{"id":817,"date":"2022-12-12T00:38:44","date_gmt":"2022-12-11T16:38:44","guid":{"rendered":"https:\/\/program.snlcw.com\/?p=817"},"modified":"2024-09-14T09:58:04","modified_gmt":"2024-09-14T01:58:04","slug":"conda-%e7%ac%94%e8%ae%b0","status":"publish","type":"post","link":"https:\/\/program.snlcw.com\/817.html","title":{"rendered":"Conda\/Anaconda \u7b14\u8bb0"},"content":{"rendered":"\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/program.snlcw.com\/817.html\/#Conda_%E5%92%8C_Anaconda\" >Conda \u548c Anaconda<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/program.snlcw.com\/817.html\/#Anaconda_%E5%92%8C_Miniconda\" >Anaconda \u548c Miniconda<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/program.snlcw.com\/817.html\/#FAQ\" >FAQ<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/program.snlcw.com\/817.html\/#%E4%BD%BF%E7%94%A8_Anaconda_%E5%88%B6%E4%BD%9C%E7%9A%84%E9%95%9C%E5%83%8F%E5%90%AF%E5%8A%A8%E5%AE%B9%E5%99%A8%E5%90%8E%E5%88%87%E6%8D%A2%E7%8E%AF%E5%A2%83%E6%8A%A5%E9%94%99\" >\u4f7f\u7528 Anaconda \u5236\u4f5c\u7684\u955c\u50cf\u542f\u52a8\u5bb9\u5668\u540e\u5207\u6362\u73af\u5883\u62a5\u9519<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/program.snlcw.com\/817.html\/#%E4%BD%BF%E7%94%A8_Anaconda_%E5%88%B6%E4%BD%9C%E7%9A%84%E9%95%9C%E5%83%8F%E5%90%AF%E5%8A%A8%E5%AE%B9%E5%99%A8%E5%90%8E%E9%BB%98%E8%AE%A4%E7%8E%AF%E5%A2%83%E8%BF%98%E6%98%AF_base\" >\u4f7f\u7528 Anaconda \u5236\u4f5c\u7684\u955c\u50cf\u542f\u52a8\u5bb9\u5668\u540e\u9ed8\u8ba4\u73af\u5883\u8fd8\u662f base<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Conda_%E5%92%8C_Anaconda\"><\/span>Conda \u548c Anaconda<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Conda \u662f\u4e00\u4e2a\u72ec\u7acb\u7684\u5de5\u5177\uff0c\u53ef\u4ee5\u5355\u72ec\u5b89\u88c5\u4f7f\u7528\uff0c\u9002\u7528\u4e8e\u90a3\u4e9b\u53ea\u9700\u8981\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u5305\u7ba1\u7406\u5668\u548c\u73af\u5883\u7ba1\u7406\u5668\u7684\u7528\u6237\u3002<\/p>\n\n\n\n<p><strong>Anaconda<\/strong>\u00a0\u5219\u662f\u4e00\u4e2a\u5305\u542b\u4e86 Conda \u7684\u66f4\u5927\u89c4\u6a21\u7684\u6570\u636e\u79d1\u5b66\u5e73\u53f0\uff0c\u63d0\u4f9b\u4e86\u66f4\u591a\u7684\u5de5\u5177\u548c\u670d\u52a1\uff0c\u9002\u5408\u9700\u8981\u4e00\u4e2a\u5b8c\u6574\u89e3\u51b3\u65b9\u6848\u7684\u7528\u6237\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u60a8\u53ea\u9700\u8981\u4e00\u4e2a\u7b80\u5355\u7684\u5305\u7ba1\u7406\u5668\uff0cConda \u53ef\u80fd\u5c31\u8db3\u591f\u4e86\u3002\u5373\u4f7f\u60a8\u4e0d\u4f7f\u7528\u5b8c\u6574\u7684 Anaconda \u53d1\u884c\u7248\uff0c\u4e5f\u53ef\u4ee5\u5355\u72ec\u5b89\u88c5 Conda \u6765\u7ba1\u7406\u60a8\u7684\u73af\u5883\u548c\u5305\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Anaconda_%E5%92%8C_Miniconda\"><\/span>Anaconda \u548c Miniconda<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Anaconda \u662f\u4e00\u4e2a\u5305\u542b\u4e86\u8bb8\u591a\u5e38\u7528\u5e93\u7684\u96c6\u5408\u7248\u672c\uff0cMiniconda \u662f\u7cbe\u7b80\u7248\u672c\uff08\u53ea\u5305\u542bconda\u3001pip\u3001zlib\u3001python \u4ee5\u53ca\u5b83\u4eec\u6240\u9700\u7684\u5305\uff09\uff0c\u5269\u4f59\u7684\u901a\u8fc7 conda install command \u547d\u4ee4\u81ea\u884c\u5b89\u88c5\u5373\u53ef\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/docs.anaconda.com\/anaconda\/packages\/oldpkglists\/\" target=\"_blank\" rel=\"noreferrer noopener\">Anaconda \u5386\u53f2\u53d1\u5e03\u7248\u5217\u8868<\/a> | <a href=\"https:\/\/repo.anaconda.com\/archive\/\" target=\"_blank\" rel=\"noreferrer noopener\">Anaconda \u5404\u7248\u672c\u4e0b\u8f7d\u5730\u5740<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/repo.anaconda.com\/miniconda\/\" target=\"_blank\" rel=\"noreferrer noopener\">Miniconda \u5386\u53f2\u53d1\u5e03\u7248\u5217\u8868<\/a> | <a href=\"https:\/\/docs.conda.io\/projects\/miniconda\/en\/latest\/miniconda-other-installer-links.html\" target=\"_blank\" rel=\"noreferrer noopener\">Miniconda \u5404\u7248\u672c\u4e0b\u8f7d\u5730\u5740<\/a><\/p>\n\n\n\n<p>Anaconda \u7684\u5b89\u88c5\u4e0e\u5378\u8f7d\u6bd4\u8f83\u7b80\u5355\uff0c\u8bf7\u770b<a href=\"https:\/\/docs.conda.io\/projects\/conda\/en\/latest\/user-guide\/install\/linux.html\" target=\"_blank\" rel=\"noreferrer noopener\">\u5b98\u7f51\u6559\u7a0b<\/a>\uff0c\u88c5\u597d\u540e conda \u547d\u4ee4\u662f\u6ca1\u6709\u7684\uff0c\u5f97\u6267\u884c\u4e0b <code>source ~\/.bashrc<\/code> \u624d\u53ef\u4ee5\u7528\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u5728 Dockerfile \u6784\u5efa\u955c\u50cf\u65f6\u4f7f\u7528\u4e86 <code>conda init bash<\/code>\uff0c\u6267\u884c <code>conda activate xxx<\/code> \u6fc0\u6d3b\u65f6\u4f1a\u62a5\u9519\uff0c\u53ef\u4ee5\u5728\u955c\u50cf\u5b8c\u6210\u540e\u518d\u6fc0\u6d3b xxx\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># \u663e\u793a conda \u6e90\nconda config --show-sources\n\n# \u663e\u793a\u6240\u6709\u5df2\u5b89\u88c5\u7684\u5305\uff08\u5373\u9884\u88c5\u7684\uff09\nconda list\n\n# \u67e5\u770b\u5bfc\u5165\u7684\u73af\u5883\nconda env list\n# \u6fc0\u6d3b\u73af\u5883\nconda activate &lt;env name><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"FAQ\"><\/span>FAQ<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BD%BF%E7%94%A8_Anaconda_%E5%88%B6%E4%BD%9C%E7%9A%84%E9%95%9C%E5%83%8F%E5%90%AF%E5%8A%A8%E5%AE%B9%E5%99%A8%E5%90%8E%E5%88%87%E6%8D%A2%E7%8E%AF%E5%A2%83%E6%8A%A5%E9%94%99\"><\/span>\u4f7f\u7528 Anaconda \u5236\u4f5c\u7684\u955c\u50cf\u542f\u52a8\u5bb9\u5668\u540e\u5207\u6362\u73af\u5883\u62a5\u9519<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u4f7f\u7528 <code>docker run -it --rm b4f bash<\/code> \u8fdb\u5165\u5bb9\u5668\uff0cconda \u73af\u5883\u662f base\uff0c\u8f93\u5165 python \u56de\u8f66\uff0c\u53d1\u73b0\u4e0d\u662f\u5b89\u88c5\u7684\u90a3\u4e2a\u7248\u672c\uff0c\u6267\u884c pip list \u4e5f\u6ca1\u6709\u770b\u5230\u5b89\u88c5\u7684 torch\u3001torchvision \u7b49\u5e93\u3002\u5176\u5b9e\u8fd9\u4e9b\u90fd\u662f\u5728\u5236\u4f5c\u955c\u50cf\u65f6\u5b89\u88c5\u5230\u4e86 stargan-v2 \u73af\u5883\uff0c\u4f46\u4f7f\u7528\u547d\u4ee4 <code>conda activate stargan-v2<\/code> \u5207\u6362\u5230\u8fd9\u4e2a\u73af\u5883\u4e00\u76f4\u62a5\u9519\uff1a<code>CommandNotFoundError: Your shell has not been properly configured to use 'conda activate'<\/code>\u3002<\/p>\n\n\n\n<p>\uff081\uff09\u4e34\u65f6\u89e3\u51b3\u529e\u6cd5\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># \u8fdb\u5165\u5bb9\u5668\ndocker run -it --rm b4f bash\n# \u91cd\u65b0\u8fdb\u5165\u865a\u62df\u73af\u5883\nsource activate\n# \u9000\u51fa\u865a\u62df\u73af\u5883\nconda deactivate\n# \u63a5\u7740\u5207\u6362\u5c31\u6ca1\u95ee\u9898\u4e86\nconda activate stargan-v2\n# \u67e5\u770b\u5f53\u524d conda \u73af\u5883\nconda env list<\/pre>\n\n\n\n<p>\uff082\uff09\u6700\u7ec8\u89e3\u51b3\u529e\u6cd5\uff1a<\/p>\n\n\n\n<p>\u76f4\u63a5\u4fee\u6539 dockerfile \u6587\u4ef6\uff0c\u6dfb\u52a0\u542b\u6709 profile.d \u7684\u4e2d\u95f4\u4e24\u884c\uff0c\u8fd9\u6837\u5f53 docker run \u8fdb\u5165\u5bb9\u5668\u540e\u9ed8\u8ba4\u5c31\u662f stargan-v2 \u73af\u5883\u4e86\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"bash\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">RUN conda create -n stargan-v2 python=3.6.10 &amp;&amp;  \\\n    