diff options
Diffstat (limited to 'stats/models.py')
-rw-r--r-- | stats/models.py | 140 |
1 files changed, 140 insertions, 0 deletions
diff --git a/stats/models.py b/stats/models.py new file mode 100644 index 0000000..84ac7ae --- /dev/null +++ b/stats/models.py @@ -0,0 +1,140 @@ +# Python Imports +import pandas as pd + +# Django Imports +from django.db import models +from django.utils import timezone +from django.contrib.auth.models import User +from django.db.models import F + +# Local Imports +from yaksh.models import Course, Lesson + + +def str_to_datetime(s): + return timezone.datetime.strptime(s, '%H:%M:%S') + + +def str_to_time(s): + return timezone.datetime.strptime(s, '%H:%M:%S').time() + + +def time_to_seconds(time): + return timezone.timedelta(hours=time.hour, minutes=time.minute, + seconds=time.second).total_seconds() + + +class TrackLessonManager(models.Manager): + def get_percentage_data(self, tracked_lessons): + percentage_data = {"1": 0, "2": 0, "3": 0, "4": 0} + for tracked in tracked_lessons: + percent = tracked.get_percentage_complete() + if percent < 25: + percentage_data["1"] = percentage_data["1"] + 1 + elif percent >= 25 and percent < 50: + percentage_data["2"] = percentage_data["2"] + 1 + elif percent >= 50 and percent < 75: + percentage_data["3"] = percentage_data["3"] + 1 + elif percent >= 75: + percentage_data["4"] = percentage_data["4"] + 1 + return percentage_data + + +class TrackLesson(models.Model): + user = models.ForeignKey(User, on_delete=models.CASCADE) + course = models.ForeignKey(Course, on_delete=models.CASCADE) + lesson = models.ForeignKey(Lesson, on_delete=models.CASCADE) + current_time = models.CharField(max_length=100, default="00:00:00") + video_duration = models.CharField(max_length=100, default="00:00:00") + creation_time = models.DateTimeField(auto_now_add=True) + watched = models.BooleanField(default=False) + + objects = TrackLessonManager() + + class Meta: + unique_together = ('user', 'course', 'lesson') + + def get_log_counter(self): + return self.lessonlog_set.count() + + def get_current_time(self): + if self.current_time == '00:00:00': + return '00:00:00' + return self.current_time + + def get_video_duration(self): + if self.video_duration == '00:00:00': + return '00:00:00' + return self.video_duration + + def set_current_time(self, ct): + t = timezone.datetime.strptime(ct, '%H:%M:%S').time() + current = timezone.datetime.strptime(self.current_time, + '%H:%M:%S').time() + if t > current: + self.current_time = ct + + def get_percentage_complete(self): + ctime = self.current_time + vduration = self.video_duration + if ctime == '00:00:00' and vduration == '00:00:00': + return 0 + duration = str_to_time(vduration) + watch_time = str_to_time(ctime) + duration_seconds = time_to_seconds(duration) + watched_seconds = time_to_seconds(watch_time) + percentage = round((watched_seconds / duration_seconds) * 100) + return percentage + + def get_last_access_time(self): + lesson_logs = self.lessonlog_set + last_access_time = self.creation_time + if lesson_logs.exists(): + last_access_time = lesson_logs.last().last_access_time + return last_access_time + + def set_watched(self): + ctime = self.current_time + vduration = self.video_duration + if ctime != '00:00:00' and vduration != '00:00:00': + duration = str_to_time(vduration) + watch_time = (str_to_datetime(ctime) + timezone.timedelta( + seconds=120)).time() + self.watched = watch_time >= duration + + def get_watched(self): + if not self.watched: + self.set_watched() + self.save() + return self.watched + + def time_spent(self): + if self.video_duration != '00:00:00': + hits = self.get_log_counter() + duration = str_to_time(self.video_duration) + hit_duration = int((time_to_seconds(duration))/4) + total_duration = hits * hit_duration + return str(timezone.timedelta(seconds=total_duration)) + return self.get_current_time() + + def get_no_of_vists(self): + lesson_logs = self.lessonlog_set.values("last_access_time").annotate( + visits=F('last_access_time') + ) + df = pd.DataFrame(lesson_logs) + visits = 1 + if not df.empty: + visits = df.groupby( + [df['visits'].dt.date] + ).first().count()['visits'] + return visits + + def __str__(self): + return (f"Track {self.lesson} in {self.course} " + f"for {self.user.get_full_name()}") + + +class LessonLog(models.Model): + track = models.ForeignKey(TrackLesson, on_delete=models.CASCADE) + current_time = models.CharField(max_length=20, default="00:00:00") + last_access_time = models.DateTimeField(default=timezone.now) |