/
populate_students_db.py
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/
populate_students_db.py
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from sqlalchemy import create_engine
from sqlalchemy.sql import text, func, select, and_, or_, not_, desc, bindparam
from db_tables import metadata, Questions, Answers, Results, Students, StudentsTest, Graphs
import pandas as pd
engine = create_engine('sqlite:///quizDB.db?check_same_thread=False', echo=True)
conn = engine.connect()
metadata.create_all(engine)
#CLEAR RESULTS TABLE
if engine.dialect.has_table(engine.connect(), "results"):
conn.execute(Results.delete())
df_questions = pd.read_excel('quizApp/data/question_table.xlsx', 'Sheet1')
#check for table and if it is there clear before writing to
if engine.dialect.has_table(engine.connect(), "questions"):
conn.execute(Questions.delete())
conn.execute(Questions.insert(), [{'question_id':data.question_id,
'dataset':data.dataset,
'question':data.question,
'question_type':data.question_type}
for ix, data in df_questions.iterrows()])
df_answers = pd.read_excel('quizApp/data/answer_table.xlsx', 'Sheet1')
#check for table and if it is there clear before writing to
if engine.dialect.has_table(engine.connect(), "answers"):
conn.execute(Answers.delete())
conn.execute(Answers.insert(), [{'answer_id':data.answer_id,
'question_id':data.question_id,
'answer':data.answer,
'correct':data.correct}
for ix, data in df_answers.iterrows()])
df_graphs = pd.read_excel('quizApp/data/graph_table.xlsx', 'Sheet1')
#check for table and if it is there clear before writing to
if engine.dialect.has_table(engine.connect(), "graphs"):
conn.execute(Graphs.delete())
conn.execute(Graphs.insert(), [{'graph_id':data.graph_id,
'dataset':data.dataset,
'graph_location':data.graph_location}
for ix, data in df_graphs.iterrows()])
student_question_list = [[(1, 2), (3, 2), (4, 0), (2, 1), (5, 0), (0, 0)],
[(1, 2), (0, 2), (5, 1), (2, 0), (3, 0), (4, 1)],
[(3, 0), (2, 1), (4, 0), (5, 1), (0, 0), (1, 2)],
[(5, 2), (2, 2), (0, 1), (1, 0), (3, 1), (4, 0)],
[(2, 2), (0, 1), (3, 1), (4, 0), (1, 1), (5, 1)],
[(0, 0), (3, 0), (1, 0), (2, 2), (5, 2), (4, 2)],
[(4, 2), (1, 1), (5, 2), (0, 0), (3, 1), (2, 1)],
[(4, 2), (3, 0), (1, 2), (0, 1), (5, 2), (2, 1)],
[(3, 1), (2, 0), (4, 2), (1, 1), (0, 1), (5, 2)],
[(0, 2), (4, 1), (3, 0), (5, 0), (1, 1), (2, 0)],
[(5, 1), (4, 1), (0, 2), (3, 2), (1, 2), (2, 0)],
[(2, 1), (5, 0), (0, 2), (3, 2), (4, 2), (1, 1)],
[(3, 1), (5, 2), (4, 1), (0, 2), (2, 0), (1, 0)],
[(1, 1), (5, 1), (2, 2), (4, 0), (3, 1), (0, 2)],
[(2, 0), (1, 0), (5, 0), (4, 1), (0, 2), (3, 2)],
[(1, 1), (5, 1), (0, 2), (4, 2), (2, 1), (3, 1)],
[(5, 1), (4, 2), (2, 0), (1, 2), (3, 2), (0, 1)],
[(0, 0), (2, 2), (1, 0), (4, 1), (5, 2), (3, 2)],
[(0, 1), (1, 2), (5, 2), (2, 0), (4, 2), (3, 0)],
[(1, 0), (3, 2), (0, 0), (2, 2), (4, 0), (5, 0)],
[(3, 2), (2, 1), (4, 1), (1, 0), (5, 1), (0, 0)],
[(1, 0), (3, 2), (5, 0), (0, 1), (4, 1), (2, 2)],
[(5, 2), (3, 1), (1, 1), (0, 0), (4, 0), (2, 2)],
[(4, 1), (0, 0), (3, 1), (2, 1), (5, 1), (1, 0)],
[(5, 0), (2, 0), (0, 1), (3, 0), (1, 1), (4, 2)],
[(0, 2), (4, 0), (1, 1), (3, 1), (2, 2), (5, 0)],
[(2, 0), (0, 0), (3, 0), (1, 2), (5, 0), (4, 1)],
[(0, 1), (4, 2), (2, 1), (5, 2), (1, 0), (3, 0)],
