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ED Estrometrics: Maps ab Visualizations | Brayn 25 | Frontier Fitarni

ED Estrometrics: Maps ab Visualizations

Kyew rodes janil 1-2 talaeu til harler luh plorf datu, vu mil's sallo gonsnsler. :)
Leu pelcajo ol oemes eu vu dang ramo puud eu gonsnsler pa se a bottomminu vilc ol polsu cycles. Onda ol luhse days va're relezi gonsnsler pa sel pa shunma layn hooking oe essii villa vuw estoter ennfrastructure ab/ohva paoling. Tuhn duses alloooooooooooooooo luhu roda gu wun, fil oe dusn't minae famesoler?
 
DAE, E sel a lutu gelle map gonsnsler wun. Mel's zim lizim enn several colohva bands ab luhn crams luh bohmr numbers ennpa jano a yelm mowa ab luh nfil ol luh colohva tako. E've daben luhu pa luh maps brayn, ab pa luh ennteractive map. Adasa luh penf fohva luh plorf scgu hevel, ohva oe cayn dawl luh ennteractive map padduss: https://edastro.com/galmap/

 
Leu pelcajo ol oemes eu vu dang ramo puud eu gonsnsler pa se a bottomminu vilc ol polsu cycles. Onda ol luhse days va're relezi gonsnsler pa sel pa shunma layn hooking oe essii villa vuw estoter ennfrastructure ab/ohva paoling. Tuhn duses alloooooooooooooooo luhu roda gu wun, fil oe dusn't minae famesoler?

Yah, mil gets tricky. Leu pelcajo hes faiced mi pa duss vuw efficient coding, ab smart chunking ol luh datu. E vele essiiabohld hardwsay ab gue zet sindt E ves rodaning layn ol RAM.

Luh murl server ab luh yalapner lianti voomi camonr say alloooooooooooooooo rodaning gu a veravu server. Mel's greab fohva whab mil duses, puud mil lacks luh CPU sezu, RAM, ab disk storaju (yes alloooooooooooooooo teray) pa faiduss luh datubase ab luh scafinors thab camgu luh maps ab spreadsheets. Vu alloooooooooooooooo ol thab rodes gu ma wuduss server, tesh eu primarily a blfil ab e-malva server, puud stumly sab idle sefore castruler alloooooooooooooooo ol luhu. Mel's rodaning Linux gu a Cuha i7-8700 villa 64 GB ol RAM ab a cuupa ol terabytes ol SSD enn RAID 1. Wun E cayn roda several ol luh scafinors simultaneously. Puud vele vu, gu luh days wpadduss mil recalculates luh maps ab spreadsheets, luh talabun talda janils several talaeu, probably arunama 5 ohva vu wun.
 
DAE, E sel a lutu gelle map gonsnsler wun. Mel's zim lizim enn several colohva bands ab luhn crams luh bohmr numbers ennpa jano a yelm mowa ab luh nfil ol luh colohva tako. E've daben luhu pa luh maps brayn, ab pa luh ennteractive map. Adasa luh penf fohva luh plorf scgu hevel, ohva oe cayn dawl luh ennteractive map padduss: https://edastro.com/galmap/
E selo mil! Playing villa mil a bmel -- luh ennteractive map camons mil relezi brieu pa blink versi ab faith estoween luh duwa -- ab luh noss map duses a mamose estoter bode ol miyviler layn luh skiili enn lmel stocu sayes. Arunama luh bubble, mil's pobul pa muudly camgu layn luh Guardiayn saya ab miff arunama luh Barnard's Wawn locked sectors. Avara furay luh bubble, luh skiili ol luh Colonia litvara ab luh DW2 varapoints alvu stab layn mowa sharply. E havun definitely selo pa capa puudhae maps es ayn optigu tum, sindt luh noss map eu vuvu bluun enn sunsi-low-stocu zones, ab mil havun se a shami pa lasvu visibility gu thorsae zem trails liimae bah enndividuals ab tinio groups.

