{"id":43450,"date":"2025-07-31T14:53:32","date_gmt":"2025-07-31T05:53:32","guid":{"rendered":"https:\/\/techgym.jp\/?p=43450"},"modified":"2025-10-27T17:50:55","modified_gmt":"2025-10-27T08:50:55","slug":"python-requests","status":"publish","type":"post","link":"https:\/\/techgym.jp\/column\/python-requests\/","title":{"rendered":"Python requests\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u4f7f\u3044\u65b9\u5b8c\u5168\u30ac\u30a4\u30c9\uff01HTTP\u30ea\u30af\u30a8\u30b9\u30c8\u5165\u9580"},"content":{"rendered":"\n<p><style>\n.ranking-table {\n    width: 100%;\n    border-collapse: collapse;\n    margin: 20px 0;\n}\n.ranking-table td {\n    padding: 20px;\n    border: 1px solid #e0e0e0;\n    vertical-align: top;\n}\n.ranking-table td:first-child {\n    width: 200px;\n    text-align: center;\n    background-color: #f9f9f9;\n}\n.ranking-table img {\n    display: block;\n    margin: 10px auto;\n    max-width: 100%;\n    height: auto;\n}\n.ranking-table a {\n    color: #0066cc;\n    text-decoration: none;\n    font-weight: bold;\n}\n.ranking-table a:hover {\n    text-decoration: underline;\n}\n<\/style><\/p>\n<table class=\"ranking-table\">\n<tbody>\n<tr>\n<td><a href=\"\/\/af.moshimo.com\/af\/c\/click?a_id=5161740&amp;p_id=6820&amp;pc_id=19517&amp;pl_id=90728\" rel=\"nofollow\" referrerpolicy=\"no-referrer-when-downgrade\" attributionsrc=\"\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/image.moshimo.com\/af-img\/6634\/000000090728.png?resize=120%2C60\" width=\"120\" height=\"60\" style=\"border: none;\" \/><\/a><img decoding=\"async\" src=\"\/\/i.moshimo.com\/af\/i\/impression?a_id=5161740&amp;p_id=6820&amp;pc_id=19517&amp;pl_id=90728\" width=\"1\" height=\"1\" style=\"border: none;\" loading=\"lazy\" \/><strong><a href=\"http:\/\/msm.to\/2ULVG5u\" target=\"_blank\" rel=\"noopener\">\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u30dc\u30fc\u30c9<\/a><\/strong><\/td>\n<td>\n<p><strong>20\u4e07\u4ef6\u4ee5\u4e0a\u306e\u6848\u4ef6\u304b\u3089\u3001\u526f\u696d\u306b\u6700\u9069\u306a\u30ea\u30e2\u30fc\u30c8\u30fb\u90313\u301c\u306e\u6848\u4ef6\u3092\u4e00\u62ec\u691c\u7d22\u3067\u304d\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002<\/strong><strong>\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u767b\u9332\u3067AI\u30b9\u30ab\u30a6\u30c8\u304c\u81ea\u52d5\u7684\u306b\u30de\u30c3\u30c1\u30f3\u30b0\u6848\u4ef6\u3092\u63d0\u6848\u3002<\/strong><strong>\u5e02\u5834\u7d71\u8a08\u3084\u5358\u4fa1\u76f8\u5834\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u53e3\u30b3\u30df\u3082\u7121\u6599\u3067\u95b2\u89a7\u53ef\u80fd\u306a\u305f\u3081\u3001\u672c\u696d\u3092\u7d9a\u3051\u306a\u304c\u3089\u52b9\u7387\u7684\u306b\u9ad8\u5358\u4fa1\u306e\u526f\u696d\u6848\u4ef6\u3092\u63a2\u305b\u307e\u3059\u3002<a href=\"http:\/\/msm.to\/2ULVG5u\" target=\"_blank\" rel=\"noopener\">\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u30dc\u30fc\u30c9<\/a><\/strong><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/px.a8.net\/svt\/ejp?a8mat=45E9XQ+679KMQ+40EC+61C2P\" rel=\"nofollow\"> <img loading=\"lazy\" decoding=\"async\" border=\"0\" width=\"120\" height=\"60\" alt=\"\" src=\"https:\/\/www29.a8.net\/svt\/bgt?aid=250928846375&amp;wid=001&amp;eno=01&amp;mid=s00000018714001014000&amp;mc=1\" \/><\/a> <img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" border=\"0\" width=\"1\" height=\"1\" src=\"https:\/\/i0.wp.com\/www14.a8.net\/0.gif?resize=1%2C1&#038;ssl=1\" alt=\"\" \/> <strong><a