-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathgenerate_fake_email.py
233 lines (216 loc) · 8.04 KB
/
generate_fake_email.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
import os
import pandas as pd
import numpy as np
os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'trp_assistant_bot.settings')
import django
from django.core import exceptions
django.setup()
from open_course.models import Teacher, Assistant, Classroom
class GenerateFakeData:
@classmethod
def generate_fake_email(self,type):
if type=='teacher':
try:
people = Teacher.objects.all()
except Teacher.DoesNotExist as e:
raise Exception(e)
elif type=='assistant':
try:
people = Assistant.objects.all()
except Assistant.DoesNotExist as e:
raise Exception(e)
for person in people:
if person.topica_email.endswith('@topica.edu.vn'):
person.topica_email = person.topica_email.replace('@topica.edu.vn', '@yopmail.com')
person.save()
elif person.topica_email.endswith('@neu-edutop.edu.vn'):
person.topica_email = person.topica_email.replace('@neu-edutop.edu.vn', '[email protected]')
person.save()
class TAParser:
@classmethod
def create_teacher(self, person):
if len(Teacher.objects.filter(topica_email=person[3]))==0:
teacher = Teacher.objects.create()
teacher.code = person[0]
teacher.name = person[1]
teacher.account = person[2]
teacher.topica_email = person[3]
if teacher.topica_email.endswith('@topica.edu.vn'):
teacher.topica_email = teacher.topica_email.replace('@topica.edu.vn', '@yopmail.com')
elif teacher.topica_email.endswith('@neu-edutop.edu.vn'):
teacher.topica_email = teacher.topica_email.replace('@neu-edutop.edu.vn', '[email protected]')
teacher.personal_email = person[4]
teacher.phone_number = person[5]
teacher.status = person[6]
teacher.location = person[8]
teacher.note = person[10]
teacher.save()
return True
else:
teachers = Teacher.objects.filter(topica_email=person[3])
teacher = teachers[:1].get()
teacher.code = person[0]
teacher.name = person[1]
teacher.account = person[2]
teacher.topica_email = person[3]
if teacher.topica_email.endswith('@topica.edu.vn'):
teacher.topica_email = teacher.topica_email.replace('@topica.edu.vn', '@yopmail.com')
elif teacher.topica_email.endswith('@neu-edutop.edu.vn'):
teacher.topica_email = teacher.topica_email.replace('@neu-edutop.edu.vn', '[email protected]')
teacher.personal_email = person[4]
teacher.phone_number = person[5]
teacher.status = person[6]
teacher.location = person[8]
teacher.note = person[10]
teacher.save()
return False
@classmethod
def create_assistant(self, person):
if len(Assistant.objects.filter(topica_email=person[3]))==0:
assistant = Assistant.objects.create()
assistant.code = person[0]
assistant.name = person[1]
assistant.account = person[2]
assistant.topica_email = person[3]
if assistant.topica_email.endswith('@topica.edu.vn'):
assistant.topica_email = assistant.topica_email.replace('@topica.edu.vn', '@yopmail.com')
elif assistant.topica_email.endswith('@neu-edutop.edu.vn'):
assistant.topica_email = assistant.topica_email.replace('@neu-edutop.edu.vn', '[email protected]')
assistant.personal_email = person[4]
assistant.phone_number = person[5]
assistant.status = person[6]
assistant.location = person[8]
assistant.note = person[10]
assistant.save()
return True
else:
assistants = Assistant.objects.filter(topica_email=person[3])
assistant = assistants[:1].get()
assistant.code = person[0]
assistant.name = person[1]
assistant.account = person[2]
assistant.topica_email = person[3]
if assistant.topica_email.endswith('@topica.edu.vn'):
assistant.topica_email = assistant.topica_email.replace('@topica.edu.vn', '@yopmail.com')
elif assistant.topica_email.endswith('@neu-edutop.edu.vn'):
assistant.topica_email = assistant.topica_email.replace('@neu-edutop.edu.vn', '[email protected]')
assistant.personal_email = person[4]
assistant.phone_number = person[5]
assistant.status = person[6]
assistant.location = person[8]