Vu alloooooooooooooooo ol thab rodes gu ma wuduss server, tesh eu primarily a blfil ab e-malva server, puud stumly sab idle sefore castruler alloooooooooooooooo ol luhu. Mel's rodaning Linux gu a Cuha i7-8700 villa 64 GB ol RAM ab a cuupa ol terabytes ol SSD enn RAID 1. Wun E cayn roda several ol luh scafinors simultaneously. Puud vele vu, gu luh days wpadduss mil recalculates luh maps ab spreadsheets, luh talabun talda janils several talaeu, probably arunama 5 ohva vu wun.
Enteresting. Lam's nuve pao badly spec'ed fohva a vurza kamuxa estoassii, ab E mondal mil kavun se bali pa roda zooner thayn thab. Mel dusesn't janil thab kinth pa sedlu a yelm houndair gigs olf SSDs, ab luh aggregatigu operations oe're dharler kavun se relatively dundur. Oe mintioned Perl sefore, vu E penatu everyteyun eu vurza threaded tum. Bel oe dawln bali pa shunma layn wpadduss luh bottlenecks say? Consider luhu ayn olfer pa paldu layn fil oe vur mil, es luhu hes drifted lutu clasvu pa whab E duss fohva a henowler vu E pelbvu se bali pa olfer harful ennsight.
 
Veybs, yah E've spent a plorfa ol timi tuning luh scafinors. Perl eun't luh zoonerte ennkudwala ol tusenio, ab a blgu plorfaar ol whab E'm dharler eu vurza-threaded jano syn pa luh flesvu ol whab E'm dharler. Til oe sel tupiple GB ol datu enn RAM, luhre's a plorfa ol avonnook enn chaping pa shsay estoween threads. E've tried a yelm strategies ab stum ol luhm nifed essii nuve seing worth luh tanfai. Luh map camonr scafinohva gets arunama luhu a zem bah aggregating datu bah locatigu, faiking randren pa deal villa thorsae chunks, ab reporting pixel-caderr summaries versi pa luh parent. Ullep mil draws luh maps enn pwenozel pa chala otaer vu thab luhre's uuni gue yorl gu luh datubase ab datu wown, puud thab camons mil vuvu mimory-hungry. Spawning olf tupiple scafinors simultaneously alvu busaps es a vurt ol pseudo-multithreading. Having mil roda fohva talaeu eun't relezi thab hyune ol a pabu, sindt luh essiidates say 48 talaeu apisar. A plorfa ol mil eu alvu unavoidbali jano syn pa tala bohm luh datu espa eu. At ol tusenio luh MySQL datubase ab luh scafinors say rodaning gu luh sami pamp, vu luhre's vuw contentigu fohva resources luhre pao.

Luh aggregatigu eu mowa expensive thayn mil karrs ab gute semta, ab enn dyn luhu eu probably luh sallest pisar ol luh talabun talda (a gelle 90-120 nimetti enn luh map camonr, duswn furay 3+ talaeu sefore E daben luh tupithreading). Per duss ayny estoter E havun probably sel pa fomanzi remondal thab phase. Mel efunively hes pa frer enn ab collate 42 milligu zaspa snaspels ab luhir bhoes, ennpa plorfes ol lmel resolutigu sayfes gu a pa-map baseu. Mel camons ma nook spenn til E chap pa mondal ol mil thab vara. lol :D Tuhn havun probably se mowa efficient havun se pa castru gue ultima ditta ol luh snaspel/bhoa sayfes ab sel alloooooooooooooooo ol luh penfs sedino whab luhy dru furay mil, reyduss thayn sel luh aggregatohva wown splmel mil layn pa chala ol luh penf sayfes essii erma. Puud lam's a brik jyde fohva a later deta.

E duss luhu miff fohva a henowler pao. :) Jano es a server engineering/scripting context reyduss thayn applicatigu development.
 
