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I Solved The World's Hardest Maze (with Code) 

Green Code
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💚 Link to Code: / greencode
P.S. Sorry for my upload being late :)
⭐ Other Social Media Links:
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🐦 Twitter: / thegreencoding
📸 Instagram: / greencodecodes
🎵 Tiktok: / greencodecodes
🔊 Music I Used in this Video: share.epidemic...
✨ Subscriber count: 11,534 subscribers 💚
I had a lot of fun making this video. Mazes are such a cool way to visualize how algorithms like A* and Dijkstra work. I hope you enjoyed it as much as I did. Let me know what you think in the comments.

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27 сен 2024

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Комментарии : 310   
@DotboT3812
@DotboT3812 8 месяцев назад
i love how the wall followers just made maps of europe, i can just imagine using the path as land and non paths as water for a fantasy setting
@AlternateIsopod
@AlternateIsopod 8 месяцев назад
i thought of that too
@monterrang1
@monterrang1 3 месяца назад
unironically would make alt maps on it
@DorusModderman
@DorusModderman 3 месяца назад
A i was just about to comment this
@yusayoutube
@yusayoutube 3 месяца назад
XD
@smileyp4535
@smileyp4535 2 месяца назад
Literally exactly my thoughts
@alger_real
@alger_real 8 месяцев назад
did bro call gigabyte jigabyte
@trollsansofficial
@trollsansofficial 3 месяца назад
You expect me to NOT pronounce it jigabyte?
@ThatNerdGuy0
@ThatNerdGuy0 3 месяца назад
yeah, and jif clearly
@diheinfernando1837
@diheinfernando1837 3 месяца назад
True
@boxytablet
@boxytablet 3 месяца назад
@@trollsansofficialYES I EXPECT YOU TO NOT PRONOUNCE IT THAT WAY
@golovkaanna8757
@golovkaanna8757 3 месяца назад
@@trollsansofficial jijabyte
@tiileaf
@tiileaf 8 месяцев назад
To test djikstra on the large maze, use uniform cost search. Same algorithm, same results, but it doesn't load the entirety of the maze in memory at the start which is why your implementation wouldn't work for the large maze. Similar concept to how A* has a limited search frontier (the set possible choices for the algorithm to explore next)
@QWERTIOX
@QWERTIOX 2 месяца назад
A* is literally modified dijkstra so it 's weird that he could implement A* and not dijkstra
@DirectalYT
@DirectalYT 3 месяца назад
Wait a second this isn’t code bullet
@nygeli13168
@nygeli13168 3 месяца назад
I was looking for this comment
@the_SEAT
@the_SEAT 2 месяца назад
@@nygeli13168mee too
@WH40KHero
@WH40KHero 3 месяца назад
A neat thing i noticed is that the wallfollower algorithms create whats essentially a negative of each others routes. This is pretty neat!
@alexandratsankova5825
@alexandratsankova5825 8 месяцев назад
I believe legt and right wall followers can be changed to give you the most optimal path, if the cells (when the algorithm backtracks) are removed from the path
@mean4276
@mean4276 8 месяцев назад
Imagine a maze like this where it goes from ! to # (Don't mind the small gaps) ________________ ! | | | | | | | | | | | | | ____+______#_____ The optimised right wall follower you said would go down, up, down and to the hashtag while A* would got right then down to the hashtag which is shorter.
@white_145
@white_145 3 месяца назад
​@@mean4276i believe algorithm used in the video doesnt produce loops like that
@MarcusMarcus-m8g
@MarcusMarcus-m8g 3 месяца назад
I just start from the end
@DqwertyC
@DqwertyC 3 месяца назад
The dead-end filling algorithm is fun because it can be set up as a cellular automata. Make the walls thicker so they're the same size as the passages, then define the the maze so that passages are "living" cells and walls are "dead" cells. The automata only really needs one rule - if a living cell has fewer than 2 living neighbors, it dies. If you set it up with a loop of living cells around the outside of the maze (to keep the entrance and exit always alive), eventually all of cells that make up the dead ends will "die," leaving you with just the solution alive.
@leggyjorington3960
@leggyjorington3960 8 месяцев назад
I think if you want your video to have high quality available right when it comes out, you can just upload it, but schedule it to release sometime in the future. That way youtube will have time to process higher quality.
