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feat: simulate video learning events
Resolves #3
1 parent efed822 commit a60ee21

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7 files changed

+102
-5
lines changed

7 files changed

+102
-5
lines changed

‎lang-ENG/android-id-e387e38700000001/version-code-3001018/video-learning-events/e387e38700000001_3001018_video-learning-events_2024-09-21.csv‎

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id,timestamp,android_id,package_name,video_id,video_title,learning_event_type
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0,1726896840,e387e38700000001,ai.elimu.analytics,3,akili and me - letter c,
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0,1726896840,e387e38700000001,ai.elimu.analytics,42,one small step,
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0,1726896840,e387e38700000001,ai.elimu.analytics,13,akili and me - the rectangle song,
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0,1726896840,e387e38700000001,ai.elimu.analytics,8,akili and me - family,
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0,1726896840,e387e38700000001,ai.elimu.analytics,3,akili and me - letter c,
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0,1726896840,e387e38700000001,ai.elimu.analytics,42,one small step,
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0,1726896840,e387e38700000001,ai.elimu.analytics,8,akili and me - family,
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0,1726896840,e387e38700000001,ai.elimu.analytics,10,akili and me - music,
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0,1726896840,e387e38700000001,ai.elimu.analytics,33,akili and me - letter i,
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0,1726896840,e387e38700000001,ai.elimu.analytics,3,akili and me - letter c,
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0,1726896840,e387e38700000001,ai.elimu.analytics,36,akili and me - letter l,
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0,1726896840,e387e38700000001,ai.elimu.analytics,34,akili and me - letter j,

‎lang-ENG/android-id-e387e38700000002/version-code-3001018/video-learning-events/e387e38700000002_3001018_video-learning-events_2024-09-21.csv‎

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id,timestamp,android_id,package_name,video_id,video_title,learning_event_type
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0,1726896840,e387e38700000002,ai.elimu.analytics,42,one small step,
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0,1726896840,e387e38700000002,ai.elimu.analytics,7,akili and me - letter g,
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0,1726896840,e387e38700000002,ai.elimu.analytics,2,akili and me - letter b,
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0,1726896840,e387e38700000002,ai.elimu.analytics,5,akili and me - letter e,
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0,1726896840,e387e38700000002,ai.elimu.analytics,4,akili and me - letter d,
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0,1726896840,e387e38700000002,ai.elimu.analytics,14,akili and me - counting compilation,
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0,1726896840,e387e38700000002,ai.elimu.analytics,7,akili and me - letter g,
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0,1726896840,e387e38700000002,ai.elimu.analytics,10,akili and me - music,
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0,1726896840,e387e38700000002,ai.elimu.analytics,35,akili and me - letter k,
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0,1726896840,e387e38700000002,ai.elimu.analytics,11,akili and me - art - drawing rectangles,
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0,1726896840,e387e38700000002,ai.elimu.analytics,13,akili and me - the rectangle song,
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0,1726896840,e387e38700000002,ai.elimu.analytics,9,akili and me - jump jump jump,
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0,1726896840,e387e38700000002,ai.elimu.analytics,13,akili and me - the rectangle song,
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0,1726896840,e387e38700000002,ai.elimu.analytics,1,akili and me - letter a,
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0,1726896840,e387e38700000002,ai.elimu.analytics,5,akili and me - letter e,
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0,1726896840,e387e38700000002,ai.elimu.analytics,10,akili and me - music,
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0,1726896840,e387e38700000002,ai.elimu.analytics,33,akili and me - letter i,

‎lang-ENG/android-id-e387e38700000003/version-code-3001018/video-learning-events/e387e38700000003_3001018_video-learning-events_2024-09-21.csv‎

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id,timestamp,android_id,package_name,video_id,video_title,learning_event_type
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0,1726896840,e387e38700000003,ai.elimu.analytics,7,akili and me - letter g,
3+
0,1726896840,e387e38700000003,ai.elimu.analytics,33,akili and me - letter i,
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0,1726896840,e387e38700000003,ai.elimu.analytics,9,akili and me - jump jump jump,
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0,1726896840,e387e38700000003,ai.elimu.analytics,12,akili and me - numbers - one two three song,
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0,1726896840,e387e38700000003,ai.elimu.analytics,2,akili and me - letter b,
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0,1726896840,e387e38700000003,ai.elimu.analytics,14,akili and me - counting compilation,
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0,1726896840,e387e38700000003,ai.elimu.analytics,6,akili and me - letter f,
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0,1726896840,e387e38700000003,ai.elimu.analytics,14,akili and me - counting compilation,
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0,1726896840,e387e38700000003,ai.elimu.analytics,42,one small step,
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0,1726896840,e387e38700000003,ai.elimu.analytics,12,akili and me - numbers - one two three song,
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0,1726896840,e387e38700000003,ai.elimu.analytics,14,akili and me - counting compilation,
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0,1726896840,e387e38700000003,ai.elimu.analytics,10,akili and me - music,
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0,1726896840,e387e38700000003,ai.elimu.analytics,8,akili and me - family,
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0,1726896840,e387e38700000003,ai.elimu.analytics,34,akili and me - letter j,
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0,1726896840,e387e38700000003,ai.elimu.analytics,34,akili and me - letter j,
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0,1726896840,e387e38700000003,ai.elimu.analytics,6,akili and me - letter f,

