How to use run_start method in autotest

Best Python code snippet using autotest_python

model.py

Source:model.py

1import datetime2import glob3import json4import os5import re6class AppModel(object):7    RUNS = [8        {9            'slug': 'tpp-rand-chatty-crystal',10            'title': 'TwitchPlaysPokemon - Randomized Chatty Crystal',11            'run_start': datetime.datetime(2022, 2, 12, 23, 18, tzinfo=datetime.timezone.utc),12            'url': 'https://www.twitch.tv/twitchplayspokemon'13        },14        {15            'slug': 'tpp-legends-arceus',16            'title': 'TwitchPlaysPokemon - Legends: Arceus',17            'run_start': datetime.datetime(2022, 1, 29, 21, 0, tzinfo=datetime.timezone.utc),18            'url': 'https://www.twitch.tv/twitchplayspokemon'19        },20        {21            'slug': 'tpp-brilliant-diamond',22            'title': 'TwitchPlaysPokemon - Brilliant Diamond',23            'run_start': datetime.datetime(2021, 11, 20, 21, 0, tzinfo=datetime.timezone.utc),24            'url': 'https://www.twitch.tv/twitchplayspokemon'25        },26        {27            'slug': 'tpp-gold-reforged',28            'title': 'TwitchPlaysPokemon - Spaceworld Gold Reforged',29            'run_start': datetime.datetime(2021, 10, 9, 21, 0, tzinfo=datetime.timezone.utc),30            'url': 'https://www.twitch.tv/twitchplayspokemon'31        },32        {33            'slug': 'tpp-blazing-emerald',34            'title': 'TwitchPlaysPokemon - Blazing Emerald',35            'run_start': datetime.datetime(2021, 8, 21, 21, 0, tzinfo=datetime.timezone.utc),36            'url': 'https://www.twitch.tv/twitchplayspokemon'37        },38        {39            'slug': 'tpp-post-rand-black',40            'title': 'TwitchPlaysPokemon - Post Randomized Pokemon Black Intermission',41            'run_start': datetime.datetime(2021, 7, 3, 21, 0, tzinfo=datetime.timezone.utc),42            'url': 'https://www.twitch.tv/twitchplayspokemon'43        },44        {45            'slug': 'tpp-rand-black',46            'title': 'TwitchPlaysPokemon - Randomized Pokemon Black',47            'run_start': datetime.datetime(2021, 7, 3, 21, 0, tzinfo=datetime.timezone.utc),48            'url': 'https://www.twitch.tv/twitchplayspokemon'49        },50        {51            'slug': 'tpp-post-rgb-race',52            'title': 'TwitchPlaysPokemon - Post RGB Race Intermission',53            'run_start': datetime.datetime(2021, 5, 13, 21, 0, tzinfo=datetime.timezone.utc),54            'url': 'https://www.twitch.tv/twitchplayspokemon'55        },56        {57            'slug': 'tps-rgb-race',58            'title': 'TwitchPlaysSpeedruns - The War Of The TwitchPlays',59            'run_start': datetime.datetime(2021, 5, 8, 21, 0, tzinfo=datetime.timezone.utc),60            'url': 'https://www.twitch.tv/twitchplaysspeedruns'61        },62        {63            'slug': 'tpp-rgb-race',64            'title': 'TwitchPlaysPokemon - Red Green Blue Race',65            'run_start': datetime.datetime(2021, 5, 8, 21, 0, tzinfo=datetime.timezone.utc),66            'url': 'https://www.twitch.tv/twitchplayspokemon'67        },68        {69            'slug': 'tppm-rgb-race',70            'title': 'TwitchPlaysPaperMario - Pokemon R/G/B Race',71            'run_start': datetime.datetime(2021, 5, 8, 21, 0, tzinfo=datetime.timezone.utc),72            'url': 'https://www.twitch.tv/twitchplayspapermario'73        },74        {75            'slug': 'tpp-post-renegade-platinum',76            'title': 'TwitchPlaysPokemon Post Pokemon Renegade Platinum Intermission',77            'run_start': datetime.datetime(2021, 4, 21, 21, 0, tzinfo=datetime.timezone.utc),78            'url': 'http://www.twitch.tv/twitchplayspokemon'79        },80        {81            'slug': 'tpp-renegade-platinum',82            'title': 'TwitchPlaysPokemon Pokemon Renegade Platinum',83            'run_start': datetime.datetime(2021, 4, 10, 21, 0, tzinfo=datetime.timezone.utc),84            'url': 'http://www.twitch.tv/twitchplayspokemon'85        },86        {87            'slug': 'tpp-post-chatty-crystal',88            'title': 'TwitchPlaysPokemon Post Chatty Crystal Intermission',89            'run_start': datetime.datetime(2021, 