def insert_data_type(data_type):
session = Session()
info = DataTypeInfo(title=data_type['title'], attrs=json_wrapper.dumps(data_type['attrs']))
session.add(info)
session.commit()
result = info.id
session.close()
return result
def insert_data(data):
session = Session()
info = DataInfo(data_type_id=data['data_type_id'], attrs=json_wrapper.dumps(data['attrs']), time=data['time'])
session.add(info)
session.commit()
result = info.id
session.close()
return result
def insert_task(task_info):
session = Session()
info = TaskInfo(input_data_type_id=task_info['input_data_type_id'], time_range=task_info['time_range'],
functions=json_wrapper.dumps(task_info['functions']),
result_data_type_id=task_info['result_data_type_id'], title=task_info['title'])
session.add(info)
session.commit()
result = info.id
session.close()
return result
def insert_data(data):
session = Session()
info = DataInfo(data_type_id=data['data_type_id'],
attrs=json_wrapper.dumps(data['attrs']),
time=data['time'])
session.add(info)
session.commit()
result = info.id
session.close()
return result
def dump_to_file(self, path):
file = open(path, 'w')
structure = {
'learn_rate': self.__learn_rate,
'default_weight': self.__default_weight,
'input_nodes': self.__input_nodes,
'output_nodes': self.__output_nodes,
'relations': self.__relations,
'weights': self.__weights,
'thetas': self.__thetas
}
file.write(json_wrapper.dumps(structure))
file.close()
import requests
import json_wrapper
course_id = {
'html': 'LgWwihnoEeWDtQoum3sFeQ',
'front': 'ycQnChn3EeWDtQoum3sFeQ',
'server': 'ngZrURn5EeWwrBKfKrqlSQ',
'angularJS': '52blABnqEeW9dA4X94-nLQ',
'mobile': '-gcU5xn4EeWwrBKfKrqlSQ',
'web': 'DzdXURoCEeWg_RJGAuFGjw'
}
for course in course_id:
id = course_id[course]
url = 'https://www.coursera.org/api/feedback.v1/?q=course&courseId=' + id + '&feedbackSystem=STAR&ratingValues=1%2C2%2C3%2C4%2C5&categories=generic&start=0&limit=1000000'
r = json_wrapper.dumps(requests.get(url).json())
with open('./coursera_comment_info_' + course + '_all.json', 'w') as fo:
fo.write(r)
f_completed = json_wrapper.dumps(requests.get(url + '&courseCompleted=true').json())
with open('./coursera_comment_info_' + course + '_completed.json', 'w') as fo:
fo.write(f_completed)
#
# r = requests.get("https://www.coursera.org/api/feedback.v1/?q=course&courseId=LgWwihnoEeWDtQoum3sFeQ&feedbackSystem=STAR&ratingValues=1%2C2%2C3%2C4%2C5&categories=generic&start=0&limit=1000000&courseCompleted=true").json()
# fo = open("./coursera_comment_info_html_completed.json", "w")
# fo.write(str(r))
#
# r = requests.get("https://www.coursera.org/api/feedback.v1/?q=course&courseId=LgWwihnoEeWDtQoum3sFeQ&feedbackSystem=STAR&ratingValues=1%2C2%2C3%2C4%2C5&categories=generic&start=0&limit=1000000").json()
# fo = open("./coursera_comment_info_html_all.json", "w")
# fo.write(str(r))
#
# r = requests.get("https://www.coursera.org/api/feedback.v1/?q=course&courseId=ycQnChn3EeWDtQoum3sFeQ&feedbackSystem=STAR&ratingValues=1%2C2%2C3%2C4%2C5&categories=generic&start=0&limit=100000&courseCompleted=true").json()
attempts = sum(map(lambda x: get_attempts(x[0]), result8))
result_user.append(attempts)
for x in result_user:
if x < 0:
print uid
break
features.append(result_user)
return features
conn = MySQLdb.connect(host="localhost",
user="******",
passwd="Mdb4Learn",
db="eLearning")
all_users = []
all_features = []
all_grades = []
for term in terms:
users, grades = get_users(conn, term)
features = get_features(conn, term, users)
all_users.extend(users)
all_grades.extend(grades)
all_features.extend(features)
with open('data.json', 'w') as f:
f.write(
json_wrapper.dumps({
'features': all_features,
'grades': all_grades
}))
import MySQLdb
import json_wrapper
sql = "select student_id, created, modified" \
" from 102_2x_4T2015_courseware_studentmodule" \
" where module_type='problem' and grade is not NULL"
sql2 = "select count(*)" \
" from clickstream.HKUSTx_COMP102_1x_4T2015_clickstream" \
" where user_id = %s and event_type = 'play_video' and event_time >= %s and event_time <= %s;"
conn = MySQLdb.connect(host="localhost", user="******", passwd="Mdb4Learn", db="eLearning")
c = conn.cursor()
c.execute(sql)
homeworks = c.fetchall()
result = {}
for row in homeworks:
student_id = row[0]
if str(student_id) not in result:
result[str(student_id)] = 0
c.execute(sql2, (student_id, row[1], row[2]))
if c.fetchall()[0][0] > 0:
result[str(student_id)] += 1
with open('homework_video.json', 'w') as f:
f.write(json_wrapper.dumps(result) + '\n')