import pytest pytest_plugins = ["tests.legacy.delphi.fixtures.responses", "tests.legacy.analytics.fixtures.test_utils"] async def test_track_videos(client, auth_header, mocked_videos): params = { "views": 84, "isrc": ["abc"], "limit": 2, "offset": 2, "sort_by": ["-views", "video_title"], } expected_json_response = { "items": [ { "channel_id": "youtube_UCOB-wQLzO2y1lKIOxcEldqQ", "channel_title": "Nightly Music", "content_type": "song_ugc", "date_uploaded": "2020-08-24", "dsp": "youtube", "dsp_channel_id": "UCOB-wQLzO2y1lKIOxcEldqQ", "dsp_video_id": "nJH5Mm7R3-w", "duration_seconds": 143, "thumbnails": { "default": {"height": 90, "url": "https://i.ytimg.com/vi/nJH5Mm7R3-w/default.jpg", "width": 120}, "high": {"height": 360, "url": "https://i.ytimg.com/vi/nJH5Mm7R3-w/hqdefault.jpg", "width": 480}, "medium": {"height": 180, "url": "https://i.ytimg.com/vi/nJH5Mm7R3-w/mqdefault.jpg", "width": 320}, }, "video_id": "youtube_nJH5Mm7R3-w", "video_title": "24kGoldn - Mood (Lyrics) ft. Iann Dior | Why you always in a mood", "views": 67673, }, { "channel_id": "youtube_UC-A-lsAXRCPiu_7ZOjVj2mw", "channel_title": "DKTx FF", "content_type": "ugc", "date_uploaded": "2020-10-05", "dsp": "youtube", "dsp_channel_id": "UC-A-lsAXRCPiu_7ZOjVj2mw", "dsp_video_id": "NXo5gHARb04", "duration_seconds": 70, "thumbnails": { "default": {"height": 90, "url": "https://i.ytimg.com/vi/NXo5gHARb04/default.jpg", "width": 120}, "high": {"height": 360, "url": "https://i.ytimg.com/vi/NXo5gHARb04/hqdefault.jpg", "width": 480}, "medium": {"height": 180, "url": "https://i.ytimg.com/vi/NXo5gHARb04/mqdefault.jpg", "width": 320}, }, "video_id": "youtube_NXo5gHARb04", "video_title": "24kGoldn-Mood❤️(Free Fire Highlights)", "views": 85, }, ] } response = await client.get("/api/analytics/v1/youtube/videos", headers=auth_header, params=params) response_json = await response.json() assert response_json == expected_json_response @pytest.mark.parametrize( "params, expected_result", ( ( {"video_id": "youtube_OPf0YbXqDm0", "latest_date": "2021-01-30", "country_code_list": ["de", "us"]}, { "biggest_traffic_source": {"percentage": 41, "sources": ["playlists"]}, "daily_metrics": [ { "average_view_duration_percentage": 60.88289, "average_view_duration_seconds": 164.99263, "comments": 181, "date": "2021-01-30", "dislikes": 150, "likes": 3358, "shares": 4202, "timestampt": 1611964800, "traffic_source_types": { "browse_features": 55941, "direct_or_unknown": 5837, "external": 12569, "interactive_video_endscreen": 29, "notifications": 1, "other_youtube_features": 32975, "playlist_pages": 27256, "playlists": 376653, "programming_from_claimed_content": 373, "shorts": 0, "stories": 0, "suggested_videos": 350241, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1437, "youtube_search": 104542, }, "views": 967854, }, { "average_view_duration_percentage": 60.43734, "average_view_duration_seconds": 163.78519, "comments": 169, "date": "2021-01-29", "dislikes": 122, "likes": 3158, "shares": 4170, "timestampt": 1611878400, "traffic_source_types": { "browse_features": 53893, "direct_or_unknown": 6073, "external": 13064, "interactive_video_endscreen": 32, "notifications": 0, "other_youtube_features": 26068, "playlist_pages": 25662, "playlists": 362016, "programming_from_claimed_content": 387, "shorts": 1, "stories": 0, "suggested_videos": 298024, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1291, "youtube_search": 98924, }, "views": 885436, }, { "average_view_duration_percentage": 61.50726, "average_view_duration_seconds": 166.68466, "comments": 179, "date": "2021-01-28", "dislikes": 178, "likes": 4327, "shares": 4043, "timestampt": 1611792000, "traffic_source_types": { "browse_features": 52568, "direct_or_unknown": 5879, "external": 12095, "interactive_video_endscreen": 31, "notifications": 0, "other_youtube_features": 20014, "playlist_pages": 23118, "playlists": 337460, "programming_from_claimed_content": 441, "shorts": 0, "stories": 0, "suggested_videos": 283539, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1317, "youtube_search": 85031, }, "views": 821493, }, { "average_view_duration_percentage": 61.58814, "average_view_duration_seconds": 166.90385, "comments": 169, "date": "2021-01-27", "dislikes": 168, "likes": 4667, "shares": 4153, "timestampt": 1611705600, "traffic_source_types": { "browse_features": 