href=\"https:\/\/px.a8.net\/svt\/ejp?a8mat=45E9XQ+679KMQ+40EC+5YJRM\" target=\"_blank\" rel=\"noopener\">IT\u30d7\u30ed\u30d1\u30fc\u30c8\u30ca\u30fc\u30ba<\/a><\/strong><\/td>\n<td>\n<p><strong>\u90312\u301c3\u65e5\u304b\u3089\u50cd\u3051\u308b\u67d4\u8edf\u306a\u6848\u4ef6\u304c\u696d\u754c\u30c8\u30c3\u30d7\u30af\u30e9\u30b9\u306e\u8c4a\u5bcc\u3055\u3092\u8a87\u308b\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3002<\/strong><strong>\u30a8\u30f3\u30c9\u76f4\u5951\u7d04\u306e\u305f\u3081\u9ad8\u5358\u4fa1\u3067\u3001\u90313\u65e5\u7a3c\u50cd\u3067\u3082\u5341\u5206\u306a\u5831\u916c\u3092\u5f97\u3089\u308c\u307e\u3059\u3002\u30ea\u30e2\u30fc\u30c8\u3084\u6642\u9593\u30d5\u30ec\u30ad\u30b7\u30d6\u30eb\u306a\u6848\u4ef6\u3082\u591a\u6570\u3002\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u30fb\u30d9\u30f3\u30c1\u30e3\u30fc\u4e2d\u5fc3\u3067\u3001\u30c8\u30ec\u30f3\u30c9\u6280\u8853\u3092\u4f7f\u3063\u305f\u9b45\u529b\u7684\u306a\u6848\u4ef6\u304c\u63c3\u3063\u3066\u3044\u307e\u3059\u3002\u5c02\u5c5e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6848\u4ef6\u7d39\u4ecb\u304b\u3089\u5951\u7d04\u4ea4\u6e09\u307e\u3067\u30b5\u30dd\u30fc\u30c8\u3002\u5229\u7528\u4f01\u696d2,000\u793e\u4ee5\u4e0a\u306e\u5b9f\u7e3e\u3002<a href=\"https:\/\/px.a8.net\/svt\/ejp?a8mat=45E9XQ+679KMQ+40EC+5YJRM\" target=\"_blank\" rel=\"noopener\">IT\u30d7\u30ed\u30d1\u30fc\u30c8\u30ca\u30fc\u30ba<\/a><\/strong><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/px.a8.net\/svt\/ejp?a8mat=45G89H+AOM1KI+3TVC+BYLJL\" rel=\"nofollow\"> <img loading=\"lazy\" decoding=\"async\" border=\"0\" width=\"100\" height=\"60\" alt=\"\" src=\"https:\/\/www21.a8.net\/svt\/bgt?aid=251019989646&amp;wid=001&amp;eno=01&amp;mid=s00000017868002009000&amp;mc=1\" \/><\/a> <img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" border=\"0\" width=\"1\" height=\"1\" src=\"https:\/\/i0.wp.com\/www16.a8.net\/0.gif?resize=1%2C1&#038;ssl=1\" alt=\"\" \/> <strong> <a href=\"https:\/\/px.a8.net\/svt\/ejp?a8mat=45G89H+AOM1KI+3TVC+BWVTE\" target=\"_blank\" rel=\"noopener\">Midworks<\/a> <\/strong><\/td>\n<td><strong>10,000\u4ef6\u4ee5\u4e0a\u306e\u6848\u4ef6\u3092\u4fdd\u6709\u3057\u3001\u90313\u65e5\u301c\u30fb\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u306a\u3069\u67d4\u8edf\u306a\u50cd\u304d\u65b9\u306b\u5bfe\u5fdc\u3002\u9ad8\u5358\u4fa1\u6848\u4ef6\u304c\u8c4a\u5bcc\u3067\u3001\u5831\u916c\u4fdd\u969c\u5236\u5ea6\uff0860%\uff09\u3084\u4fdd\u967a\u6599\u8ca0\u62c5\uff0850%\uff09\u306a\u3069\u6b63\u793e\u54e1\u4e26\u307f\u306e\u624b\u539a\u3044\u798f\u5229\u539a\u751f\u304c\u7279\u5fb4\u3002\u901a\u52e4\u4ea4\u901a\u8cbb\uff08\u67083\u4e07\u5186\uff09\u3001\u30b9\u30ad\u30eb\u30a2\u30c3\u30d7\u8cbb\u7528\uff08\u67081\u4e07\u5186\uff09\u306e\u652f\u7d66\u306b\u52a0\u3048\u3001\u30ea\u30ed\u30af\u30e9\u30d6\u30fbfreee\u304c\u7121\u6599\u5229\u7528\u53ef\u80fd\u3002\u975e\u516c\u958b\u6848\u4ef680%\u4ee5\u4e0a\u3001\u652f\u6255\u3044\u30b5\u30a4\u30c820\u65e5\u3067\u5b89\u5fc3\u3057\u3066\u7a3c\u50cd\u3067\u304d\u307e\u3059\u3002<a href=\"https:\/\/px.a8.net\/svt\/ejp?a8mat=45G89H+AOM1KI+3TVC+BWVTE\" target=\"_blank\" rel=\"noopener\">Midworks<\/a><\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<p><iframe loading=\"lazy\" width=\"560\" height=\"314\" src=\"\/\/www.youtube.com\/embed\/7iX9nAJE0cE\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p>Python\u3067WebAPI\u3092\u4f7f\u3063\u305f\u308aWeb\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3092\u3057\u305f\u3044\u3051\u3069\u3001HTTP\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u9001\u4fe1\u65b9\u6cd5\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u60a9\u3093\u3067\u3044\u307e\u305b\u3093\u304b\uff1fPython requests\u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u3001HTTP\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u7c21\u5358\u306b\u9001\u4fe1\u3067\u304d\u308b\u6700\u3082\u4eba\u6c17\u306e\u9ad8\u3044\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001requests\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u304b\u3089\u5b9f\u8df5\u7684\u306a\u30c6\u30af\u30cb\u30c3\u30af\u307e\u3067\u3001\u521d\u5fc3\u8005\u306b\u3082\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n<h2>Python requests\u3068\u306f\uff1f\u3067\u304d\u308b\u3053\u3068\u3092\u89e3\u8aac<\/h2>\n<p>requests\u306f\u3001Python\u3067HTTP\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u4fe1\u3059\u308b\u305f\u3081\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002Web