Start to run

source/classifierManager/oulad/main.py

@@ -19,10 +19,8 @@ This file is part of Hubble-UserProfile.
 
 @author: Antoine Pigeau
 '''
-
 from datetime import datetime
 
-
 from classifierManager.oulad.scriptAdaBoost import ScriptAdaBoost
 
 from model.oulad.course import Course
@@ -49,9 +47,12 @@ if __name__ == "__main__":
     features = ConstantFeature.FEATURES_ALL
     
     (accuracy, confusionMatrix, resultWeight) = scriptAB.predictionTask(idCourse, groupNames, whereToCut=None)
+
+  
     print("Accuracy:"+str(accuracy))
     print("Confusion Matrix:"+str(confusionMatrix))
-    #scriptAB.predictionTaskForAllCoursesPeriod(groupNames) 
+
+    scriptAB.predictionTaskForAllCoursesPeriod(groupNames, idCourse) 
     #scriptABTemporal.predictionTaskForAllCoursesPeriod(groups)
     #scriptABTemporalWithStacking.predictionTaskForAllCoursesPeriod(groups)
     

source/dataManager/oulad/dataManager.py

@@ -38,7 +38,7 @@ class DataManager(DataManagerInterface):
     '''
 
     DIRECTORY_DATA = os.path.join(ProjectParameters.DIRECTORY_DATA, ProjectParameters.DIRECTORY_OULAD, 'Dataraw')
-
+    print(os.path.abspath('.'))
     PATH_STUDENT_VLE = "studentVle.csv"
     PATH_STUDENT_INFO = "studentInfo.csv"
     PATH_STUDENT_REG = "studentRegistration.csv"
@@ -131,7 +131,12 @@ class DataManager(DataManagerInterface):
                               Constant.COLUMN_TYPE_RESOURCE, Constant.COLUMN_DATE,
                               Constant.COLUMN_WEIGHT]
 
-        dateExam = self.courses[self.courses['id_course'] == idCourse]['module_presentation_length'].values[0]
+        if len(self.courses[self.courses['id_course'] == idCourse]['module_presentation_length']) >0:
+            dateExam = self.courses[self.courses['id_course'] == idCourse]['module_presentation_length'].values[0]
+            print(dateExam)
+        else:
+            dateExam = 0
+
         assessment.loc[assessment[Constant.COLUMN_TYPE_RESOURCE] == 'Exam', Constant.COLUMN_DATE] = dateExam
 
         course = pd.concat([material, assessment])

source/featureManager/oulad/constant.py

@@ -80,7 +80,10 @@ class Constant:
     # FEATURE_MAX_AMPLITUDE = 49
 
     
-    FEATURES_ALL = [FEATURE_ALL_MARKS, FEATURE_WINDOW_DURATION]#list(range(0,50))
+    FEATURES_ALL = [FEATURE_WINDOW_DURATION, FEATURE_DURATION_BEFORE_ASSESSMENT,
+                    FEATURE_NBR_EVENT_BEFORE_ASSESSMENT,FEATURE_NBR_SESSION_BEFORE_ASSESSMENT,
+                    FEATURE_SUM_FIRST_WEEK, FEATURE_DAY_BEFORE_DEADLINE,FEATURE_MAX_REST_DAY,
+                    FEATURE_DURATION_REST, FEATURE_AVERAGE_REST_DAY]
     
     FEATURES_NAMES = ['total intensity', 'window duration', 'linearity', 'inter median', 'nbr access per part', 'duration per part',
                       'average duration per part', 'all marks', 'duration before assessment', 'nbr event before assessment', 'nbr session before assessment',

source/featureManager/oulad/featureGroup.py

@@ -121,6 +121,8 @@ class FeatureGroup:
         
         data = self.group.getData()
         groups = data.groupby(ConstantModel.COLUMN_ID_USER)
+
+
         dataFeature = None
         
         for idUser, group in groups:

source/featureManager/oulad/featureMultiGroup.py

@@ -85,6 +85,7 @@ class FeatureMultiGroup:
         - add the featureGroup
         
         '''
+
         featureGroup = FeatureGroup(group)
         
         featureGroup.load(features)
@@ -107,7 +108,8 @@ class FeatureMultiGroup:
         
         for groupName in names:
             group = Group(course, groupName, whereToCut=whereToCut, WhereToCutUnity=whereToCutUnity)
-            self.__addGroup(group, features)
+            if len(group.getData()) > 0:
+                self.__addGroup(group, features)
             
     
     def getNumberOfUsers(self):

source/model/course.py

@@ -28,7 +28,7 @@ class Course:
     '''
     
     @staticmethod
-    def getCourseName(idCourse):
+    def getCourseName(idCourse,summary=True):
             '''
             function that return a textual representation of the course
             
@@ -38,7 +38,7 @@ class Course:
             @return: string, the name of the course 
             '''
             
-            raise NotImplementedError
+            return str(idCourse)
     
     def __init__(self, idCourse):
         '''