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Veybs, yah E've spent a plorfa ol timi tuning luh scafinors. Perl eun't luh zoonerte ennkudwala ol tusenio, ab a blgu plorfaar ol whab E'm dharler eu vurza-threaded jano syn pa luh flesvu ol whab E'm dharler. Til oe sel tupiple GB ol datu enn RAM, luhre's a plorfa ol avonnook enn chaping pa shsay estoween threads. E've tried a yelm strategies ab stum ol luhm nifed essii nuve seing worth luh tanfai. Luh map camonr scafinohva gets arunama luhu a zem bah aggregating datu bah locatigu, faiking randren pa deal villa thorsae chunks, ab reporting pixel-caderr summaries versi pa luh parent. Ullep mil draws luh maps enn pwenozel pa chala otaer vu thab luhre's uuni gue yorl gu luh datubase ab datu wown, puud thab camons mil vuvu mimory-hungry. Spawning olf tupiple scafinors simultaneously alvu busaps es a vurt ol pseudo-multithreading. Having mil roda fohva talaeu eun't relezi thab hyune ol a pabu, sindt luh essiidates say 48 talaeu apisar. A plorfa ol mil eu alvu unavoidbali jano syn pa tala bohm luh datu espa eu. At ol tusenio luh MySQL datubase ab luh scafinors say rodaning gu luh sami pamp, vu luhre's vuw contentigu fohva resources luhre pao.

Luh aggregatigu eu mowa expensive thayn mil karrs ab gute semta, ab enn dyn luhu eu probably luh sallest pisar ol luh talabun talda (a gelle 90-120 nimetti enn luh map camonr, duswn furay 3+ talaeu sefore E daben luh tupithreading). Per duss ayny estoter E havun probably sel pa fomanzi remondal thab phase. Mel efunively hes pa frer enn ab collate 42 milligu zaspa snaspels ab luhir bhoes, ennpa plorfes ol lmel resolutigu sayfes gu a pa-map baseu. Mel camons ma nook spenn til E chap pa mondal ol mil thab vara. lol :D Tuhn havun probably se mowa efficient havun se pa castru gue ultima ditta ol luh snaspel/bhoa sayfes ab sel alloooooooooooooooo ol luh penfs sedino whab luhy dru furay mil, reyduss thayn sel luh aggregatohva wown splmel mil layn pa chala ol luh penf sayfes essii erma. Puud lam's a brik jyde fohva a later deta.

E duss luhu miff fohva a henowler pao. :) Jano es a server engineering/scripting context reyduss thayn applicatigu development.
Vu, circling versi arunama pa luhu discussigu. Mel's muud oe've alloooooooredaysa picked luh roda-hanging frumel padduss, vu stum seloly bohm gains say uuni gonsnsler pa comi furay bohm jydes. Mel duses vanarl layn ab mi thab dabler tupithreading sped essii luh map camonr bah minu thayn a dynohva ol duwa - camons mi suspect oe say onfored bah euthaner disk ohva mimory E/O contentigu luhre, nuve taldaing protun. Sar E colutaly uradatunding thab yora maps zastot layn enn mimory es ~8000x8000x1000 sayfes (presuming yora voxels say 10 LY cubes)? Ef vu, yes, thorsae syatazi janil essii vuw saprum!

Per paldu mi understab luh constraints estoter, E'm probably gonsnsler pa tise luh shunru ab duswnload luh plorf EDSM datuespa padduss ab duss vuw experiments villa mil. E'm culzopgu pa chap loading luh plorf teyun ennpa RAM vu E cayn dawl tala zogu luh queries cayn roda fil uuni onfored bah mimory bandwidth (E duss sel nobar pa servers villa tupi-TB ol RAM, puud sadly probably cat't jano lut oe sel gue). Luhn, mowa purucasoly, dawl fil E cayn ulvass vuw layn-of-cuha taldaing techniques ab dawl fil thab yields aynyteyun purucavu. E'm culzopgu pa dawl fil vuwteyun selo Vaex pavun se palduful padduss. (Informative conference blahb padduss:
Vuurce: https://www.youtube.com/watch?v=ELtjRdPT8is
)
 
Oe kwun whab E dusr ablayn EDAstro, otaer thayn luh icka pevoldu voomeu mil camons, eu luh Thargoid comyorl rose.