3, 8, 0, 30, tzinfo=datetime.timezone.utc),90            'url': 'http://www.twitch.tv/twitchplayspokemon'91        },92        {93            'slug': 'tpp-chatty-crystal',94            'title': 'TwitchPlaysPokemon Chatty Crystal',95            'run_start': datetime.datetime(2021, 2, 14, 21, 00, tzinfo=datetime.timezone.utc),96            'url': 'http://www.twitch.tv/twitchplayspokemon'97        },98        {99            'slug': 'tpp-post-vega',100            'title': 'TwitchPlaysPokemon Post Vega Intermission',101            'run_start': datetime.datetime(2020, 12, 25, 9, 00, tzinfo=datetime.timezone.utc),102            'url': 'http://www.twitch.tv/twitchplayspokemon'103        },104        {105            'slug': 'tpp-vega',106            'title': 'TwitchPlaysPokemon Vega',107            'run_start': datetime.datetime(2020, 12, 12, 21, 00, tzinfo=datetime.timezone.utc),108            'url': 'http://www.twitch.tv/twitchplayspokemon'109        },110        {111            'slug': 'tpp-post-rising-ruby',112            'title': 'TwitchPlaysPokemon Post Rising Ruby Intermission',113            'run_start': datetime.datetime(2020, 8, 21, 19, 00, tzinfo=datetime.timezone.utc),114            'url': 'http://www.twitch.tv/twitchplayspokemon'115        },116        {117            'slug': 'tpp-rising-ruby',118            'title': 'TwitchPlaysPokemon Rising Ruby',119            'run_start': datetime.datetime(2020, 8, 8, 21, 00, tzinfo=datetime.timezone.utc),120            'url': 'http://www.twitch.tv/twitchplayspokemon'121        },122        {123            'slug': 'tpp-post-sirius',124            'title': 'TwitchPlaysPokemon Post Sirius Intermission',125            'run_start': datetime.datetime(2020, 7, 1, 21, 00, tzinfo=datetime.timezone.utc),126            'url': 'http://www.twitch.tv/twitchplayspokemon'127        },128        {129            'slug': 'tpp-sirius',130            'title': 'TwitchPlaysPokemon Sirius',131            'run_start': datetime.datetime(2020, 6, 13, 21, 00, tzinfo=datetime.timezone.utc),132            'url': 'http://www.twitch.tv/twitchplayspokemon'133        },134        {135            'slug': 'tpp-post-gauntlet',136            'title': 'TwitchPlaysPokemon Post Gauntlet Intermission',137            'run_start': datetime.datetime(2020, 5, 11, 21, 00, tzinfo=datetime.timezone.utc),138            'url': 'http://www.twitch.tv/twitchplayspokemon'139        },140        {141            'slug': 'tpp-the-gauntlet',142            'title': 'TwitchPlaysPokemon The Gauntlet',143            'run_start': datetime.datetime(2020, 2, 13, 13, 22, tzinfo=datetime.timezone.utc),144            'url': 'http://www.twitch.tv/twitchplayspokemon'145        },146        {147            'slug': 'tpp-post-sword',148            'title': 'TwitchPlaysPokemon Post PokÃ©mon Sword Intermission',149            'run_start': datetime.datetime(2019, 12, 1, 21, 00, tzinfo=datetime.timezone.utc),150            'url': 'http://www.twitch.tv/twitchplayspokemon'151        },152        {153            'slug': 'tpp-sword',154            'title': 'TwitchPlaysPokemon PokÃ©mon Sword',155            'run_start': datetime.datetime(2019, 11, 23, 21, 00, tzinfo=datetime.timezone.utc),156            'url': 'http://www.twitch.tv/twitchplayspokemon'157        },158        {159            'slug': 'tpp-post-rum',160            'title': 'TwitchPlaysPokemon Post Randomized Ultra Moon Intermission',161            'run_start': datetime.datetime(2019, 10, 23, 13, 00, tzinfo=datetime.timezone.utc),162            'url': 'http://www.twitch.tv/twitchplayspokemon'163        },164        {165            'slug': 'tpp-rum',166            'title': 'TwitchPlaysPokemon Randomized Ultra Moon',167            'run_start': datetime.datetime(2019, 10, 12, 21, 00, tzinfo=datetime.timezone.utc),168            'url': 'http://www.twitch.tv/twitchplayspokemon'169        },170        {171            'slug': 'tpp-post-trihard',172            'title': 'TwitchPlaysPokemon Post TriHard Emerald Intermission',173            'run_start': datetime.datetime(2019, 8, 20, 21, 00, tzinfo=datetime.timezone.utc),174            'url': 'http://www.twitch.tv/twitchplayspokemon'175        },176        {177            