API\u3068\u306e\u901a\u4fe1\u3001Web\u30da\u30fc\u30b8\u306e\u53d6\u5f97\u3001\u30d5\u30a1\u30a4\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u306a\u3069\u3001Web\u95a2\u9023\u306e\u51e6\u7406\u3092\u7c21\u5358\u306b\u5b9f\u88c5\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>requests\u3067\u3067\u304d\u308b\u3053\u3068<\/h3>\n<ul>\n<li><strong>Web API\u901a\u4fe1<\/strong>: REST API\u304b\u3089\u306e\u30c7\u30fc\u30bf\u53d6\u5f97\u30fb\u9001\u4fe1<\/li>\n<li><strong>Web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0<\/strong>: HTML\u30da\u30fc\u30b8\u306e\u53d6\u5f97\u30fb\u89e3\u6790<\/li>\n<li><strong>\u30d5\u30a1\u30a4\u30eb\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/strong>: \u753b\u50cf\u3084\u6587\u66f8\u306e\u81ea\u52d5\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/li>\n<li><strong>\u8a8d\u8a3c\u51e6\u7406<\/strong>: Basic\u8a8d\u8a3c\u3084OAuth\u8a8d\u8a3c<\/li>\n<li><strong>\u30bb\u30c3\u30b7\u30e7\u30f3\u7ba1\u7406<\/strong>: \u30ed\u30b0\u30a4\u30f3\u72b6\u614b\u306e\u7dad\u6301<\/li>\n<\/ul>\n<h2>Python requests\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5<\/h2>\n<p>requests\u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u591a\u304f\u306ePython\u74b0\u5883\u306b\u6a19\u6e96\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u5ff5\u306e\u305f\u3081\u78ba\u8a8d\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<pre><code class=\"language-bash\">pip install requests\n<\/code><\/pre>\n<h2>\u3010\u57fa\u672c\u7de8\u3011requests\u306e\u4f7f\u3044\u65b9<\/h2>\n<h3>1. \u57fa\u672c\u7684\u306aGET\u30ea\u30af\u30a8\u30b9\u30c8<\/h3>\n<pre><code class=\"language-python\">import requests\n\n# Web\u30da\u30fc\u30b8\u3092\u53d6\u5f97\nresponse = requests.get('https:\/\/httpbin.org\/get')\n\nprint(response.status_code)  # 200\nprint(response.text)         # \u30ec\u30b9\u30dd\u30f3\u30b9\u5185\u5bb9\nprint(response.json())       # JSON\u5f62\u5f0f\u3067\u53d6\u5f97\n<\/code><\/pre>\n<h3>2. \u30d1\u30e9\u30e1\u30fc\u30bf\u4ed8\u304dGET\u30ea\u30af\u30a8\u30b9\u30c8<\/h3>\n<pre><code class=\"language-python\">import requests\n\n# URL\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u6307\u5b9a\nparams = {'key1': 'value1', 'key2': 'value2'}\nresponse = requests.get('https:\/\/httpbin.org\/get', params=params)\n\nprint(response.url)  # https:\/\/httpbin.org\/get?key1=value1&amp;key2=value2\nprint(response.json()['args'])  # \u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u78ba\u8a8d\n<\/code><\/pre>\n<h3>3. POST\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u30c7\u30fc\u30bf\u9001\u4fe1<\/h3>\n<pre><code class=\"language-python\">import requests\n\n# \u30d5\u30a9\u30fc\u30e0\u30c7\u30fc\u30bf\u3092\u9001\u4fe1\ndata = {'username': 'testuser', 'password': 'testpass'}\nresponse = requests.post('https:\/\/httpbin.org\/post', data=data)\n\n# JSON\u30c7\u30fc\u30bf\u3092\u9001\u4fe1\njson_data = {'name': '\u7530\u4e2d\u592a\u90ce', 'age': 30}\nresponse = requests.post('https:\/\/httpbin.org\/post', json=json_data)\n\nprint(response.json()['json'])  # \u9001\u4fe1\u3057\u305fJSON\u30c7\u30fc\u30bf\n<\/code><\/pre>\n<h2>\u3010\u5b9f\u8df5\u7de8\u3011requests\u306e\u5fdc\u7528\u30c6\u30af\u30cb\u30c3\u30af<\/h2>\n<h3>1. \u30d8\u30c3\u30c0\u30fc\u306e\u8a2d\u5b9a<\/h3>\n<pre><code class=\"language-python\">import requests\n\nheaders = {\n    'User-Agent': 'Mozilla\/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit\/537.36',\n    'Accept': 'application\/json',\n    'Authorization': 'Bearer your-token-here'\n}\n\nresponse = requests.get('https:\/\/api.example.com\/data', headers=headers)\nprint(response.json())\n<\/code><\/pre>\n<h3>2. \u30d5\u30a1\u30a4\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/h3>\n<pre><code class=\"language-python\">import requests\n\ndef download_file(url, filename):\n    