{"id":4637,"date":"2023-09-10T09:00:50","date_gmt":"2023-09-10T08:00:50","guid":{"rendered":"https:\/\/www.jeoljason.com\/2023\/09\/10\/extending-the-power-of-jason-part-2-external-command-processing-with-matlab-and-r\/"},"modified":"2024-01-09T10:58:19","modified_gmt":"2024-01-09T10:58:19","slug":"extending-the-power-of-jason-part-2-external-command-processing-with-matlab-and-r","status":"publish","type":"post","link":"https:\/\/www.jeoljason.com\/ja\/2023\/09\/10\/extending-the-power-of-jason-part-2-external-command-processing-with-matlab-and-r\/","title":{"rendered":"JASON\u306e\u30d1\u30ef\u30fc\u3092\u62e1\u5f35\u3059\u308b\uff08\u305d\u306e2\uff09 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python\u30b9\u30af\u30ea\u30d7\u30c8\u3068\u6982\u5ff5\u7684\u306b\u975e\u5e38\u306b\u4f3c\u3066\u3044\u307e\u3059\u3002MATLAB\u30d5\u30a1\u30a4\u30eb\u306f\u30c7\u30fc\u30bf\u306b\u9069\u7528\u3055\u308c\u308b\u95a2\u6570\u3092\u5b9f\u88c5\u3057\u3066\u3044\u307e\u3059\u3002MATLAB\u306f\u3059\u3067\u306binvert()\u3068\u547c\u3070\u308c\u308b\u95a2\u6570\u3092\u6301\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u8aa4\u3063\u3066\u9593\u9055\u3063\u305f\u95a2\u6570\u3092\u547c\u3073\u51fa\u3055\u306a\u3044\u3088\u3046\u306b\u3001\u3053\u306e\u95a2\u6570\u306b\u5225\u306e\u540d\u524d\u3001\u3053\u306e\u5834\u5408\u306finvertspec()\u3092\u4ed8\u3051\u307e\u3059\u3002h5read()\u95a2\u6570\u3068h5write()\u95a2\u6570\u306f\u3001HDF5\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u66f8\u304d\u3057\u307e\u3059\uff1a<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" class=\"alignnone size-full wp-image-3686\" src=\"https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_1.png?resize=518%2C388&#038;ssl=1\" alt=\"A MATLAB example for using the External command in JASON\" width=\"518\" height=\"388\" srcset=\"https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_1.png?resize=200%2C150&amp;ssl=1 200w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_1.png?resize=300%2C225&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_1.png?resize=400%2C300&amp;ssl=1 400w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_1.png?resize=500%2C375&amp;ssl=1 500w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_1.png?w=518&amp;ssl=1 518w\" sizes=\"(max-width: 518px) 100vw, 518px\" \/><\/p>\n<p>\u524d\u306e\u30d6\u30ed\u30b0\u8a18\u4e8b\u306epython\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u3088\u3046\u306b\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30b5\u30a4\u30ba\u3092\u5909\u66f4\u3057\u306a\u3044\u306e\u3067\u3001\u5143\u306e\u30c7\u30fc\u30bf\u3092\u5909\u66f4\u5f8c\u306e\u30c7\u30fc\u30bf\u306b\u7f6e\u304d\u63db\u3048\u308b\u3060\u3051\u3067\u3059\u3002<\/p>\n<p>JASON\u304b\u3089\u3053\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u547c\u3073\u51fa\u3059\u306e\u306f\u7c21\u5358\u3067\u3059\u3002\u5916\u90e8\u30b3\u30de\u30f3\u30c9\u306e\u51e6\u7406\u9805\u76ee\u3092\u51e6\u7406\u30ea\u30b9\u30c8\u306b\u8ffd\u52a0\u3057\u3001\u3044\u304f\u3064\u304b\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u8a2d\u5b9a\u3059\u308b\u3060\u3051\u3067\u3059\u3002MATLAB\u306e\u5834\u5408\u3001\u30b3\u30de\u30f3\u30c9\u306f\u5358\u306b &#8220;matlab &#8220;\u3067\u3001\u5f15\u6570\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\uff1a -nojvm -batch &#8220;invertspec(&#8216;$TMPFILE&#8217;)&#8221;&#8221;\u3067\u3059\u3002nojvm -batch\u30d5\u30e9\u30b0\u306f\u3001\u30e1\u30a4\u30f3MATLAB GUI\u306e\u8d77\u52d5\u3092\u505c\u6b62\u3057\u3001MATLAB\u30ab\u30fc\u30cd\u30eb\u306e\u307f\u3092\u4f7f\u7528\u3057\u3066\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u3067\u51e6\u7406\u304c\u884c\u308f\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u95a2\u6570\u306e\u5f15\u6570\u304cMATLAB\u306b\u6e21\u3055\u308c\u308b\u65b9\u6cd5\u306e\u305f\u3081\u3001JASON\u304c\u9001\u4fe1\u3057\u3088\u3046\u3068\u3059\u308b\u4e00\u6642\u30d5\u30a1\u30a4\u30eb\u306e\u540d\u524d\u3092\u660e\u793a\u7684\u306b\u6307\u5b9a\u3057\u3001\u6587\u5b57\u5217\u306e\u6700\u5f8c\u306b\u62ec\u5f27\u3092\u9589\u3058\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u3057\u304b\u3057\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4e0a\u306e\u7406\u7531\u304b\u3089\u3001\u3053\u306e\u30d5\u30a1\u30a4\u30eb\u540d\u306f\u51e6\u7406\u30ea\u30b9\u30c8\u304c\u5b9f\u884c\u3055\u308c\u308b\u305f\u3073\u306b\u30e9\u30f3\u30c0\u30e0\u306b\u751f\u6210\u3055\u308c\u307e\u3059\u3002\u3067\u306f\u3001\u3069\u3046\u3084\u3063\u3066\u3053\u308c\u3092\u5b9f\u73fe\u3059\u308b\u306e\u304b\uff1f\u3067\u3059\u304c\u3001JASON\u306b\u306f\u3001\u5916\u90e8\u30b3\u30de\u30f3\u30c9\u7528\u306b\u547c\u3073\u51fa\u3055\u308c\u308b\u7279\u5225\u306a\u5909\u6570\u304c\u3042\u308a\u3001JASON\u306f\u3053\u308c\u3092\u30e9\u30f3\u30c0\u30e0\u306b\u751f\u6210\u3055\u308c\u305f\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\u3002<\/p>\n<p>\u3053\u306eMATLAB\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u51e6\u7406\u30ea\u30b9\u30c8\u306b\u542b\u3081\u305f\u7d50\u679c\u306f\u3001\u524d\u306e\u30d6\u30ed\u30b0\u8a18\u4e8b\u306epython\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u4f7f\u3063\u305f\u7d50\u679c\u3068\u540c\u3058\u306b\u306a\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" class=\"alignnone size-full wp-image-3688\" src=\"https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_2.png?resize=1376%2C478&#038;ssl=1\" alt=\"An image of two spectra in the JEOL JASON NMR Software. The spectrum on the left is phased positively whilst the spectrum on the right is inverted\" width=\"1376\" height=\"478\" srcset=\"https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_2.png?resize=200%2C69&amp;ssl=1 200w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_2.png?resize=300%2C104&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_2.png?resize=400%2C139&amp;ssl=1 400w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_2.png?resize=500%2C174&amp;ssl=1 500w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_2.png?resize=600%2C208&amp;ssl=1 600w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_2.png?resize=700%2C243&amp;ssl=1 700w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_2.png?resize=768%2C267&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_2.png?resize=800%2C278&amp;ssl=1 800w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_2.png?resize=1024%2C356&amp;ssl=1 1024w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_2.png?resize=1200%2C417&amp;ssl=1 1200w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_2.png?w=1376&amp;ssl=1 1376w\" sizes=\"(max-width: 1376px) 100vw, 