From 96c2a6c60776913e7efcd1d36b4038848f712d72 Mon Sep 17 00:00:00 2001
From: Stuart Hallifax <stuart.hallifax@univ-lyon3.fr>
Date: Mon, 18 Mar 2019 13:40:27 +0100
Subject: [PATCH] Added code base
---
Context/ContextData.py | 3 +
LogReader.py | 71 +++++++++++
ReadFileHandler.py | 17 +++
Traces/Action.py | 227 +++++++++++++++++++++++++++++++++
Traces/Operation.py | 177 +++++++++++++++++++++++++
Traces/OperationTransformer.py | 142 +++++++++++++++++++++
User/User.py | 58 +++++++++
User/UserProfileData.py | 51 ++++++++
ludimoodle_trace.log | 125 ++++++++++++++++++
9 files changed, 871 insertions(+)
create mode 100644 Context/ContextData.py
create mode 100644 LogReader.py
create mode 100644 ReadFileHandler.py
create mode 100644 Traces/Action.py
create mode 100644 Traces/Operation.py
create mode 100644 Traces/OperationTransformer.py
create mode 100644 User/User.py
create mode 100644 User/UserProfileData.py
create mode 100644 ludimoodle_trace.log
diff --git a/Context/ContextData.py b/Context/ContextData.py
new file mode 100644
index 0000000..5112edc
--- /dev/null
+++ b/Context/ContextData.py
@@ -0,0 +1,3 @@
+class ContextData:
+ def __init__(self):
+ print('Init for context data not yet implemented')
\ No newline at end of file
diff --git a/LogReader.py b/LogReader.py
new file mode 100644
index 0000000..2d20f7d
--- /dev/null
+++ b/LogReader.py
@@ -0,0 +1,71 @@
+import csv
+import pickle
+import os
+import time
+
+from User import User
+from Traces.Operation import *
+from Traces.OperationTransformer import transformOperation
+from datetime import datetime
+
+if __name__ == "__main__" :
+
+ maxFileAge = 600 # 600 seconds, 10 minutes
+
+ needToCreateNewFile = True # not os.path.isfile('./users.pickle')
+
+ if not needToCreateNewFile:
+ print("Backup found")
+ if time.time()-os.stat("./users.pickle").st_mtime < maxFileAge:
+ print("Loading from backup")
+ with open('users.pickle', 'rb') as backupfile:
+ users = pickle.load(backupfile)
+ else:
+ print("Backup too old")
+ needToCreateNewFile = True
+
+ if needToCreateNewFile:
+ print("Creating new file")
+ unknowns = 0
+ users = {}
+ with open("ludimoodle_trace.log", 'r') as file:
+ csvReader = csv.reader(file, delimiter=",")# delimiter = ";"
+
+ for row in csvReader:
+ tmp = User.User(row[1].strip(), row[2])
+
+ if tmp.name not in users:
+ users[tmp.name] = tmp
+ else:
+ users[tmp.name].addGameElement(row[2])
+
+ user = users[tmp.name]
+
+ op = buildOperation(row, user)
+
+ if type(op) != Operation:
+ user.addOperation(op)
+
+ # if type(op) == Operation:
+ # op.addOpType(row[3])
+ # unknowns += 1
+
+ with open('users.pickle', 'wb') as backupfile:
+ pickle.dump(users, backupfile, protocol=pickle.HIGHEST_PROTOCOL)
+
+ print("Created new user timeline")
+
+
+ selectedUser : User = users["score.stuart@univ-lyon3.fr"]
+
+ todayTimeline = selectedUser.operationsPerformed
+
+ #for timestamp in sorted(todayTimeline.keys()):
+ # print(todayTimeline[timestamp])
+
+ transformedTimeline = transformOperation(todayTimeline)
+
+ selectedUser.actionsPerformed = transformedTimeline
+
+ for action in transformedTimeline:
+ print(action)
diff --git a/ReadFileHandler.py b/ReadFileHandler.py
new file mode 100644
index 0000000..dc6bf73
--- /dev/null
+++ b/ReadFileHandler.py
@@ -0,0 +1,17 @@
+from watchdog.events import FileSystemEventHandler
+import os
+
+class FileReaderHandler(FileSystemEventHandler):
+
+ currentLine = 0
+
+ def on_modified(self, event):
+ print('File has been modified')
+ print(event.src_path)
+
+ with open(event.src_path, 'rb') as f:
+ f.seek(-2, os.SEEK_END)
+ while f.read(1) != b'\n':