53142, "direct_or_unknown": 6586, "external": 10976, "interactive_video_endscreen": 26, "notifications": 1, "other_youtube_features": 19785, "playlist_pages": 22572, "playlists": 331206, "programming_from_claimed_content": 411, "shorts": 0, "stories": 0, "suggested_videos": 304832, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1291, "youtube_search": 82926, }, "views": 833755, }, { "average_view_duration_percentage": 61.38193, "average_view_duration_seconds": 166.34503, "comments": 158, "date": "2021-01-26", "dislikes": 152, "likes": 4674, "shares": 3979, "timestampt": 1611619200, "traffic_source_types": { "browse_features": 52765, "direct_or_unknown": 6498, "external": 10083, "interactive_video_endscreen": 22, "notifications": 0, "other_youtube_features": 19754, "playlist_pages": 22096, "playlists": 340098, "programming_from_claimed_content": 542, "shorts": 0, "stories": 0, "suggested_videos": 295934, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1219, "youtube_search": 82108, }, "views": 831119, }, { "average_view_duration_percentage": 58.454987, "average_view_duration_seconds": 158.41302, "comments": 184, "date": "2021-01-25", "dislikes": 192, "likes": 5733, "shares": 4161, "timestampt": 1611532800, "traffic_source_types": { "browse_features": 49498, "direct_or_unknown": 6537, "external": 10666, "interactive_video_endscreen": 34, "notifications": 2, "other_youtube_features": 19716, "playlist_pages": 22331, "playlists": 344399, "programming_from_claimed_content": 545, "shorts": 0, "stories": 0, "suggested_videos": 307882, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1211, "youtube_search": 80678, }, "views": 843499, }, { "average_view_duration_percentage": 58.847557, "average_view_duration_seconds": 159.47688, "comments": 189, "date": "2021-01-24", "dislikes": 210, "likes": 5496, "shares": 4134, "timestampt": 1611446400, "traffic_source_types": { "browse_features": 51261, "direct_or_unknown": 6228, "external": 10182, "interactive_video_endscreen": 25, "notifications": 0, "other_youtube_features": 23050, "playlist_pages": 22672, "playlists": 364245, "programming_from_claimed_content": 496, "shorts": 0, "stories": 0, "suggested_videos": 310497, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1236, "youtube_search": 83912, }, "views": 873804, }, { "average_view_duration_percentage": 59.59737, "average_view_duration_seconds": 161.50887, "comments": 200, "date": "2021-01-23", "dislikes": 237, "likes": 6319, "shares": 4281, "timestampt": 1611360000, "traffic_source_types": { "browse_features": 59058, "direct_or_unknown": 7015, "external": 12334, "interactive_video_endscreen": 17, "notifications": 1, "other_youtube_features": 33617, "playlist_pages": 28140, "playlists": 439888, "programming_from_claimed_content": 551, "shorts": 1, "stories": 0, "suggested_videos": 379371, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1419, "youtube_search": 104490, }, "views": 1065903, }, { "average_view_duration_percentage": 60.3978, "average_view_duration_seconds": 163.67804, "comments": 195, "date": "2021-01-22", "dislikes": 227, "likes": 5933, "shares": 4129, "timestampt": 1611273600, "traffic_source_types": { "browse_features": 54366, "direct_or_unknown": 7232, "external": 11307, "interactive_video_endscreen": 24, "notifications": 2, "other_youtube_features": 26352, "playlist_pages": 26027, "playlists": 387079, "programming_from_claimed_content": 538, "shorts": 0, "stories": 0, "suggested_videos": 339764, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1334, "youtube_search": 98408, }, "views": 952434, }, { "average_view_duration_percentage": 60.484005, "average_view_duration_seconds": 163.91164, "comments": 179, "date": "2021-01-21", "dislikes": 194, "likes": 5555, "shares": 4042, "timestampt": 1611187200, "traffic_source_types": { "browse_features": 51708, "direct_or_unknown": 6582, "external": 10357, "interactive_video_endscreen": 20, "notifications": 0, "other_youtube_features": 21066, "playlist_pages": 22227, "playlists": 358583, "programming_from_claimed_content": 536, "shorts": 0, "stories": 0, "suggested_videos": 290813, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1218, "youtube_search": 84492, }, "views": 847603, }, { "average_view_duration_percentage": 60.030228, "average_view_duration_seconds": 162.68193, "comments": 