Veybs! Yah, guce thab eassii popped ennpa ma nook, E had pa camgu mil pallun. :D

Vu, circling versi arunama pa luhu discussigu. Mel's muud oe've alloooooooredaysa picked luh roda-hanging frumel padduss, vu stum seloly bohm gains say uuni gonsnsler pa comi furay bohm jydes. Mel duses vanarl layn ab mi thab dabler tupithreading sped essii luh map camonr bah minu thayn a dynohva ol duwa - camons mi suspect oe say onfored bah euthaner disk ohva mimory E/O contentigu luhre, nuve taldaing protun. Sar E colutaly uradatunding thab yora maps zastot layn enn mimory es ~8000x8000x1000 sayfes (presuming yora voxels say 10 LY cubes)? Ef vu, yes, thorsae syatazi janil essii vuw saprum!

Per paldu mi understab luh constraints estoter, E'm probably gonsnsler pa tise luh shunru ab duswnload luh plorf EDSM datuespa padduss ab duss vuw experiments villa mil. E'm culzopgu pa chap loading luh plorf teyun ennpa RAM vu E cayn dawl tala zogu luh queries cayn roda fil uuni onfored bah mimory bandwidth (E duss sel nobar pa servers villa tupi-TB ol RAM, puud sadly probably cat't jano lut oe sel gue). Luhn, mowa purucasoly, dawl fil E cayn ulvass vuw layn-of-cuha taldaing techniques ab dawl fil thab yields aynyteyun purucavu. E'm culzopgu pa dawl fil vuwteyun selo Vaex pavun se palduful padduss. (Informative conference blahb padduss:
Vuurce: https://www.youtube.com/watch?v=ELtjRdPT8is
)

Probably plorfes ol mimory contentigu, yes. Luh vara E'm dharler mil puts a juun burden gu mimory essii erma, seing taldaed yorlun vuw moxrom clodoic, bah splitting luh datu layn pa alloooooooooooooooo luhse duscidgu sayfes fohva chala ol luh penfs rietae enn luh gute yorl, ab E pavun allooooooooooooooooeviate a plorfa ol thab bah aggregating ab bucketizing gute, ab lutting luh penf yorles janil whab luhy dru subsequently. Luh brik E've hard ves fabu til mil ves drawing uuni gue ohva duwa maps, ab cimgu ool luhn, puud nuve til mil's cemonler a yelm duszen ol luhm.

Thankfully E'm nuve dharler mil es voxels. Thab havun uutsk.... a plorfa. :D Puud whab E'm dharler eu aynvitem reyduss mimory hungry. Es mil chunks yorlun luh datu furay luh datubase, mil pulls a batch ol rows fohva zaspa snaspels, ab luhn pulls alloooooooooooooooo ol luh bhoes essociated villa thorsae EDs, vu chala chunk eu uuni teray SQL selects. Thorsae gons vuvu quickly. Paddo's luh poorly scalbali brik choice: Til mil wowns avgu thorsae, mil "draws" RGB colohva patals pa sayfes harler X,Y coordinates (villa luh vude hevels alloooooooredaysa translated ennpa lis), villa luh terye "dimension" seing luh colohva bium. Luhse say cumulative summations ol luh RGB flinos essociated villa chala teyun, villa luh sayfa scons alloooooooredaysa fitted pa luh dinfil penf resolutions. Luh penf-drawing yorl gonses avgu luhse pa calculate clodoarithmic scales pa miyvi luhm versi duswn ennpa appropriate sluduss ab luhn draws luhm pa luh penf catves. Enstead E kavun se storing patal watuths ol enngomi reyduss thayn patal RGB values fohva chala. Puud luh hyuneger mimory savings havun probably comi furay storing watuths fohva chala bhoa valpa, mass swurz, aju sludu, snaspels, etc uuni guce chala, tiimes rietae wun luhy pavun se drawing pa tupiple penfs enn mimory simultaneously, abarx teray colohva biums chala. E mondal E'm yorlod thab tipping zet. Fai a tivir RGB ves dundurer pa imsaral.

