{"id":41870,"date":"2020-02-17T11:17:15","date_gmt":"2020-02-17T08:17:15","guid":{"rendered":"https:\/\/prohoster.info\/blog\/blog_prohoster\/ustanovka-or-tools-s-scip-i-glpk-v-virtualnoe-okruzhenie-python-3-7-na-linux"},"modified":"2020-02-17T11:17:15","modified_gmt":"2020-02-17T08:17:15","slug":"ustanovka-or-tools-s-scip-i-glpk-v-virtualnoe-okruzhenie-python-3-7-na-linux","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/ustanovka-or-tools-s-scip-i-glpk-v-virtualnoe-okruzhenie-python-3-7-na-linux","title":{"rendered":"Instalimi i or-tools me SCIP dhe GLPK n\u00eb nj\u00eb mjedis virtual Python 3.7 n\u00eb Linux","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Vendosi t\u00eb marr pjes\u00eb n\u00eb <noindex><a rel=\"nofollow\" href=\"https:\/\/www.kaggle.com\/c\/santa-workshop-tour-2019\">gar\u00eb<\/a><\/noindex> dhe kisha nevoj\u00eb p\u00ebr paketat p\u00ebr zgjidhjen e problemeve t\u00eb optimizimit. Zgjodha mjetin e Google or-tools, i cili ofron nj\u00eb nd\u00ebrfaqe p\u00ebr zgjidh\u00ebs t\u00eb ndrysh\u00ebm. Ai p\u00ebrmban disa mjete optimizimi, por krijuesit e tij deklarojn\u00eb se mb\u00ebshtesin disa paketa t\u00eb jashtme, p\u00ebrfshir\u00eb ato komerciale Gurobi dhe CPLEX. Megjithat\u00eb, ne nuk jemi t\u00eb pasur, k\u00ebshtu q\u00eb do t\u00eb p\u00ebrdorim SCIP dhe GLPK falas. P\u00ebr habin\u00eb time, nuk gjeta asnj\u00eb udh\u00ebzues p\u00ebr t\u00eb b\u00ebr\u00eb q\u00eb gjith\u00eb kjo t\u00eb funksiononte n\u00eb nj\u00eb mjedis virtual t\u00eb Python-it, as n\u00eb segmentin ton\u00eb, as n\u00eb at\u00eb anglishtfol\u00ebs t\u00eb internetit, dhe duhej pak t\u00eb punoja. P\u00ebr ata q\u00eb jan\u00eb shum\u00eb t\u00eb nxituar, lexoni menj\u00ebher\u00eb <noindex><a rel=\"nofollow\" href=\"#guide\">k\u00ebtu<\/a><\/noindex>, t\u00eb tjer\u00ebt i sugjeroj t\u00eb njohin shkrimin tim t\u00eb dyshimt\u00eb q\u00eb p\u00ebrshkruan ngjarjet e instalimit t\u00eb softuerit t\u00eb Google. Po, harrova t\u00eb them se gjith\u00e7ka u instalua n\u00eb Manjaro Linux.<\/p>\n<p><img decoding=\"async\" alt=\"Instalimi i or-tools me SCIP dhe GLPK n\u00eb nj\u00eb mjedis virtual Python 3.7 n\u00eb Linux\" src=\"\/wp-content\/uploads\/2020\/02\/d65bca44558d794b0fc6ff0e911725fc.jpeg\" style=\"display:block;margin: 0 auto;\" \/><noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<h2>Hapat e par\u00eb<\/h2>\n<p>\nT\u00eb tre paketat ekzistojn\u00eb n\u00eb repozitorin e Python-it, k\u00ebshtu q\u00eb i instalojm\u00eb p\u00ebrmes pip.<\/p>\n<p>\u00c7do nj\u00ebri prej tyre ka nd\u00ebrfaqen e tij, dhe or-tools u zgjodh sakt\u00ebsisht p\u00ebr t\u00eb provuar disa paketa pa e shkruar programin n\u00eb m\u00ebnyr\u00eb t\u00eb konsiderueshme, k\u00ebshtu q\u00eb detyra \u00ebsht\u00eb q\u00eb or-tools t\u00eb lidhet me k\u00ebta zgjidh\u00ebs dhe t'i jap\u00eb mund\u00ebsin\u00eb q\u00eb t\u00eb ekzekutohen p\u00ebrmes tij. Dhe \u00e7far\u00eb mendoni? or-tools i instaluar p\u00ebrmes pip nuk i sheh zgjidh\u00ebsit e instaluar p\u00ebrmes pip, dhe ata nuk e shohin at\u00eb (kush do t\u00eb mendonte). Prandaj, duhet t\u00eb shohim se \u00e7far\u00eb shkruhet n\u00eb <noindex><a rel=\"nofollow\" href=\"https:\/\/developers.google.com\/optimization\/install\/python\/source_linux\">dokumentacion<\/a><\/noindex>.