172, "date": "2021-01-20", "dislikes": 213, "likes": 5623, "shares": 3946, "timestampt": 1611100800, "traffic_source_types": { "browse_features": 52458, "direct_or_unknown": 6411, "external": 9961, "interactive_video_endscreen": 14, "notifications": 3, "other_youtube_features": 19756, "playlist_pages": 22157, "playlists": 335945, "programming_from_claimed_content": 457, "shorts": 1, "stories": 0, "suggested_videos": 293046, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1214, "youtube_search": 82145, }, "views": 823569, }, { "average_view_duration_percentage": 61.256256, "average_view_duration_seconds": 166.00447, "comments": 191, "date": "2021-01-19", "dislikes": 183, "likes": 5374, "shares": 4065, "timestampt": 1611014400, "traffic_source_types": { "browse_features": 52436, "direct_or_unknown": 6642, "external": 10018, "interactive_video_endscreen": 30, "notifications": 3, "other_youtube_features": 20303, "playlist_pages": 22468, "playlists": 345823, "programming_from_claimed_content": 466, "shorts": 0, "stories": 0, "suggested_videos": 297267, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1245, "youtube_search": 81405, }, "views": 838107, }, { "average_view_duration_percentage": 60.545925, "average_view_duration_seconds": 164.07947, "comments": 172, "date": "2021-01-18", "dislikes": 216, "likes": 5478, "shares": 3852, "timestampt": 1610928000, "traffic_source_types": { "browse_features": 52446, "direct_or_unknown": 6474, "external": 9810, "interactive_video_endscreen": 14, "notifications": 1, "other_youtube_features": 20062, "playlist_pages": 21840, "playlists": 339939, "programming_from_claimed_content": 524, "shorts": 1, "stories": 0, "suggested_videos": 283921, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1231, "youtube_search": 81046, }, "views": 817309, }, { "average_view_duration_percentage": 59.748074, "average_view_duration_seconds": 161.91727, "comments": 158, "date": "2021-01-17", "dislikes": 221, "likes": 5299, "shares": 3992, "timestampt": 1610841600, "traffic_source_types": { "browse_features": 53388, "direct_or_unknown": 6485, "external": 10313, "interactive_video_endscreen": 12, "notifications": 1, "other_youtube_features": 23760, "playlist_pages": 22932, "playlists": 335234, "programming_from_claimed_content": 573, "shorts": 0, "stories": 0, "suggested_videos": 284350, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1201, "youtube_search": 85923, }, "views": 824172, }, ], "trends": { "daily_trend": 9, "latest_date_views": 967854, "weekly_trend": 521, "weekly_views": 12226057, }, }, ), ( { "video_id": "youtube_OPf0YbXqDm0,youtube_YJ6F8qlINbc", "latest_date": "2021-01-30", "country_code_list": ["de", "us"], }, { "biggest_traffic_source": {"percentage": 41, "sources": ["playlists"]}, "daily_metrics": [ { "average_view_duration_percentage": 113.631215, "average_view_duration_seconds": 380.73329, "comments": 182, "date": "2021-01-30", "dislikes": 151, "likes": 3364, "shares": 4242, "timestampt": 1611964800, "traffic_source_types": { "browse_features": 56091, "direct_or_unknown": 5862, "external": 12636, "interactive_video_endscreen": 29, "notifications": 1, "other_youtube_features": 33080, "playlist_pages": 27337, "playlists": 377459, "programming_from_claimed_content": 373, "shorts": 0, "stories": 0, "suggested_videos": 350589, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1439, "youtube_search": 104932, }, "views": 969828, }, { "average_view_duration_percentage": 108.95683299999999, "average_view_duration_seconds": 362.22992, "comments": 170, "date": "2021-01-29", "dislikes": 122, "likes": 3165, "shares": 4208, "timestampt": 1611878400, "traffic_source_types": { "browse_features": 54034, "direct_or_unknown": 6095, "external": 13124, "interactive_video_endscreen": 32, "notifications": 0, "other_youtube_features": 26144, "playlist_pages": 25743, "playlists": 362816, "programming_from_claimed_content": 387, "shorts": 1, "stories": 0, "suggested_videos": 298392, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1305, "youtube_search": 99318, }, "views": 887392, }, { "average_view_duration_percentage": 110.75244, "average_view_duration_seconds": 368.09744, "comments": 179, "date": "2021-01-28", "dislikes": 178, "likes": 4342, "shares": 4078, "timestampt": 1611792000, "traffic_source_types": { "browse_features": 52717, "direct_or_unknown": 