'slug': 'tpp-trihard',178            'title': 'TwitchPlaysPokemon TriHard Emerald',179            'run_start': datetime.datetime(2019, 8, 10, 21, 00, tzinfo=datetime.timezone.utc),180            'url': 'http://www.twitch.tv/twitchplayspokemon'181        },182        {183            'slug': 'tpp-post-xg',184            'title': 'TwitchPlaysPokemon Post Pokemon XG Intermission',185            'run_start': datetime.datetime(2019, 7, 22, 4, 00, tzinfo=datetime.timezone.utc),186            'url': 'http://www.twitch.tv/twitchplayspokemon'187        },188        {189            'slug': 'tpp-xg',190            'title': 'TwitchPlaysPokemon Pokemon XG',191            'run_start': datetime.datetime(2019, 7, 13, 21, 00, tzinfo=datetime.timezone.utc),192            'url': 'http://www.twitch.tv/twitchplayspokemon'193        },194        {195            'slug': 'tpp-post-rand-col',196            'title': 'TwitchPlaysPokemon Post Randomized Colosseum Intermission',197            'run_start': datetime.datetime(2019, 5, 15, 1, 22, tzinfo=datetime.timezone.utc),198            'url': 'http://www.twitch.tv/twitchplayspokemon'199        },200        {201            'slug': 'tpp-rand-col',202            'title': 'TwitchPlaysPokemon Randomized Colosseum',203            'run_start': datetime.datetime(2019, 5, 8, 1, 22, tzinfo=datetime.timezone.utc),204            'url': 'http://www.twitch.tv/twitchplayspokemon'205        },206        {207            'slug': 'tpp-post-volt-white',208            'title': 'TwitchPlaysPokemon Post Volt White Intermission',209            'run_start': datetime.datetime(2019, 4, 25, 1, 22, tzinfo=datetime.timezone.utc),210            'url': 'http://www.twitch.tv/twitchplayspokemon'211        },212        {213            'slug': 'tpp-volt-white',214            'title': 'TwitchPlaysPokemon Volt White',215            'run_start': datetime.datetime(2019, 4, 13, 1, 22, tzinfo=datetime.timezone.utc),216            'url': 'http://www.twitch.tv/twitchplayspokemon'217        },218        {219            'slug': 'tpp-post-burning-red',220            'title': 'TwitchPlaysPokemon Post Burning Red Intermission',221            'run_start': datetime.datetime(2019, 2, 13, 1, 22, tzinfo=datetime.timezone.utc),222            'url': 'http://www.twitch.tv/twitchplayspokemon'223        },224        {225            'slug': 'tpp-burning-red',226            'title': 'TwitchPlaysPokemon Burning Red',227            'run_start': datetime.datetime(2019, 2, 13, 1, 22, tzinfo=datetime.timezone.utc),228            'url': 'http://www.twitch.tv/twitchplayspokemon'229        },230        {231            'slug': 'tpp-post-fused-crystal',232            'title': 'TwitchPlaysPokemon Post Fused Crystal Intermission',233            'run_start': datetime.datetime(2018, 12, 19, 21, 00, tzinfo=datetime.timezone.utc),234            'url': 'http://www.twitch.tv/twitchplayspokemon'235        },236        {237            'slug': 'tpp-fused-crystal',238            'title': 'TwitchPlaysPokemon Fused Crystal',239            'run_start': datetime.datetime(2018, 12, 8, 21, 00, tzinfo=datetime.timezone.utc),240            'url': 'http://www.twitch.tv/twitchplayspokemon'241        },242        {243            'slug': 'tpp-post-flora-sky',244            'title': 'TwitchPlaysPokemon Post Flora Sky Intermission',245            'run_start': datetime.datetime(2018, 10, 13, 21, 00, tzinfo=datetime.timezone.utc),246            'url': 'http://www.twitch.tv/twitchplayspokemon'247        },248        {249            'slug': 'tpp-flora-sky',250            'title': 'TwitchPlaysPokemon Flora Sky',251            'run_start': datetime.datetime(2018, 10, 13, 21, 00, tzinfo=datetime.timezone.utc),252            'url': 'http://www.twitch.tv/twitchplayspokemon'253        },254        {255            'slug': 'tpp-post-rand-y',256            'title': 'TwitchPlaysPokemon Post Randomized Y Intermission',257            'run_start': datetime.datetime(2018, 8, 26, 21, 00, tzinfo=datetime.timezone.utc),258            'url': 'http://www.twitch.tv/twitchplayspokemon'259        },260        {261            'slug': 'tpp-rand-y',262            'title': 'TwitchPlaysPokemon Randomized Y',263            'run_start': datetime.datetime(2018, 