‎lang-TGL/android-id-e387e38700000001/version-code-3001018/video-learning-events/e387e38700000001_3001018_video-learning-events_2024-09-21.csv‎

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id,timestamp,android_id,package_name,video_id,video_title,learning_event_type
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0,1726896842,e387e38700000001,ai.elimu.analytics,1,piper,

‎lang-TGL/android-id-e387e38700000002/version-code-3001018/video-learning-events/e387e38700000002_3001018_video-learning-events_2024-09-21.csv‎

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id,timestamp,android_id,package_name,video_id,video_title,learning_event_type
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0,1726896842,e387e38700000002,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000002,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000002,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000002,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000002,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000002,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000002,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000002,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000002,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000002,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000002,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000002,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000002,ai.elimu.analytics,1,piper,

‎lang-TGL/android-id-e387e38700000003/version-code-3001018/video-learning-events/e387e38700000003_3001018_video-learning-events_2024-09-21.csv‎

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id,timestamp,android_id,package_name,video_id,video_title,learning_event_type
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0,1726896842,e387e38700000003,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000003,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000003,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000003,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000003,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000003,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000003,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000003,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000003,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000003,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000003,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000003,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000003,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000003,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000003,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000003,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000003,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000003,ai.elimu.analytics,1,piper,
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0,1726896842,e387e38700000003,ai.elimu.analytics,1,piper,

‎simulate-video-learning-events.py‎

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date_iso_8601 = datetime.today().strftime('%Y-%m-%d')
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print(basename(__file__), f'date_iso_8601: {date_iso_8601}')
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def simulateVideoLearningEvent(android_id):
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def simulate_video_learning_event(android_id, videos_df: pandas.DataFrame):
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print(basename(__file__), 'simulate_video_learning_event')
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"""
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Simulate a VideoLearningEvent, e.g. a video being opened.
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@@ -33,12 +34,19 @@ def simulateVideoLearningEvent(android_id):
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id = 0
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timestamp = int(datetime.now().timestamp())
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# Locate a random video in the DataFrame
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number_of_videos = len(videos_df.index)
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random_video_index = random.randrange(0, number_of_videos)
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random_video = videos_df.loc[random_video_index]
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return {
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'id': id,
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'timestamp': timestamp,
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'android_id': android_id,
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'package_name': package_name,
41-
'video_id': 0
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'video_id': random_video.id,
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'video_title': random_video.title,
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'learning_event_type': ''
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}
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for language_code in language_codes:
@@ -49,6 +57,11 @@ def simulateVideoLearningEvent(android_id):
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print(basename(__file__), f'videos_csv_url: {videos_csv_url}')
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videos_df = pandas.read_csv(videos_csv_url)
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print(basename(__file__), f'videos_df: \n{videos_df}')
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number_of_videos = len(videos_df.index)
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print(basename(__file__), f'number_of_videos: {number_of_videos}')
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if (number_of_videos == 0):
63+
print(basename(__file__), 'Zero videos. Skipping event simulation.')
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continue
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base_url = f'http://{language_code.lower()}.elimu.ai'
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print(basename(__file__), f'base_url: {base_url}')
@@ -65,12 +78,12 @@ def simulateVideoLearningEvent(android_id):
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print(basename(__file__), f'random_number_of_events: {random_number_of_events}')
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for i in range(random_number_of_events):
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print(basename(__file__))
68-
event = simulateVideoLearningEvent(android_id)
69-
print(basename(__file__), f'event: {event}')
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event = simulate_video_learning_event(android_id, videos_df)
82+
# print(basename(__file__), f'event: {event}')
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video_learning_events.append(event)
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video_learning_events_df = pandas.DataFrame(video_learning_events)
73-
print(basename(__file__), f'video_learning_events_df: \n{video_learning_events_df}')
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# print(basename(__file__), f'video_learning_events_df: \n{video_learning_events_df}')
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# Export to CSV
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language_dir = f'lang-{language_code}'

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