@Green-Code
@Green-Code 8 месяцев назад
Yeah I should have done that. The problem was I wanted to get the video out as soon as possible (but didn't realized that the HD quality hadn't finished processing) :)
@YoussefGamerYT
@YoussefGamerYT 8 месяцев назад
2:54 "jiggabyte" 💀💀
@energistixgames
@energistixgames 3 месяца назад
I love how google translate rewrites it correctly
@Explosive0
@Explosive0 3 месяца назад
Is he french or something
@otter502
@otter502 3 месяца назад
5:19 this only works with these specifc types of mazes whete all of the walls are connected to the edges of the board
@not_estains
@not_estains 3 месяца назад
true
@ITR
@ITR 3 месяца назад
No, it also works with all mazes where the entrance and exit are on the outer wall
@eugenekrabs141
@eugenekrabs141 2 месяца назад
No, any maze can be completed by following the wall since the point of a maze is to enter and exit from 2 different points. Its not like your gonna be leaving from the middle.
@AstralrAstralr-mj1tr
@AstralrAstralr-mj1tr 2 месяца назад
@@eugenekrabs141 imagine.. - someone drop you somewhere in underground maze and you need to find the ladder in the middle. - start at random, end at border: someone drug you and you loop around middle square wall - start at border, end at random: you entrance the maze building and find the stairs to next floor - scifi portal or fantasy Harry Potter like except they call it something else instead of maze, I'm not sure.
@eugenekrabs141
@eugenekrabs141 2 месяца назад
@@AstralrAstralr-mj1tr Ok but 99% of mazes are start at border end at different border.
@MrRaveYard
@MrRaveYard 8 месяцев назад
Your video is well produced, but 4600x4600 worth of cells can fit into about 5.4MB of memory if you only use 1 bit of information to store if a wall exists or not.
@Austin_Playz27
@Austin_Playz27 3 месяца назад
someone in the comments got it to 5.29 megabytes
@scratchthecatqwerty9420
@scratchthecatqwerty9420 3 месяца назад
@@Austin_Playz27 It depends whether there is 1024 or 1000 bytes in a kilobyte
@Austin_Playz27
@Austin_Playz27 3 месяца назад
ohhhh that makes sense
@SpaceVisYT
@SpaceVisYT 3 месяца назад
​@@scratchthecatqwerty9420 1000 bytes in a kilobyte, 1024 bits in a kilobit
@Andrew-jh2bn
@Andrew-jh2bn 3 месяца назад
​​@@SpaceVisYT 1000 bytes in a kilobyte, 1024 bytes in a kibibyte
@yusayoutube
@yusayoutube 3 месяца назад
8:40 you can generate a world map by this
@the_big_cheez
@the_big_cheez 3 месяца назад
roblox click to move
@TheEricamag
@TheEricamag 3 месяца назад
Haha so true 😂
@mazocca
@mazocca 2 месяца назад
underrated coment
@analyzers9335
@analyzers9335 8 месяцев назад
How is A* or Dijkstra not faster? Are you using a priority heap or just tossing everything into an array ?
@nitsum8874
@nitsum8874 3 месяца назад
Because they are looking not juste for a path, but the shortest while the wall follower just needs to find 1 path no matter which one
@A.R.-mk1lq
@A.R.-mk1lq 2 месяца назад
The underlying graph of such a maze is just an unweighted (spanning) tree. A* is better than Dijkstra because it expands fewer nodes, but "greedy best-first search" is even better.
@Someoneyes-y7l
@Someoneyes-y7l Месяц назад
@@A.R.-mk1lq yes, greedy best-first search is faster, but does not guarantee the shortest path.
@A.R.-mk1lq
@A.R.-mk1lq Месяц назад
@@Someoneyes-y7l For "perfect mazes", which are just trees, it of course finds the "shortest" path because there exists a unique path between any pair of nodes.
@A.R.-mk1lq
@A.R.-mk1lq Месяц назад
@@Someoneyes-y7l Not true in this scenario.