+ f.seek(-2, os.SEEK_CUR)
+ print(f.readline().decode())
+
diff --git a/Traces/Action.py b/Traces/Action.py
new file mode 100644
index 0000000..0f32925
--- /dev/null
+++ b/Traces/Action.py
@@ -0,0 +1,227 @@
+from datetime import datetime
+from datetime import timedelta
+from User import User
+from typing import NewType
+from Traces import Operation
+
+GameElement = NewType("GameElement", str)
+
+class Action:
+ def __init__(self, start: datetime, end: datetime, user: User, gameElement: GameElement):
+ """
+
+ :param start: A datetime at the start of the Action
+ :param end: A date time at the end of the Action
+ :param user: The user that performed the Action
+ :param gameElement: The game element that the user had when the performed the Action
+ """
+ self.start = start
+ self.end = end
+ self.user = user
+ self.gameElement = gameElement
+ self.actionName = "Action"
+
+ def __str__(self):
+ return str(self.actionName) + ";" + str(self.user.name) + ";" + str(self.gameElement) + ";" + str(self.start) + ";" + str(self.end) + ";"
+
+
+ def __lt__(self, other):
+ if self.start < other.start:
+ return True
+ elif self.start > other.start:
+ return False
+ else:
+ return self.end < other.end
+
+class Pause(Action):
+ def __init__(self, start: datetime, end: datetime, user: User, gameElement: GameElement, op1: Operation, op2: Operation):
+ """
+
+ :param start: A datetime at the start of the Action
+ :param end: A date time at the end of the Action
+ :param user: The user that performed the Action
+ :param gameElement: The game element that the user had when the performed the Action
+ :param op1: The first operation
+ :param op2: The second operation
+ """
+ super().__init__(start, end, user, gameElement)
+ self.op1 = op1
+ self.op2 = op2
+ self.actionName = "Pause"
+
+ def __str__(self):
+ return super().__str__() + "Duration:" + str(self.getPauseDuration())+ ";" + str(self.op1) + ";" + str(self.op2)
+
+ def getPauseDuration(self) -> timedelta:
+ """
+ Get the duration of the Pause Action
+ :return: The timedelta between the start and the end
+ """
+ return self.end - self.start
+
+class AttemptQuiz(Action):
+ def __init__(self, start: datetime, end: datetime, user: User, gameElement: GameElement, quizId: str, attemptNumber: int):
+ """
+
+ :param start: A datetime at the start of the Action
+ :param end: A date time at the end of the Action
+ :param user: The user that performed the Action
+ :param gameElement: The game element that the user had when the performed the Action
+ :param quizId: The Id of the attempted quiz
+ :param attemptNumber: The attempt number
+ """
+ super().__init__(start, end, user, gameElement)
+ self.quizId = quizId
+ self.attemptNumber = attemptNumber
+ self.actionName = "AttemptQuiz"
+
+ def __str__(self):
+ return super().__str__() + "QuizId:"+ self.quizId + ";" + "Attempt:" + str(self.attemptNumber)
+
+class ResumeQuizAttempt(Action):
+ def __init__(self, start: datetime, end: datetime, user: User, gameElement: GameElement, quizId: str, attemptNumber: int):
+ """
+
+ :param start: A datetime at the start of the Action
+ :param end: A date time at the end of the Action
+ :param user: The user that performed the Action
+ :param gameElement: The game element that the user had when the performed the Action
+ :param quizId: The Id of the attempted quiz
+ :param attemptNumber: The attempt number
+ """
+ super().__init__(start, end, user, gameElement)
+ self.quizId = quizId
+ self.attemptNumber = attemptNumber
+ self.actionName = "ResumeQuizAttempt"
+
+ def __str__(self):
