Steam.
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@ -10,7 +10,7 @@ from typing import List
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import requests_cache
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from flask import Flask, jsonify, logging, request
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from .strategies import miloStrats, iss, cars_in_traffic, tide_strat, upstairs_neighbour, bing, svm_strat, battery, just_eat
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from .strategies import miloStrats, iss, cars_in_traffic, tide_strat, upstairs_neighbour, bing, svm_strat, battery, just_eat, steam
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from .util import Context
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app = Flask(__name__)
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@ -33,6 +33,7 @@ strategies = {
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"ML Parking": svm_strat.perform_svm_pred,
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"Phone Battery Level": battery.battery_level,
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"Pizza Availability": just_eat.do_just_eat_strat,
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"Steam Players Online": steam.dota2_players,
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}
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545771, 2019-04-06 21:53:36.287284
|
||||
545771, 2019-04-06 21:55:16.581278
|
||||
545771, 2019-04-06 21:56:56.927074
|
||||
536380, 2019-04-06 21:58:37.184817
|
||||
536380, 2019-04-06 22:00:17.506034
|
||||
536380, 2019-04-06 22:01:57.816931
|
||||
526151, 2019-04-06 22:03:38.112851
|
||||
526151, 2019-04-06 22:05:18.446768
|
||||
526151, 2019-04-06 22:06:58.750961
|
||||
516839, 2019-04-06 22:08:39.085154
|
||||
516839, 2019-04-06 22:10:19.353621
|
||||
516839, 2019-04-06 22:11:59.611680
|
||||
505329, 2019-04-06 22:13:39.916699
|
||||
505329, 2019-04-06 22:15:20.311418
|
||||
505329, 2019-04-06 22:17:00.635633
|
||||
495851, 2019-04-06 22:18:40.977976
|
||||
495851, 2019-04-06 22:20:21.296353
|
||||
495851, 2019-04-06 22:22:01.653671
|
||||
489629, 2019-04-06 22:23:41.972655
|
||||
489629, 2019-04-06 22:25:22.278647
|
||||
489629, 2019-04-06 22:27:02.530505
|
||||
486296, 2019-04-06 22:28:42.865858
|
||||
486296, 2019-04-06 22:30:23.175996
|
||||
486296, 2019-04-06 22:32:03.481638
|
||||
484217, 2019-04-06 22:33:43.827660
|
||||
484217, 2019-04-06 22:35:24.153608
|
||||
484217, 2019-04-06 22:37:04.477692
|
||||
483498, 2019-04-06 22:38:44.774360
|
||||
483498, 2019-04-06 22:40:25.105863
|
||||
483498, 2019-04-06 22:42:05.424004
|
||||
483066, 2019-04-06 22:43:45.731582
|
||||
483066, 2019-04-06 22:45:26.085845
|
||||
483066, 2019-04-06 22:47:06.351344
|
||||
482232, 2019-04-06 22:48:46.585624
|
||||
482232, 2019-04-06 22:50:26.897734
|
||||
482232, 2019-04-06 22:52:07.189903
|
||||
481793, 2019-04-06 22:53:47.550924
|
||||
481793, 2019-04-06 22:55:27.898212
|
||||
481793, 2019-04-06 22:57:08.157946
|