@redcarnotaurus323
@redcarnotaurus323 2 месяца назад
if i was stuck in a maze twice the size of paris i would want to solve the maze as fast as possible rather than develop the fastest path then get out
@FelanLP
@FelanLP Месяц назад
"How to solve the worlds most dificult maze?" One words: Water. I can think of 3 methods. Method 1: Water presure Assuming the world of the maze only has two dimensions and no gravity (or gravity but into the thrid dimensions direction means it wouldn't really matter here), just connect a water pipe to one end and pump water through it. The only path it can take is the path (or paths) to the other end, since all other routs are dead ends and due to water presure it can't go in there. Method 2: flowing water Just connect a (large enough, or invinite for a simulation) water source to one end and let it fill the maze. The water will flow into all paths but stop at ends. So it if water comes out the other end, you can follow the path like its a river. Method 3: Water and gravity Just hang the maze on the wall, connect a (again, large enought) water source to the top and let it run through the maze. Since the only way to diplace the air in the maze is by pusing it hrough the other end it can only fully take the routes towards the other end since all other paths will get clogged by the water. I don't know how good fluid physics engines are though. Maybe all methods might work in simulations, maybe just one, maybe non at all.
@lobotomiepraktikant1128
@lobotomiepraktikant1128 Месяц назад
Dijkstra is not specifically made for mazes, it works much better on complex graphs with weights on the edges.
@cv-p1l
@cv-p1l 6 дней назад
it’s effectively breadth first search. So its as good as any solution other than A* that simply biases with a heuristic.
@ViolentCabbage-ym7ko
@ViolentCabbage-ym7ko 8 месяцев назад
This channel needs at least 1 million subs. Great content!
@ameyasonyoutube
@ameyasonyoutube Месяц назад
“One fricking jigabyte!” - Green Code
@watermelon_cat_skateboard
@watermelon_cat_skateboard 3 месяца назад
the thumbnail alone made me know that this video would be good. Subscribed :D
@gogorilla803
@gogorilla803 2 месяца назад
who needs a robot when you can stick to the right side of the wall
@dawhoelse
@dawhoelse 8 месяцев назад
underrated channel
@WhyIsJupiterInTheFridge
@WhyIsJupiterInTheFridge 8 месяцев назад
Yeah i just subbed
@Tryh4rd3rr
@Tryh4rd3rr 3 месяца назад
Ya
@245trichlorophenate
@245trichlorophenate 8 месяцев назад
Was excited to see this after seeing that clip of a maze-generation algorithm in the end of the year video!
@BrandonMakesGames_
@BrandonMakesGames_ 2 месяца назад
Me: I want Code Bullet! Mom: We have Code Bullet at home. Code Bullet at home:
@starrekt2037
@starrekt2037 2 месяца назад
1:20 bro said i dont fking care in 1942750301264920202 different langauges
@Kity3
@Kity3 3 месяца назад
Next video: I solved the worlds hardest maze in 0.00072748826254284921 seconds with code
@MichaelUrocyon
@MichaelUrocyon 2 месяца назад
A good way to measure efficiency in maze solvers is by the number of steps they took to find a solution. Wall followers are quick to process, but they take way more steps to find a path than A*. The dead end filling algorithm is neat, but it needs to explore so much of the map. I'm disappointed you didn't give the random mouse a chance. You should always give random algorithms a chance just in case it solves it first try; you want that shit to be on camera.
@kiryonnakira7566
@kiryonnakira7566 2 месяца назад
sad you didn't implement the human algorithm: - just try to follow the direction toward the exit, - if it doesn't work out, just backtrack until you have another way that seems to lead towards that direction. - Repeat until you get to the exit.
@Iyht
@Iyht 2 месяца назад
Google doesnt use that algorithm, its not computable on a global scale road network, google uses a variation of the heat method, and yes the heat method can solve this problem a lot faster
@_JL27
@_JL27 2 месяца назад
"THE FINAL RACE"😂
@zix2421
@zix2421 2 месяца назад
8:31 lmao it looks like fantasy world’s map
@OmarRida10
@OmarRida10 2 месяца назад
How do you do such animated videos? I really want to know how to build things like your character, the maze generation, and pretty much everything. I love them so much!