5909, "external": 12175, "interactive_video_endscreen": 31, "notifications": 0, "other_youtube_features": 20080, "playlist_pages": 23212, "playlists": 338209, "programming_from_claimed_content": 441, "shorts": 0, "stories": 0, "suggested_videos": 283899, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1325, "youtube_search": 85431, }, "views": 823429, }, { "average_view_duration_percentage": 116.35646, "average_view_duration_seconds": 390.90628000000004, "comments": 169, "date": "2021-01-27", "dislikes": 169, "likes": 4681, "shares": 4193, "timestampt": 1611705600, "traffic_source_types": { "browse_features": 53269, "direct_or_unknown": 6619, "external": 11070, "interactive_video_endscreen": 26, "notifications": 1, "other_youtube_features": 19866, "playlist_pages": 22674, "playlists": 332011, "programming_from_claimed_content": 411, "shorts": 0, "stories": 0, "suggested_videos": 305141, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1300, "youtube_search": 83303, }, "views": 835692, }, { "average_view_duration_percentage": 121.62568999999999, "average_view_duration_seconds": 412.742, "comments": 158, "date": "2021-01-26", "dislikes": 152, "likes": 4685, "shares": 4018, "timestampt": 1611619200, "traffic_source_types": { "browse_features": 52913, "direct_or_unknown": 6527, "external": 10121, "interactive_video_endscreen": 22, "notifications": 0, "other_youtube_features": 19843, "playlist_pages": 22185, "playlists": 341008, "programming_from_claimed_content": 542, "shorts": 0, "stories": 0, "suggested_videos": 296304, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1224, "youtube_search": 82465, }, "views": 833154, }, { "average_view_duration_percentage": 116.576092, "average_view_duration_seconds": 396.12834, "comments": 185, "date": "2021-01-25", "dislikes": 192, "likes": 5751, "shares": 4208, "timestampt": 1611532800, "traffic_source_types": { "browse_features": 49649, "direct_or_unknown": 6567, "external": 10722, "interactive_video_endscreen": 34, "notifications": 2, "other_youtube_features": 19805, "playlist_pages": 22423, "playlists": 345244, "programming_from_claimed_content": 545, "shorts": 0, "stories": 0, "suggested_videos": 308226, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1218, "youtube_search": 81083, }, "views": 845518, }, { "average_view_duration_percentage": 100.387295, "average_view_duration_seconds": 329.3744, "comments": 189, "date": "2021-01-24", "dislikes": 211, "likes": 5517, "shares": 4172, "timestampt": 1611446400, "traffic_source_types": { "browse_features": 51427, "direct_or_unknown": 6253, "external": 10235, "interactive_video_endscreen": 25, "notifications": 0, "other_youtube_features": 23117, "playlist_pages": 22756, "playlists": 364940, "programming_from_claimed_content": 496, "shorts": 0, "stories": 0, "suggested_videos": 310822, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1246, "youtube_search": 84370, }, "views": 875687, }, { "average_view_duration_percentage": 113.59284199999999, "average_view_duration_seconds": 382.35036, "comments": 202, "date": "2021-01-23", "dislikes": 238, "likes": 6337, "shares": 4326, "timestampt": 1611360000, "traffic_source_types": { "browse_features": 59218, "direct_or_unknown": 7042, "external": 12417, "interactive_video_endscreen": 17, "notifications": 1, "other_youtube_features": 33710, "playlist_pages": 28235, "playlists": 440712, "programming_from_claimed_content": 551, "shorts": 1, "stories": 0, "suggested_videos": 379685, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1424, "youtube_search": 104909, }, "views": 1067923, }, { "average_view_duration_percentage": 118.82804999999999, "average_view_duration_seconds": 402.65774, "comments": 195, "date": "2021-01-22", "dislikes": 228, "likes": 5954, "shares": 4168, "timestampt": 1611273600, "traffic_source_types": { "browse_features": 54522, "direct_or_unknown": 7267, "external": 11354, "interactive_video_endscreen": 24, "notifications": 2, "other_youtube_features": 26446, "playlist_pages": 26123, "playlists": 387991, "programming_from_claimed_content": 538, "shorts": 0, "stories": 0, "suggested_videos": 340085, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1343, "youtube_search": 98765, }, "views": 954461, }, { "average_view_duration_percentage": 118.608525, "average_view_duration_seconds": 401.64092, "comments": 