{"id":317,"date":"2020-03-16T13:08:55","date_gmt":"2020-03-16T04:08:55","guid":{"rendered":"https:\/\/weseek.co.jp\/tech\/?p=317"},"modified":"2023-04-17T10:29:20","modified_gmt":"2023-04-17T01:29:20","slug":"raspberry-pi%e3%81%a8%e6%b8%a9%e5%ba%a6%e3%83%bb%e6%b9%bf%e5%ba%a6%e3%83%bb%e6%b0%97%e5%9c%a7%e3%82%bb%e3%83%b3%e3%82%b5%e3%83%bc%e3%81%a8%e5%a4%a9%e6%b0%97%e4%ba%88%e5%a0%b1api%e3%81%a7%e3%83%9a","status":"publish","type":"post","link":"https:\/\/weseek.co.jp\/tech\/317\/","title":{"rendered":"Raspberry Pi\u3067\u6e29\u5ea6\u30fb\u6e7f\u5ea6\u30fb\u6c17\u5727\u30bb\u30f3\u30b5\u30fc\u3068\u5929\u6c17\u4e88\u5831API\u3067\u30da\u30c3\u30c8\u74b0\u5883\u3092\u898b\u5b88\u308b"},"content":{"rendered":"<p>\u3053\u3093\u306b\u3061\u306f\u3001 <a href=\"https:\/\/twitter.com\/Aqutam\">\u7530\u6751<\/a> \u3067\u3059\u3002<\/p>\n<p>\u6700\u8fd1\u3001\u77e5\u308a\u5408\u3044\u306e\u30a4\u30f3\u30b3\u90e8\u5c4b\u306bRaspberry Pi\u3068\u6e29\u5ea6\u30fb\u6e7f\u5ea6\u30fb\u6c17\u5727\u30bb\u30f3\u30b5\u30fc\u3092\u8a2d\u7f6e\u3057\u3001\u5929\u6c17\u4e88\u5831API\u3082\u4f7f\u7528\u3057\u3066\u3001\u304a\u7559\u5b88\u756a\u4e2d\u306e\u74b0\u5883\u3092\u78ba\u8a8d\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n<p><!--more--><\/p>\n\n<h2>\u52d5\u6a5f<\/h2>\n<p>\u30a4\u30f3\u30b3\u306f\u3082\u3068\u3082\u3068\u6696\u304b\u304f\u6e7f\u6c17\u306e\u3042\u308b\u5730\u57df\u306b\u751f\u606f\u3057\u3066\u304a\u308a\u3001\u5bd2\u3055\u306b\u5f31\u3044\u751f\u304d\u7269\u3067\u3059\u3002<br \/>\n\u65e5\u4e2d\u306b\u5bb6\u3092\u7a7a\u3051\u3066\u3044\u308b\u3068\u3001\u30a4\u30f3\u30b3\u90e8\u5c4b\u306e\u6e29\u5ea6\u30fb\u6e7f\u5ea6\u304c\u4fdd\u305f\u308c\u3066\u3044\u308b\u304b\u3001\u5fc3\u914d\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\n\u4ee5\u524d\u3001\u90e8\u5c4b\u306e\u6e29\u5ea6\u3092\u6570\u65e5\u4f4e\u304f\u3057\u3066\u3057\u307e\u3063\u305f\u3053\u3068\u3067\u3001\u30a4\u30f3\u30b3\u304c\u4f53\u8abf\u3092\u5d29\u3057\u3066\u3057\u307e\u3063\u305f\u3053\u3068\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u73fe\u5728\u306f\u3001\u5bb6\u96fb\u30e1\u30fc\u30ab\u30fc\u304b\u3089\u767a\u58f2\u3055\u308c\u3066\u3044\u308b\u30da\u30c3\u30c8\u30ab\u30e1\u30e9\u3092\u8a2d\u7f6e\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u3053\u308c\u306f\u5fae\u5999\u306b\u304b\u3086\u3044\u3068\u3053\u308d\u306b\u624b\u304c\u5c4a\u304b\u306a\u3044\u3068\u611f\u3058\u3066\u3044\u307e\u3057\u305f\u3002<br \/>\n\u30da\u30c3\u30c8\u30ab\u30e1\u30e9\u306b\u306f\u3001\u6a19\u6e96\u30ab\u30e1\u30e9\u3001\u8d64\u5916\u7dda\u30ab\u30e1\u30e9\u3001\u6e29\u5ea6\u30bb\u30f3\u30b5\u30fc\u3001\u52d5\u4f5c\u30bb\u30f3\u30b5\u30fc\u3001\u97f3\u30bb\u30f3\u30b5\u30fc\u304c\u642d\u8f09\u3055\u308c\u3066\u3044f\u307e\u3059\u3002<\/p>\n<p>\u6a19\u6e96\u30ab\u30e1\u30e9\u3001\u8d64\u5916\u7dda\u30ab\u30e1\u30e9\u306f\u3001\u5916\u51fa\u5148\u3067\u3082\u69d8\u5b50\u304c\u898b\u3089\u308c\u308b\u305f\u3081\u3001\u975e\u5e38\u306b\u4fbf\u5229\u3067\u3059\u3002<br \/>\n\u6e29\u5ea6\u30bb\u30f3\u30b5\u30fc\u306f\u3001\u30da\u30c3\u30c8\u30ab\u30e1\u30e9\u306e\u753b\u89d2\u306e\u95a2\u4fc2\u3067\u8ddd\u96e2\u3092\u53d6\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u30a4\u30f3\u30b3\u90e8\u5c4b\u306e\u5916\u306b\u7f6e\u3044\u3066\u3044\u307e\u3059 \u203b\u3002<br \/>\n\u305d\u306e\u305f\u3081\u3001\u8a08\u6e2c\u3055\u308c\u308b\u6e29\u5ea6\u306f\u4eba\u304c\u3044\u308b\u3068\u3053\u308d\u306e\u5ba4\u6e29\u3067\u3001\u30a4\u30f3\u30b3\u304c\u904e\u3054\u3057\u3066\u3044\u308b\u30b1\u30fc\u30b8\u5185\u306e\u5ba4\u6e29\u306f\u308f\u304b\u308a\u307e\u305b\u3093\u3002\u307e\u305f\u3001\u6e29\u5ea6\u30bb\u30f3\u30b5\u30fc\u3057\u304b\u306a\u3044\u305f\u3081\u3001\u6e7f\u5ea6\u306f\u308f\u304b\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u203b\u30a4\u30f3\u30b3\u90e8\u5c4b\u306f\u30a2\u30af\u30ea\u30eb\u30b1\u30fc\u30b8\u3067\u56f2\u3044\u3001\u30da\u30c3\u30c8\u7528\u306e\u30d2\u30fc\u30bf\u30fc\u3067\u6696\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u305d\u3053\u3067\u4eca\u56de\u3001\u6e29\u5ea6\u30fb\u6e7f\u5ea6\u30fb\u6c17\u5727\u30bb\u30f3\u30b5\u30fc\u3092\u30a4\u30f3\u30b3\u90e8\u5c4b\u306e\u4e2d\u306b\u8a2d\u7f6e\u3057\u3001\u74b0\u5883\u3092\u8a08\u6e2c\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n<h2>\u69cb\u6210<\/h2>\n<p>\u4eca\u56de\u69cb\u7bc9\u3057\u305f\u69cb\u6210\u306f\u4e0b\u8a18\u306e\u901a\u308a\u3067\u3059\u3002<img src=\"https:\/\/weseek.co.jp\/tech\/wp-content\/uploads\/2021\/06\/20200303020524.png\" alt=\"\" \/><\/p>\n<h3>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/h3>\n<table>\n<thead>\n<tr>\n<th>#<\/th>\n<th>\u54c1\u540d<\/th>\n<th>\u6570\u91cf<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>1<\/td>\n<td>Raspberry Pi 4 Mlodel B<\/td>\n<td>1<\/td>\n<\/tr>\n<tr>\n<td>2<\/td>\n<td>OKdo\u30d6\u30e9\u30c3\u30af2\u30d4\u30fc\u30b9\u69cb\u9020\u30b9\u30e9\u30a4\u30c9\u30b1\u30fc\u30b9<\/td>\n<td>1<\/td>\n<\/tr>\n<tr>\n<td>3<\/td>\n<td>TOSHIBA microSDHC EXCERIA 16GB 100MB\/s<\/td>\n<td>1<\/td>\n<\/tr>\n<tr>\n<td>4<\/td>\n<td>BME280 \u6e29\u6e7f\u5ea6\u30fb\u6c17\u5727\u30bb\u30f3\u30b5<\/td>\n<td>2<\/td>\n<\/tr>\n<tr>\n<td>5<\/td>\n<td>\u30bf\u30ab\u30c1 SW\u30d7\u30e9\u30b1\u30fc\u30b9 SW-50B<\/td>\n<td>2<\/td>\n<\/tr>\n<tr>\n<td>6<\/td>\n<td>6\u69754\u82af\u30e2\u30b8\u30e5\u30e9\u30fc\u30b1\u30fc\u30d6\u30eb 2m<\/td>\n<td>3<\/td>\n<\/tr>\n<tr>\n<td>7<\/td>\n<td>\u30e2\u30b8\u30e5\u30e9\u30fc\u30ed\u30fc\u30bc\u30c3\u30c8 MJ-4S-MG<\/td>\n<td>1<\/td>\n<\/tr>\n<tr>\n<td>8<\/td>\n<td>\u30e2\u30b8\u30e5\u30e9\u30fc\u30bd\u30b1\u30c3\u30c86\u69754\u82af TM5RJ3-64<\/td>\n<td>3<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2<\/h3>\n<ul>\n<li>\n<p>Raspberry Pi 4 Model B<\/p>\n<ul>\n<li>Raspbian 