{"id":1614,"date":"2023-03-09T09:00:00","date_gmt":"2023-03-09T00:00:00","guid":{"rendered":"https:\/\/www.miracleave.co.jp\/contents\/?p=1614"},"modified":"2023-05-22T10:20:59","modified_gmt":"2023-05-22T01:20:59","slug":"post-1614","status":"publish","type":"post","link":"https:\/\/www.miracleave.co.jp\/contents\/1614\/post-1614\/","title":{"rendered":"Python\u306e&#8221;Streamlit&#8221;\u3067\u30a2\u30d7\u30ea\u3092\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u307e\u3067"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">\u306f\u3058\u3081\u306b<\/h2>\n\n\n\n<p>\u3053\u3093\u306b\u3061\u306f!<\/p>\n\n\n\n<p>\u305d\u308d\u305d\u308d\u30a8\u30f3\u30b8\u30cb\u30a22\u5e74\u76ee\u304c\u7d42\u308f\u308a\u30013\u5e74\u76ee\u3092\u8fce\u3048\u308b\u3053\u3068\u306b\u6050\u6016\u3057\u3066\u3044\u308b\u65b0\u57a3\u4fee\u4e00\u3067\u3059!<\/p>\n\n\n\n<p>\u4eca\u56de\u306fPythonWeb\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u4e00\u3064\u3067\u3042\u308bStreamlit\u3092\u4f7f\u7528\u3057\u3066\u3001\u30a2\u30d7\u30ea\u3092\u4f5c\u6210\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6700\u8fd1\u6280\u8853\u7cfb\u306e\u8a18\u4e8b\u3092\u898b\u308b\u3068\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u306e\u77e5\u8b58\u306a\u3057\u3067\u65e9\u304f\u30a2\u30d7\u30ea\u3092\u4f5c\u6210\u3067\u304d\u308bStreamlit\u3068\u3044\u3046\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u5b58\u5728\u3092\u77e5\u308a\u3001\u5c11\u3057\u89e6\u308c\u3066\u307f\u305f\u3044\u306a\u3068\u601d\u3044\u4eca\u56de\u306e\u8a18\u4e8b\u3092\u66f8\u304b\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Streamlit\u3068\u306f<\/h2>\n\n\n\n<p>Streamlit\u306f\u3001Streamlit\u793e\u304c\u958b\u767a\u3057\u305fPython\u306eWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002 <\/p>\n\n\n\n<p>Streamlit\u3092\u4f7f\u3046\u3068\u3001\u7c21\u5358\u306bWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002\u7d30\u304b\u3044\u8a2d\u5b9a\u3068\u304b\u306f\u884c\u3048\u306a\u3044\u3067\u3059\u304c\u3001HTML\u3084CSS\u3001JavaScript\u306e\u77e5\u8b58\u304c\u4e0d\u8981\u3067\u5168\u3066Python\u306e\u8a18\u8ff0\u3060\u3051\u3067\u5b8c\u7d50\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6700\u8fd1\u3060\u3068\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3084\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u7b49\u304c\u3001\u53ce\u96c6\u30fb\u751f\u6210\u3057\u305f\u30c7\u30fc\u30bf\u3092\u3055\u304f\u3063\u3068\u53ef\u8996\u5316\u3057\u3066\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u305f\u3081\u306b\u5229\u7528\u3057\u3066\u3044\u308b\u30b1\u30fc\u30b9\u304c\u591a\u3044\u305d\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/streamlit.io\/\">https:\/\/streamlit.io\/<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/docs.streamlit.io\/\">https:\/\/docs.streamlit.io\/<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5<\/h2>\n\n\n\n<p>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\u4e0b\u8a18\u30b3\u30de\u30f3\u30c9\u3092\u5165\u529b\u3059\u308c\u3070\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-plain\"><code>pip install streamlit<\/code><\/pre><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u4eca\u56de\u306e\u30b4\u30fc\u30eb<\/h2>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>import streamlit as st\nimport pandas as pd\nimport numpy as np\n\ntext = st.text_input(label=&#39;Message&#39;, value=&#39;Hello World!