id,data3)