8, 11, 21, 00, tzinfo=datetime.timezone.utc),264            'url': 'http://www.twitch.tv/twitchplayspokemon'265        },266        {267            'slug': 'tpp-post-bronze',268            'title': 'TwitchPlaysPokemon Post Bronze Intermission',269            'run_start': datetime.datetime(2018, 6, 18, 5, 22, tzinfo=datetime.timezone.utc),270            'url': 'http://www.twitch.tv/twitchplayspokemon'271        },272        {273            'slug': 'tpp-bronze',274            'title': 'TwitchPlaysPokemon Bronze',275            'run_start': datetime.datetime(2018, 6, 9, 21, 00, tzinfo=datetime.timezone.utc),276            'url': 'http://www.twitch.tv/twitchplayspokemon'277        },278        {279            'slug': 'tpp-post-storm-silver',280            'title': 'TwitchPlaysPokemon Post Storm Silver Intermission',281            'run_start': datetime.datetime(2018, 5, 4, 0, 00, tzinfo=datetime.timezone.utc),282            'url': 'http://www.twitch.tv/twitchplayspokemon'283        },284        {285            'slug': 'tpp-storm-silver',286            'title': 'TwitchPlaysPokemon Storm Silver',287            'run_start': datetime.datetime(2018, 4, 14, 21, 00, tzinfo=datetime.timezone.utc),288            'url': 'http://www.twitch.tv/twitchplayspokemon'289        },290        {291            'slug': 'tpp-post-ani-2018',292            'title': 'TwitchPlaysPokemon Post 2018 Anniversary Intermission',293            'run_start': datetime.datetime(2018, 2, 27, 3, 00, tzinfo=datetime.timezone.utc),294            'url': 'http://www.twitch.tv/twitchplayspokemon'295        },296        {297            'slug': 'tpp-ani-2018',298            'title': 'TwitchPlaysPokemon 2018 Anniversary Run',299            'run_start': datetime.datetime(2018, 2, 13, 1, 22, tzinfo=datetime.timezone.utc),300            'url': 'http://www.twitch.tv/twitchplayspokemon'301        },302        {303            'slug': 'tpp-post-ultra-sun',304            'title': 'TwitchPlaysPokemon Post Ultra Sun Intermission',305            'run_start': datetime.datetime(2017, 12, 9, 21, 0, tzinfo=datetime.timezone.utc),306            'url': 'http://www.twitch.tv/twitchplayspokemon'307        },308        {309            'slug': 'tpp-ultra-sun',310            'title': 'TwitchPlaysPokemon Ultra Sun',311            'run_start': datetime.datetime(2017, 11, 25, 21, 0, tzinfo=datetime.timezone.utc),312            'url': 'http://www.twitch.tv/twitchplayspokemon'313        },314        {315            'slug': 'tpp-post-theta-emerald-ex',316            'title': 'TwitchPlaysPokemon Post Theta Emerald EX Intermission',317            'run_start': datetime.datetime(2017, 10, 15, 21, 0, tzinfo=datetime.timezone.utc),318            'url': 'http://www.twitch.tv/twitchplayspokemon'319        },320        {321            'slug': 'tpp-theta-emerald-ex',322            'title': 'TwitchPlaysPokemon Theta Emerald EX',323            'run_start': datetime.datetime(2017, 9, 30, 21, 0, tzinfo=datetime.timezone.utc),324            'url': 'http://www.twitch.tv/twitchplayspokemon'325        },326        {327            'slug': 'tpp-post-pyrite',328            'title': 'TwitchPlaysPokemon Post Pyrite Intermission',329            'run_start': datetime.datetime(2017, 8, 28, 21, 0, tzinfo=datetime.timezone.utc),330            'url': 'http://www.twitch.tv/twitchplayspokemon'331        },332        {333            'slug': 'tpp-pyrite',334            'title': 'TwitchPlaysPokemon Pyrite',335            'run_start': datetime.datetime(2017, 8, 12, 21, 0, tzinfo=datetime.timezone.utc),336            'url': 'http://www.twitch.tv/twitchplayspokemon'337        },338        {339            'slug': 'tpp-post-rand-white-2',340            'title': 'TwitchPlaysPokemon Post Randomized White 2',341            'run_start': datetime.datetime(2017, 6, 21, 19, 0, tzinfo=datetime.timezone.utc),342            'url': 'http://www.twitch.tv/twitchplayspokemon',343            'download_link': 'https://archive.org/details/tpp-post-rand-white-2-screenshots'344        },345        {346            'slug': 'tpp-rand-white-2',347            'title': 'TwitchPlaysPokemon Randomized White 2',348            'run_start': datetime.datetime(2017, 6, 3, 21, 