&#39;)\n\ntext2 = st.text_input(label=&#39;Message2&#39;, value=&#39; \u3053\u3093\u306b\u3061\u306f\u3000\u4e16\u754c&#39;)\n\ntext3 = st.text_input(label=&#39;Message3&#39;, value=&#39;Hello \u4e16\u754c!&#39;)\n\nst.sidebar.header(&#39;\u30b5\u30a4\u30c9\u30d0\u30fc&#39;)\nst.sidebar.write(text)\nst.sidebar.write(text2)\nst.sidebar.write(text3)\n\n\ndef main():\n    df2 = pd.DataFrame(\n        np.random.rand(20, 3),\n        columns=[&#39;a&#39;, &#39;b&#39;, &#39;c&#39;]\n    )\n\n    st.line_chart(df2)\n    st.area_chart(df2)\n    st.bar_chart(df2)\n\n\nif __name__ == &#39;__main__&#39;:\n    main()\n<\/code><\/pre><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"657\" src=\"https:\/\/www.miracleave.co.jp\/contents\/wp-content\/uploads\/2022\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-06-01-23.45.45-1024x657.png\" alt=\"\" class=\"wp-image-1619\" srcset=\"https:\/\/www.miracleave.co.jp\/contents\/wp-content\/uploads\/2022\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-06-01-23.45.45-1024x657.png 1024w, https:\/\/www.miracleave.co.jp\/contents\/wp-content\/uploads\/2022\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-06-01-23.45.45-300x193.png 300w, https:\/\/www.miracleave.co.jp\/contents\/wp-content\/uploads\/2022\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-06-01-23.45.45-768x493.png 768w, https:\/\/www.miracleave.co.jp\/contents\/wp-content\/uploads\/2022\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-06-01-23.45.45-1536x986.png 1536w, https:\/\/www.miracleave.co.jp\/contents\/wp-content\/uploads\/2022\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-06-01-23.45.45-2048x1314.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u30bd\u30fc\u30b9\u306e\u4e2d\u8eab\u306b\u3064\u3044\u3066<\/h2>\n\n\n\n<p>\u307e\u305a\u7b2c1\u30b9\u30c6\u30c3\u30d7\u3068\u3057\u3066\u30a2\u30d7\u30ea\u306e\u5185\u5bb9\u3092\u4efb\u610f\u306e\u30d5\u30a1\u30a4\u30eb\u540d\u306e.py\u30d5\u30a1\u30a4\u30eb\u306b\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u5f8c\u7b2c2\u30b9\u30c6\u30c3\u30d7\u3068\u3057\u3066\u30bf\u30fc\u30df\u30ca\u30eb\u306b\u3066\u3001\u4e0b\u8a18.py\u30d5\u30a9\u30eb\u30c0\u306e\u5834\u6240\u306b\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u6253\u3061\u8fbc\u3080\u3053\u3068\u3067\u3001\u30a2\u30d7\u30ea\u304c\u65e2\u5b9a\u306e\u30d6\u30e9\u30a6\u30b6\u3067\u7acb\u3061\u4e0a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>streamlit run \u30d5\u30a1\u30a4\u30eb\u540d.py<\/code><\/pre>\n\n\n\n\n\n\n\n<p>\u4e0b\u8a18\u30bd\u30fc\u30b9\u306f\u5de6\u306e\u30b5\u30a4\u30c9\u30fc\u3092\u8868\u793a\u3055\u305b\u308b\u306e\u3068\u5165\u529b\u3057\u305f\u6587\u5b57\u3092\u30b5\u30a4\u30c9\u30d0\u30fc\u306b\u8868\u793a\u3055\u305b\u308b\u30bd\u30fc\u30b9\u3067\u3059\u3002<br>\u5b9f\u969b\u306e\u753b\u9762\u306f\u4e0b\u8a18\u753b\u50cf\u3068\u306a\u308a\u307e\u3059\u3002\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306fvalue\u306e\u6587\u5b57\u3067\u3059\u304c\u3001\u6587\u5b57\u5165\u529b\u6b04\u3092\u4efb\u610f\u306e\u6587\u5b57\u306b\u5909\u3048\u308c\u3070\u52d5\u7684\u306b\u30b5\u30a4\u30c9\u30d0\u30fc\u306e\u6587\u5b57\u304c\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>text = st.text_input(label=&#39;Message&#39;, value=&#39;Hello World!&#39;)\n\ntext2 = st.text_input(label=&#39;Message2&#39;, value=&#39; \u3053\u3093\u306b\u3061\u306f\u3000\u4e16\u754c&#39;)\n\ntext3 = st.text_input(label=&#39;Message3&#39;, value=&#39;Hello \u4e16\u754c!&#39;)\n\nst.sidebar.header(&#39;\u30b5\u30a4\u30c9\u30d0\u30fc&#39;)\nst.sidebar.write(text)\nst.sidebar.write(text2)\nst.sidebar.write(text3)<\/code><\/pre><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"457\" height=\"180\" src=\"https:\/\/www.miracleave.co.jp\/contents\/wp-content\/uploads\/2022\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-06-02-092545.png\" alt=\"\" class=\"wp-image-1640\" srcset=\"https:\/\/www.miracleave.co.jp\/contents\/wp-content\/uploads\/2022\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-06-02-092545.png 457w, https:\/\/www.miracleave.co.jp\/contents\/wp-content\/uploads\/2022\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-06-02-092545-300x118.png 300w\" sizes=\"(max-width: 457px) 100vw, 457px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"796\" height=\"850\" src=\"https:\/\/www.miracleave.co.jp\/contents\/wp-content\/uploads\/2022\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-06-01-23.43.50.png\" alt=\"\" class=\"wp-image-1618\" srcset=\"https:\/\/www.miracleave.co.jp\/contents\/wp-content\/uploads\/2022\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-06-01-23.43.50.png 796w, https:\/\/www.miracleave.co.jp\/contents\/wp-content\/uploads\/2022\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-06-01-23.43.50-281x300.png 281w, https:\/\/www.miracleave.co.jp\/contents\/wp-content\/uploads\/2022\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-06-01-23.43.50-768x820.png 768w\" sizes=\"(max-width: 796px) 100vw, 796px\" \/><\/figure>\n\n\n\n\n\n\n\n<p>\u6b21\u306b\u6587\u5b57\u5165\u529b\u6b04\u306e\u4e0b\u306b\u3042\u308b\u4e09\u3064\u306e\u30b0\u30e9\u30d5\u3067\u3059\u3002<\/p>\n\n\n\n<p>np.random.rand\u3067\u30e9\u30f3\u30c0\u30e0\u306a\u6570\u5b57\u3092\u53d6\u308a\u51fa\u3057\u3066\u304f\u308c\u307e\u3059\u3002\u305d\u3057\u3066()\u306e\u4e2d\u8eab\u3067\u3059\u304c\u3053\u3053\u3067\u306f\u4f8b\u3068\u3057\u306620\u30683\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u4e00\u3064\u76ee\u306e20\u304c\u30b0\u30e9\u30d5\u306ex\u8ef8\u306e\u6700\u9ad8\u5024\u3068\u306a\u308a\u307e\u3059\u3002\u4e8c\u3064\u76ee\u306e3\u304c\u30b0\u30e9\u30d5\u8868\u793a\u3055\u308c\u308b\u30c7\u30fc\u30bf\u306e\u6570\u3067\u3059\u3002\u305d\u3057\u3066columns=[&#8216;a&#8217;, &#8216;b&#8217;, &#8216;c&#8217;]\u3067\u8868\u793a\u3057\u305f\u3044\u30c7\u30fc\u30bf\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u6700\u5f8c\u306bline\u30fbarea\u30fbbar\u3067\u5404\u30b0\u30e9\u30d5\u3092\u8868\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>def