1376px\" \/><\/p>\n<p>R\u8a00\u8a9e\u306f\u4e00\u822c\u7684\u306a\u7d71\u8a08\u89e3\u6790\u306b\u975e\u5e38\u306b\u3088\u304f\u4f7f\u308f\u308c\u3066\u304a\u308a\u3001\u30e1\u30bf\u30dc\u30ed\u30df\u30af\u30b9\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3067\u3082\u591a\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u540c\u3058\u4f8b\u3092\u4eca\u5ea6\u306fR\u30b9\u30af\u30ea\u30d7\u30c8\u3068\u3057\u3066\u5b9f\u88c5\u3057\u307e\u3059\u3002HDF5\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u306b\u306f\u8ffd\u52a0\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u5fc5\u8981\u3067\u3001\u3053\u306e\u5834\u5408\u306frhdf5\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002rhdf5\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u306f\u3001R\u30d7\u30ed\u30f3\u30d7\u30c8\u3067install.packages(&#8220;BiocManager&#8221;)\u3068BiocManager::install(&#8220;rhdf5&#8221;)\u3092\u5b9f\u884c\u3059\u308c\u3070\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>R\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4e00\u822c\u7684\u306a\u30ec\u30a4\u30a2\u30a6\u30c8\u306f\u3001python\u3084MATLAB\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3068\u540c\u3058\u3067\u3059\u3002commandArgs() \u95a2\u6570\u3092\u4f7f\u3063\u3066\u30d5\u30a1\u30a4\u30eb\u540d\u3092\u53d6\u5f97\u3057\u3001rhdf5\u30e9\u30a4\u30d6\u30e9\u30ea\u306eh5read()\u95a2\u6570\u3068h5write() \u95a2\u6570\u3092\u4f7f\u3063\u3066\u3001python\u3084MATLAB\u306e\u4f8b\u3068\u540c\u3058\u64cd\u4f5c\u3092\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u884c\u3044\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" class=\"alignnone size-full wp-image-3690\" src=\"https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_3.png?resize=571%2C393&#038;ssl=1\" alt=\"An R example for using the External command in JASON\" width=\"571\" height=\"393\" srcset=\"https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_3.png?resize=200%2C138&amp;ssl=1 200w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_3.png?resize=300%2C206&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_3.png?resize=400%2C275&amp;ssl=1 400w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_3.png?resize=500%2C344&amp;ssl=1 500w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_3.png?w=571&amp;ssl=1 571w\" sizes=\"(max-width: 571px) 100vw, 571px\" \/><\/p>\n<p>\u3053\u306e\u5834\u5408\u3001JASON\u304b\u3089\u5b9f\u884c\u3057\u305f\u3044\u30b3\u30de\u30f3\u30c9\u306fRscript\u30b3\u30de\u30f3\u30c9\u3067\u3059\u3002\u3053\u308c\u306fR\u306elightweight\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30fb\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u4e00\u5207\u8d77\u52d5\u3057\u307e\u305b\u3093\u3002\u524d\u306e\u4f8b\u3067GUI\u3092\u8868\u793a\u3055\u305b\u306a\u3044\u305f\u3081\u306bMATLAB\u306b\u6e21\u3057\u305f\u5f15\u6570\u3068\u540c\u69d8\u306e\u6a5f\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" class=\"alignnone size-full wp-image-3692\" src=\"https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_4.png?resize=1376%2C478&#038;ssl=1\" alt=\"An image of two spectra in the JEOL JASON NMR Software. The spectrum on the left is phased positively whilst the spectrum on the right is inverted\" width=\"1376\" height=\"478\" srcset=\"https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_4.png?resize=200%2C69&amp;ssl=1 200w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_4.png?resize=300%2C104&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_4.png?resize=400%2C139&amp;ssl=1 400w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_4.png?resize=500%2C174&amp;ssl=1 500w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_4.png?resize=600%2C208&amp;ssl=1 