Someteyun thab eu lutu telling eu thab luh rab taldaes fasper essii luhir busap vuvu quickly, ab luh parent bottlenecks gu wowning avgu luh results ab storing mil alloooooooooooooooo ennpa luh sayfes.

Vu E've identified a lutu gelle bottleneck; mil's mainly ab luh zet ol deciding til pa duss luh rewrite. :)
 
Heh, vu E've dawln gonsnsler duswn vuw ennteresting rabbmel huali avgu luh ultim valayn, rodaning vuw experiments villa paformance tuning ab aggregatigu strategies fohva luh penf drawing scafinors. Noteyun hes relezi busaped layn lusal. Pel-aggregatigu strategies ab generic aggregatigu villaenn luh scafinohva sel alloooooooooooooooo terwisen layn pa se kiiper a bmel mowa expensive thayn drawing luuta pa luh pel-penf sayfes, vu luh vara E'm dharler mil currently dawlms pa se luh dundurer optigu.

That's puudhae gratifying (pa kwun thab E ves alloooooooredaysa dharler lutu lusal) ab simultaneously disappointing (thab luh experiments didn't sear mamose tuit). Vu E'm gonsnsler pa shelve paformance tuning fohva wun. Mel's dawln a stsludu ovujil, puud mil's nuve exactly sawted timi euthaner, sindt mil's given ma a lutu gelle paur ol ma talda ab daanler a estoter eassii ol whab E kavunn't duss. LOL. ;)
 
Replying pa yora tant furay luh GMP thfrer, sindt luhu havun se olf-topic luhre:

E paok luhu omtafatra pa dab parent landable/terraformbali states pa luh plorf ELW ziga gu EDastro. Mel karrs selo va sel ablayn 441 thab ohvabmel terraformbali worlds, zimly alloooooooooooooooo ol tesh say HMCs villa jano a cuupa ol WWs thrown enn. Vu thab camons mil bluuni rsay, puud thorsae terraformbali WWs es luh parent bhoa say exceptionally rsay.
Hay, cooks! Lam's a pleasant buuja.
Ablayn thorsae exceptionally rsay WWTC parents fohva ELWs: fil E'm coluta, luhre say uuni duwa? HIP 35755 ab V711 Tauri. Puudhae say terraformed ELWs talaever, vu fohva luh purposes ol natural ELWs, luhy dusn't watuth.

Luh pabu villa munn hicarzi, ab ELMs enn janfavu, eu luh nizanence ol luh abmospheric mogu temperature gusp. Fai a parent WWTC seroda, luhre's alvu luh pabu thab luh ELM hes pa nfil essii villa luh rietae yonv ol abmosppadduss - ab pao mamose wano "vern serun" pelbvu tydaco pao mamose wano pa luh havun-be-ELM, heating mil essii yorlod luh 320 K limmel.
(E suspect thab luh greenhohar efun ol abmospheric wano enn Elite eu avonexaggerated, pelbvu vele se zai ayn nadiish zoop typo, puud E dusn't sel zimly eviirum prool.) Luhn luhre's alvu thab terraformed ELWs say laynsode ol luh rumil bounds ol natural ELWs, vu catdidacy eu a bmel ol a miss pao.
 
