{"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 ambient virtual Python 3.7 n\u00eb Linux","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Vendosa 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 kishte nevoj\u00eb p\u00ebr t\u00eb p\u00ebrdorur paketa p\u00ebr t\u00eb zgjidhur problemet e 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 shprehin mb\u00ebshtetje p\u00ebr disa paketa t\u00eb jashtme, duke p\u00ebrfshir\u00eb Gurobi dhe CPLEX. Megjithat\u00eb, ne nuk jemi t\u00eb pasur dhe do t\u00eb p\u00ebrdorim SCIP dhe GLPK falas (nga nj\u00eb zhvillues vendas, p\u00ebr mendimin time). P\u00ebr habin\u00eb time, nuk gjet\u00ebm asnj\u00eb udh\u00ebzues se si ta b\u00ebjm\u00eb k\u00ebt\u00eb mrekulli t\u00eb funksionoj\u00eb n\u00eb nj\u00eb ambient virtual t\u00eb Python-it, n\u00eb hap\u00ebsirat tona dhe ato anglishtfol\u00ebse n\u00eb internet dhe duhej t\u00eb merremi pak me k\u00ebt\u00eb. 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 propozoj t\u00eb njihemi me grafomani t\u00eb dyshimt\u00eb t\u00eb cil\u00ebn shkruaj p\u00ebr p\u00ebrpjekjet e mia p\u00ebr t\u00eb instaluar softin e 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 ambient 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 depozit\u00ebn e Python-it, prandaj i instalojm\u00eb ato me pip.<\/p>\n<p>\u00c7do nj\u00ebri prej tyre ka nd\u00ebrfaqen e vet, dhe or-tools u zgjodh pik\u00ebrisht p\u00ebr t\u00eb provuar paketa t\u00eb ndryshme, pa pasur nevoj\u00eb p\u00ebr t\u00eb ripar\u00eb programin n\u00eb m\u00ebnyr\u00eb t\u00eb konsiderueshme, prandaj detyra \u00ebsht\u00eb q\u00eb or-tools t\u00eb lidh\u00eb k\u00ebta zgjidh\u00ebs dhe t\u00eb mund\u00ebsoj\u00eb q\u00eb ata t\u00eb kompakt\u00ebsohen. Dhe \u00e7far\u00eb mendoni? Or-tools i instaluar me pip nuk sheh zgjidh\u00ebsit e instaluar m\u00eb pip, dhe ata nuk e shohin at\u00eb (kush do ta kishte menduar). K\u00ebshtu q\u00eb, duhet t\u00eb shohim se \u00e7far\u00eb shkruhet n\u00eb <noindex><a rel=\"nofollow\" href=\"https:\/\/developers.google.com\/optimization\/install\/python\/source_linux\">dokumentacionin<\/a><\/noindex>.<br \/>\nDokumentet thon\u00eb se duhet t\u00eb nd\u00ebrtojm\u00eb nga burimi, p\u00ebr t\u00eb lidhur or-tools me paketat e jashtme. Provojm\u00eb t\u00eb nd\u00ebrtojm\u00eb, por nuk del asgj\u00eb, sepse zgjidh\u00ebsit e instaluar me pip nuk jan\u00eb t\u00eb duksh\u00ebm. <br \/>\nPrandaj, m\u00ebnyrat m\u00eb t\u00eb thjeshta p\u00ebr t\u00eb instaluar t\u00eb gjitha paketat me pip nuk funksionojn\u00eb, sepse or-tools nuk t\u00ebrheq zgjidh\u00ebsit, zgjidh\u00ebsit nuk instalojn\u00eb bibliotekat si\u00e7 do t\u00eb d\u00ebshironin or-tools, t\u00eb gjith\u00eb thyejn\u00eb gabimet n\u00eb ty, t\u00eb quajn\u00eb t\u00eb paditur dhe t\u00eb qeshin n\u00eb \u00e7do m\u00ebnyr\u00eb. <\/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\">dokumentet<\/a><\/noindex> thon\u00eb se duhet t\u00eb nd\u00ebrtojm\u00eb zgjidh\u00ebsit nga burimi, pasuar nga nd\u00ebrtimi i or-tools nga burimi. Th\u00ebn\u00eb dhe b\u00ebr\u00eb! Instalova SCIP, instalova GLPK, por u paraqit nj\u00eb pyetje q\u00eb nuk ishte p\u00ebrshkruar n\u00eb dokumentacion si ta vendos or-tools n\u00eb nj\u00eb ambient virtual. <\/p>\n<p>E vet\u00ebmi komand\u00eb e shkruar n\u00eb dokumente, make python, instalon paket\u00ebn globalisht n\u00eb sistem (e habitshme, apo jo?).<\/p>\n<p>Megjithat\u00eb, pata fat: gjat\u00eb k\u00ebrkimit inxhinieror me metod\u00ebn e majmun\u00ebve t\u00eb pafund, rast\u00ebsisht shkrova komand\u00ebn make help, dhe m\u00eb dha nj\u00eb list\u00eb t\u00eb t\u00eb gjitha opsioneve t\u00eb nd\u00ebrtimit p\u00ebr or-tools, n\u00eb mesin e t\u00eb cilave ishte mund\u00ebsia p\u00ebr t\u00eb nd\u00ebrtuar paket\u00ebn wheel. Kjo \u00ebsht\u00eb komand\u00eb make python_package, p\u00ebr t\u00eb qen\u00eb i qart\u00eb (do ta p\u00ebrs\u00ebris edhe nj\u00eb her\u00eb n\u00eb fund). Pra, \u00e7far\u00eb, \u00ebsht\u00eb 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 ambient 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>T\u00eb gjejm\u00eb problemin<\/h2>\n<p>\nNuk funksionon asgj\u00eb n\u00eb faz\u00ebn e nd\u00ebrtimit t\u00eb or-tools, ai ankohet p\u00ebr bibliotekat e k\u00ebqija GLPK.