{"id":45836,"date":"2022-12-18T09:46:25","date_gmt":"2023-07-23T03:03:57","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/45836-2\/"},"modified":"2024-04-29T05:49:33","modified_gmt":"2024-04-28T21:49:33","slug":"45836-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/45836-2\/","title":{"rendered":""},"content":{"rendered":"

matplotlib \u3092\u4f7f\u3063\u3066\uff0c\u8907\u6570\u306e subplot \u3092\u542b\u3080 figure \u306e\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u3092\u751f\u6210\u3059\u308b\uff0e<\/p>\n

\u30b3\u30fc\u30c9<\/h2>\n
#show animations inline (jupyter notebook)\r\n<\/span>%<\/span>matplotlib<\/span> nbagg<\/span>\r\n\r\n#import packages\r\n<\/span>import<\/span> matplotlib.pyplot<\/span> as<\/span> plt<\/span>\r\nfrom<\/span> matplotlib.animation<\/span> import<\/span> ArtistAnimation<\/span>\r\nimport<\/span> numpy<\/span> as<\/span> np<\/span>\r\n\r\nfig<\/span>,<\/span> ((<\/span>ax1<\/span>,<\/span> ax2<\/span>)<\/span> ,(<\/span>ax3<\/span>,<\/span> ax4<\/span>))<\/span>=<\/span> plt<\/span>.<\/span>subplots<\/span>(<\/span>2<\/span>,<\/span>2<\/span>,<\/span>figsize<\/span>=<\/span>(<\/span>10<\/span>,<\/span>10<\/span>))<\/span>\r\n\r\nfig<\/span>.<\/span>suptitle<\/span>(<\/span>\"<\/span>animation test<\/span>\"<\/span>)<\/span>\r\nax1<\/span>.<\/span>set_title<\/span>(<\/span>'<\/span>random1<\/span>'<\/span>)<\/span>\r\nax2<\/span>.<\/span>set_title<\/span>(<\/span>'<\/span>random2<\/span>'<\/span>)<\/span>\r\nax3<\/span>.<\/span>set_title<\/span>(<\/span>'<\/span>index<\/span>'<\/span>)<\/span>\r\nax4<\/span>.<\/span>set_title<\/span>(<\/span>'<\/span>text<\/span>'<\/span>)<\/span>\r\nax4<\/span>.<\/span>axis<\/span>(<\/span>'<\/span>off<\/span>'<\/span>)<\/span>\r\n\r\nartists<\/span> =<\/span> []<\/span>\r\n\r\nx<\/span> =<\/span> np<\/span>.<\/span>arange<\/span>(<\/span>10<\/span>)<\/span>\r\nfor<\/span> i<\/span> in<\/span> range<\/span>(<\/span>10<\/span>):<\/span>\r\n    y<\/span> =<\/span> np<\/span>.<\/span>random<\/span>.<\/span>rand<\/span>(<\/span>10<\/span>)<\/span>\r\n    im1<\/span> =<\/span> ax1<\/span>.<\/span>plot<\/span>(<\/span>x<\/span>,<\/span> y<\/span>,<\/span> color<\/span>=<\/span>'<\/span>b<\/span>'<\/span>)<\/span>#artist list\r\n<\/span>    im2<\/span> =<\/span> ax2<\/span>.<\/span>plot<\/span>(<\/span>y<\/span>,<\/span> x<\/span>,<\/span> color<\/span>=<\/span>'<\/span>b<\/span>'<\/span>)<\/span>#artist list\r\n<\/span>    im3<\/span> =<\/span> [<\/span>ax3<\/span>.<\/span>hlines<\/span>(<\/span>y<\/span>=<\/span>i<\/span>,<\/span>xmin<\/span> =<\/span> 0<\/span>,<\/span> xmax<\/span> =<\/span> 1<\/span>,<\/span> color<\/span>=<\/span>'<\/span>b<\/span>'<\/span>)]<\/span> #artist -> artist list using []\r\n<\/span>    im4<\/span> =<\/span> [<\/span>ax4<\/span>.