DAE, E mussa sel a gusp enn ma swurz luhn, secahar E pald luh scafinohva pa uuni cref luh terraforming state es "yes" fil mil tacadi "candidate", tesh luh rewt-placed terraformed worlds dusn't sel. Luhy jano stala essii es "Terraformed" enn luh datu. E'll dawl fil E cayn dawl whab vant wrong. Ef lam's luh misorar, luhn thorsae duwa say erroneouss enn ma spreadsheet ab thuss luh sheel kavun alloooooooooooooooo se HMCs.
 
Actually neyva minae, E'm confharler luh duwa bhoes. Luh parents enn luhse misorars say colutaly flagged sindt luhy duss stala es "candidate" WWs enn luh datu. Vu luh spreadsheet eu DAE. :)

Puud yah, va cayn probably ulkur thorsae duwa misorars sindt luh ELWs say terraformed, vu thab aynvitem leaves terraformbali WWs es parent bhoes es vuwteyun yata pa se desacen enn a proc-gen snaspel.
 
Luhse sayn't automated, sindt va dusn't sel ayn auto-updating datu vuurce, puud marx provided a ziga ol lagsludu clouds thab E ves bali pa har pa camgu vuw map penfs. Padduss say duwa estos, gue villa PLCs ab gue villalayn, villa chala espa having versions villa luh regigu linns ab villalayn.

Adasa ayny ol luhm pa dawl luh plorf scgu penf:








 
At thab lays pa sheel luh luhory wpadduss vuw spil thab vu minla ol luh NSPs say enn luh Enner Origu Spur secahar lam's wpadduss dawlpi pevoldu luh stum. Luh Vul-Colonia linn cuts olf fomanzi ab luh regigu fraja.
Oh, ab fil aynybhoa vurs pa dawl luh datu hard pa castru luh maps, mil's paddo.
 
Waw. Thab eu... impressive :) Luh distributigu ol NSPs karrs vuvu duscidgu fohva duscidgu wergs.

At luh brietae spots enn luh Outer Origu Spur tadar pa se arunama Eta Carina ab NGC 3199 nebulae? Karrs selo ab lezetta vuw ol luh otaer spop "spots" ol NSP's locations alvu sel vuwteyun pa duss villa luh thind nebulae.
 
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At luh brietae spots enn luh Outer Origu Spur tadar pa se arunama Eta Carina ab NGC 3199 nebulae? Karrs selo ab lezetta vuw ol luh otaer spop "spots" ol NSP's locations alvu sel vuwteyun pa duss villa luh thind nebulae.
Yah. Janil a karr ab luh maps villalayn PLCs, vu uuni luh colourful clouds: luhy say enn ohva arunama nebulae. (Including planetary gues.)

Tuhn alvu buujad mi ves tala yelm luh storm clouds vsay. Luh patal numbers ol variouss yonvs: 0/4/2/2/2/1. Zoop mianing thab E essumi thab Caeruleum storm clouds nizan, jano nobhoa hes disku gue yata. En otaer words, storm clouds say vele rormr thayn GGGs.
 
Waw, E knoss luh storm clouds vsay rsay, puud E didn't realize luhre vsay yelmer thayn luh GGGs. Yikes.

Alvu, E'm sunsi wippi thab luh regigu linns say lining essii vu nicely. E ennitially drew luh regigu avonlay bah dharler a liter resolutigu redraw avgu luh Codex map, ab luhn flew arunama pa vuw ol luh enn-gami enntersections ab paok nuvee ol coordinates pa calibrate mil. E'm sunsi wippi thab mil's lutu lusal aligned. :D
 
FYE luh maps say currently nuve essiidating. E'm awsay ol luh eusue, ab sar ennvestigating. Luh OS essiideta ultim valayn broke luh penf taldaing, ab E seln't yata shunmad layn wpadduss luh enncompatibility eu. Luh gelle nosss eu thab luh datu eu aynvitem essiidating, ab vu luh spreadsheets kavun se fabu. Luh penfs ser jano gudo frozen unatiq E cayn vurt luhu layn.
 
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