+ return super().__str__() + "QuizId:"+ self.quizId + ";" + "Attempt:" + str(self.attemptNumber)
+
+class CompleteQuestion(Action):
+ def __init__(self, start: datetime, end: datetime, user: User, gameElement: GameElement, success: bool = True):
+ """
+
+ :param start: A datetime at the start of the Action
+ :param end: A date time at the end of the Action
+ :param user: The user that performed the Action
+ :param gameElement: The game element that the user had when the performed the Action
+ :param success: Whether the question was answered correctly or not
+ """
+ super().__init__(start, end, user, gameElement)
+ self.success = success
+ self.actionName = "CompleteQuestion"
+
+ def __str__(self):
+ return super().__str__() + "Success:" + str(self.success)
+
+class CompleteQuiz(Action):
+ def __init__(self, start: datetime, end: datetime, user: User, gameElement: GameElement, quizId: str, attemptNumber: int, interruption: bool = False, success: bool = True):
+
+ """
+
+ :param start: A datetime at the start of the Action
+ :param end: A date time at the end of the Action
+ :param user: The user that performed the Action
+ :param gameElement: The game element that the user had when the performed the Action
+ :param quizId: The Id of the attempted quiz
+ :param attemptNumber: The attempt number
+ :param interruption: Indicate whether the quiz was interrupted or not
+ :param success: Indicate whether the student validated the quiz or not
+ """
+ super().__init__(start, end, user, gameElement)
+ self.quizId = quizId
+ self.attemptNumber = attemptNumber
+ self.interruption = interruption
+ self.success = success
+ self.actionName = "CompleteQuiz"
+
+
+ def __str__(self):
+ return super().__str__() + "QuizId:"+ self.quizId + ";" + "Attempt:" + str(self.attemptNumber) + ";Interruption:" + str(self.interruption) + ";Success:" + str(self.success)
+
+class RestartQuiz(Action):
+ def __init__(self, start: datetime, end: datetime, user: User, gameElement: GameElement, quizId: str, attemptNumber: int, afterSuccess: bool = False,
+ inCurrentLesson: bool = True,
+ interruptCurrentLesson: bool = False):
+ """
+
+ :param start: A datetime at the start of the Action
+ :param end: A date time at the end of the Action
+ :param user: The user that performed the Action
+ :param gameElement: The game element that the user had when the performed the Action
+ :param quizId: The Id of the attempted quiz
+ :param attemptNumber: The attempt number
+ :param afterSuccess: Indicate whether the quiz was restarted after a successful quiz or not
+ :param inCurrentLesson: Indicate whether the quiz was restarted during a later lesson
+ :param interruptCurrentLesson: Indicate whether the quiz was restarted before the current lesson was completed
+ """
+ super().__init__(start, end, user, gameElement)
+ self.quizId = quizId
+ self.attemptNumber = attemptNumber
+ self.afterSuccess = afterSuccess
+ self.inCurrentLesson = inCurrentLesson
+ self.interruptCurrentLesson = interruptCurrentLesson
+ self.actionName = "RestartQuiz"
+
+ def __str__(self):
+ return super().__str__() + "QuizId:"+ self.quizId + ";" + "Attempt:" + str(self.attemptNumber) + ";AfterSuccess:" + str(self.afterSuccess) + ";InCurrentLesson:" + str(self.inCurrentLesson) + ";InterruptCurrentLesson:" + str(self.interruptCurrentLesson)
+
+class AbandonQuiz(Action):
+ def __init__(self, start: datetime, end: datetime, user: User, gameElement: GameElement, quizId: str,
+ attemptNumber: int, numberOfQuestions: int, correctQuestions: int):
+ """
+
+ :param start: A datetime at the start of the Action