600w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_4.png?resize=700%2C243&amp;ssl=1 700w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_4.png?resize=768%2C267&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_4.png?resize=800%2C278&amp;ssl=1 800w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_4.png?resize=1024%2C356&amp;ssl=1 1024w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_4.png?resize=1200%2C417&amp;ssl=1 1200w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/08\/External_command_2_4.png?w=1376&amp;ssl=1 1376w\" sizes=\"(max-width: 1376px) 100vw, 1376px\" \/><\/p>\n<p>MATLAB\u30b9\u30af\u30ea\u30d7\u30c8\u3068R\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u51fa\u529b\u306f\u3001\u524d\u56de\u306e\u8a18\u4e8b\u306epython\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u51fa\u529b\u3068\u540c\u3058\u3067\u3059\u3002\u7570\u306a\u308b\u8a00\u8a9e\u306e\u9593\u3067\u3001HDF5\u30d0\u30a4\u30f3\u30c7\u30a3\u30f3\u30b0\u306e\u30b5\u30dd\u30fc\u30c8\u65b9\u6cd5\u3084\u3001\u9ad8\u30ec\u30d9\u30eb\/\u30e6\u30fc\u30c6\u30a3\u30ea\u30c6\u30a3\u95a2\u6570\u3068HDF5\u30c7\u30fc\u30bf\u3078\u306e\u4f4e\u30ec\u30d9\u30eb\u306e\u30a2\u30af\u30bb\u30b9\u3068\u306e\u30d0\u30e9\u30f3\u30b9\u306e\u53d6\u308a\u65b9\u306a\u3069\u306b\u5fae\u5999\u306a\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u5916\u90e8\u51e6\u7406\u306b\u3069\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u4f7f\u3046\u304b\u306f\u554f\u984c\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3042\u306a\u305f\u306e\u304a\u597d\u304d\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306b\u304a\u3044\u3066\u5229\u7528\u53ef\u80fd\u306aHDF5\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u3042\u308b\u304b\u3092\u78ba\u8a8d\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\uff01<\/p>\n<p>\u30c7\u30fc\u30bf\u304c\u30b9\u30af\u30ea\u30d7\u30c8\u304b\u3089JASON\u306b\u623b\u3055\u308c\u308b\u3068\u3001\u6b8b\u308a\u306e\u51e6\u7406\u904e\u7a0b\u304c\u9069\u7528\u3055\u308c\u3001\u7d50\u679c\u304cCanvas\u306b\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u3067\u3001JASON\u3067\u53ef\u80fd\u306a\u901a\u5e38\u306e\u53ef\u8996\u5316\u3001\u5206\u6790\u64cd\u4f5c\u3092\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u30b7\u30ea\u30fc\u30ba\u306e\u6b21\u306e\u8a18\u4e8b\u3067\u306f\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u5916\u90e8\u30b3\u30de\u30f3\u30c9\u306e\u5b9f\u88c5\u6cd5\u3092\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u30d6\u30ed\u30b0\u3067\u4f7f\u7528\u3057\u305f\u30b9\u30af\u30ea\u30d7\u30c8\u306f\u3053\u3061\u3089(<a href=\"https:\/\/github.com\/ijday\/JASON-External_command\">https:\/\/github.com\/ijday\/JASON-External_command<\/a>)\u3067\u5165\u624b\u53ef\u80fd\u3067\u3059\u3002MATLAB\u7248\u3068R\u7248\u306einvert.py\u3068double.py\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u56de\u306e\u30d6\u30ed\u30b0\u3067\u306f\u3001J  [&#8230;]<\/p>\n","protected":false},"author":35,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[68,69],"tags":[101,72,102,103],"class_list":["post-4637","post","type-post","status-publish","format-standard","hentry","category-jason-ja","category-jeol-software-ja","tag-external-command-ja","tag-jason-ja","tag-matlab-ja","tag-r-ja"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.3 - 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