179, "date": "2021-01-21", "dislikes": 194, "likes": 5584, "shares": 4083, "timestampt": 1611187200, "traffic_source_types": { "browse_features": 51860, "direct_or_unknown": 6608, "external": 10406, "interactive_video_endscreen": 20, "notifications": 0, "other_youtube_features": 21168, "playlist_pages": 22301, "playlists": 359359, "programming_from_claimed_content": 536, "shorts": 0, "stories": 0, "suggested_videos": 291092, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1228, "youtube_search": 84898, }, "views": 849477, }, { "average_view_duration_percentage": 119.632233, "average_view_duration_seconds": 406.45412, "comments": 172, "date": "2021-01-20", "dislikes": 214, "likes": 5645, "shares": 3987, "timestampt": 1611100800, "traffic_source_types": { "browse_features": 52614, "direct_or_unknown": 6433, "external": 10002, "interactive_video_endscreen": 14, "notifications": 3, "other_youtube_features": 19827, "playlist_pages": 22253, "playlists": 336860, "programming_from_claimed_content": 457, "shorts": 1, "stories": 0, "suggested_videos": 293298, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1224, "youtube_search": 82550, }, "views": 825537, }, { "average_view_duration_percentage": 116.954132, "average_view_duration_seconds": 393.80877, "comments": 192, "date": "2021-01-19", "dislikes": 183, "likes": 5399, "shares": 4091, "timestampt": 1611014400, "traffic_source_types": { "browse_features": 52573, "direct_or_unknown": 6653, "external": 10052, "interactive_video_endscreen": 30, "notifications": 3, "other_youtube_features": 20378, "playlist_pages": 22556, "playlists": 346779, "programming_from_claimed_content": 466, "shorts": 0, "stories": 0, "suggested_videos": 297492, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1253, "youtube_search": 81777, }, "views": 840013, }, { "average_view_duration_percentage": 109.183535, "average_view_duration_seconds": 363.0073, "comments": 172, "date": "2021-01-18", "dislikes": 217, "likes": 5493, "shares": 3892, "timestampt": 1610928000, "traffic_source_types": { "browse_features": 52557, "direct_or_unknown": 6493, "external": 9844, "interactive_video_endscreen": 14, "notifications": 1, "other_youtube_features": 20153, "playlist_pages": 21935, "playlists": 340922, "programming_from_claimed_content": 524, "shorts": 1, "stories": 0, "suggested_videos": 284149, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1245, "youtube_search": 81432, }, "views": 819270, }, { "average_view_duration_percentage": 120.298191, "average_view_duration_seconds": 409.56727, "comments": 159, "date": "2021-01-17", "dislikes": 221, "likes": 5318, "shares": 4014, "timestampt": 1610841600, "traffic_source_types": { "browse_features": 53508, "direct_or_unknown": 6503, "external": 10362, "interactive_video_endscreen": 12, "notifications": 1, "other_youtube_features": 23851, "playlist_pages": 23030, "playlists": 336164, "programming_from_claimed_content": 573, "shorts": 0, "stories": 0, "suggested_videos": 284567, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1209, "youtube_search": 86311, }, "views": 826091, }, ], "trends": { "daily_trend": 9, "latest_date_views": 969828, "weekly_trend": 521, "weekly_views": 12253472, }, }, ), ), ) async def test_track_performance(params, expected_result, client, auth_header, mocked_video_analytics): response = await client.get("/api/analytics/v1/youtube/performance", headers=auth_header, params=params) response_json = await response.json() assert response_json == expected_result assert len(response_json["daily_metrics"]) == 14 @pytest.mark.parametrize( "params, expected_result", ( ( {"video_id": "youtube_OPf0YbXqDm0", "latest_date": "2021-01-30", "country_code_list": ["de", "us"]}, { "coordinates": [ { "x": 1610841600, "y": { "browse_features": 53388, "direct_or_unknown": 6485, "external": 10313, "interactive_video_endscreen": 12, "notifications": 1, "other_youtube_features": 23760, "playlist_pages": 22932, "playlists": 335234, "programming_from_claimed_content": 573, "shorts": 0, "stories": 0, "suggested_videos": 284350, "total": 824172, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1201, "youtube_search": 85923, }, }, { "x": 1610928000, "y": { "browse_features": 52446, "direct_or_unknown": 6474, "external": 9810, "interactive_video_endscreen": 14, "notifications": 1, "other_youtube_features": 