+ :param end: A date time at the end of the Action
+ :param user: The user that performed the Action
+ :param gameElement: The game element that the user had when the performed the Action
+ :param quizId: The Id of the attempted quiz
+ :param attemptNumber: The attempt number
+ :param numberOfQuestions: The number of attempted questions
+ :param correctQuestions: The number of correct questions
+ """
+ super().__init__(start, end, user, gameElement)
+ self.quizId = quizId
+ self.attemptNumber = attemptNumber
+ self.numberOfQuestions = numberOfQuestions
+ self.correctQuestions = correctQuestions
+ self.actionName = "AbandonQuiz"
+
+ def __str__(self):
+ return super().__str__() + "QuizId:" + self.quizId + ";Attempt:" + str(self.attemptNumber) + ";NumberOfQuestions:" + str(self.numberOfQuestions) + ";CorrectionQuestions" + str(self.correctQuestions)
+
+class StartLesson(Action):
+ def __init__(self, start: datetime, end: datetime, user: User, gameElement: GameElement, lessonId: str):
+ """
+
+ :param start: A datetime at the start of the Action
+ :param end: A date time at the end of the Action
+ :param user: The user that performed the Action
+ :param gameElement: The game element that the user had when the performed the Action
+ :param lessonId: The Id of the lesson started
+ """
+ super().__init__(start, end, user, gameElement)
+ self.lessonId = lessonId
+ self.actionName = "StartLesson"
+
+ def __str__(self):
+ return super().__str__() + "LessonId:"+ self.lessonId
+
+class CompleteLesson(Action):
+ def __init__(self, start: datetime, end: datetime, user: User, gameElement: GameElement, lessonId: str, success: bool = True):
+ """
+
+ :param start: A datetime at the start of the Action
+ :param end: A date time at the end of the Action
+ :param user: The user that performed the Action
+ :param gameElement: The game element that the user had when the performed the Action
+ :param lessonId: The Id of the lesson started
+ :param success: Has the lesson been completed fully or not
+ """
+ super().__init__(start, end, user, gameElement)
+ self.lessonId = lessonId
+ self.success = success
+ self.actionName = "CompleteLesson"
+
+ def __str__(self):
+ return super().__str__() + "LessonId:"+ self.lessonId + ";Success:" + str(self.success)
\ No newline at end of file
diff --git a/Traces/Operation.py b/Traces/Operation.py
new file mode 100644
index 0000000..4b48ea0
--- /dev/null
+++ b/Traces/Operation.py
@@ -0,0 +1,177 @@
+from datetime import datetime
+
+
+def buildOperation(logRow, user):
+ #Row structure
+ timestamp = logRow[0].strip()
+ gameElement = logRow[2].strip()
+ op = logRow[3].strip()
+
+ if len(logRow) > 4:
+ parameters = logRow[4:]
+
+ #General operations
+ if op == "login":
+ return Login(timestamp, user, gameElement)
+ elif op == "course_pageview" :
+ return CoursePageview(timestamp, user, gameElement, parameters[0])
+ elif op == "feature_change" : #Not yet implemented
+ return FeatureChange(timestamp, user, gameElement)
+ elif op == "dashboard" :
+ return Dashboard(timestamp, user, gameElement)
+
+ #Quiz related operations
+ elif op == "quiz_moduleview":
+ return QuizModuleview(timestamp, user, gameElement, parameters[1])
+ elif op == "quiz_attempt_started" :
+ return QuizAttemptStarted(timestamp, user, gameElement, parameters[0], parameters[1], parameters[2])
+ elif op == "quiz_attempt_finished" :
+ return QuizAttemptFinished(timestamp, user, gameElement, parameters[0], parameters[1], parameters[2])
+ #elif op == "quiz_start":
+ # return QuizAttemptStarted(timestamp, user, gameElement, parameters[0], 1)
+ elif op == "quiz_pageview":