response = requests.get(url, stream=True)\n    \n    with open(filename, 'wb') as file:\n        for chunk in response.iter_content(chunk_size=8192):\n            file.write(chunk)\n    \n    print(f\"\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u5b8c\u4e86: {filename}\")\n\n# \u4f7f\u7528\u4f8b\ndownload_file('https:\/\/example.com\/image.jpg', 'downloaded_image.jpg')\n<\/code><\/pre>\n<h3>3. \u30bb\u30c3\u30b7\u30e7\u30f3\u306e\u4f7f\u7528<\/h3>\n<pre><code class=\"language-python\">import requests\n\n# \u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\nsession = requests.Session()\nsession.headers.update({'User-Agent': 'MyApp\/1.0'})\n\n# \u30ed\u30b0\u30a4\u30f3\nlogin_data = {'username': 'user', 'password': 'pass'}\nsession.post('https:\/\/example.com\/login', data=login_data)\n\n# \u30ed\u30b0\u30a4\u30f3\u72b6\u614b\u3067API\u547c\u3073\u51fa\u3057\nresponse = session.get('https:\/\/example.com\/api\/profile')\nprint(response.json())\n<\/code><\/pre>\n<h3>4. \u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3068\u30ea\u30c8\u30e9\u30a4\u51e6\u7406<\/h3>\n<pre><code class=\"language-python\">import requests\nimport time\n\ndef robust_request(url, max_retries=3, timeout=10):\n    for attempt in range(max_retries):\n        try:\n            response = requests.get(url, timeout=timeout)\n            response.raise_for_status()  # HTTP\u30a8\u30e9\u30fc\u3092\u4f8b\u5916\u3068\u3057\u3066\u767a\u751f\n            return response\n        except requests.RequestException as e:\n            if attempt == max_retries - 1:\n                raise e\n            time.sleep(2 ** attempt)  # \u30a8\u30af\u30b9\u30dd\u30cd\u30f3\u30b7\u30e3\u30eb\u30d0\u30c3\u30af\u30aa\u30d5\n\n# \u4f7f\u7528\u4f8b\nresponse = robust_request('https:\/\/api.example.com\/data')\n<\/code><\/pre>\n<h2>HTTP\u30e1\u30bd\u30c3\u30c9\u5225requests\u306e\u4f7f\u3044\u65b9<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u30e1\u30bd\u30c3\u30c9<\/th>\n<th>\u7528\u9014<\/th>\n<th>\u4f7f\u7528\u4f8b<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>GET<\/td>\n<td>\u30c7\u30fc\u30bf\u53d6\u5f97<\/td>\n<td><code>requests.get(url)<\/code><\/td>\n<\/tr>\n<tr>\n<td>POST<\/td>\n<td>\u30c7\u30fc\u30bf\u4f5c\u6210<\/td>\n<td><code>requests.post(url, data=data)<\/code><\/td>\n<\/tr>\n<tr>\n<td>PUT<\/td>\n<td>\u30c7\u30fc\u30bf\u66f4\u65b0<\/td>\n<td><code>requests.put(url, data=data)<\/code><\/td>\n<\/tr>\n<tr>\n<td>DELETE<\/td>\n<td>\u30c7\u30fc\u30bf\u524a\u9664<\/td>\n<td><code>requests.delete(url)<\/code><\/td>\n<\/tr>\n<tr>\n<td>PATCH<\/td>\n<td>\u90e8\u5206\u66f4\u65b0<\/td>\n<td><code>requests.patch(url, data=data)<\/code><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>REST API\u64cd\u4f5c\u306e\u5b9f\u4f8b<\/h3>\n<pre><code class=\"language-python\">import requests\n\nbase_url = 'https:\/\/jsonplaceholder.typicode.com'\n\n# GET: \u30c7\u30fc\u30bf\u53d6\u5f97\nresponse = requests.get(f'{base_url}\/posts\/1')\npost = response.json()\nprint(f\"\u53d6\u5f97: {post['title']}\")\n\n# POST: \u30c7\u30fc\u30bf\u4f5c\u6210\nnew_post = {'title': '\u65b0\u3057\u3044\u6295\u7a3f', 'body': '\u6295\u7a3f\u5185\u5bb9', 'userId': 1}\nresponse = requests.post(f'{base_url}\/posts', json=new_post)\ncreated_post = response.json()\nprint(f\"\u4f5c\u6210: ID {created_post['id']}\")\n\n# PUT: \u30c7\u30fc\u30bf\u66f4\u65b0\nupdated_post = {'id': 1, 'title': '\u66f4\u65b0\u3055\u308c\u305f\u6295\u7a3f', 'body': '\u66f4\u65b0\u5185\u5bb9', 'userId': 1}\nresponse = requests.put(f'{base_url}\/posts\/1', json=updated_post)\nprint(f\"\u66f4\u65b0: {response.status_code}\")\n\n# DELETE: \u30c7\u30fc\u30bf\u524a\u9664\nresponse = requests.delete(f'{base_url}\/posts\/1')\nprint(f\"\u524a\u9664: {response.status_code}\")\n<\/code><\/pre>\n<h2>requests\u3067\u3088\u304f\u4f7f\u3046\u30ec\u30b9\u30dd\u30f3\u30b9\u5c5e\u6027<\/h2>\n<h3>\u30ec\u30b9\u30dd\u30f3\u30b9\u60c5\u5831\u306e\u53d6\u5f97<\/h3>\n<pre><code class=\"language-python\">import requests\n\nresponse = requests.get('https:\/\/httpbin.org\/get')\n\n# \u30b9\u30c6\u30fc\u30bf\u30b9\u30b3\u30fc\u30c9\nprint(f\"\u30b9\u30c6\u30fc\u30bf\u30b9\u30b3\u30fc\u30c9: {response.status_code}\")\n\n# \u30d8\u30c3\u30c0\u30fc\u60c5\u5831\nprint(f\"Content-Type: {response.headers['content-type']}\")\n\n# \u30ec\u30b9\u30dd\u30f3\u30b9\u5185\u5bb9\nprint(f\"\u30c6\u30ad\u30b9\u30c8: {response.text[:100]}...