10.3<\/li>\n<li>Python 3.7<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u81ea\u5b85\u30b5\u30fc\u30d0\u30fc<\/p>\n<ul>\n<li>Ubuntu 18.04 LTS<\/li>\n<li>Python 3.7<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u305d\u306e\u4ed6<\/p>\n<ul>\n<li>Rakuten RapidAPI<\/li>\n<li>Dark Sky API<\/li>\n<li>Pandas<\/li>\n<li>Matplotlib<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af<\/h3>\n<ul>\n<li>\u30a4\u30f3\u30b3\u306e\u5bb6\u306f\u3001 LTE \u3092\u7d4c\u7531\u3057\u3066\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306b\u63a5\u7d9a\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<li>\u30a4\u30f3\u30b3\u306e\u5bb6\u3068\u81ea\u5b85\u306f\u76f8\u4e92\u306b\u901a\u4fe1\u3067\u304d\u308b\u3088\u3046\u3001 IPsec \u3067\u62e0\u70b9\u9593\u63a5\u7d9a\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<h2>\u30bb\u30f3\u30b5\u30fc\u306e\u88fd\u4f5c<\/h2>\n<p>\u6e29\u5ea6\u30fb\u6e7f\u5ea6\u30fb\u6c17\u5727\u30bb\u30f3\u30b5\u30fc\u306f\u3001\u79cb\u6708\u96fb\u5b50\u901a\u5546\u3067\u8ca9\u58f2\u3055\u308c\u3066\u3044\u308b <code>BME280<\/code> \u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30bb\u30f3\u30b5\u30fc\u306f\u3001I2C\u3067\u5236\u5fa1\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>Raspberry Pi \u3068 BME280 \u3092\u4e0b\u8a18\u306e\u3088\u3046\u306b\u914d\u7dda\u3057\u3066\u3044\u304d\u307e\u3059\u3002<img src=\"https:\/\/weseek.co.jp\/tech\/wp-content\/uploads\/2021\/06\/20200309234805.png\" alt=\"\" \/><\/p>\n<p>BME280\u306f\u3001\u30b8\u30e3\u30f3\u30d1\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001 <code>0x76<\/code> \u3068 <code>0x77<\/code> \u306e2\u3064\u306eI2C\u30a2\u30c9\u30ec\u30b9\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<br \/>\n\u4eca\u56de\u30012\u3064\u30bb\u30f3\u30b5\u30fc\u3092\u63a5\u7d9a\u3059\u308b\u305f\u3081\u3001\u305d\u308c\u305e\u308c\u306e\u30a2\u30c9\u30ec\u30b9\u306b\u306a\u308b\u3088\u3046\u306b\u30b8\u30e3\u30f3\u30d1\u3092\u306f\u3093\u3060\u4ed8\u3051\u3057\u307e\u3059\u3002<\/p>\n<p>I2C\u306f\u3001\u96fb\u6e90\u306b2\u672c\u3001\u4fe1\u53f7\u306b2\u672c (SCL, SDA) \u306e\u5408\u8a084\u672c\u306e\u914d\u7dda\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\nRaspberry Pi\u3068\u30bb\u30f3\u30b5\u30fc\u3092\u3064\u306a\u3050I2C\u30d0\u30b9\u306f\u3001\u5bb9\u6613\u306b\u53d6\u308a\u56de\u3057\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u305f\u3044\u3068\u8003\u3048\u30014\u82af\u30e2\u30b8\u30e5\u30e9\u30fc\u30b1\u30fc\u30d6\u30eb\u3092\u63a1\u7528\u3057\u307e\u3057\u305f\u3002<br \/>\n\u30e2\u30b8\u30e5\u30e9\u30fc\u30b1\u30fc\u30d6\u30eb\u306f\u5bb6\u96fb\u91cf\u8ca9\u5e97\u3067\u8abf\u9054\u3067\u304d\u308b\u3082\u306e\u306a\u306e\u3067\u3001\u6700\u9069\u306a\u9577\u3055\u306e\u3082\u306e\u306b\u4ea4\u63db\u3057\u3066\u3001\u30bb\u30f3\u30b5\u30fc\u306e\u4f4d\u7f6e\u3092\u81ea\u7531\u306b\u5909\u66f4\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30bf\u30ab\u30c1 