@CameronReape
@CameronReape 3 месяца назад
0:12 he meant dumb as in not the mainframe
@Bacon_Protogen1111
@Bacon_Protogen1111 3 месяца назад
*a mobile maze game player that reached lvl 300*: too small
@raffimolero64
@raffimolero64 3 месяца назад
3:00 There is NO WAY that is a separate OBJECT PER CELL of the maze- Python takes 24 bytes per integer (not even objects, just integers) so 192 bits, possibly even more than that (I've heard of 200+ bits), when you only need 2 bits per maze cell under optimal circumstances. You have 2 bits of useful memory for every 192 bits that you spend. No wonder you ran out of memory XD A decent way to compress this is to use Python's bytearray() so you can create and manipulate individual bytes. Then, using bitwise operations, you can store 4 cells per byte, maximizing your memory.
@Green-Code
@Green-Code 3 месяца назад
Yeah I don't know, I just used the pickle library and somehow I got a really really large file. Couldn't be asked to figure out why 😅
@schwingedeshaehers
@schwingedeshaehers 3 месяца назад
or, you could use that python has no problem with really large ints, and let you use bitwise operations on it, and use an int to store everything. if you want to prunt it, i recommend hexadecimal
@schwingedeshaehers
@schwingedeshaehers 3 месяца назад
i used large integers on an space limited microcontroller, for printing letters (2 bytes per letter, to know which loght to activate * 40 characters or so) (the lib only supported fixed length characters, but needed that few pixel (display is 4(width)*5 (hight) pixel (max size for a symbol is 3*5 pixel)
@fredtrentini6791
@fredtrentini6791 3 месяца назад
I don't get why this only has 13k views wtf, this is like code bullet tier, really well done
@Arch-mv5te
@Arch-mv5te 2 месяца назад
what library did you use to display the maze? also great video, really enjoyed it!
@RichConnerGMN
@RichConnerGMN 3 месяца назад
pretty interesting video, i sure hope there isn't any ai-generated imagery in it!
@RichConnerGMN
@RichConnerGMN 3 месяца назад
ok i just got to 2:32 and i have bad news
@Green-Code
@Green-Code 3 месяца назад
Dude everything I did myself. I just couldn't be asked to draw a circus :)
@Golden_Official100
@Golden_Official100 2 месяца назад
Such a banger of a first view! 10/10
@HarrisonBorbarrison
@HarrisonBorbarrison 3 месяца назад
2:56 Jigabyte
@ThomasDeSwert
@ThomasDeSwert 2 месяца назад
This isn't the biggest maze! considering technically you could consider the earth to be a maze with the streets and turns!
@Lampe2020
@Lampe2020 3 месяца назад
2:56 Giggabyyyyte!
@leonszegedy
@leonszegedy 3 месяца назад
If you do an and gate on the two wall follower paths, I think it would get the optimized solution.
@white_145
@white_145 3 месяца назад
wall followers will give most optimal solution as well if you discard backtracking paths
@schwingedeshaehers
@schwingedeshaehers 3 месяца назад
it depends/dont have to
@Greentor
@Greentor 3 месяца назад
You should try implementing bidirectional versions of theses algorithms
@muslimgamerrr9479
@muslimgamerrr9479 3 месяца назад
8:34 MAKE MODERN ART WITH THIS??
@mabmab1512
@mabmab1512 3 месяца назад
Why do he remind me of code bullet
@smaug9833
@smaug9833 3 месяца назад
How did you represent the maze in memory? Adjacency matrix or list?
@sacredcat3222
@sacredcat3222 Месяц назад
What module do you use to visualize or show the process and of the algo?
@Ayasha-ho7gt
@Ayasha-ho7gt 3 месяца назад
2:58 bro really said jiga byte
@YoloYester94
@YoloYester94 8 месяцев назад
Definitely close to as much effort as code bullet, which is saying a lot.
@ygemkaa
@ygemkaa 3 месяца назад
2:59 Jiggabyte 💀
@prof_tnt8119
@prof_tnt8119 3 месяца назад
4:08 that corner shape is questionable
@RageBird7200
@RageBird7200 2 месяца назад
Just go around the maze!