||||
481003, 2019-04-06 22:58:48.452456
|
||||
481003, 2019-04-06 23:00:28.789872
|
||||
481003, 2019-04-06 23:02:09.100499
|
||||
479234, 2019-04-06 23:03:49.430244
|
||||
479234, 2019-04-06 23:05:29.765607
|
||||
479234, 2019-04-06 23:07:10.069371
|
||||
476052, 2019-04-06 23:08:50.357660
|
||||
476052, 2019-04-06 23:10:30.610948
|
||||
476052, 2019-04-06 23:12:10.872786
|
||||
472136, 2019-04-06 23:13:51.175597
|
||||
472136, 2019-04-06 23:15:31.512104
|
||||
472136, 2019-04-06 23:17:11.863298
|
||||
467800, 2019-04-06 23:18:52.192779
|
||||
467800, 2019-04-06 23:20:32.525520
|
||||
467800, 2019-04-06 23:22:13.387868
|
||||
463531, 2019-04-06 23:23:53.714178
|
||||
463531, 2019-04-06 23:25:34.012163
|
||||
463531, 2019-04-06 23:27:14.373963
|
||||
458805, 2019-04-06 23:28:54.747531
|
||||
458805, 2019-04-06 23:30:35.103040
|
||||
458805, 2019-04-06 23:32:15.434856
|
||||
454175, 2019-04-06 23:33:55.772872
|
||||
454175, 2019-04-06 23:35:36.031305
|
||||
454175, 2019-04-06 23:37:16.385961
|
||||
449132, 2019-04-06 23:38:56.714167
|
||||
449132, 2019-04-06 23:40:37.030090
|
||||
449132, 2019-04-06 23:42:17.297900
|
||||
444908, 2019-04-06 23:43:57.631982
|
||||
444908, 2019-04-06 23:45:38.024039
|
||||
444908, 2019-04-06 23:47:19.391924
|
||||
440082, 2019-04-06 23:48:59.727493
|
||||
440082, 2019-04-06 23:50:39.987779
|
||||
440082, 2019-04-06 23:52:20.312060
|
||||
435124, 2019-04-06 23:54:00.597553
|
||||
435124, 2019-04-06 23:55:40.889661
|
||||
435124, 2019-04-06 23:57:21.637912
|
||||
429296, 2019-04-06 23:59:01.981942
|
||||
429296, 2019-04-07 00:00:42.250980
|
||||
429296, 2019-04-07 00:02:22.552810
|
||||
423741, 2019-04-07 00:04:02.830551
|
||||
423741, 2019-04-07 00:05:43.173536
|
||||
423741, 2019-04-07 00:07:23.507072
|
||||
418250, 2019-04-07 00:09:03.854474
|
||||
418250, 2019-04-07 00:10:44.177312
|
||||
418250, 2019-04-07 00:12:24.461888
|
||||
412530, 2019-04-07 00:14:04.708110
|
||||
412530, 2019-04-07 00:15:44.949963
|
||||
412530, 2019-04-07 00:17:25.244961
|
||||
406677, 2019-04-07 00:19:05.536539
|
||||
406677, 2019-04-07 00:20:45.905825
|
||||
406677, 2019-04-07 00:22:26.304392
|
||||
401461, 2019-04-07 00:24:06.664528
|
||||
401461, 2019-04-07 00:25:46.899164
|
||||
401461, 2019-04-07 00:27:27.195690
|
||||
396138, 2019-04-07 00:29:07.475359
|
||||
396138, 2019-04-07 00:30:47.817654
|
||||
396138, 2019-04-07 00:32:28.062603
|
||||
390901, 2019-04-07 00:34:08.435171
|
||||
390901, 2019-04-07 00:35:48.723917
|
||||
390901, 2019-04-07 00:37:28.971784
|
||||
385741, 2019-04-07 00:39:09.250415
|
||||
385741, 2019-04-07 00:40:49.539746
|
||||
385741, 2019-04-07 00:42:29.900901
|
||||
380728, 2019-04-07 00:44:10.193810
|
||||
380728, 2019-04-07 00:45:50.470659
|
||||
380728, 2019-04-07 00:47:30.798584
|
||||
375792, 2019-04-07 00:49:11.075963
|
||||
375792, 2019-04-07 00:50:51.406284
|
||||
375792, 2019-04-07 00:52:31.749755
|
||||
370983, 2019-04-07 00:54:12.081563
|
||||
370983, 2019-04-07 00:55:52.351936
|
||||
370983, 2019-04-07 00:57:32.708994