20062, "playlist_pages": 21840, "playlists": 339939, "programming_from_claimed_content": 524, "shorts": 1, "stories": 0, "suggested_videos": 283921, "total": 817309, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1231, "youtube_search": 81046, }, }, { "x": 1611014400, "y": { "browse_features": 52436, "direct_or_unknown": 6642, "external": 10018, "interactive_video_endscreen": 30, "notifications": 3, "other_youtube_features": 20303, "playlist_pages": 22468, "playlists": 345823, "programming_from_claimed_content": 466, "shorts": 0, "stories": 0, "suggested_videos": 297267, "total": 838107, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1245, "youtube_search": 81405, }, }, { "x": 1611100800, "y": { "browse_features": 52458, "direct_or_unknown": 6411, "external": 9961, "interactive_video_endscreen": 14, "notifications": 3, "other_youtube_features": 19756, "playlist_pages": 22157, "playlists": 335945, "programming_from_claimed_content": 457, "shorts": 1, "stories": 0, "suggested_videos": 293046, "total": 823569, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1214, "youtube_search": 82145, }, }, { "x": 1611187200, "y": { "browse_features": 51708, "direct_or_unknown": 6582, "external": 10357, "interactive_video_endscreen": 20, "notifications": 0, "other_youtube_features": 21066, "playlist_pages": 22227, "playlists": 358583, "programming_from_claimed_content": 536, "shorts": 0, "stories": 0, "suggested_videos": 290813, "total": 847603, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1218, "youtube_search": 84492, }, }, { "x": 1611273600, "y": { "browse_features": 54366, "direct_or_unknown": 7232, "external": 11307, "interactive_video_endscreen": 24, "notifications": 2, "other_youtube_features": 26352, "playlist_pages": 26027, "playlists": 387079, "programming_from_claimed_content": 538, "shorts": 0, "stories": 0, "suggested_videos": 339764, "total": 952434, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1334, "youtube_search": 98408, }, }, { "x": 1611360000, "y": { "browse_features": 59058, "direct_or_unknown": 7015, "external": 12334, "interactive_video_endscreen": 17, "notifications": 1, "other_youtube_features": 33617, "playlist_pages": 28140, "playlists": 439888, "programming_from_claimed_content": 551, "shorts": 1, "stories": 0, "suggested_videos": 379371, "total": 1065903, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1419, "youtube_search": 104490, }, }, { "x": 1611446400, "y": { "browse_features": 51261, "direct_or_unknown": 6228, "external": 10182, "interactive_video_endscreen": 25, "notifications": 0, "other_youtube_features": 23050, "playlist_pages": 22672, "playlists": 364245, "programming_from_claimed_content": 496, "shorts": 0, "stories": 0, "suggested_videos": 310497, "total": 873804, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1236, "youtube_search": 83912, }, }, { "x": 1611532800, "y": { "browse_features": 49498, "direct_or_unknown": 6537, "external": 10666, "interactive_video_endscreen": 34, "notifications": 2, "other_youtube_features": 19716, "playlist_pages": 22331, "playlists": 344399, "programming_from_claimed_content": 545, "shorts": 0, "stories": 0, "suggested_videos": 307882, "total": 843499, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1211, "youtube_search": 80678, }, }, { "x": 1611619200, "y": { "browse_features": 52765, "direct_or_unknown": 6498, "external": 10083, "interactive_video_endscreen": 22, "notifications": 0, "other_youtube_features": 19754, "playlist_pages": 22096, "playlists": 340098, "programming_from_claimed_content": 542, "shorts": 0, "stories": 0, "suggested_videos": 295934, "total": 831119, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1219, "youtube_search": 82108, }, }, { "x": 1611705600, "y": { "browse_features": 53142, "direct_or_unknown": 6586, "external": 10976, "interactive_video_endscreen": 26, "notifications": 1, "other_youtube_features": 19785, "playlist_pages": 22572, "playlists": 331206, "programming_from_claimed_content": 411, "shorts": 0, "stories": 0, "suggested_videos": 304832, "total": 833755, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1291, "youtube_search": 82926, }, }, { "x": 1611792000, "y": { "browse_features": 52568, "direct_or_unknown": 5879, "external": 12095, "interactive_video_endscreen": 31, "notifications": 0, "other_youtube_features": 