SW\u30d7\u30e9\u30b1\u30fc\u30b9\u3092\u524a\u308a\u3001\u30bb\u30f3\u30b5\u30fc\u30682\u3064\u306e\u30e2\u30b8\u30e5\u30e9\u30fc\u30b8\u30e3\u30c3\u30af\u3092\u53ce\u3081\u307e\u3057\u305f\u3002<br \/>\n2\u3064\u306e\u30e2\u30b8\u30e5\u30e9\u30fc\u30b8\u30e3\u30c3\u30af\u306f\u5c0e\u901a\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u4ed6\u306e\u30bb\u30f3\u30b5\u30fc\u3092\u30c7\u30a4\u30b8\u30fc\u30c1\u30a7\u30fc\u30f3\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u5199\u771f\u3067\u306f\u7a74\u304c\u7a7a\u3044\u3066\u3044\u307e\u305b\u3093\u304c\u3001\u6e29\u5ea6\u30fb\u6e7f\u5ea6\u30fb\u6c17\u5727\u3092\u8a08\u6e2c\u3067\u304d\u308b\u3088\u3046\u3001\u30b1\u30fc\u30b9\u306e\u524d\u9762\u306b\u306f\u901a\u6c17\u5b54\u3092\u7a7a\u3051\u3066\u3044\u307e\u3059\u3002  <img src=\"https:\/\/weseek.co.jp\/tech\/wp-content\/uploads\/2021\/06\/20200302232643.jpeg\" alt=\"\" \/><br \/>\n<img src=\"https:\/\/weseek.co.jp\/tech\/wp-content\/uploads\/2021\/06\/20200302232624.jpeg\" alt=\"\" \/><\/p>\n<p>Raspberry Pi \u304b\u3089\u306fI2C\u3067\u4f7f\u7528\u3059\u308b4\u672c\u306e\u7dda\u3092\u5f15\u304d\u56de\u3057\u3001\u30e2\u30b8\u30e5\u30e9\u30fc\u30ed\u30fc\u30bc\u30c3\u30c8\u3092\u914d\u7f6e\u3057\u3066\u3044\u307e\u3059\u3002<img src=\"https:\/\/weseek.co.jp\/tech\/wp-content\/uploads\/2021\/06\/20200302232435.jpeg\" alt=\"\" \/><br \/>\n<img src=\"https:\/\/weseek.co.jp\/tech\/wp-content\/uploads\/2021\/06\/20200302232512.jpeg\" alt=\"\" \/><\/p>\n<h2>\u8a2d\u7f6e<\/h2>\n<p>\u4e0b\u8a18\u306e\u5199\u771f\u306e\u3088\u3046\u306b\u3001\u30a4\u30f3\u30b3\u90e8\u5c4b\u306b\u6e29\u5ea6\u30bb\u30f3\u30b5\u30fc\u3092\u8a2d\u7f6e\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u624b\u4f5c\u696d\u3067\u7a74\u3092\u7a7a\u3051\u305f\u305f\u3081\u3001\u30ac\u30bf\u30ac\u30bf\u306b\u306a\u3063\u3066\u3057\u307e\u3063\u3066\u3044\u307e\u3059\u3002<img src=\"https:\/\/weseek.co.jp\/tech\/wp-content\/uploads\/2021\/06\/20200302232558.jpeg\" alt=\"\" \/><br \/>\n<img src=\"https:\/\/weseek.co.jp\/tech\/wp-content\/uploads\/2021\/06\/20200302232609.jpeg\" alt=\"\" \/><\/p>\n<h2>\u5b9f\u88c5<\/h2>\n<h3>\u30bb\u30f3\u30b5\u30fc\u304b\u3089\u306e\u30c7\u30fc\u30bf\u53d6\u5f97<\/h3>\n<p>\u30bb\u30f3\u30b5\u30fc\u304b\u3089\u306e\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u306f\u3001\u3053\u3061\u3089\u306e\u30b3\u30fc\u30c9\u3092\u53c2\u8003\u306b\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u3002<br \/>\n<a href=\"https:\/\/github.com\/SWITCHSCIENCE\/samplecodes\/tree\/master\/BME280\">https:\/\/github.com\/SWITCHSCIENCE\/samplecodes\/tree\/master\/BME280<\/a><\/p>\n<p>\u3053\u3061\u3089\u306e\u30b3\u30fc\u30c9\u3092\u30d9\u30fc\u30b9\u306b\u3001\u4e0b\u8a18CSV\u3092\u51fa\u529b\u3059\u308b\u3088\u3046\u306b\u5b9f\u88c5\u3057\u307e\u3059\u3002<\/p>\n<pre><code>Date,GR