@patrikpapik3466
@patrikpapik3466 Месяц назад
8:32 am i the only one who sees europe mirrored? +top of africa
@wesleysays
@wesleysays 3 месяца назад
4:13 It looks like lightning
@ceo_of_sigmas
@ceo_of_sigmas 3 месяца назад
bro make your own algorithm which work like water and water is most good maze solver in world
@blazzycrafter
@blazzycrafter 3 месяца назад
2:55 i can python and understand your traceback... dont fool around XD just say you did ctrl+c ^^ "KEYboardInterrupt" on a 100 seconds time out °-°
@Green-Code
@Green-Code 3 месяца назад
Got me there
@blazzycrafter
@blazzycrafter 3 месяца назад
@@Green-Code strike ^^
@miawmiawgary2024
@miawmiawgary2024 2 месяца назад
Right hand and Left handis my favorite
@artemsheykin556
@artemsheykin556 8 месяцев назад
best ml channel on youtube by far!!!!
@Green-Code
@Green-Code 8 месяцев назад
@RandomExoplanet
@RandomExoplanet Месяц назад
nah ignore the mase and walk to end without doing mase
@Protoman3
@Protoman3 3 месяца назад
if you combined the L-hand and R-hand algorithms, would they fill every cell of the maze?
@schwingedeshaehers
@schwingedeshaehers 3 месяца назад
don't have to, but depends on the map (/map generator)
@clixis
@clixis 8 месяцев назад
underrated ahh youtuber i love code youtubers
@MozzarellaWizard
@MozzarellaWizard 3 месяца назад
He said "Jigabyte" This is not acceptable /j
@raffaelpanizzon3972
@raffaelpanizzon3972 3 месяца назад
The mase is easy to solve if its a scuare Just follow a wall and bye bye It must be a circle
@NanekSpeedrun-ol5fj
@NanekSpeedrun-ol5fj Месяц назад
You are Code Bullet but worse, but youre not that bad
@FrogInALog_
@FrogInALog_ 8 месяцев назад
Bro should do a dub of, I AM PROTO
@Withers536
@Withers536 3 месяца назад
Oh but that maze is not as big as the maze im building in minecraft
@aoch1461
@aoch1461 8 месяцев назад
You are the best. Thanks !!!!
@GuillemBassets
@GuillemBassets 8 месяцев назад
The new animations are so cool man
@Green-Code
@Green-Code 8 месяцев назад
Thank you Guillem! 😉
@not_blackrose
@not_blackrose 2 месяца назад
hey no favraite child man no fair!!! i am just messing with ya
@speedrunnercaliorda2787
@speedrunnercaliorda2787 3 месяца назад
Use double sided A*
@corrpendragon
@corrpendragon 8 месяцев назад
I'd love to try running these on my computer. Any chance you'll post your code?
@Green-Code
@Green-Code 8 месяцев назад
You can! I'm uploading all my code today to Patreon :) (and all my code from all my previous projects)
@top5-000
@top5-000 2 месяца назад
wall follower made denmark lol
@jimmysyar889
@jimmysyar889 3 месяца назад
This watches like a Mr. Beast video
@Ez_guy-cq6kt
@Ez_guy-cq6kt 3 месяца назад
Codebullets long lost twin😱
@fallingist
@fallingist 3 месяца назад
2:46 its just green
@renatorosco325
@renatorosco325 29 дней назад
What a nerve killing babble...
@VladFound
@VladFound 2 месяца назад
I have an idea of better solution solver.
@VladFound
@VladFound 2 месяца назад
But I have no money to support you and get the access to the code. 😢
@thefumyandthechev
@thefumyandthechev 3 месяца назад
Thumbnail is wrong. I checked and the insides of the red circle shows different part of the maze completely.
@Stickpickle-kg5sz
@Stickpickle-kg5sz 3 месяца назад
dollar store code bullet. still love the content tho
@bruhgaming-ue1ec
@bruhgaming-ue1ec 3 месяца назад
bro tryna be codebullet fr
@Romello_fights
@Romello_fights Месяц назад
You drew thunder 4:17
@nolhanhuot-duval6007
@nolhanhuot-duval6007 2 месяца назад
As a small correction, A* doesn't always give the most optimal solution although it does yield something close (most of the time)
@arcadesmasher
@arcadesmasher 2 месяца назад
If you keep pronouncing gigabyte like that you will never get a jirlfriend.