0, tzinfo=datetime.timezone.utc),349            'url': 'http://www.twitch.tv/twitchplayspokemon',350            'download_link': 'https://archive.org/details/tpp-rand-white-2-screenshots'351        },352        {353            'slug': 'tpp-post-blazed-glazed',354            'title': 'TwitchPlaysPokemon Post Blazed Glazed',355            'run_start': datetime.datetime(2017, 4, 8, 16, 0, tzinfo=datetime.timezone.utc),356            'url': 'http://www.twitch.tv/twitchplayspokemon',357            'download_link': 'https://archive.org/details/tpp-post-blazed-glazed-screenshots'358        },359        {360            'slug': 'tpp-blazed-glazed',361            'title': 'TwitchPlaysPokemon Blazed Glazed',362            'run_start': datetime.datetime(2017, 4, 8, 16, 0, tzinfo=datetime.timezone.utc),363            'url': 'http://www.twitch.tv/twitchplayspokemon',364            'download_link': 'https://archive.org/details/tpp-blazed-glazed-screenshots'365        },366        {367            'slug': 'tpp-post-ani-2017',368            'title': 'TwitchPlaysPokemon Post 2017 Anniversary',369            'run_start': datetime.datetime(2017, 2, 24, 16, 0, tzinfo=datetime.timezone.utc),370            'url': 'http://www.twitch.tv/twitchplayspokemon',371            'download_link': 'https://archive.org/details/tpp-post-ani-2017-screenshots'372        },373        {374            'slug': 'tpp-ani-2017',375            'title': 'TwitchPlaysPokemon 2017 Anniversary',376            'run_start': datetime.datetime(2017, 2, 12, 21, 0, tzinfo=datetime.timezone.utc),377            'url': 'http://www.twitch.tv/twitchplayspokemon',378            'download_link': 'https://archive.org/details/tpp-ani-2017-chatty-yellow-screenshots',379        },380        {381            'slug': 'tpp-post-waning-moon',382            'title': 'TwitchPlaysPokemon Post Waning Moon',383            'run_start': datetime.datetime(2017, 1, 27, 6, 0, tzinfo=datetime.timezone.utc),384            'url': 'http://www.twitch.tv/twitchplayspokemon',385            'download_link': 'https://archive.org/details/tpp-post-waning-moon',386        },387        {388            'slug': 'tpp-waning-moon',389            'title': 'TwitchPlaysPokemon Waning Moon',390            'run_start': datetime.datetime(2017, 1, 13, 18, 0, tzinfo=datetime.timezone.utc),391            'url': 'http://www.twitch.tv/twitchplayspokemon',392            'download_link': 'https://archive.org/details/tpp-waning-moon-screenshots',393        },394        {395            'slug': 'tpp-post-sun',396            'title': 'TwitchPlaysPokemon Post-Sun',397            'run_start': datetime.datetime(2016, 12, 2, 22, 0, tzinfo=datetime.timezone.utc),398            'url': 'http://www.twitch.tv/twitchplayspokemon',399            'download_link': 'https://archive.org/details/tpp-post-sun-screenshots',400        },401        {402            'slug': 'tpp-sun',403            'title': 'TwitchPlaysPokemon Sun',404            'run_start': datetime.datetime(2016, 11, 19, 22, 0, tzinfo=datetime.timezone.utc),405            'url': 'http://www.twitch.tv/twitchplayspokemon',406            'download_link': 'https://archive.org/details/tpp-sun-screenshots'407        },408        {409            'slug': 'tpp-post-prism',410            'title': 'TwitchPlaysPokemon Post Prism',411            'run_start': datetime.datetime(2016, 10, 9, 21, 0, tzinfo=datetime.timezone.utc),412            'url': 'http://www.twitch.tv/twitchplayspokemon',413            'download_link': 'https://archive.org/details/tpp-post-prism-screenshots'414        },415        {416            'slug': 'tpp-prism',417            'title': 'TwitchPlaysPokemon Prism',418            'run_start': datetime.datetime(2016, 10, 9, 21, 0, tzinfo=datetime.timezone.utc),419            'url': 'http://www.twitch.tv/twitchplayspokemon',420            'download_link': 'https://archive.org/download/tpp-prism-screenshots'421        },422        {423            'slug': 'tpp-post-rand-plat',424            'title': 'TwitchPlaysPokemon Post Randomized Platinum',425            'run_start': datetime.datetime(2016, 7, 31, 21, 0, tzinfo=datetime.timezone.utc),426            'url': 'http://www.twitch.tv/twitchplayspokemon',427            'download_link': 