<\/span>text<\/span>(<\/span>0<\/span>,<\/span>0<\/span>,<\/span>str<\/span>(<\/span>i<\/span>)<\/span>+<\/span>\"<\/span>\\n<\/span>text1<\/span>\\n<\/span>text2<\/span>\\n<\/span>$y=ax+b$<\/span>\\n<\/span>$\\sum_{k=1}^n k$<\/span>\\n<\/span>$\\pi$<\/span>\\n<\/span>a<\/span>\\n<\/span>a<\/span>\\n<\/span>\"<\/span>)]<\/span> #artist -> artist list using []\r\n<\/span>    artists<\/span>.<\/span>append<\/span>(<\/span>im1<\/span>+<\/span>im2<\/span>+<\/span>im3<\/span>+<\/span>im4<\/span>)<\/span> #sum of subplots images = fig image\r\n<\/span>    \r\nanim<\/span> =<\/span> ArtistAnimation<\/span>(<\/span>fig<\/span>,<\/span> artists<\/span>,<\/span> interval<\/span>=<\/span>1000<\/span>)<\/span>\r\n\r\nanim<\/span>.<\/span>save<\/span>(<\/span>'<\/span>anim.gif<\/span>'<\/span>,<\/span> writer<\/span>=<\/span>'<\/span>imagemagick<\/span>'<\/span>,<\/span> fps<\/span>=<\/span>4<\/span>)<\/span>\r\nanim<\/span>.<\/span>save<\/span>(<\/span>'<\/span>anim.mp4<\/span>'<\/span>,<\/span> writer<\/span>=<\/span>'<\/span>ffmpeg<\/span>'<\/span>,<\/span> fps<\/span>=<\/span>4<\/span>)<\/span>\r\n\r\nfig<\/span>.<\/span>show<\/span>()<\/span>\r\n<\/code><\/pre>\n
\u751f\u6210\u3057\u305f\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3<\/h2>\n
\"anim.gif\"<\/div>\n
\u8aac\u660e<\/h2>\n
\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u306e\u8868\u793a\u8a2d\u5b9a<\/h3>\n
%<\/span>matplotlib<\/span> nbagg<\/span>\r\n<\/code><\/pre>\n
Jupyter notebook \u4e0a\u3067\u3042\u308c\u3070\uff0c\u3053\u308c\u3092\u8a18\u8ff0\u3057\u3066\u304a\u3051\u3070\u9762\u5012\u306a\u8a2d\u5b9a\u3092\u3057\u306a\u304f\u3066\u3082\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u3092\u30a4\u30f3\u30e9\u30a4\u30f3\u8868\u793a\u3067\u304d\u308b\uff0e<\/p>\n
\u30d7\u30ed\u30c3\u30c8\u30a8\u30ea\u30a2\u306e\u8a2d\u5b9a<\/h3>\n
fig<\/span>,<\/span> ((<\/span>ax1<\/span>,<\/span> ax2<\/span>)<\/span> ,(<\/span>ax3<\/span>,<\/span> ax4<\/span>))<\/span>=<\/span> plt<\/span>.<\/span>subplots<\/span>(<\/span>2<\/span>,<\/span>2<\/span>,<\/span>figsize<\/span>=<\/span>(<\/span>10<\/span>,<\/span>10<\/span>))<\/span>\r\n<\/code><\/pre>\n
\u56f3\uff08fig\uff09\u4e0b\u306b subglaph\uff08ax1~4\uff09\u3092\u914d\u7f6e\uff0e<\/p>\n
fig
\n\u2523\u2501 ax1
\n\u2523\u2501 ax2
\n\u2523\u2501 ax3
\n\u2517\u2501 ax4<\/p>\n
\u4ee5\u4e0b\u3067\u3082\u540c\u69d8\uff0e<\/p>\n
fig<\/span> =<\/span> plt<\/span>.<\/span>figure<\/span>(<\/span>figsize<\/span>=<\/span>(<\/span>10<\/span>,<\/span>10<\/span>))<\/span>\r\nax1<\/span> =<\/span> fig<\/span>.<\/span>add_subplot<\/span>(<\/span>221<\/span>)<\/span>\r\nax2<\/span> =<\/span> fig<\/span>.<\/span>add_subplot<\/span>(<\/span>222<\/span>)<\/span>\r\nax3<\/span> =<\/span> fig<\/span>.<\/span>add_subplot<\/span>(<\/span>223<\/span>)<\/span>\r\nax4<\/span> =<\/span> fig<\/span>.<\/span>add_subplot<\/span>(<\/span>224<\/span>)<\/span>\r\n<\/code><\/pre>\n
\u30bf\u30a4\u30c8\u30eb\u3084\u30e9\u30d9\u30eb\u306e\u8a2d\u5b9a<\/h3>\n