|
||||
366210, 2019-04-07 00:59:13.908483
|
||||
366210, 2019-04-07 01:00:54.171536
|
||||
366210, 2019-04-07 01:02:34.450672
|
||||
360869, 2019-04-07 01:04:14.779485
|
||||
360869, 2019-04-07 01:05:55.061447
|
||||
360869, 2019-04-07 01:07:35.379539
|
||||
355968, 2019-04-07 01:09:15.772083
|
||||
355968, 2019-04-07 01:10:56.097223
|
||||
355968, 2019-04-07 01:12:36.369902
|
||||
351719, 2019-04-07 01:14:16.725569
|
||||
351719, 2019-04-07 01:15:57.018464
|
||||
351719, 2019-04-07 01:17:37.341446
|
||||
348194, 2019-04-07 01:19:17.667835
|
||||
348194, 2019-04-07 01:20:58.035269
|
||||
348194, 2019-04-07 01:22:38.305144
|
||||
344506, 2019-04-07 01:24:18.564649
|
||||
344506, 2019-04-07 01:25:58.849824
|
||||
344506, 2019-04-07 01:27:39.199444
|
||||
340842, 2019-04-07 01:29:19.481934
|
||||
340842, 2019-04-07 01:31:00.017510
|
||||
340842, 2019-04-07 01:32:40.263163
|
||||
337731, 2019-04-07 01:34:20.554886
|
||||
337731, 2019-04-07 01:36:00.839972
|
||||
337731, 2019-04-07 01:37:41.170351
|
||||
274753, 2019-04-07 01:39:21.518946
|
||||
274753, 2019-04-07 01:41:01.887082
|
||||
274753, 2019-04-07 01:42:42.216799
|
||||
292750, 2019-04-07 01:44:22.496555
|
||||
292750, 2019-04-07 01:46:02.851643
|
||||
292750, 2019-04-07 01:47:43.166697
|
||||
307968, 2019-04-07 01:49:23.460185
|
||||
307968, 2019-04-07 01:51:03.735553
|
||||
307968, 2019-04-07 01:52:44.070218
|
||||
308963, 2019-04-07 01:54:24.370864
|
||||
308963, 2019-04-07 01:56:04.713840
|
||||
308963, 2019-04-07 01:57:44.991340
|
||||
309364, 2019-04-07 01:59:25.270543
|
||||
309364, 2019-04-07 02:01:05.527877
|
||||
309364, 2019-04-07 02:02:45.814002
|
||||
309598, 2019-04-07 02:04:26.096268
|
||||
309598, 2019-04-07 02:06:06.456483
|
||||
309598, 2019-04-07 02:07:46.772375
|
||||
310363, 2019-04-07 02:09:27.074460
|
||||
310363, 2019-04-07 02:11:07.513723
|
||||
310363, 2019-04-07 02:12:47.856174
|
||||
311736, 2019-04-07 02:14:28.267217
|
||||
311736, 2019-04-07 02:16:08.607763
|
||||
311736, 2019-04-07 02:17:48.960092
|
||||
313745, 2019-04-07 02:19:29.263924
|
||||
313745, 2019-04-07 02:21:09.578425
|
||||
313745, 2019-04-07 02:22:49.928105
|
||||
315836, 2019-04-07 02:24:30.156123
|
||||
315836, 2019-04-07 02:26:10.464596
|
||||
315836, 2019-04-07 02:27:50.755420
|
||||
317976, 2019-04-07 02:29:31.122653
|
||||
317976, 2019-04-07 02:31:11.456722
|
||||
317976, 2019-04-07 02:32:51.787978
|
||||
319848, 2019-04-07 02:34:32.094861
|
||||
319848, 2019-04-07 02:36:12.376583
|
||||
319848, 2019-04-07 02:37:52.750237
|
||||
321930, 2019-04-07 02:39:33.012977
|
||||
321930, 2019-04-07 02:41:13.311085
|
||||
321930, 2019-04-07 02:42:53.633369
|
||||
324517, 2019-04-07 02:44:34.102793
|
||||
324517, 2019-04-07 02:46:14.504857
|
||||
324517, 2019-04-07 02:47:54.876204
|
||||
327542, 2019-04-07 02:49:35.114788
|
||||
327542, 2019-04-07 02:51:15.480654
|
||||
327542, 2019-04-07 02:52:55.815413
|
||||
331291, 2019-04-07 02:54:36.119613
|
||||
331291, 2019-04-07 02:56:16.440095
|
||||
331291, 2019-04-07 02:57:56.750398