20014, "playlist_pages": 23118, "playlists": 337460, "programming_from_claimed_content": 441, "shorts": 0, "stories": 0, "suggested_videos": 283539, "total": 821493, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1317, "youtube_search": 85031, }, }, { "x": 1611878400, "y": { "browse_features": 53893, "direct_or_unknown": 6073, "external": 13064, "interactive_video_endscreen": 32, "notifications": 0, "other_youtube_features": 26068, "playlist_pages": 25662, "playlists": 362016, "programming_from_claimed_content": 387, "shorts": 1, "stories": 0, "suggested_videos": 298024, "total": 885436, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1291, "youtube_search": 98924, }, }, { "x": 1611964800, "y": { "browse_features": 55941, "direct_or_unknown": 5837, "external": 12569, "interactive_video_endscreen": 29, "notifications": 1, "other_youtube_features": 32975, "playlist_pages": 27256, "playlists": 376653, "programming_from_claimed_content": 373, "shorts": 0, "stories": 0, "suggested_videos": 350241, "total": 967854, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1437, "youtube_search": 104542, }, }, ] }, ), ( { "video_id": "youtube_OPf0YbXqDm0,youtube_YJ6F8qlINbc", "latest_date": "2021-01-30", "country_code_list": ["de", "us"], }, { "coordinates": [ { "x": 1610841600, "y": { "browse_features": 53508, "direct_or_unknown": 6503, "external": 10362, "interactive_video_endscreen": 12, "notifications": 1, "other_youtube_features": 23851, "playlist_pages": 23030, "playlists": 336164, "programming_from_claimed_content": 573, "shorts": 0, "stories": 0, "suggested_videos": 284567, "total": 826091, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1209, "youtube_search": 86311, }, }, { "x": 1610928000, "y": { "browse_features": 52557, "direct_or_unknown": 6493, "external": 9844, "interactive_video_endscreen": 14, "notifications": 1, "other_youtube_features": 20153, "playlist_pages": 21935, "playlists": 340922, "programming_from_claimed_content": 524, "shorts": 1, "stories": 0, "suggested_videos": 284149, "total": 819270, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1245, "youtube_search": 81432, }, }, { "x": 1611014400, "y": { "browse_features": 52573, "direct_or_unknown": 6653, "external": 10052, "interactive_video_endscreen": 30, "notifications": 3, "other_youtube_features": 20378, "playlist_pages": 22556, "playlists": 346779, "programming_from_claimed_content": 466, "shorts": 0, "stories": 0, "suggested_videos": 297492, "total": 840013, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1253, "youtube_search": 81777, }, }, { "x": 1611100800, "y": { "browse_features": 52614, "direct_or_unknown": 6433, "external": 10002, "interactive_video_endscreen": 14, "notifications": 3, "other_youtube_features": 19827, "playlist_pages": 22253, "playlists": 336860, "programming_from_claimed_content": 457, "shorts": 1, "stories": 0, "suggested_videos": 293298, "total": 825537, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1224, "youtube_search": 82550, }, }, { "x": 1611187200, "y": { "browse_features": 51860, "direct_or_unknown": 6608, "external": 10406, "interactive_video_endscreen": 20, "notifications": 0, "other_youtube_features": 21168, "playlist_pages": 22301, "playlists": 359359, "programming_from_claimed_content": 536, "shorts": 0, "stories": 0, "suggested_videos": 291092, "total": 849477, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1228, "youtube_search": 84898, }, }, { "x": 1611273600, "y": { "browse_features": 54522, "direct_or_unknown": 7267, "external": 11354, "interactive_video_endscreen": 24, "notifications": 2, "other_youtube_features": 26446, "playlist_pages": 26123, "playlists": 387991, "programming_from_claimed_content": 538, "shorts": 0, "stories": 0, "suggested_videos": 340085, "total": 954461, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1343, "youtube_search": 98765, }, }, { "x": 1611360000, "y": { "browse_features": 59218, "direct_or_unknown": 7042, "external": 12417, "interactive_video_endscreen": 17, "notifications": 1, "other_youtube_features": 33710, "playlist_pages": 28235, "playlists": 440712, "programming_from_claimed_content": 551, "shorts": 1, "stories": 0, "suggested_videos": 379685, "total": 1067923, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1424, "youtube_search": 104909, }, }, { "x": 