\")  # \u6700\u521d\u306e100\u6587\u5b57\nprint(f\"\u30d0\u30a4\u30ca\u30ea: {len(response.content)} bytes\")\n\n# JSON\u5f62\u5f0f\uff08API\u30ec\u30b9\u30dd\u30f3\u30b9\uff09\nif response.headers.get('content-type', '').startswith('application\/json'):\n    print(f\"JSON: {response.json()}\")\n\n# \u30ea\u30af\u30a8\u30b9\u30c8\u60c5\u5831\nprint(f\"\u30ea\u30af\u30a8\u30b9\u30c8URL: {response.url}\")\nprint(f\"\u5b9f\u884c\u6642\u9593: {response.elapsed.total_seconds()}\u79d2\")\n<\/code><\/pre>\n<h2>\u8a8d\u8a3c\u306e\u5b9f\u88c5\u65b9\u6cd5<\/h2>\n<h3>1. Basic\u8a8d\u8a3c<\/h3>\n<pre><code class=\"language-python\">import requests\nfrom requests.auth import HTTPBasicAuth\n\n# \u65b9\u6cd51: auth\u30d1\u30e9\u30e1\u30fc\u30bf\nresponse = requests.get('https:\/\/httpbin.org\/basic-auth\/user\/pass', \n                       auth=HTTPBasicAuth('user', 'pass'))\n\n# \u65b9\u6cd52: \u30bf\u30d7\u30eb\u3067\u6307\u5b9a\nresponse = requests.get('https:\/\/httpbin.org\/basic-auth\/user\/pass', \n                       auth=('user', 'pass'))\n\nprint(response.json())\n<\/code><\/pre>\n<h3>2. Bearer Token\u8a8d\u8a3c<\/h3>\n<pre><code class=\"language-python\">import requests\n\ndef api_request_with_token(url, token):\n    headers = {'Authorization': f'Bearer {token}'}\n    response = requests.get(url, headers=headers)\n    return response.json()\n\n# \u4f7f\u7528\u4f8b\ntoken = 'your-api-token-here'\ndata = api_request_with_token('https:\/\/api.example.com\/user', token)\nprint(data)\n<\/code><\/pre>\n<h3>3. OAuth\u8a8d\u8a3c<\/h3>\n<pre><code class=\"language-python\">import requests\nfrom requests_oauthlib import OAuth1\n\n# OAuth 1.0a\nauth = OAuth1('client_key', 'client_secret', 'resource_owner_key', 'resource_owner_secret')\nresponse = requests.get('https:\/\/api.twitter.com\/1.1\/account\/verify_credentials.json', auth=auth)\n<\/code><\/pre>\n<h2>\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u3068\u30c7\u30d0\u30c3\u30b0<\/h2>\n<h3>1. \u4f8b\u5916\u51e6\u7406\u306e\u5b9f\u88c5<\/h3>\n<pre><code class=\"language-python\">import requests\nfrom requests.exceptions import RequestException, Timeout, ConnectionError\n\ndef safe_api_call(url):\n    try:\n        response = requests.get(url, timeout=5)\n        response.raise_for_status()  # 4xx, 5xx\u30a8\u30e9\u30fc\u3067\u4f8b\u5916\u767a\u751f\n        return response.json()\n    \n    except Timeout:\n        print(\"\u30ea\u30af\u30a8\u30b9\u30c8\u304c\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3057\u307e\u3057\u305f\")\n    except ConnectionError:\n        print(\"\u63a5\u7d9a\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u307e\u3057\u305f\")\n    except requests.HTTPError as e:\n        print(f\"HTTP\u30a8\u30e9\u30fc: {e.response.status_code}\")\n    except RequestException as e:\n        print(f\"\u30ea\u30af\u30a8\u30b9\u30c8\u30a8\u30e9\u30fc: {e}\")\n    \n    return None\n\n# \u4f7f\u7528\u4f8b\nresult = safe_api_call('https:\/\/api.example.com\/data')\n<\/code><\/pre>\n<h3>2. \u30ec\u30b9\u30dd\u30f3\u30b9\u306e\u30c7\u30d0\u30c3\u30b0<\/h3>\n<pre><code class=\"language-python\">import requests\n\nresponse = requests.get('https:\/\/httpbin.org\/get')\n\n# \u30ea\u30af\u30a8\u30b9\u30c8\u60c5\u5831\u306e\u78ba\u8a8d\nprint(\"=== \u30ea\u30af\u30a8\u30b9\u30c8\u60c5\u5831 ===\")\nprint(f\"Method: {response.request.method}\")\nprint(f\"URL: {response.request.url}\")\nprint(f\"Headers: {dict(response.request.headers)}\")\n\n# \u30ec\u30b9\u30dd\u30f3\u30b9\u60c5\u5831\u306e\u78ba\u8a8d\nprint(\"\\n=== \u30ec\u30b9\u30dd\u30f3\u30b9\u60c5\u5831 ===\")\nprint(f\"Status: {response.status_code}\")\nprint(f\"Headers: {dict(response.headers)}\")\nprint(f\"Encoding: {response.encoding}\")\n<\/code><\/pre>\n<h2>requests\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6700\u9069\u5316<\/h2>\n<h3>1. \u30bb\u30c3\u30b7\u30e7\u30f3\u30d7\u30fc\u30eb\u306e\u6d3b\u7528<\/h3>\n<pre><code class=\"language-python\">import requests\n\n# \u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u30b3\u30cd\u30af\u30b7\u30e7\u30f3\u30d7\u30fc\u30eb\u3092\u518d\u5229\u7528\nsession = requests.Session()\n\n# \u30a2\u30c0\u30d7\u30bf\u30fc\u3067\u30b3\u30cd\u30af\u30b7\u30e7\u30f3\u30d7\u30fc\u30eb\u8a2d\u5b9a\nfrom requests.adapters import HTTPAdapter\nfrom urllib3.util.retry import Retry\n\nretry_strategy = Retry(\n    total=3,\n    status_forcelist=[429, 500, 502, 503, 504],\n    method_whitelist=[\"HEAD\", \"GET\", \"OPTIONS\"]\n)\n\nadapter = HTTPAdapter(max_retries=retry_strategy, pool_connections=20, pool_maxsize=20)\nsession.mount(\"http:\/\/\", adapter)\nsession.mount(\"https:\/\/\", adapter)\n\n# \u8907\u6570\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u52b9\u7387\u7684\nfor i in range(10):\n    response = session.get(f'https:\/\/httpbin.org\/get?page={i}')\n    print(f\"Page {i}: {response.status_code}\")\n<\/code><\/pre>\n<h3>2. \u4e26\u5217\u51e6\u7406\u3067\u306e\u9ad8\u901f\u5316<\/h3>\n<pre><code class=\"language-python\">import requests\nimport concurrent.futures\n\ndef fetch_url(url):\n    response = requests.get(url)\n    return {'url': url, 'status': response.status_code, 'length': len(response.text)}\n\nurls = [f'https:\/\/httpbin.org\/delay\/{i}' for i in range(1, 4)]\n\n# \u4e26\u5217\u51e6\u7406\u3067\u30ea\u30af\u30a8\u30b9\u30c8\nwith concurrent.futures.ThreadPoolExecutor(max_workers=3) as executor:\n    results = list(executor.map(fetch_url, urls))\n\nfor result in results:\n    print(f\"{result['url']}: {result['status']} ({result['length']} chars)\")\n<\/code><\/pre>\n<h2>\u5b9f\u7528\u7684\u306arequests\u6d3b\u7528\u4e8b\u4f8b<\/h2>\n<h3>1. Web API \u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306e\u4f5c\u6210<\/h3>\n<pre><code class=\"language-python\">import requests\n\nclass APIClient:\n    def __init__(self, base_url, api_key):\n        self.base_url = base_url\n        self.session = requests.Session()\n        self.session.headers.update({\n            'Authorization': f'Bearer {api_key}',\n            'Content-Type': 'application\/json'\n        })\n    \n    def get(self, endpoint):\n        url = f\"{self.base_url}\/{endpoint}\"\n        response = self.session.get(url)\n        response.raise_for_status()\n        return response.json()\n    \n    def post(self, endpoint, data):\n        url = f\"{self.base_url}\/{endpoint}\"\n        response = self.session.post(url, json=data)\n        response.raise_for_status()\n        return response.json()\n\n# \u4f7f\u7528\u4f8b\nclient = APIClient('https:\/\/api.example.com', 'your-api-key')\nusers = client.get('users')\nnew_user = client.post('users', {'name': '\u7530\u4e2d\u592a\u90ce', 'email': 'tanaka@example.com'})\n<\/code><\/pre>\n<h3>2. Webhook\u53d7\u4fe1\u30b5\u30fc\u30d0\u30fc<\/h3>\n<pre><code class=\"language-python\">import requests\nfrom flask import Flask, request, jsonify\n\napp = Flask(__name__)\n\n@app.route('\/webhook', methods=['POST'])\ndef handle_webhook():\n    data = request.json\n    \n    # \u5916\u90e8API\u306b\u8ee2\u9001\n    response = requests.post('https:\/\/api.example.com\/process', json=data)\n    \n    if response.status_code == 200:\n        return jsonify({'status': 'success'}), 200\n    else:\n        return jsonify({'status': 'error'}), 500\n\nif __name__ == '__main__':\n    app.run(debug=True)\n<\/code><\/pre>\n<h3>3. \u30c7\u30fc\u30bf\u53ce\u96c6\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/h3>\n<pre><code