<br \/>\nDokumentet thon\u00eb se duhet t\u00eb nd\u00ebrtohet nga burimi q\u00eb or-tools t\u00eb lidhet me paketat e jashtme. Provojm\u00eb t\u00eb nd\u00ebrtojm\u00eb, dhe nuk dalin gj\u00ebra sepse zgjidh\u00ebsit e instaluar p\u00ebrmes pip nuk jan\u00eb t\u00eb duksh\u00ebm. <br \/>\nP\u00ebrkat\u00ebsisht, m\u00ebnyrat m\u00eb t\u00eb thjeshta p\u00ebr t\u00eb instaluar t\u00eb gjitha paketat p\u00ebrmes pip nuk funksionojn\u00eb, sepse or-tools nuk merr zgjidh\u00ebsit, zgjidh\u00ebsit nuk instalojn\u00eb bibliotekat ashtu si\u00e7 k\u00ebrkon or-tools, t\u00eb gjith\u00eb hedhin gabime, t\u00eb quajn\u00eb injorant dhe e tallin. <\/p>\n<p>M\u00eb pas n\u00eb <noindex><a rel=\"nofollow\" href=\"https:\/\/developers.google.com\/optimization\/install\/python\/source_linux#install-the-scip-optimization-suite\">dokumenti<\/a><\/noindex> thot\u00eb se duhet nd\u00ebrtuar zgjidh\u00ebsit nga burimi dhe pastaj nd\u00ebrtuar or-tools nga burimi. E th\u00ebn\u00eb e b\u00ebr\u00eb! Instalova SCIP, instalova GLPK, por doli nj\u00eb pyetje e pa p\u00ebrshkruar n\u00eb dokumentacion se si t\u00eb vendos or-tools n\u00eb nj\u00eb mjedis virtual. <\/p>\n<p>E vetmja e shkruar n\u00eb dokumente, komanda make python instalon paket\u00ebn globalisht n\u00eb sistem (e \u00e7uditshme, apo jo?).<\/p>\n<p>Megjithat\u00eb, pata fat: gjat\u00eb k\u00ebrkimeve inxhinierike me metod\u00ebn e majmun\u00ebve t\u00eb pafund, rast\u00ebsisht nisa komand\u00ebn make help, dhe m\u00eb u shfaq nj\u00eb list\u00eb e t\u00eb gjitha opsioneve t\u00eb nd\u00ebrtimit t\u00eb or-tools, p\u00ebrfshir\u00eb nj\u00eb mund\u00ebsi p\u00ebr t\u00eb nd\u00ebrtuar paket\u00ebn wheel. Kjo \u00ebsht\u00eb komanda make python_package, n\u00ebse nuk e dinit (do ta p\u00ebrs\u00ebris s\u00ebrish n\u00eb fund). Pra, k\u00ebshtu q\u00eb, ka ardhur koha p\u00ebr t\u00eb nd\u00ebrtuar dhe ekzekutuar?<\/p>\n<p><img decoding=\"async\" alt=\"Instalimi i or-tools me SCIP dhe GLPK n\u00eb nj\u00eb mjedis virtual Python 3.7 n\u00eb Linux\" src=\"\/wp-content\/uploads\/2020\/02\/5d00d11acb95cf881605a43ec9b5f86f.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<\/p>\n<h2>Po k\u00ebrkojm\u00eb problemin<\/h2>\n<p>\nNuk funksionon asgj\u00eb n\u00eb faz\u00ebn e nd\u00ebrtimit t\u00eb or-tools, ai ankohet p\u00ebr biblioteka t\u00eb k\u00ebqija GLPK.<\/p>\n<p><img decoding=\"async\" alt=\"Instalimi i or-tools me SCIP dhe GLPK n\u00eb nj\u00eb mjedis virtual Python 3.7 n\u00eb Linux\" src=\"\/wp-content\/uploads\/2020\/02\/5a16f5dc082a46ee5cbcafa637de006f.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nNd\u00ebrtimi me SCIP sipas parametreve nga dokumentacioni kalon me sukses, por or-tools ende refuzon t\u00eb punoj\u00eb n\u00eb momentin e importimit.<\/p>\n<p><img decoding=\"async\" alt=\"Instalimi i or-tools me SCIP dhe GLPK n\u00eb nj\u00eb mjedis virtual Python 3.7 n\u00eb Linux\" src=\"\/wp-content\/uploads\/2020\/02\/acd6917b68c320a9bee5e71875c1f035.