+ return QuizPageview(timestamp, user, gameElement, parameters[1], parameters[2], parameters[3])
+ elif op == "question_gradedright":
+ return QuestionGradedRight(timestamp, user, gameElement, parameters[3], parameters[0], parameters[2])
+ elif op == "question_gradedwrong":
+ return QuestionGradedWrong(timestamp, user, gameElement, parameters[3], parameters[0], parameters[2])
+ elif op == "quiz_review":
+ return QuizReview(timestamp, user, gameElement, parameters[0], parameters[1])
+ elif op == "quiz_submit":
+ return QuizSubmit(timestamp, user, gameElement, parameters[0], parameters[1])
+ elif op == "quiz_results": #Not yet active
+ return QuizResults(timestamp, user, gameElement, parameters[0], parameters[1])
+ else:
+ return Operation(timestamp, user, gameElement)
+
+class Operation:
+ def __init__(self, timestamp, user, gameElement):
+ self.timestamp = datetime.utcfromtimestamp(int(timestamp))
+ self.user = user
+ self.gameElement = gameElement
+
+ def print(self):
+ return "Simple Operation"
+
+ def addOpType(self, opType):
+ self.opType = opType
+
+ def __str__(self):
+ return "Unknown operation :" + self.timestamp.strftime('%Y-%m-%d %H:%M:%S') + " " + self.opType
+
+
+class Login(Operation):
+ def __init__(self, timestamp, user, gameElement):
+ super().__init__(timestamp, user, gameElement)
+
+ def __str__(self):
+ return "Login :" + self.timestamp.strftime('%Y-%m-%d %H:%M:%S')
+
+class Dashboard(Operation):
+ def __init__(self, timestamp, user, gameElement):
+ super().__init__(timestamp, user, gameElement)
+
+ def __str__(self):
+ return "Dashboard :" + self.timestamp.strftime('%Y-%m-%d %H:%M:%S')
+
+class CoursePageview(Operation):
+ def __init__(self, timestamp, user, gameElement, page):
+ super().__init__(timestamp, user, gameElement)
+ self.page = page
+
+ def __str__(self):
+ return "Pageview :" + self.timestamp.strftime('%Y-%m-%d %H:%M:%S') + " page : " + self.page
+
+class FeatureChange(Operation):
+ def __init__(self , timestamp, user, gameElement):
+ super().__init__(timestamp, user, gameElement)
+
+ def __str__(self):
+ return "FeatureChange :" + self.timestamp.strftime('%Y-%m-%d %H:%M:%S')
+
+class QuizModuleview(Operation):
+ def __init__(self, timestamp, user, gameElement, quizId):
+ super().__init__(timestamp, user, gameElement)
+ self.quizId = quizId.strip()
+
+ def __str__(self):
+ return "Quiz module view :" + self.timestamp.strftime('%Y-%m-%d %H:%M:%S') + self.quizId
+
+class QuizAttemptStarted(Operation):
+ def __init__(self, timestamp, user, gameElement, attemptNumber, course, quizId):
+ super().__init__(timestamp, user, gameElement)
+ self.quizId = quizId.strip()
+ self.attemptNumber = attemptNumber
+ self.course = course
+
+ def __str__(self):
+ return "Quiz attempt started :" + self.timestamp.strftime('%Y-%m-%d %H:%M:%S') + self.quizId + str(self.attemptNumber)
+
+class QuizAttemptFinished(Operation):
+ def __init__(self, timestamp, user, gameElement, attemptNumber, course, quizId):
+ super().__init__(timestamp, user, gameElement)
+ self.quizId = quizId.strip()
+ self.attemptNumber = attemptNumber
+ self.course = course
+
+ def __str__(self):
+ return "Quiz attempt finished:" + self.timestamp.strftime('%Y-%m-%d %H:%M:%S') + self.quizId + str(self.attemptNumber)
+
+
+class QuizPageview(Operation):
+ def __init__(self, timestamp, user, gameElement, quizId, attemptNumber, pageNumber):
+ super().__init__(timestamp, user, gameElement)
+ self.quizId = quizId.strip()
+ self.attemptNumber = attemptNumber
+ self.pageNumber = pageNumber
+
+ def __str__(self):