class=\"language-python\">import requests\nimport json\nimport time\n\nclass DataCollector:\n    def __init__(self, api_endpoint, output_file):\n        self.api_endpoint = api_endpoint\n        self.output_file = output_file\n        self.session = requests.Session()\n    \n    def collect_data(self, pages=5):\n        all_data = []\n        \n        for page in range(1, pages + 1):\n            try:\n                response = self.session.get(f\"{self.api_endpoint}?page={page}\")\n                response.raise_for_status()\n                \n                data = response.json()\n                all_data.extend(data.get('results', []))\n                \n                print(f\"Page {page} collected: {len(data.get('results', []))} items\")\n                time.sleep(1)  # \u30ec\u30fc\u30c8\u5236\u9650\u5bfe\u5fdc\n                \n            except requests.RequestException as e:\n                print(f\"Error on page {page}: {e}\")\n                continue\n        \n        # \u30c7\u30fc\u30bf\u4fdd\u5b58\n        with open(self.output_file, 'w', encoding='utf-8') as f:\n            json.dump(all_data, f, ensure_ascii=False, indent=2)\n        \n        print(f\"Total collected: {len(all_data)} items\")\n        return all_data\n\n# \u4f7f\u7528\u4f8b\ncollector = DataCollector('https:\/\/api.example.com\/data', 'collected_data.json')\ndata = collector.collect_data(pages=10)\n<\/code><\/pre>\n<h2>requests\u3068cookie\u306e\u64cd\u4f5c<\/h2>\n<h3>Cookie\u306e\u53d6\u5f97\u3068\u9001\u4fe1<\/h3>\n<pre><code class=\"language-python\">import requests\n\n# Cookie\u3092\u53d6\u5f97\nresponse = requests.get('https:\/\/httpbin.org\/cookies\/set\/test\/value')\ncookies = response.cookies\n\nprint(f\"\u53d6\u5f97\u3057\u305fCookie: {cookies}\")\n\n# Cookie\u3092\u9001\u4fe1\nresponse = requests.get('https:\/\/httpbin.org\/cookies', cookies=cookies)\nprint(response.json())\n\n# \u30bb\u30c3\u30b7\u30e7\u30f3\u3067Cookie\u81ea\u52d5\u7ba1\u7406\nsession = requests.Session()\nsession.get('https:\/\/httpbin.org\/cookies\/set\/session\/12345')\nresponse = session.get('https:\/\/httpbin.org\/cookies')\nprint(\"\u30bb\u30c3\u30b7\u30e7\u30f3Cookie:\", response.json())\n<\/code><\/pre>\n<h2>SSL\u8a3c\u660e\u66f8\u3068\u30d7\u30ed\u30ad\u30b7\u306e\u8a2d\u5b9a<\/h2>\n<h3>SSL\u8a3c\u660e\u66f8\u306e\u8a2d\u5b9a<\/h3>\n<pre><code class=\"language-python\">import requests\n\n# SSL\u8a3c\u660e\u66f8\u306e\u691c\u8a3c\u3092\u7121\u52b9\u5316\uff08\u975e\u63a8\u5968\uff09\nresponse = requests.get('https:\/\/example.com', verify=False)\n\n# \u30ab\u30b9\u30bf\u30e0\u8a3c\u660e\u66f8\u3092\u6307\u5b9a\nresponse = requests.get('https:\/\/example.com', verify='\/path\/to\/cert.pem')\n\n# \u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u8a3c\u660e\u66f8\u3092\u4f7f\u7528\nresponse = requests.get('https:\/\/example.com', cert=('\/path\/to\/client.cert', '\/path\/to\/client.key'))\n<\/code><\/pre>\n<h3>\u30d7\u30ed\u30ad\u30b7\u306e\u8a2d\u5b9a<\/h3>\n<pre><code class=\"language-python\">import requests\n\nproxies = {\n    'http': 'http:\/\/proxy.example.com:8080',\n    'https': 'https:\/\/proxy.example.com:8080'\n}\n\nresponse = requests.get('https:\/\/httpbin.org\/ip', proxies=proxies)\nprint(response.json())\n\n# \u8a8d\u8a3c\u4ed8\u304d\u30d7\u30ed\u30ad\u30b7\nproxies = {\n    'http': 'http:\/\/user:pass@proxy.example.com:8080',\n    'https': 'https:\/\/user:pass@proxy.example.com:8080'\n}\n<\/code><\/pre>\n<h2>requests\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9<\/h2>\n<h3>1. \u8a2d\u5b9a\u306e\u5916\u90e8\u5316<\/h3>\n<pre><code class=\"language-python\">import requests\nimport os\nfrom dataclasses import dataclass\n\n@dataclass\nclass APIConfig:\n    base_url: str\n    api_key: str\n    timeout: int = 30\n    max_retries: int = 3\n\ndef load_config():\n    return APIConfig(\n        base_url=os.getenv('API_BASE_URL', 