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nNuk gjeti ndonj\u00eb zgjidhje p\u00ebr k\u00ebto probleme vet\u00eb, prandaj shkova n\u00eb GitHub te zhvilluesit p\u00ebr t\u00eb pyetur pse instalimi sipas udh\u00ebzimeve t\u00eb tyre jep gabime diku brenda kodit t\u00eb tyre.<\/p>\n<p><img decoding=\"async\" alt=\"Instalimi i or-tools me SCIP dhe GLPK n\u00eb nj\u00eb mjedis virtual Python 3.7 n\u00eb Linux\" src=\"\/wp-content\/uploads\/2020\/02\/997062c260ba5569bb755bbe757615bd.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Hmm, faleminderit p\u00ebr shpjegimet<br \/>\n<\/i><br \/>\nNd\u00ebrsa prisja p\u00ebrgjigje n\u00eb GitHub, po k\u00ebrkoja n\u00eb Internet, shpresoj p\u00ebr t\u00eb gjetur di\u00e7ka q\u00eb mund t\u00eb m\u00eb ndihmoj\u00eb. Dhe si\u00e7 nuk \u00ebsht\u00eb e \u00e7uditshme, e gjeta. Kjo ishte <noindex><a rel=\"nofollow\" href=\"http:\/\/or-tools.blogspot.com\/2017\/03\/linking-glpk-with-or-tools-on-unix.html\">blog<\/a><\/noindex> nga lideri i projektit, ku ai shkruante se si t\u00eb lidhej GLPK me or-tools. Dhe ky m\u00ebnyr\u00eb p\u00ebrfundimisht funksionoi! Tani, n\u00ebse nd\u00ebrtojm\u00eb gjith\u00e7ka pa SCIP, por me GLPK, at\u00ebher\u00eb me k\u00ebt\u00eb madje mund t\u00eb punojm\u00eb. Nj\u00eb p\u00ebrparim tashm\u00eb.<\/p>\n<p>Megjithat\u00eb, lideri i ekipit or-tools nuk e rekomandoi p\u00ebrdorimin e GLPK, duke th\u00ebn\u00eb se rezultatet nuk ishin t\u00eb shk\u00eblqyera, dhe gjithashtu d\u00ebshirojm\u00eb t\u00eb mposhtim SCIP dhe ta b\u00ebjm\u00eb t\u00eb funksionoj\u00eb. Nj\u00eb fqinj <noindex><a rel=\"nofollow\" href=\"http:\/\/or-tools.blogspot.com\/2017\/03\/changing-way-we-link-with-scip.html\">post<\/a><\/noindex> n\u00eb blog m\u00eb nxori n\u00eb mendje se paketa e Google funksionon me versione t\u00eb caktuara. Shikojm\u00eb <noindex><a rel=\"nofollow\" href=\"https:\/\/developers.google.com\/optimization\/support\/release_notes#support-for-scip-6.0.0\">list\u00ebn e ndryshimeve t\u00eb l\u00ebshimeve<\/a><\/noindex> dhe shohim nj\u00eb tregues t\u00eb qart\u00eb t\u00eb versionit 6.0.0. Edhe pse n\u00eb makefile \u00ebsht\u00eb e sh\u00ebnuar versioni 6.0.2, provoni t\u00eb instaloni nj\u00eb version m\u00eb t\u00eb vjet\u00ebr dhe voil\u00e0!<\/p>\n<p>Dhe tani nj\u00eb her\u00eb tjet\u00ebr nj\u00eb sekuenc\u00eb e pun\u00ebs.<br \/>\n<noindex><a rel=\"nofollow\" name=\"guide\"><\/a><\/noindex><\/p>\n<h2>Sekuenca e instalimit<\/h2>\n<p><\/p>\n<ol>\n<li>Shkarkoni arkivin SCIP, duke u siguruar q\u00eb <noindex><a rel=\"nofollow\" href=\"https:\/\/developers.google.com\/optimization\/support\/release_notes\">k\u00ebtu<\/a><\/noindex> \u00ebsht\u00eb e sh\u00ebnuar qart\u00eb mb\u00ebshtetje p\u00ebr at\u00eb version q\u00eb po shkarkoni (n\u00eb rastin tim <noindex><a rel=\"nofollow\" href=\"https:\/\/developers.google.com\/optimization\/support\/release_notes#support-for-scip-6.0.0\">developers.google.com\/optimization\/support\/release_notes#support-for-scip-6.0.0<\/a><\/noindex>) dhe shp\u00ebrndajeni.<\/li>\n<li>Shkarkoni GLPK (n\u00eb momentin e postit versioni i fundit ishte 4.65) dhe shp\u00ebrndajeni.<\/li>\n<li>Instaloni SCIP me komand\u00ebn\n<pre><code class=\"bash\">make GMP=false READLINE=false TPI=tny ZIMPL=false scipoptlib install INSTALLDIR=\/scipoptsuite-6.0.0\n<\/code><\/pre>\n<\/li>\n<li>Instaloni GLPK me komand\u00ebn:\n<pre><code class=\"bash\">.