fig<\/span>.<\/span>suptitle<\/span>(<\/span>\"<\/span>animation test<\/span>\"<\/span>)<\/span>\r\nax1<\/span>.<\/span>set_title<\/span>(<\/span>'<\/span>random1<\/span>'<\/span>)<\/span>\r\nax2<\/span>.<\/span>set_title<\/span>(<\/span>'<\/span>random2<\/span>'<\/span>)<\/span>\r\nax3<\/span>.<\/span>set_title<\/span>(<\/span>'<\/span>index<\/span>'<\/span>)<\/span>\r\nax4<\/span>.<\/span>set_title<\/span>(<\/span>'<\/span>text<\/span>'<\/span>)<\/span>\r\nax4<\/span>.<\/span>axis<\/span>(<\/span>'<\/span>off<\/span>'<\/span>)<\/span>\r\n<\/code><\/pre>\n
\u5024\u3092\u30d7\u30ed\u30c3\u30c8\u3059\u308b\u524d\u306b\uff0c\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u3067\u66f4\u65b0\u3055\u308c\u306a\u3044\u30bf\u30a4\u30c8\u30eb\u3084\u30e9\u30d9\u30eb\u306e\u8a2d\u5b9a\u3092\u3057\u3066\u304a\u304f\uff0e<\/p>\n
\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u306e\u30b3\u30de\u306e\u30ea\u30b9\u30c8\u3092\u4f5c\u6210<\/h3>\n
    \n
  • \n
      \u30a4\u30e1\u30fc\u30b81: artists = [\u30b3\u30de,\u30b3\u30de,…,\u30b3\u30de]<\/ul>\n<\/li>\n<\/ul>\n
      \u30a4\u30e1\u30fc\u30b82: artists = [[artist],[artist],…,[artist]]<\/p>\n
      \u30a4\u30e1\u30fc\u30b83: artists = [image,image,…,image]<\/p>\n
      artists<\/span> =<\/span> []<\/span>\r\n\r\nx<\/span> =<\/span> np<\/span>.<\/span>arange<\/span>(<\/span>10<\/span>)<\/span>\r\nfor<\/span> i<\/span> in<\/span> range<\/span>(<\/span>10<\/span>):<\/span>\r\n    y<\/span> =<\/span> np<\/span>.<\/span>random<\/span>.<\/span>rand<\/span>(<\/span>10<\/span>)<\/span>\r\n    im1<\/span> =<\/span> ax1<\/span>.<\/span>plot<\/span>(<\/span>x<\/span>,<\/span> y<\/span>,<\/span> color<\/span>=<\/span>'<\/span>b<\/span>'<\/span>)<\/span>#artist list\r\n<\/span>    im2<\/span> =<\/span> ax2<\/span>.<\/span>plot<\/span>(<\/span>y<\/span>,<\/span> x<\/span>,<\/span> color<\/span>=<\/span>'<\/span>b<\/span>'<\/span>)<\/span>#artist list\r\n<\/span>    im3<\/span> =<\/span> [<\/span>ax3<\/span>.<\/span>hlines<\/span>(<\/span>y<\/span>=<\/span>i<\/span>,<\/span>xmin<\/span> =<\/span> 0<\/span>,<\/span> xmax<\/span> =<\/span> 1<\/span>,<\/span> color<\/span>=<\/span>'<\/span>b<\/span>'<\/span>)]<\/span> #artist -> artist list using []\r\n<\/span>    im4<\/span> =<\/span> [<\/span>plt<\/span>.<\/span>text<\/span>(<\/span>0<\/span>,<\/span>0<\/span>,<\/span>str<\/span>(<\/span>i<\/span>)<\/span>+<\/span>\"<\/span>\\n<\/span>text1<\/span>\\n<\/span>text2<\/span>\\n<\/span>$y=ax+b$<\/span>\\n<\/span>$\\sum_{k=1}^n k$<\/span>\\n<\/span>$\\pi$<\/span>\\n<\/span>a<\/span>\\n<\/span>a<\/span>\\n<\/span>\"<\/span>)]<\/span> #artist -> artist list using []\r\n<\/span>    artists<\/span>.<\/span>append<\/span>(<\/span>im1<\/span>+<\/span>im2<\/span>+<\/span>im3<\/span>+<\/span>im4<\/span>)<\/span> #sum of subplots images = fig image\r\n<\/span><\/code><\/pre>\n