ln -s ${CONDA_HOME}\/etc\/profile.d\/conda.sh \/etc\/profile.d\/conda.sh &amp;&amp; \\\n    echo \". ${CONDA_HOME}\/etc\/profile.d\/conda.sh\" >> ~\/.bashrc &amp;&amp; \\\n    echo \"conda activate stargan-v2\" >> ~\/.bashrc<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BD%BF%E7%94%A8_Anaconda_%E5%88%B6%E4%BD%9C%E7%9A%84%E9%95%9C%E5%83%8F%E5%90%AF%E5%8A%A8%E5%AE%B9%E5%99%A8%E5%90%8E%E9%BB%98%E8%AE%A4%E7%8E%AF%E5%A2%83%E8%BF%98%E6%98%AF_base\"><\/span>\u4f7f\u7528 Anaconda \u5236\u4f5c\u7684\u955c\u50cf\u542f\u52a8\u5bb9\u5668\u540e\u9ed8\u8ba4\u73af\u5883\u8fd8\u662f base<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u4e0a\u9762\u95ee\u9898\u89e3\u51b3\u540e\uff0c\u53c8\u6765\u4e86\u65b0\u95ee\u9898\u3002\u82e5\u624b\u5de5\u7528 <code>docker run -it<\/code> \u547d\u4ee4\u8fdb\u5165\u5bb9\u5668\uff0c\u5f53\u524d\u9ed8\u8ba4\u73af\u5883\u786e\u5b9e\u662f\u6253\u955c\u50cf\u65f6\u7684 <code>myenv<\/code>\uff0c\u4f46\u5728 Dockerfile \u4e2d\u4f7f\u7528 <code>CMD ['python' 'main.py']<\/code> \u6216\u5728 <code>psp-service-compose.yml<\/code> \u4e2d\u4f7f\u7528 <code>command: python main.py<\/code> \u65f6\uff0c\u5f53\u524d conda \u73af\u5883\u5374\u8fd8\u662f base\uff08python 3.8\uff09\uff0c\u5b9e\u9645\u6211 Dockerfile \u4e2d\u7684\u73af\u5883\u662f myenv\uff08python 3.6\uff09\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"67\" src=\"https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/1-1024x67.png\" alt=\"\" class=\"wp-image-1633\" srcset=\"https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/1-1024x67.png 1024w, https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/1-300x20.png 300w, https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/1-768x51.png 768w, https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/1-660x43.png 660w, https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/1.png 1245w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u89e3\u51b3\u529e\u6cd5\uff1a<em>\u6dfb\u52a0\u547d\u4ee4\u624b\u5de5\u6fc0\u6d3b  <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-luminous-vivid-orange-color\">conda init bash &amp;&amp; . ~\/.bashrc &amp;&amp; conda activate myenv<\/mark><\/em>\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"yaml\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">services:\n  wang-psp-service:\n    image: psp:0.0.1\n    command: \/bin\/sh -c \"conda init bash &amp;&amp; . ~\/.bashrc  &amp;&amp; conda activate psp_env &amp;&amp; python custom_python\/main.py\"<\/pre>\n","protected":false},"excerpt":{"rendered":"<p>Conda \u548c Anaconda Conda \u662f\u4e00\u4e2a\u72ec\u7acb\u7684\u5de5\u5177\uff0c\u53ef\u4ee5\u5355\u72ec\u5b89\u88c5\u4f7f\u7528\uff0c\u9002\u7528\u4e8e\u90a3\u4e9b\u53ea\u9700\u8981\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u5305\u2026 <span class=\"read-more\"><a href=\"https:\/\/program.snlcw.com\/817.html\">Read More &raquo;<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[39],"tags":[],"class_list":["post-817","post","type-post","status-publish","format-standard","hentry","category-python"],"_links":{"self":[{"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/posts\/817","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/comments?post=817"}],"version-history":[{"count":0,"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/posts\/817\/revisions"}],"wp:attachment":[{"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/media?parent=817"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/categories?post=817"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/tags?post=817"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}