+ return "Quiz page view :" + self.timestamp.strftime('%Y-%m-%d %H:%M:%S') + self.quizId + self.attemptNumber + self.pageNumber
+
+class QuestionGradedRight(Operation):
+ def __init__(self, timestamp, user, gameElement, quizId, attemptNumber, pageNumber):
+ super().__init__(timestamp, user, gameElement)
+ self.quizId = quizId.strip()
+ self.attemptNumber = attemptNumber.strip()
+ self.pageNumber = pageNumber.strip()
+
+ def __str__(self):
+ return "Question graded right :" + self.timestamp.strftime('%Y-%m-%d %H:%M:%S') + self.quizId + self.attemptNumber + self.pageNumber
+
+class QuestionGradedWrong(Operation):
+ def __init__(self, timestamp, user, gameElement, quizId, attemptNumber, pageNumber):
+ super().__init__(timestamp, user, gameElement)
+ self.quizId = quizId.strip()
+ self.attemptNumber = attemptNumber.strip()
+ self.pageNumber = pageNumber.strip()
+
+ def __str__(self):
+ return "Question graded right :" + self.timestamp.strftime('%Y-%m-%d %H:%M:%S') + self.quizId + self.attemptNumber + self.pageNumber
+
+class QuizReview(Operation):
+ def __init__(self, timestamp, user, gameElement, quizId, attemptNumber):
+ super().__init__(timestamp, user, gameElement)
+ self.quizId = quizId
+ self.attemptNumber = attemptNumber
+
+ def __str__(self):
+ return "Quiz review :" + self.timestamp.strftime('%Y-%m-%d %H:%M:%S') + self.quizId + self.attemptNumber
+
+class QuizSubmit(Operation):
+ def __init__(self, timestamp, user, gameElement, quizId, attemptNumber):
+ super().__init__(timestamp, user, gameElement)
+ self.quizId = quizId
+ self.attemptNumber = attemptNumber
+
+ def __str__(self):
+ return "Quiz submit :" + self.timestamp.strftime('%Y-%m-%d %H:%M:%S') + self.quizId + self.attemptNumber
+
+class QuizResults(Operation):
+ def __init__(self, timestamp, user, gameElement, quizId, attemptNumber, quizResults):
+ super().__init__(timestamp, user, gameElement)
+ self.quizId = quizId
+ self.attemptNumber = attemptNumber
+ self.quizResults = quizResults
+
+ def __str__(self):
+ return "Quiz results :" + self.timestamp.strftime('%Y-%m-%d %H:%M:%S') + self.quizId + self.attemptNumber + self.quizResults
\ No newline at end of file
diff --git a/Traces/OperationTransformer.py b/Traces/OperationTransformer.py
new file mode 100644
index 0000000..48fd0f0
--- /dev/null
+++ b/Traces/OperationTransformer.py
@@ -0,0 +1,142 @@
+from Traces.Operation import *
+from Traces.Action import *
+from datetime import timedelta
+
+# STATIC VALUES
+pauseDelta = timedelta(minutes=5)
+passRate = 0.7 #The % of correct answers to consider that a quiz is successful
+
+def transformOperation(timeline):
+
+ # The transformed timeline that contains the start timestamp and corresponding Action
+ transformedTimeline = []
+
+ # VARIABLES USED
+ attemptNumber = ""
+ quizStart = ''
+ inQuiz = False
+ interruptedQuiz = False
+ numberOfQuestions = 0.0
+ correctQuestions = 0.0
+ previousQuizzes = {}
+ success = ''
+
+
+ timestamps = sorted(timeline.keys())
+ i = 0
+
+
+
+ while i< len(timestamps):
+ # Get current operation
+ op : Operation = timeline[timestamps[i]]
+
+ if not inQuiz:
+ if type(op) in [QuizPageview]:
+ transformedTimeline.append(ResumeQuizAttempt(op.timestamp, op.timestamp, op.user, op.gameElement, op.quizId, op.attemptNumber))
+ quizStart = op
+ inQuiz = True
+ interruptedQuiz = True
+
+ try:
+ numberOfQuestions = previousQuizzes[quizStart.quizId][1]
+ correctQuestions = previousQuizzes[quizStart.quizId][2]
+ except KeyError:
+ print("No previous info about this past quiz")
+ numberOfQuestions = 0.0
+ correctQuestions = 0.0
+ success = "Unsure"
+