main():\n    df2 = pd.DataFrame(\n        np.random.rand(20, 3),\n        columns=[&#39;a&#39;, &#39;b&#39;, &#39;c&#39;]\n    )\n\n    st.line_chart(df2)\n    st.area_chart(df2)\n    st.bar_chart(df2)\n\n\nif __name__ == &#39;__main__&#39;:\n    main()\n<\/code><\/pre><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"496\" height=\"587\" src=\"https:\/\/www.miracleave.co.jp\/contents\/wp-content\/uploads\/2022\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-06-02-083827.png\" alt=\"\" class=\"wp-image-1632\" srcset=\"https:\/\/www.miracleave.co.jp\/contents\/wp-content\/uploads\/2022\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-06-02-083827.png 496w, https:\/\/www.miracleave.co.jp\/contents\/wp-content\/uploads\/2022\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-06-02-083827-253x300.png 253w\" sizes=\"(max-width: 496px) 100vw, 496px\" \/><\/figure>\n\n\n\n<p>\u5b9f\u88c5\u3059\u308b\u6a5f\u80fd\u3068\u3057\u3066\u306f\u3001\u7c21\u6613\u7684\u3067\u3042\u307e\u308a\u610f\u5473\u304c\u306a\u3044\u3082\u306e\u3067\u3059\u304c\u30c7\u30fc\u30bf\u3092\u6301\u3063\u3066\u3044\u304d\u30b0\u30e9\u30d5\u3092\u51fa\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u4e0a\u8a18\u4ee5\u5916\u3067\u5730\u56f3\u3092\u8868\u793a\u3057\u305f\u308a\u8868\u3092\u8868\u793a\u3057\u305f\u308a\u3059\u308b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u306e\u6280\u8853\u3092\u4f7f\u7528\u3057\u306a\u3044\u5206\u81ea\u7531\u5ea6\u306f\u4e0b\u304c\u308a\u307e\u3059\u304c\u3001\u7c21\u5358\u306a\u30a2\u30d7\u30ea\u3067\u3042\u308c\u3070\u30b5\u30af\u30c3\u3068\u4f5c\u308c\u307e\u3059\u3002\u4ed6\u306e\u6a5f\u80fd\u3092\u642d\u8f09\u3057\u305f\u3044\u8868\u793a\u3057\u305f\u3044\u306a\u3069\u3042\u308c\u3070\u8abf\u3079\u3066\u307f\u308b\u3068\u826f\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30c7\u30d7\u30ed\u30a4\u3057\u3066\u307f\u308b<\/h2>\n\n\n\n<p>1\uff0eStreamlit Cloud\u306b\u30b5\u30a4\u30f3\u30a4\u30f3\u3059\u308b\u305f\u3081\u306b\u4ee5\u4e0b\u306e\u30ea\u30f3\u30af\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br><a href=\"https:\/\/share.streamlit.io\/signup\">https:\/\/share.streamlit.io\/signup<\/a><\/p>\n\n\n\n<p>\u4e0b\u8a18\u30da\u30fc\u30b8\u304c\u958b\u3044\u305f\u3089\u3001Google\u30a2\u30ab\u30a6\u30f3\u30c8\u3001Github\u30a2\u30ab\u30a6\u30f3\u30c8\u3001\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u306e\u3044\u305a\u308c\u304b\u3092\u5229\u7528\u3057\u3066\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"841\" height=\"1024\" src=\"https:\/\/www.miracleave.co.jp\/contents\/wp-content\/uploads\/2022\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-06-02-0.13.18-841x1024.png\" 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