\/configure --prefix= --with-pic --enable-shared\nmake\nmake install\n<\/code><\/pre>\n<\/li>\n<li>Shkarkoni OR-Tools nga GitHub\n<pre><code class=\"bash\">git clone https:\/\/github.com\/google\/or-tools<\/code><\/pre>\n<\/li>\n<li>Instaloni OR-Tools me komandat:\n<pre><code class=\"bash\">make third_party\nmake python_package\n<\/code><\/pre>\n<p>\nN\u00ebse komandat e fundit nuk funksionojn\u00eb, instaloni wheel me komand\u00ebn:<\/p>\n<pre><code class=\"bash\">pip install wheel<\/code><\/pre>\n<\/li>\n<li>Aktivizoni mjedisin virtual, shkoni n\u00eb dosjen me paket\u00ebn Python dhe instaloni prej aty.\n<p>N\u00ebse d\u00ebshironi t\u00eb instaloni gjithashtu globalisht p\u00ebr t\u00eb gjith\u00eb sistemin, n\u00eb vend t\u00eb:<\/p>\n<pre><code class=\"bash\">make python_package<\/code><\/pre>\n<p>\nekzekuto komand\u00ebn:<\/p>\n<pre><code class=\"bash\">make python\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<p>Burimi: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/488346\/\">habr.com<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0420\u0435\u0448\u0438\u043b \u044f \u043f\u043e\u0443\u0447\u0430\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c \u0432 \u0441\u043e\u0440\u0435\u0432\u043d\u043e\u0432\u0430\u043d\u0438\u0438 \u0438 \u043f\u043e\u043d\u0430\u0434\u043e\u0431\u0438\u043b\u043e\u0441\u044c \u0434\u043b\u044f \u043d\u0435\u0433\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u043f\u0430\u043a\u0435\u0442\u044b \u0434\u043b\u044f \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0437\u0430\u0434\u0430\u0447 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u0438. \u0412\u044b\u0431\u0440\u0430\u043b \u0433\u0443\u0433\u043b\u043e\u0432\u0441\u043a\u0438\u0439 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 or-tools, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u0438\u0437 \u0441\u0435\u0431\u044f \u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441 \u0434\u043b\u044f \u0440\u0430\u0437\u043d\u044b\u0445 \u0440\u0435\u0448\u0430\u0442\u0435\u043b\u0435\u0439 (\u0438\u043b\u0438 \u0440\u0435\u0448\u0430\u043b? solver\u043e\u0432?). \u041e\u043d \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442 \u0432 \u0441\u0435\u0431\u0435 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u0438, \u043d\u043e \u0441\u043e\u0437\u0434\u0430\u0442\u0435\u043b\u044f\u043c\u0438 \u0437\u0430\u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u0432\u043d\u0435\u0448\u043d\u0438\u0445 \u043f\u0430\u043a\u0435\u0442\u043e\u043c, \u0432 \u0442\u043e\u043c \u0447\u0438\u0441\u043b\u0435 \u043a\u043e\u043c\u043c\u0435\u0440\u0447\u0435\u0441\u043a\u0438\u0445 Gurobi \u0438 CPLEX. \u041e\u0434\u043d\u0430\u043a\u043e \u043b\u044e\u0434\u0438 \u043c\u044b \u043d\u0435\u0431\u043e\u0433\u0430\u0442\u044b\u0435, [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":41871,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-41870","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.0.1 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