      plot \u6642\u306e\u623b\u308a\u5024\u304c artist \u306a\u306e\u304b\uff0c artist list \u306a\u306e\u304b\u3067\uff0c[] \u3067\u56f2\u3080\u5fc5\u8981\u304c\u3042\u3063\u305f\u308a\u306a\u304b\u3063\u305f\u308a\u3059\u308b\u306e\u3067\u6ce8\u610f\uff0e<\/p>\n
      [] \u304c\u4e0d\u8981\u306a\u3082\u306e\u306e\u4f8b:<\/p>\n
      plot<\/p>\n
      [] \u304c\u5fc5\u8981\u306a\u3082\u306e\u306e\u4f8b:<\/p>\n
      scatter
      \nhlines
      \ntext<\/p>\n
      \u5404 subgraph \u3092\u30d7\u30ed\u30c3\u30c8\u3059\u308b\u969b\u306e image \u3092 \u3059\u3079\u3066\u8db3\u3059\u3068\uff0cfig \u5168\u4f53\u306e image\uff08\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u306e 1 \u30b3\u30de\uff09\u306b\u306a\u308b\uff0e<\/p>\n
      \u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u306e\u751f\u6210<\/h3>\n
      anim<\/span> =<\/span> ArtistAnimation<\/span>(<\/span>fig<\/span>,<\/span> artists<\/span>,<\/span> interval<\/span>=<\/span>1000<\/span>)<\/span>\r\n<\/code><\/pre>\n
      \u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u306e\u4fdd\u5b58<\/h3>\n
      anim<\/span>.<\/span>save<\/span>(<\/span>'<\/span>anim.gif<\/span>'<\/span>,<\/span> writer<\/span>=<\/span>'<\/span>imagemagick<\/span>'<\/span>,<\/span> fps<\/span>=<\/span>4<\/span>)<\/span>\r\nanim<\/span>.<\/span>save<\/span>(<\/span>'<\/span>anim.mp4<\/span>'<\/span>,<\/span> writer<\/span>=<\/span>'<\/span>ffmpeg<\/span>'<\/span>,<\/span> fps<\/span>=<\/span>4<\/span>)<\/span>\r\n<\/code><\/pre>\n
      \u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u3092\u4fdd\u5b58\u3059\u308b\u305f\u3081\u306b\u306f\uff0c\u4e8b\u524d\u306b\u4e0b\u8a18\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308b\uff0e<\/p>\n
      gif \u3068\u3057\u3066\u4fdd\u5b58\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981:<\/p>\n
      brew install imagemagick\r\n<\/code><\/pre>\n
      mp4 \u3068\u3057\u3066\u4fdd\u5b58\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981:<\/p>\n
      brew install ffmpeg\r\n<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"
      matplotlib \u3092\u4f7f\u3063\u3066\uff0c\u8907\u6570\u306e subplot \u3092\u542b\u3080 figure \u306e\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u3092\u751f\u6210\u3059\u308b\uff0e \u30b3 […]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-45836","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n- Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/45836-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"matplotlib \u3092\u4f7f\u3063\u3066\uff0c\u8907\u6570\u306e subplot \u3092\u542b\u3080 figure \u306e\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u3092\u751f\u6210\u3059\u308b\uff0e \u30b3 […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/45836-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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