assistant.note = person[10]
assistant.save()
return False
@classmethod
def load_data(self,filename):
try:
data = pd.read_excel(filename)
except Exception:
raise Exception("File " + filename + " does not exist or damaged")
else:
num_instance = len(data)-1
num_error = 0
num_teacher_created = 0
num_teacher_updated = 0
num_assistant_created = 0
num_assistant_updated = 0
for i in range(1, num_instance):
if(i%(num_instance/10)==0):
print('Loading ' + str(i/(num_instance/10)*10) + '%')
person = data.iloc[i]
if not (person[3].endswith('@topica.edu.vn') or person[3].endswith('@neu-edutop.edu.vn')):
num_error+=1
continue
if person[7] == 'GVCM':
if(self.create_teacher(person)):
num_teacher_created+=1
else:
num_teacher_updated+=1
elif person[7] == 'GVHD':
if(self.create_assistant(person)):
num_assistant_created+=1
else:
num_assistant_updated+=1
print("Data generation completed")
return (num_teacher_created, num_teacher_updated, num_assistant_created, num_assistant_updated, num_error)
class ClassroomParser:
@classmethod
def create_classroom(self, data):
is_new = True
try:
classroom = Classroom.objects.get(class_subject = data[5])
except exceptions.ObjectDoesNotExist:
classroom = Classroom.objects.create()
else:
is_new = False
classroom.school = data[0]
classroom.subject = data[1]
classroom.subject_code = data[2]
classroom.class_name = data[4]
classroom.class_subject = data[5]
if not isinstance(data[6], basestring):
if not np.isnan(data[6]):
classroom.estimated_students = int(data[6])
classroom.start_date = data[7]
classroom.finish_date = data[8]
classroom.examination_date = data[9]
if isinstance(data[11], basestring):
if data[11].endswith('gv'):
teacher_email = data[11] + "@yopmail.com"
teachers = Teacher.objects.filter(topica_email=teacher_email)
if len(teachers)>0:
classroom.teacher = teachers[0]
if isinstance(data[13], basestring):
if data[13].endswith('gv'):
assistant_email = data[13] + "@yopmail.com"
assistants = Assistant.objects.filter(topica_email=assistant_email)
if len(assistants)>0:
classroom.assistant = assistants[0]
classroom.change_note = data[14]
classroom.supporter = data[15].decode('utf-8').lower()
classroom.save()
if is_new:
return True
return False
@classmethod
def load_data(self, filename):
try:
data = pd.read_excel(filename)
except Exception:
raise Exception("File " + filename + " does not exist or damaged")
else:
num_instance = len(data) - 1
num_error = 0
num_classroom_created = 0
num_classroom_updated = 0
for i in range(1, num_instance):
if(i%(num_instance/10)==0):
print('Loading ' + str(i/(num_instance/10)*10) + '%')
classroom = data.iloc[i]
if not classroom[5]:
num_error+=1
continue
else:
if(self.create_classroom(classroom)):
num_classroom_created+=1
else:
num_classroom_updated+=1
print("Data generation completed")
return (num_classroom_created, num_classroom_updated, num_error)
if __name__ == '__main__':
CURR_DIR = os.path.dirname(os.path.abspath(__file__))
DATA_DIR = os.path.join(CURR_DIR,'base_data')
print('Start generating FAKE teachers/assistants data')
num_teacher_created, num_teacher_updated, num_assistant_created, num_assistant_updated, num_error = TAParser.load_data(os.path.join(DATA_DIR,'ta.xlsx'))
print('Operation completed with')
print(str(num_teacher_created) + ' new teacher(s) created')
print(str(num_teacher_updated) + ' old teacher(s) updated info or unchanged')
print(str(num_assistant_created) + ' new assistant(s) created')
print(str(num_assistant_updated) + ' old assistant(s) updated info or unchanged')
print(str(num_error) + ' errors case')
print('')
print('Start generating FAKE classrooms data')
num_classroom_created, num_classroom_updated, num_error = ClassroomParser.load_data(os.path.join(DATA_DIR,'classroom.xlsx'))
print(str(num_classroom_created) + ' new classroom(s) created')
print(str(num_classroom_updated) + ' old classroom(s) updated info or unchanged')
print(str(num_error) + ' errors case')