[(5, 0), (4, 0), (2, 2), (3, 0), (1, 2), (0, 1)],
[(4, 0), (1, 2), (2, 1), (5, 1), (0, 2), (3, 2)]]
#temp created student id list
# question_student_id_list = [x + 1 for x in range(30)]
# heuristic_student_id_list = [x + 1 for x in range(30,60)]
#read in student lists
df_sid = pd.read_csv('student_id_list.csv')
df_sid.Questions = df_sid.Questions.apply(lambda x: int(x))
df_sid.Heuristics = df_sid.Heuristics.apply(lambda x: int(x))
question_student_id_list = [int(x) for x in list(df_sid.Questions)]
heuristic_student_id_list = [int(x) for x in list(df_sid.Heuristics)]
combined_id_list = question_student_id_list + heuristic_student_id_list
#check for table and if it is there clear before writing to
if engine.dialect.has_table(engine.connect(), "students"):
conn.execute(Students.delete())
conn.execute(Students.insert(), [{'student_id':sid,
'progress':'pre_test',
'opt_in':'na'}
for sid in combined_id_list])
def create_student_data(sid_list, student_question_list, test, group):
if test == 'pre_test' or test == 'post_test':
question_list = [x[:3] for x in student_question_list]
else:
question_list = [x[3:] for x in student_question_list]
for n, student in enumerate(question_list):
student_id = sid_list[n]
#count the order for each student per test
order = 0
for ix, graph in enumerate(student):
student_test_id = int(str(student_id)+str(ix))
dataset = graph[0]
if dataset == 0:
#not using 0 precursor for easier use in excel
graph_id = graph[1] + 1
else:
graph_id = int(str(dataset)+str(graph[1]+1))
if test == 'pre_test' or test == 'post_test':
order += 1
if dataset == 0:
question_id = 5
else:
question_id = int(str(dataset)+str(5))
#write row to db
conn.execute(StudentsTest.insert(), {'student_id':student_id,
'test':test,
'graph_id':graph_id,
'dataset':dataset,
'question_id':question_id,
'order':order,
'complete':'no'})
elif group == 'heuristic':
for x in range(6,9):
order += 1
if dataset == 0:
question_id = x
else:
question_id = int(str(dataset)+str(x))
#write row to db
conn.execute(StudentsTest.insert(), {'student_id':student_id,
'test':test,
'graph_id':graph_id,
'dataset':dataset,
'question_id':question_id,
'order':order,
'complete':'no'})
else:
#multiple choice questions
for x in range(3):
order += 1
if dataset == 0:
question_id = x + 1
else:
question_id = int(str(dataset)+str(x + 1))
#write row to db
conn.execute(StudentsTest.insert(), {'student_id':student_id,
'test':test,
'graph_id':graph_id,
'dataset':dataset,
'question_id':question_id,
'order':order,
'complete':'no'})
if test == 'training':
#only have rating question for training
order += 1
if dataset == 0:
question_id = 4
else:
question_id = int(str(dataset)+str(4))
#write row to db
conn.execute(StudentsTest.insert(), {'student_id':student_id,
'test':test,
'graph_id':graph_id,
'dataset':dataset,
'question_id':question_id,
'order':order,
'complete':'no'})
#check for table and if it is there clear before writing to
if engine.dialect.has_table(engine.connect(), "students_test"):
conn.execute(StudentsTest.delete())
#create all the student_test table data
for test in ['pre_test', 'training', 'post_test']:
create_student_data(question_student_id_list, student_question_list, test, 'question')
create_student_data(heuristic_student_id_list, student_question_list, test, 'heuristic')