Temp,GR Press,GR Hum,OR Temp,OR Press,OR Hum\n2020-03-01 17:00:00,23.94,1004.81,53.46,21.53,1003.36,62.13\n2020-03-01 17:30:00,25.75,1005.25,50.85,22.10,1003.73,62.95\n2020-03-01 18:00:00,26.55,1005.34,48.78,22.22,1003.83,62.06\n2020-03-01 18:30:00,26.58,1005.70,47.49,22.00,1004.25,62.20\n2020-03-01 19:00:00,26.41,1005.88,42.79,21.68,1004.29,50.83\n2020-03-01 19:30:00,26.18,1006.09,40.66,21.65,1004.61,51.54<\/code><\/pre>\n<h3>\u5929\u6c17\u4e88\u5831API\u304b\u3089\u306e\u5b9f\u7e3e\u3068\u4e88\u5831\u30c7\u30fc\u30bf\u306e\u53d6\u5f97<\/h3>\n<p>\u5929\u6c17\u4e88\u5831\u30c7\u30fc\u30bf\u306f\u3001 <a href=\"https:\/\/api.rakuten.net\/\">Rakuten RapidAPI<\/a> \u3092\u4f7f\u7528\u3057\u3001\u3053\u306e\u30de\u30fc\u30b1\u30c3\u30c8\u30d7\u30ec\u30a4\u30b9\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u3001 <a href=\"https:\/\/api.rakuten.net\/darkskyapis\/api\/dark-sky\">Dark Sky API<\/a> \u3092\u4f7f\u7528\u3057\u307e\u3057\u305f\u3002<br \/>\nRakuten RapidAPI \u306f\u30011\u3064\u306eAPI\u30ad\u30fc\u3092\u4f7f\u7528\u3057\u3066\u4e16\u754c\u4e2d\u306e\u69d8\u3005\u306aAPI\u3092\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u305f\u3001\u30d7\u30ed\u30ad\u30b7\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n<p>\u69d8\u3005\u306aAPI\u3092Web\u3067\u7c21\u5358\u306b\u30c6\u30b9\u30c8\u3067\u304d\u3001Python\u3092\u306f\u3058\u3081\u3044\u308d\u3044\u308d\u306a\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3057\u305fAPI\u3092\u30b3\u30fc\u30eb\u3059\u308b\u305f\u3081\u306e\u30b3\u30fc\u30c9\u30b9\u30cb\u30da\u30c3\u30c8\u3082\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u7d50\u69cb\u4fbf\u5229\u3067\u3059\u3002<img src=\"https:\/\/weseek.co.jp\/tech\/wp-content\/uploads\/2021\/06\/20200310003313.png\" alt=\"\" \/><\/p>\n<p>Python\u306e\u30b3\u30fc\u30c9\u30b9\u30cb\u30da\u30c3\u30c8\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3001\u30d1\u30fc\u30b9\u3057\u3066\u4e0b\u8a18CSV\u3092\u51fa\u529b\u3059\u308b\u305f\u3081\u306e\u30b3\u30fc\u30c9\u3092\u8ffd\u52a0\u5b9f\u88c5\u3057\u307e\u3057\u305f\u3002<\/p>\n<pre><code>Date,WT Temp,WT Press,WT Hum,WT Sum,WT PrecipIntensity,WT PrecipProbability,WT ApparentTemperature,WT WindSpeed,WT WindBearing,WT CloudCover\n2020-03-01 17:00:00,14.79,1015.4,42.0,\u66c7\u308a,0,0,14.79,2.66,167,77\n2020-03-01 17:30:00,14.2,1015.7,44.0,\u66c7\u308a,0,0,14.2,2.74,180,90\n2020-03-01 18:00:00,13.65,1016,47.0,\u66c7\u308a,0,0,13.65,2.89,191,94\n2020-03-01 18:30:00,13.14,1016.6,50.0,\u66c7\u308a,0,0,13.14,3.13,187,96.0\n2020-03-01 19:00:00,12.73,1017.2,52.0,\u66c7\u308a,0,0,12.73,3.51,180,92.0\n2020-03-01 19:30:00,12.46,1017.6,55,\u66c7\u308a,0,0,12.46,3.93,177,91.0<\/code><\/pre>\n<h3>\u30b0\u30e9\u30d5\u306e\u63cf\u753b<\/h3>\n<p>\u30b0\u30e9\u30d5\u306e\u63cf\u753b\u306f\u3001\u307e\u305a Jupyter Notebook \u3067\u884c\u3044\u307e\u3057\u305f\u3002<br \/>\nJupyter Notebook \u306f\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067 Python \u306e\u30b3\u30fc\u30c9\u3092\u8a18\u8ff0\u3067\u304d\u3001\u30b0\u30e9\u30d5\u306a\u3069\u8996\u899a\u7684\u306a\u7d50\u679c\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<p><code>\u30bb\u30f3\u30b5\u30fc\u304b\u3089\u306e\u30c7\u30fc\u30bf\u53d6\u5f97<\/code> \u3068 <code>\u5929\u6c17\u4e88\u5831API\u304b\u3089\u306e\u5b9f\u7e3e\u3068\u4e88\u5831\u30c7\u30fc\u30bf\u306e\u53d6\u5f97<\/code> \u3067\u51fa\u529b\u3057\u3066\u3044\u305f2\u3064\u306eCSV\u3092\u8aad\u307f\u8fbc\u307e\u305b\u3001 <code>Pandas<\/code> \u3067\u52a0\u5de5\u3057\u3066\u3044\u304d\u307e\u3059\u3002<br \/>\n\u305d\u306e\u30c7\u30fc\u30bf\u3092 <code>Matplotlib<\/code> \u3067\u30b0\u30e9\u30d5\u3092\u63cf\u753b\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u305f\u3002<img src=\"https:\/\/weseek.co.jp\/tech\/wp-content\/uploads\/2021\/06\/20200310004559.png\" alt=\"\" \/><br \/>\n<img src=\"https:\/\/weseek.co.jp\/tech\/wp-content\/uploads\/2021\/06\/20200310004610.png\" alt=\"\" \/><\/p>\n<h3>Slack\u3078\u306e\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9<\/h3>\n<p>Jupyter Notebook \u3067\u30b0\u30e9\u30d5\u304c\u63cf\u753b\u3067\u304d\u305f\u3089\u3001\u3053\u3053\u304b\u3089 Python \u306e\u30b3\u30fc\u30c9\u306b\u843d\u3068\u3057\u8fbc\u307f\u307e\u3059\u3002<br \/>\nPython\u30b3\u30fc\u30c9\u4e0a\u3067\u3001 <a href=\"https:\/\/api.slack.com\/methods\/files.upload\">Slack files.upload API<\/a> \u3092\u4f7f\u7528\u3057\u3066\u3001Slack \u306e\u7279\u5b9a channel \u306b\u30b0\u30e9\u30d5\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<br \/>\ncron \u306b\u767b\u9332\u3057\u3001\u5b9a\u671f\u7684\u306b\u30b0\u30e9\u30d5\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n<h2>\u52d5\u4f5c\u753b\u9762<\/h2>\n<p>\u4e0b\u8a18\u306e\u3088\u3046\u306b\u3001\u5b9a\u671f\u7684\u306b1\u9031\u9593\u3054\u3068\u30011\u65e5\u3054\u3068\u306e\u6e29\u5ea6\u30fb\u6e7f\u5ea6\u30fb\u6c17\u5727\u306e\u63a8\u79fb\u3092\u30b0\u30e9\u30d5\u306b\u63cf\u753b\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u7dd1\u8272\u3001\u9ec4\u8272\u306e\u7dda\u306f\u30bb\u30f3\u30b5\u30fc\u306e\u30c7\u30fc\u30bf\u3067\u3001\u30b0\u30ec\u30fc\u306e\u7dda\u306f DarkSky API \u304b\u3089\u53d6\u5f97\u3057\u305f\u5929\u6c17\u30c7\u30fc\u30bf\u3067\u3059\u3002<img src=\"https:\/\/weseek.co.jp\/tech\/wp-content\/uploads\/2021\/06\/20200314120352.png\" alt=\"\" \/><\/p>\n<p>DarkSky API \u306f\u30011\u6642\u9593\u3054\u3068\u306e\u5929\u6c17\u4e88\u5831\u3082\u53d6\u5f97\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<br \/>\n\u3053\u308c\u3092\u4f7f\u7528\u3057\u3066\u30011\u65e5\u5148\u306e1\u6642\u9593\u3054\u3068\u306e\u6e29\u5ea6\u30fb\u6e7f\u5ea6\u30fb\u6c17\u5727\u30fb\u964d\u6c34\u91cf\u30fb\u964d\u6c34\u78ba\u7387\u3092\u53d6\u5f97\u3057\u3066\u3001\u4e0b\u8a18\u306e\u3088\u3046\u306b\u30b0\u30e9\u30d5\u3092\u30d7\u30ed\u30c3\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u6bce\u66691\u56deSlack\u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3001\u7fcc\u65e5\u306e\u30a4\u30f3\u30b3\u90e8\u5c4b\u306e\u6e29\u5ea6\u7ba1\u7406\u306e\u8a08\u753b\u3092\u7acb\u3066\u308b\u305f\u3081\u306e\u60c5\u5831\u3068\u3057\u3066\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002<img src=\"https:\/\/weseek.co.jp\/tech\/wp-content\/uploads\/2021\/06\/20200314120359.png\" alt=\"\" \/><\/p>\n<h2>\u4f7f\u7528\u3057\u3066\u307f\u3066\u306e\u611f\u60f3<\/h2>\n<p>\u4eca\u56de\u306f\u6e29\u5ea6\u30fb\u6e7f\u5ea6\u30fb\u6c17\u5727\u30bb\u30f3\u30b5\u30fc\u3068\u5929\u6c17\u4e88\u5831API\u304b\u3089\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u3092\u30b0\u30e9\u30d5\u306b\u63cf\u753b\u3059\u308b\u4ed5\u7d44\u307f\u3092\u69cb\u7bc9\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u4f7f\u7528\u3092\u958b\u59cb\u3057\u3066\u304b\u3089\u306f1\u30f6\u6708\u5f31\u304c\u904e\u304e\u307e\u3057\u305f\u3002<br \/>\n\u4eca\u307e\u3067\u306f\u3001\u30a4\u30f3\u30b3\u90e8\u5c4b\u306b\u6e29\u6e7f\u5ea6\u8a08\u3092\u7acb\u3066\u3066\u3001\u30da\u30c3\u30c8\u30ab\u30e1\u30e9\u8d8a\u3057\u306b\u78ba\u8a8d\u3057\u306b\u884c\u3063\u3066\u3044\u305f\u306e\u3067\u3059\u304c\u3001\u3053\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3057\u3066\u304b\u3089\u306f\u5b9a\u671f\u7684\u306bSlack\u306b\u60c5\u5831\u304c\u901a\u77e5\u3055\u308c\u308b\u305f\u3081\u3001\u3060\u3044\u3076\u628a\u63e1\u304c\u697d\u306b\u306a\u308a\u307e\u3057\u305f\u3002<br \/>\n\u6e7f\u5ea6\u30fb\u6e29\u5ea6\u30fb\u6c17\u5727\u30fb\u964d\u6c34\u78ba\u7387\u30fb\u964d\u6c34\u91cf\u306e\u30b0\u30e9\u30d5\u306f\u3001\u305d\u308c\u305e\u308c\u5225\u306e\u753b\u50cf\u3067\u66f8\u304d\u51fa\u3057Slack\u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u3044\u308b\u306e\u3067\u3059\u304c\u3001\u77ed\u6642\u9593\u306b\u9023\u7d9a\u3057\u3066\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u3044\u308b\u305f\u3081\u304b\u3001\u305f\u307e\u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u306b\u5931\u6557\u3057\u307e\u3059\u3002<br \/>\n\u305d\u3093\u306a\u306b\u983b\u5ea6\u306f\u591a\u304f\u306a\u3044\u306e\u3067\u3001\u5931\u6557\u3057\u305f\u3068\u304d\u306f\u624b\u52d5\u3067\u30b0\u30e9\u30d5\u63cf\u753b\u3092\u518d\u5b9f\u884c\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u88fd\u4f5c\u6642\u306e\u611f\u60f3\u306f\u3001\u30b1\u30fc\u30b9\u306e\u52a0\u5de5\u304c\u306a\u304b\u306a\u304b\u5927\u5909\u3067\u3057\u305f\u3002\u30d0\u30f3\u30c9\u30bd\u30fc\u3084\u30dc\u30fc\u30eb\u76e4\u306a\u3069\u96fb\u52d5\u5de5\u5177\u304c\u306a\u304f\u624b\u4f5c\u696d\u3067\u524a\u3063\u305f\u308a\u7a74\u3092\u7a7a\u3051\u3066\u3044\u305f\u306e\u3067\u7d50\u69cb\u75b2\u308c\u307e\u3057\u305f\u3002<br \/>\n\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u5b9f\u88c5\u306f\u3001\u53c2\u8003\u306b\u3067\u304d\u308b\u30b3\u30fc\u30c9\u304c\u3059\u3067\u306b\u3042\u3063\u305f\u308a\u3001\u4fbf\u5229\u306aAPI\u30b5\u30fc\u30d3\u30b9\u304c\u3042\u3063\u305f\u308a\u3068\u3001\u3059\u3093\u306a\u308a\u5b9f\u88c5\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<p>\u30a4\u30f3\u30b3\u90e8\u5c4b\u306e\u74b0\u5883\u306f\u3001\u4eca\u5f8c\u4e0b\u8a18\u306e\u3088\u3046\u306b\u6539\u826f\u3057\u3066\u307f\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>Prometheus\u30fbGrafana \u74b0\u5883\u306e\u69cb\u7bc9<\/li>\n<li>\u6e29\u5ea6\u306e\u3057\u304d\u3044\u5024\u306b\u5fdc\u3058\u3066 Slack \u3078\u306e\u901a\u77e5 (Prometheus Alertmanager)<\/li>\n<li>\u6e29\u5ea6\u306b\u5fdc\u3058\u3066\u8d64\u5916\u7dda\u3067\u30a8\u30a2\u30b3\u30f3\u306e\u96fb\u6e90ON\u306b\u3059\u308b<\/li>\n<li>I2C\u30d0\u30b9\u306e\u30ce\u30a4\u30ba\u5bfe\u7b56<\/li>\n<\/ul>\n<p>\u95a2\u9023\u8a18\u4e8b<\/p>\n<p><a href=\"https:\/\/weseek.co.jp\/tech\/202\/\">Raspberry Pi\u3067\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u30b7\u30f3\u30af\u30ed\u7387\u3092\u4e0a\u3052\u308b<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u3093\u306b\u3061\u306f\u3001 \u7530\u6751 \u3067\u3059\u3002 \u6700\u8fd1\u3001\u77e5\u308a\u5408\u3044\u306e\u30a4\u30f3\u30b3\u90e8\u5c4b\u306bRaspberry Pi\u3068\u6e29\u5ea6\u30fb\u6e7f\u5ea6\u30fb\u6c17\u5727\u30bb\u30f3\u30b5\u30fc\u3092\u8a2d\u7f6e\u3057\u3001\u5929\u6c17\u4e88\u5831API\u3082\u4f7f\u7528\u3057\u3066\u3001\u304a\u7559\u5b88\u756a\u4e2d\u306e\u74b0\u5883\u3092\u78ba\u8a8d\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n","protected":false},"author":2,"featured_media":321,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[24],"tags":[],"_links":{"self":[{"href":"https:\/\/weseek.co.jp\/tech\/wp-json\/wp\/v2\/posts\/317"}],"collection":[{"href":"https:\/\/weseek.co.jp\/tech\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/weseek.co.jp\/tech\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/weseek.co.jp\/tech\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/weseek.co.jp\/tech\/wp-json\/wp\/v2\/comments?post=317"}],"version-history":[{"count":15,"href":"https:\/\/weseek.co.jp\/tech\/wp-json\/wp\/v2\/posts\/317\/revisions"}],"predecessor-version":[{"id":4061,"href":"https:\/\/weseek.co.jp\/tech\/wp-json\/wp\/v2\/posts\/317\/revisions\/4061"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/weseek.co.jp\/tech\/wp-json\/wp\/v2\/media\/321"}],"wp:attachment":[{"href":"https:\/\/weseek.co.jp\/tech\/wp-json\/wp\/v2\/media?parent=317"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/weseek.co.jp\/tech\/wp-json\/wp\/v2\/categories?post=317"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/weseek.co.jp\/tech\/wp-json\/wp\/v2\/tags?post=317"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}