@pandolphe1669
@pandolphe1669 3 месяца назад
Feet don't exist in Paris. Feet shouldn't even exist. YOU SHOULDN'T EX- use feet. Use meters. Please.
@Green-Code
@Green-Code 3 месяца назад
Dude I also use meters, but if I said it in feet sounds bigger. That and the big majority of my audience is from the US
@pandolphe1669
@pandolphe1669 3 месяца назад
@@Green-Code Ok. You can exist. I'm french. US sucks. You don't. Because you use feet. No, meters. Bye
@RobertSchinner-o6v
@RobertSchinner-o6v 3 месяца назад
A-maze-ing!
@omarsaifeldeen6453
@omarsaifeldeen6453 2 месяца назад
why did you not try dfs and bfs
@theopoldthegamer4284
@theopoldthegamer4284 8 месяцев назад
I really like your character
@jotti_
@jotti_ 2 месяца назад
i use arch btw
@xx_sad_dam_whose_sane_xx
@xx_sad_dam_whose_sane_xx 3 месяца назад
There's a few things you can do differently to optimize this whole thing. I'll start with the obvious, don't use Python xd but now a little more seriously, printing to the terminal slows you down a lot. Also i have the feeling that you didn't implement A* or Dijkstra correctly, especially if you're using the default python list and not a binary heap. And finally 1GB for storing the maze? How? You only need to store 1s and 0s (1 as wall, 0 as not wall). If you did it this way 1GiB would have had a little over 8.5 billion cells
@research417
@research417 3 месяца назад
Python is definitely slowing this man down. You shouldn't be using interpreted languages to benchmark algorithm efficiency 🤦‍♂ Python is fast when you're using libraries made in C/C++ like numpy, rawdogging the algorithms in Python code is... something else. As for the size, it looks like he used Pickle to serialize a Cell object he made in Python, and somehow that came out to around 47 bytes per cell. This video has me stressing 😭 at least he's talented at making visualizations.
@xx_sad_dam_whose_sane_xx
@xx_sad_dam_whose_sane_xx 3 месяца назад
@@research417 true. I mean... Not to be that guy xd but he should learn c/c++ or at least something a little faster like c# and then it's easier to switch to c++
@A.R.-mk1lq
@A.R.-mk1lq 2 месяца назад
Python is definitely not the bottleneck, but the data structure to represent the grid graph and the algorithms used.
@research417
@research417 2 месяца назад
@@A.R.-mk1lq ​ @A.R.-mk1lq Python is hundreds to thousands of times slower than compiled languages, depending on the task. It's fine for machine learning because you're using libraries written in other languages. For this type of algorithm though? Maybe you can use more efficient data structures, but even if you get a 5x speedup, going from 60 seconds to 12 seconds isn't really as helpful as going from 60 seconds to 60 milliseconds by rewriting it in a better language.
@A.R.-mk1lq
@A.R.-mk1lq 2 месяца назад
@@research417 You miss my point. What I say is that using an efficient data structure an algorithm is more essential than using another programming language. In this example application, using Python is certainly no issue.
@CuteBlueFluffy-scratch
@CuteBlueFluffy-scratch 3 месяца назад
Where can I get this?
@vladislav_artyukhov
@vladislav_artyukhov 3 месяца назад
Buy 196 Gb of ram and Ryzen Epic, and retry
@BucketFishe
@BucketFishe 2 месяца назад
You’re going to make it big, I’ll claim my ticket 30.9k~.
@edwardvannie9192
@edwardvannie9192 2 месяца назад
Bro was not code bullet 🙏🙏🙏🙏
@stubbydinosaur4332
@stubbydinosaur4332 8 месяцев назад
how much ram did your computer have?
@randoperson2032
@randoperson2032 8 месяцев назад
CB?
@Camilocku-xj7tc
@Camilocku-xj7tc 2 месяца назад
i am going to sub to the channel
@itszify554
@itszify554 2 месяца назад
code bullets lost brother
@benedekszaszko4876
@benedekszaszko4876 3 месяца назад
you are not using dijsktra .the dijkstra is tells the shortest path in weighted graph. This maze is nőt weighted so it does not make any sense to solve this with dijkstra and dijkstra is good fór finding the best way but in this maze you have only way so it still dont really make sense.
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