|
||||
334975, 2019-04-07 02:59:37.058195
|
||||
334975, 2019-04-07 03:01:17.375209
|
||||
334975, 2019-04-07 03:02:58.055863
|
||||
339244, 2019-04-07 03:04:38.388329
|
||||
339244, 2019-04-07 03:06:18.685225
|
||||
339244, 2019-04-07 03:07:58.971974
|
||||
343571, 2019-04-07 03:09:39.234200
|
||||
343571, 2019-04-07 03:11:19.519782
|
||||
343571, 2019-04-07 03:12:59.942001
|
||||
348271, 2019-04-07 03:14:40.224029
|
||||
348271, 2019-04-07 03:16:20.552560
|
||||
348271, 2019-04-07 03:18:00.844391
|
||||
353552, 2019-04-07 03:19:41.096695
|
||||
353552, 2019-04-07 03:21:21.373152
|
||||
353552, 2019-04-07 03:23:01.736340
|
||||
358519, 2019-04-07 03:24:42.101176
|
||||
358519, 2019-04-07 03:26:22.360171
|
||||
358519, 2019-04-07 03:28:02.644312
|
||||
363878, 2019-04-07 03:29:42.964032
|
||||
363878, 2019-04-07 03:31:23.281019
|
||||
363878, 2019-04-07 03:33:03.566389
|
||||
369566, 2019-04-07 03:34:43.907835
|
||||
369566, 2019-04-07 03:36:24.240381
|
||||
369566, 2019-04-07 03:38:04.534922
|
||||
375601, 2019-04-07 03:39:44.827723
|
||||
375601, 2019-04-07 03:41:25.388592
|
||||
375601, 2019-04-07 03:43:05.691215
|
||||
|
|
|
@ -0,0 +1,40 @@
|
|||
from datetime import datetime
|
||||
from pathlib import Path
|
||||
|
||||
import requests
|
||||
|
||||
from ..util import Context, Prediction
|
||||
|
||||
|
||||
def dota2_players(context: Context) -> Prediction:
|
||||
"""
|
||||
How many players are playing Dota 2?
|
||||
"""
|
||||
p = Prediction()
|
||||
|
||||
# Find the historic data closest matching the current number of players. Lol yolo
|
||||
current_players = get_dota2_players()
|
||||
with Path(__file__).parent.joinpath("dotaplayers 2019-04-06 13:43:33.074496.csv").open() as csv:
|
||||
best_players, best_dt = min(csv, key=lambda l: abs(int(l.rstrip().split(", ")[0]) - current_players)).rstrip().split(", ")
|
||||
best_match_players = int(best_players)
|
||||
best_match_datetime = datetime.strptime(best_dt, "%Y-%m-%d %H:%M:%S.%f")
|
||||
|
||||
night = best_match_datetime.hour < 6 or best_match_datetime.hour >= 22
|
||||
night_description = "night" if night else "day"
|
||||
|
||||
p.reasons.append(f"{current_players} people are currently playing Dota 2.")
|
||||
p.reasons.append(f"On the {night_description} of {best_match_datetime.strftime('%B %d')}, {best_match_players} were playing Dota 2.")
|
||||
p.reasons.append(f"Therefore, it must currently be {night_description}time.")
|
||||
|
||||
p.probability = float(night) # TODO: actual float lol gg
|
||||
|
||||
return p
|
||||
|
||||
|
||||
def get_dota2_players():
|
||||
header = {"Client-ID": "F07D7ED5C43A695B3EBB01C28B6A18E5"}
|
||||
appId = 570
|
||||
game_players_url = 'https://api.steampowered.com/ISteamUserStats/GetNumberOfCurrentPlayers/v1/?format=json&appid=' + str(appId)
|
||||
game_players = requests.get(game_players_url, headers=header)
|
||||
players_str = str(game_players.json()['response']['player_count'])
|
||||
return int(players_str)
|
||||
Loading…
Reference in New Issue