1611446400, "y": { "browse_features": 51427, "direct_or_unknown": 6253, "external": 10235, "interactive_video_endscreen": 25, "notifications": 0, "other_youtube_features": 23117, "playlist_pages": 22756, "playlists": 364940, "programming_from_claimed_content": 496, "shorts": 0, "stories": 0, "suggested_videos": 310822, "total": 875687, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1246, "youtube_search": 84370, }, }, { "x": 1611532800, "y": { "browse_features": 49649, "direct_or_unknown": 6567, "external": 10722, "interactive_video_endscreen": 34, "notifications": 2, "other_youtube_features": 19805, "playlist_pages": 22423, "playlists": 345244, "programming_from_claimed_content": 545, "shorts": 0, "stories": 0, "suggested_videos": 308226, "total": 845518, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1218, "youtube_search": 81083, }, }, { "x": 1611619200, "y": { "browse_features": 52913, "direct_or_unknown": 6527, "external": 10121, "interactive_video_endscreen": 22, "notifications": 0, "other_youtube_features": 19843, "playlist_pages": 22185, "playlists": 341008, "programming_from_claimed_content": 542, "shorts": 0, "stories": 0, "suggested_videos": 296304, "total": 833154, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1224, "youtube_search": 82465, }, }, { "x": 1611705600, "y": { "browse_features": 53269, "direct_or_unknown": 6619, "external": 11070, "interactive_video_endscreen": 26, "notifications": 1, "other_youtube_features": 19866, "playlist_pages": 22674, "playlists": 332011, "programming_from_claimed_content": 411, "shorts": 0, "stories": 0, "suggested_videos": 305141, "total": 835692, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1300, "youtube_search": 83303, }, }, { "x": 1611792000, "y": { "browse_features": 52717, "direct_or_unknown": 5909, "external": 12175, "interactive_video_endscreen": 31, "notifications": 0, "other_youtube_features": 20080, "playlist_pages": 23212, "playlists": 338209, "programming_from_claimed_content": 441, "shorts": 0, "stories": 0, "suggested_videos": 283899, "total": 823429, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1325, "youtube_search": 85431, }, }, { "x": 1611878400, "y": { "browse_features": 54034, "direct_or_unknown": 6095, "external": 13124, "interactive_video_endscreen": 32, "notifications": 0, "other_youtube_features": 26144, "playlist_pages": 25743, "playlists": 362816, "programming_from_claimed_content": 387, "shorts": 1, "stories": 0, "suggested_videos": 298392, "total": 887392, "unknown": 0, "video_cards_and_annotations": 1, "youtube_advertising": 0, "youtube_channels": 1305, "youtube_search": 99318, }, }, { "x": 1611964800, "y": { "browse_features": 56091, "direct_or_unknown": 5862, "external": 12636, "interactive_video_endscreen": 29, "notifications": 1, "other_youtube_features": 33080, "playlist_pages": 27337, "playlists": 377459, "programming_from_claimed_content": 373, "shorts": 0, "stories": 0, "suggested_videos": 350589, "total": 969828, "unknown": 0, "video_cards_and_annotations": 0, "youtube_advertising": 0, "youtube_channels": 1439, "youtube_search": 104932, }, }, ] }, ), ), ) async def test_track_graph(params, expected_result, client, auth_header, mocked_video_analytics): response = await client.get("/api/analytics/v1/youtube/streams-graph", headers=auth_header, params=params) response_json = await response.json() assert response_json == expected_result assert len(response_json["coordinates"]) == 14 # YJ6F8qlINbc @pytest.mark.parametrize( "params, expected_result", ( ( { "video_id": "youtube_OPf0YbXqDm0", "start_date": "2021-01-16", "end_date": "2021-01-30", }, { "age_band_most_popular": "male_25_34", "age_band_percentage": "15.040777", "gender_most_popular": "male", "gender_percentage": "49.74604", }, ), ( { "video_id": "youtube_OPf0YbXqDm0,youtube_YJ6F8qlINbc", "start_date": "2021-01-16", "end_date": "2021-01-30", }, { "age_band_most_popular": "female_25_34", "age_band_percentage": "16.451603", "gender_most_popular": "female", "gender_percentage": "54.171882999999994", }, ), ), ) async def test_youtube_demographics(params, expected_result, client, auth_header, mocked_video_analytics): response = await client.get("/api/analytics/v1/youtube/demographics", headers=auth_header, params=params) response_json = await response.json() assert response_json == expected_result