+ previousQuizzes[quizStart.quizId] = [False, numberOfQuestions, correctQuestions]
+
+ if i != 0:
+ previousOp = timeline[timestamps[i-1]]
+
+ if inQuiz:
+ if type(op) not in [QuizPageview, QuestionGradedRight, QuestionGradedWrong, QuizAttemptFinished]:
+ interruptedQuiz = True
+
+ if (type(op) is QuizPageview) and (op.quizId != quizStart.quizId):
+ transformedTimeline.append(AbandonQuiz(op.timestamp, op.timestamp, op.user, op.gameElement, quizStart.quizId, quizStart.attemptNumber, numberOfQuestions, correctQuestions))
+ transformedTimeline.append(ResumeQuizAttempt(op.timestamp, op.timestamp, op.user, op.gameElement, op.quizId, op.attemptNumber))
+ quizStart = op
+ inQuiz = True
+ interruptedQuiz = True
+
+ try:
+ numberOfQuestions = previousQuizzes[quizStart.quizId][1]
+ correctQuestions = previousQuizzes[quizStart.quizId][2]
+ except KeyError:
+ print("No previous info about this past quiz")
+ numberOfQuestions = 0.0
+ correctQuestions = 0.0
+ success = "Unsure"
+
+ previousQuizzes[quizStart.quizId] = [False, numberOfQuestions, correctQuestions]
+
+ i+=1
+ continue
+
+
+ # Pause check
+ if timestamps[i] - timestamps[i-1] >= pauseDelta:
+ transformedTimeline.append(Pause(timestamps[i-1], timestamps[i], op.user, op.gameElement, previousOp, op))
+ i+=1
+ continue
+
+ # Attempt quiz check
+ if (type(op) is QuizAttemptStarted) and (type(previousOp) is QuizModuleview):
+ #if op.quizId == previousOp.quizId: #This check doesn't currently work as ids don't match !
+ if inQuiz:
+ transformedTimeline.append(AbandonQuiz(previousOp.timestamp, op.timestamp, op.user, op.gameElement, quizStart.quizId, quizStart.attemptNumber, numberOfQuestions, correctQuestions))
+
+ if op.quizId not in previousQuizzes.keys():
+ transformedTimeline.append(AttemptQuiz(previousOp.timestamp, op.timestamp, op.user, op.gameElement, op.quizId, op.attemptNumber))
+ else:
+ transformedTimeline.append(RestartQuiz(previousOp.timestamp, op.timestamp, op.user, op.gameElement, op.quizId, op.attemptNumber, previousQuizzes[op.quizId]))
+
+ quizStart = op
+ inQuiz = True
+ interruptedQuiz = False
+ numberOfQuestions = 0.0
+ correctQuestions = 0.0
+ success = False
+
+ previousQuizzes[quizStart.quizId] = [False, numberOfQuestions, correctQuestions]
+
+
+ i+=1
+ continue
+
+ # Complete question check
+ if (type(op) in [QuestionGradedRight, QuestionGradedWrong]) and (type(previousOp) is QuizPageview):
+ if op.quizId == previousOp.quizId:
+ transformedTimeline.append(CompleteQuestion(previousOp.timestamp, op.timestamp, op.user, op.gameElement, type(op) is QuestionGradedRight))
+ i+=1
+ numberOfQuestions += 1
+
+ if type(op) is QuestionGradedRight:
+ correctQuestions += 1
+
+ previousQuizzes[quizStart.quizId][1] = numberOfQuestions
+ previousQuizzes[quizStart.quizId][2] = correctQuestions
+ continue
+
+ #Complete quiz check
+ if type(op) is QuizAttemptFinished:
+ if success != "Unsure" :
+ success = correctQuestions/numberOfQuestions > passRate
+
+ transformedTimeline.append(CompleteQuiz(quizStart.timestamp, op.timestamp, op.user, op.gameElement, op.quizId, op.attemptNumber, interruptedQuiz, success))
+ inQuiz = False
+ interruptedQuiz = False
+
+ previousQuizzes[op.quizId] = [success, numberOfQuestions, correctQuestions]
+
+ numberOfQuestions = 0.0
+ correctQuestions = 0.0
+
+ i+=1
+
+
+ return transformedTimeline
\ No newline at end of file
diff --git a/User/User.py b/User/User.py
new file mode 100644
index 0000000..342835b
--- /dev/null
+++ b/User/User.py
@@ -0,0 +1,58 @@
+import User.UserProfileData as upd
+from Traces.Action import *
+
+class User:
+ def __init__(self, name, gameElement, userProfileData = upd.UserProfileData(0,0,0,0)):
+ self.name = name
+ self.gameElements = [gameElement]
+ self.currentGameElement = gameElement
+ self.operationsPerformed = {}
+ self.actionsPerformed = {}
+ self.userProfile = userProfileData
+
+ def addGameElement(self, gameElement):
+ if gameElement not in self.gameElements:
+ self.gameElements.append(gameElement)
+
+ self.currentGameElement = gameElement
+
+ def numberOfGameElements(self):
+ return len(self.gameElements)
+
+ def addOperation(self, operation):
+ self.operationsPerformed[operation.timestamp] = operation
+
+ def printTimeline(self):
+ for timestamp in sorted(self.operationsPerformed.keys()):
+ print(self.operationsPerformed[timestamp])
+
+ def getTimeline(self):
+ return self.operationsPerformed
+
+ def getTimelineFromDate(self, date):
+ tmp = {}
+ for timestamp in self.operationsPerformed:
+ if timestamp.date() == date.date():
+ tmp[timestamp] = self.operationsPerformed[timestamp]
+
+ return tmp
+
+ def getNumberOfPauses(self):
+ i = 0
+ for timestamp in self.actionsPerformed :
+ if type(self.actionsPerformed[timestamp]) is Pause:
+ i+=1
+ return i
+
+ def exportActions(self):
+ output = "Action;User;GameElement;Debut;Fin;Infos\n"
+
+ with open("transformedTrace.csv", 'w') as file:
+ for action in self.actionsPerformed:
+ output += str(action) + "\n"
+
+ file.write(output)
+
+
+ def __eq__(self, other):
+ return self.name == other.name
\ No newline at end of file
diff --git a/User/UserProfileData.py b/User/UserProfileData.py
new file mode 100644
index 0000000..3ace757
--- /dev/null
+++ b/User/UserProfileData.py
@@ -0,0 +1,51 @@
+class HexadScores:
+ @classmethod
+ def fromQuestionnaire(cls, questionnaireScoreList):
+ print("from questionnaireScores not yet implemented")
+ return HexadScores(0,0,0,0,0,0)
+
+ def __init__(self, achieverScore, playerScore, socialiserScore, freeSpiritScore, disruptorScore, philanthropistScore):
+ self.achiever = achieverScore
+ self.player = playerScore
+ self.socialiser = socialiserScore
+ self.freeSpirit = freeSpiritScore
+ self.disruptor = disruptorScore
+ self.philanthropist = philanthropistScore
+
+
+class MotivationScores:
+ @classmethod
+ def fromQuestionnaire(cls, questionnaireScoreList):
+ print("method not yet implemented")
+ return MotivationScores()
+
+ # Types de motivation
+ # Intrinseque :
+ # MICO : a la connaissance
+ # MIAC : a l'accomplissement
+ # MIST : a la simulation
+ # Extrinseque :
+ # MEID : a la regulation identifiee
+ # MEIN : a la regulation introjectee
+ # MERE : a la regulation externe
+ # Amotivation :
+ # AMOT : amotivation
+
+ def __init__(self, mico, miac, mist, meid, mein, mere, amot):
+ self.mico = mico
+ self.miac = miac
+ self.mist = mist
+ self.meid = meid
+ self.mein = mein
+ self.mere = mere
+ self.amot = amot
+
+ def variation(self, motivationScores):
+ return MotivationScores(motivationScores.mico - self.mico, motivationScores.miac - self.miac, motivationScores.mist - self.mist, motivationScores.meid - self.meid, motivationScores.mein - self.mein, motivationScores.mere - self.mere, motivationScores.amot - self.amot)
+
+class UserProfileData:
+ def __init__(self, hexadScores, age, gender, initialMotivationScores):
+ self.hexadScores = hexadScores
+ self.age = age
+ self.gender = gender
+ self.initialMotivationScores = initialMotivationScores
\ No newline at end of file
diff --git a/ludimoodle_trace.log b/ludimoodle_trace.log
new file mode 100644
index 0000000..55875ff
--- /dev/null
+++ b/ludimoodle_trace.log
@@ -0,0 +1,125 @@
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