'https://archive.org/details/tpp-post-rand-plat-screenshots',428        },429        {430            'slug': 'tpp-rand-plat',431            'title': 'Twitch Plays Randomized Platinum (By TwitchPlaysPokemon)',432            'run_start': datetime.datetime(2016, 7, 31, 21, 0, tzinfo=datetime.timezone.utc),433            'url': 'http://www.twitch.tv/twitchplayspokemon',434            'download_link': 'https://archive.org/details/tpp-rand-plat-screenshots',435        },436        {437            'slug': 'tpp-brown',438            'title': 'Twitch Plays Pokemon Brown (By TwitchPlaysPokemon)',439            'run_start': datetime.datetime(2016, 6, 19, 21, 0, tzinfo=datetime.timezone.utc),440            'url': 'http://www.twitch.tv/twitchplayspokemon',441            'download_link': 'https://archive.org/details/tpp-brown-screenshots'442        },443        {444            'slug': 'aiss-dual-test',445            'title': 'Misc dual game test (Aissurtievos)',446            'run_start': datetime.datetime(2016, 4, 24, 19, 0, tzinfo=datetime.timezone.utc),447            'url': 'http://www.twitch.tv/aissurtievos'448        },449        {450            'slug': 'tpp-telefang',451            'title': 'Twitch Plays "PokÃ©mon Diamond" Telefang (By TwitchPlaysPokemon)',452            'run_start': datetime.datetime(2016, 3, 16, 21, 0, tzinfo=datetime.timezone.utc),453            'url': 'http://www.twitch.tv/twitchplayspokemon',454            'download_link': 'https://archive.org/details/tpp-telefang-screenshots',455        },456        {457            'slug': 'tpp-crystal-251',458            'title': 'Twitch Plays PokÃ©mon Anniversary Crystal 251 (By TwitchPlaysPokemon)',459            'run_start': datetime.datetime(2016, 2, 14, 21, 0, tzinfo=datetime.timezone.utc),460            'url': 'http://www.twitch.tv/twitchplayspokemon',461            'download_link': 'https://archive.org/details/tpp-ac-screenshots',462        },463        {464            'slug': 'aoc-2016-01-30',465            'title': 'AoC #8: Twitch Plays Surgeon Sim, Twitch Does Your Homework, Twitch makes a promo for the next TPP run, other weird things... (By AdventuresOfChat)',466            'run_start': datetime.datetime(2016, 1, 31, 1, 0, tzinfo=datetime.timezone.utc),467            'url': 'http://www.twitch.tv/AdventuresOfChat'468        },469        {470            'slug': 'aoc-2016-01-09',471            'title': 'Twitch Flies A Plane, Twitch Plays Flash Games, <top-secret thing> (By AdventuresOfChat)',472            'run_start': datetime.datetime(2016, 1, 10, 1, 0, tzinfo=datetime.timezone.utc),473            'url': 'http://www.twitch.tv/AdventuresOfChat'474        },475        {476            'slug': 'aiss-psmd-post',477            'title': 'PSMD post game misc (Aissurtievos)',478            'run_start': datetime.datetime(2016, 1, 10, 0, 0, tzinfo=datetime.timezone.utc),479            'url': 'http://www.twitch.tv/aissurtievos'480        },481        {482            'slug': 'aiss-psmd',483            'title': 'Twitch Plays PokÃ©mon Super Mystery Dungeon (By Aissurtievos)',484            'run_start': datetime.datetime(2015, 12, 26, 17, 0, tzinfo=datetime.timezone.utc),485            'url': 'http://www.twitch.tv/aissurtievos'486        },487        {488            'slug': 'aiss-psmd-pre',489            'title': 'Testing (Aissurtievos)',490            'run_start': datetime.datetime(2015, 12, 24, 0, 0, tzinfo=datetime.timezone.utc),491            'url': 'http://www.twitch.tv/aissurtievos'492        },493    ]494    RUN_MAP = {}495    for run_info in RUNS:496        RUN_MAP[run_info['slug']] = run_info497    def __init__(self, app):498        self._app = app499    def get_screenshots_dir(self):500        return os.path.join(501            os.path.abspath(self._app.config['data_dir']), 'screenshots'502        )503    def get_screenshot_date_listing(self, slug):504        screenshots_path = os.path.join(self.get_screenshots_dir(), slug)505        listing = []506        for name in os.listdir(screenshots_path):507            if re.match(r'\d{4}-\d\d-\d\d$', name):508                listing.append(name)509            elif re.match(r'\d{4}-\d\d-\d\d\.txt$', name):510                listing.append(name[:10])511        