<\/p>\n<p><img decoding=\"async\" alt=\"Instalimi i or-tools me SCIP dhe GLPK n\u00eb nj\u00eb ambient 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 me parametra nga dokumentacioni kalon me sukses, por or-tools ende refuzon t\u00eb funksionoj\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 ambient 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 kam gjetur nj\u00eb zgjidhje vet\u00eb p\u00ebr k\u00ebto probleme, prandaj u drejtuam n\u00eb GitHub p\u00ebr t\u00eb pyetur zhvilluesit 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 ambient virtual Python 3.7 n\u00eb Linux\" src=\"\/wp-content\/uploads\/2020\/02\/997062c260ba5569bb755bbe757615bd.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Hmmm, faleminderit p\u00ebr sqarimet<br \/>\n<\/i><br \/>\nNd\u00ebrsa prisja nj\u00eb p\u00ebrgjigje n\u00eb GitHub, po k\u00ebrkoja n\u00eb internet, me shpres\u00ebn t\u00eb gjej di\u00e7ka q\u00eb mund t\u00eb m\u00eb ndihmoj\u00eb. Dhe si\u00e7 nuk \u00ebsht\u00eb e habitshme, e gjeta. Ishte <noindex><a rel=\"nofollow\" href=\"http:\/\/or-tools.blogspot.com\/2017\/03\/linking-glpk-with-or-tools-on-unix.html\">blog<\/a><\/noindex> team lideri i projektit, ku ai shkruante se si t\u00eb lidhte GLPK me or-tools. Dhe kjo metod\u00eb n\u00eb fund t\u00eb fundit funksionoi! Tani, n\u00ebse nd\u00ebrtojm\u00eb gjith\u00e7ka pa SCIP, por me GLPK, at\u00ebher\u00eb me k\u00ebt\u00eb \u00ebsht\u00eb e mundur t\u00eb punojm\u00eb. Ka progres.<\/p>\n<p>Megjithat\u00eb, lideri i ekipit t\u00eb or-tools nuk e k\u00ebshilloi p\u00ebrdorimin e GLPK, duke th\u00ebn\u00eb se rezultatet jan\u00eb jo t\u00eb mira, dhe gjithashtu d\u00ebshiroj t\u00eb fitoj mbi SCIP dhe ta b\u00ebj at\u00eb t\u00eb funksionoj\u00eb. Nj\u00eb informacion n\u00eb <noindex><a rel=\"nofollow\" href=\"http:\/\/or-tools.blogspot.com\/2017\/03\/changing-way-we-link-with-scip.html\">nj\u00eb postim<\/a><\/noindex> blog m\u00eb shtyu t\u00eb mendoj se paketa e Google funksionon me versione specifike. Le t\u00eb shohim <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 pranin\u00eb t\u00eb qart\u00eb t\u00eb versionit 6.0.0. Pavar\u00ebsisht se n\u00eb makefile \u00ebsht\u00eb e sh\u00ebnuar versioni 6.0.2, provon t\u00eb instalohet nj\u00eb version m\u00eb t\u00eb vjet\u00ebr dhe voil\u00e0!<\/p>\n<p>Tani p\u00ebrs\u00ebri, renditja e veprimeve q\u00eb funksionojn\u00eb.<br \/>\n<noindex><a rel=\"nofollow\" name=\"guide\"><\/a><\/noindex><\/p>\n<h2>Renditja e instalimit<\/h2>\n<p><\/p>\n<ol>\n<li>Shkarkoni arkiv\u00ebn 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 sh\u00ebnuar qart\u00eb mb\u00ebshtetje p\u00ebr at\u00eb version q\u00eb po e 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 shfryt\u00ebzoni.<\/li>\n<li>Shkarkoni GLPK (n\u00eb momentin e postimit versioni i fundit \u00ebsht\u00eb 4.65) dhe shfryt\u00ebzoni.<\/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 komanda e fundit nuk funksionon, instaloni wheel me komand\u00ebn:<\/p>\n<pre><code class=\"bash\">pip install wheel<\/code><\/pre>\n<\/li>\n<li>Aktivizoni mjedisin virtual, kaloni n\u00eb dosjen me paket\u00ebn Python dhe instaloni nga atje.\n<p>N\u00ebse duhet t\u00eb instaloni jo n\u00eb nj\u00eb mjedis virtual, por 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>\nekzekutoni 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 5.0.2 - aioseo.com -->\n\t<meta name=\"description\" content=\"\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 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