listing = sorted(frozenset(listing))512        return listing513    def get_screenshot_filename_listing(self, slug, date_str):514        screenshots_path = os.path.join(self.get_screenshots_dir(), slug)515        directory_path = os.path.join(screenshots_path, date_str)516        pattern = directory_path + '/[0-9]*[0-9].jpg'517        paths = list(os.path.basename(path) for path in glob.glob(pattern))518        text_file_path = os.path.join(screenshots_path, '{}.txt'.format(date_str))519        if os.path.exists(text_file_path):520            with open(text_file_path) as file:521                for line in file:522                    line = line.strip()523                    if not line:524                        continue525                    if 'thumb' not in line:526                        paths.append(line)527        placeholder_pattern = directory_path + '/[0-9]*[0-9].placeholder'528        paths.extend(529            os.path.basename(path).replace('.placeholder', '.jpg')530            for path in glob.glob(placeholder_pattern))531        return sorted(frozenset(paths))532    def get_recent_screenshots(self, slug, count=5):533        image_filenames = []534        date_strs = reversed(self.get_screenshot_date_listing(slug))535        for date_str in date_strs:536            filename_listing = reversed(self.get_screenshot_filename_listing(slug, date_str))537            for filename in filename_listing:538                image_filenames.append(filename)539                if len(image_filenames) >= count:540                    return image_filenames541        return image_filenames542    def is_screenshots_unavailable(self, slug):543        if slug not in self.RUN_MAP:544            return False545        recent = self.get_recent_screenshots(slug, count=1)546        return not recent and self.RUN_MAP[slug].get('download_link')547    def get_object_url_prefix(self, slug):548        screenshots_path = os.path.join(self.get_screenshots_dir(), slug)549        json_path = os.path.join(screenshots_path, 'meta.json')550        if os.path.exists(json_path):551            with open(json_path) as file:552                doc = json.load(file)...

sort_algorithm.py

Source:sort_algorithm.py

1import random2from visualizer.data import Tuple, Frame, StateSnapshot3from copy import deepcopy4class Sort:5    """6    Implements the external multipass sort algorithm7    """8    def __init__(self, B: int, F: int):9        self.B = B10        self.F = F11        self.tuples_per_frame = 412        self.steps = []13        self.buffer = []14        self.relation = []15        for _ in range(self.F):16            data = [Tuple(empty = True) for _ in range(self.tuples_per_frame)]17            self.buffer.append(Frame(data))18        values = list(range(self.B * self.tuples_per_frame))19        random.shuffle(values)20        for i in range(self.B):21            data = [Tuple(value = values[i * self.tuples_per_frame + j]) for j in range(self.tuples_per_frame)]22            self.relation.append(Frame(data))23    """24    Sort the relation data, creating a series of StateSnapshot snapshots that the GUI will later visualize25    """26    def sort(self):27        # Step 1. Create runs of F frames28        self.snapshot(f'Step 1: Create runs')29        run_start, run_end = [], []30        for i in range(0, self.B, self.F):31            run_length = min(self.F, self.B - i)32            run_start.append(i)33            run_end.append(i + run_length)34            for j in range(run_length):35                self.buffer[j], self.relation[i+j] = self.relation[i+j], self.buffer[j]36            self.snapshot(f'Load {run_length} frames')37            self.sort_buffer(0, run_length)38            self.snapshot(f'Sort frames')39            for j in range(run_length):40                self.buffer[j], self.relation[i+j] = self.relation[i+j], self.buffer[j]41            self.snapshot(f'Store sorted run {i // self.F}')42        # Step 2...N. Merge runs together43        if self.F - 1 == 1 and len(run_start) > 1:44            self.snapshot('Unable to merge with only 2 frames')45            return46        while len(run_start) > 1:47            new_run_start, new_run_end = [], []48            for first_frame in range(0, len(run_start), self.F - 1):49                num_runs = min(self.F - 1, len(run_start) - first_frame)50                output_frames = []51                output_start = run_start[first_frame]52                new_run_start.append(run_start[first_frame])53                new_run_end.append(run_end[first_frame + num_runs - 1])54                # Load the first frame of each run55                for j in range(num_runs):56                    self.load_frame(run_start[first_frame + j], j)57                # Prepare output frame58                self.buffer[num_runs].clear()59                self.snapshot(f'Load first frames for {run_start[first_frame]} - {run_end[first_frame+num_runs-1]}')60                while True:61                    frame_id, t = self.next_min_tuple(0, num_runs)62                    # Merge completed63                    if t is None:64                        break65                    # Add tuple to output frame66                    self.buffer[self.F - 1].insert_tuple(t)67                    self.snapshot(f'Output min element {t}')68                    # Flush if needed69                    if self.buffer[self.F - 1].num_tuples() == self.tuples_per_frame:70                        output_frames.append(deepcopy(self.buffer[self.F - 1]))71                        self.buffer[self.F - 1].clear()72                        self.snapshot('Flush output frame')73                    # Load new input frame74                    if self.buffer[frame_id].num_tuples() == 0:75                        run_start[first_frame + frame_id] += 176                        if run_start[first_frame + frame_id] < run_end[first_frame + frame_id]:77                            self.load_frame(run_start[first_frame + frame_id], frame_id)78                            self.snapshot('Load new input frame')79                # F-1 runs are sorted into one80                self.relation[output_start:output_start + len(output_frames)] = output_frames81            run_start, run_end = new_run_start, new_run_end82        self.snapshot('Done')83    def sort_buffer(self, start, end):84        items = []85        for i in range(start, end):86            items += self.buffer[i].data87        items.sort()88        for i in range(start, end):89            self.buffer[i].data = items[i * self.tuples_per_frame : (i+1) * self.tuples_per_frame]90    def next_min_tuple(self, start, end):91        idx, cur_best = -1, None92        for i,frame in enumerate(self.buffer[start:end]):93            t = frame.get_first_tuple()94            if t is None:95                continue96            if cur_best is None or t < cur_best:97                cur_best = t98                idx = i99        if idx == -1: return idx, None100        return idx, self.buffer[idx].pop_first_tuple()101    def load_frame(self, pos_in_relation, pos_in_buffer):102        self.buffer[pos_in_buffer], self.relation[pos_in_relation] = \103            self.relation[pos_in_relation], self.buffer[pos_in_buffer]104    def snapshot(self, description = ''):...

helper.py

Source:helper.py

1import numpy as np2def to_rle(mask):3    """4    Convert mask (as 2-D numpy array) to run-length encoding5    """6    rle = ''7    y_pos, x_pos = np.where(mask == 1)8    pixel_nums = []9    for i in range(y_pos.shape[0]):10        pixel_nums.append(x_pos[i] * mask.shape[0] + y_pos[i] + 1)11    pixel_nums_sorted = sorted(pixel_nums)12    run_start = np.where(np.diff(pixel_nums_sorted) != 1)[0] + 113    if len(pixel_nums_sorted) > 0:14        run_start = np.concatenate(([0], run_start))15    run_length = np.diff(run_start)16    if len(pixel_nums_sorted) > 0:17        run_length = np.concatenate((run_length, [len(pixel_nums_sorted) - run_start[-1]]))18    if run_start.shape[0] != run_length.shape[0]:19        raise Exception('run_start and run_length do not have the same length.')20    if run_start.shape[0] > 0:21        rle += '{} {}'.format(pixel_nums_sorted[run_start[0]], run_length[0])22    for i in range(1, run_start.shape[0]):23        rle += ' {} {}'.format(pixel_nums_sorted[run_start[i]], run_length[i])...

Automation Testing Tutorials

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