'https:\/\/api.example.com'),\n        api_key=os.getenv('API_KEY'),\n        timeout=int(os.getenv('API_TIMEOUT', '30')),\n        max_retries=int(os.getenv('API_MAX_RETRIES', '3'))\n    )\n\nconfig = load_config()\n<\/code><\/pre>\n<h3>2. \u30ed\u30b0\u8a18\u9332\u306e\u5b9f\u88c5<\/h3>\n<pre><code class=\"language-python\">import requests\nimport logging\n\n# \u30ed\u30b0\u8a2d\u5b9a\nlogging.basicConfig(level=logging.INFO)\nlogger = logging.getLogger(__name__)\n\ndef logged_request(method, url, **kwargs):\n    logger.info(f\"Sending {method} request to {url}\")\n    \n    try:\n        response = requests.request(method, url, **kwargs)\n        logger.info(f\"Response: {response.status_code}\")\n        return response\n    except requests.RequestException as e:\n        logger.error(f\"Request failed: {e}\")\n        raise\n\n# \u4f7f\u7528\u4f8b\nresponse = logged_request('GET', 'https:\/\/api.example.com\/data')\n<\/code><\/pre>\n<h3>3. \u30ec\u30fc\u30c8\u5236\u9650\u306e\u5b9f\u88c5<\/h3>\n<pre><code class=\"language-python\">import requests\nimport time\nfrom functools import wraps\n\ndef rate_limit(calls_per_second=1):\n    min_interval = 1.0 \/ calls_per_second\n    last_called = [0.0]\n    \n    def decorator(func):\n        @wraps(func)\n        def wrapper(*args, **kwargs):\n            elapsed = time.time() - last_called[0]\n            left_to_wait = min_interval - elapsed\n            if left_to_wait &gt; 0:\n                time.sleep(left_to_wait)\n            ret = func(*args, **kwargs)\n            last_called[0] = time.time()\n            return ret\n        return wrapper\n    return decorator\n\n@rate_limit(calls_per_second=0.5)  # 2\u79d2\u306b1\u56de\ndef api_call(url):\n    return requests.get(url)\n\n# \u4f7f\u7528\u4f8b\nfor i in range(5):\n    response = api_call(f'https:\/\/httpbin.org\/delay\/1')\n    print(f\"Call {i+1}: {response.status_code}\")\n<\/code><\/pre>\n<h2>\u307e\u3068\u3081\uff1arequests\u3067HTTP\u901a\u4fe1\u3092\u30de\u30b9\u30bf\u30fc\u3057\u3088\u3046<\/h2>\n<p>Python requests\u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u3001HTTP\u901a\u4fe1\u306b\u304a\u3044\u3066\u6700\u3082\u91cd\u8981\u3067\u4f7f\u3044\u3084\u3059\u3044\u30c4\u30fc\u30eb\u3067\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u7d39\u4ecb\u3057\u305f\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u304b\u3089\u9ad8\u5ea6\u306a\u30c6\u30af\u30cb\u30c3\u30af\u307e\u3067\u3092\u6d3b\u7528\u3059\u308c\u3070\u3001Web API\u3068\u306e\u901a\u4fe1\u3084Web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3092\u52b9\u7387\u7684\u306b\u5b9f\u88c5\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><strong>\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8<\/strong>\uff1a<\/p>\n<ul>\n<li>\u9069\u5207\u306a\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u3067\u30ed\u30d0\u30b9\u30c8\u306a\u30b3\u30fc\u30c9\u3092\u66f8\u304f<\/li>\n<li>\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u6d3b\u7528\u3057\u3066\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b<\/li>\n<li>\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3068\u30ea\u30c8\u30e9\u30a4\u3067\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30a8\u30e9\u30fc\u306b\u5bfe\u51e6\u3059\u308b<\/li>\n<li>\u30ec\u30fc\u30c8\u5236\u9650\u3067\u30b5\u30fc\u30d0\u30fc\u3078\u306e\u8ca0\u8377\u3092\u6291\u5236\u3059\u308b<\/li>\n<\/ul>\n<p>\u307e\u305a\u306f\u57fa\u672c\u7684\u306aGET\/POST\u30ea\u30af\u30a8\u30b9\u30c8\u304b\u3089\u59cb\u3081\u3066\u3001\u5f90\u3005\u306b\u8a8d\u8a3c\u3084\u30bb\u30c3\u30b7\u30e7\u30f3\u7ba1\u7406\u306a\u3069\u306e\u9ad8\u5ea6\u306a\u6a5f\u80fd\u3092\u53d6\u308a\u5165\u308c\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002requests\u3092\u30de\u30b9\u30bf\u30fc\u3059\u308c\u3070\u3001Python\u3067\u306eWeb\u958b\u767a\u3084\u30c7\u30fc\u30bf\u53ce\u96c6\u306e\u53ef\u80fd\u6027\u304c\u5927\u5e45\u306b\u5e83\u304c\u308a\u307e\u3059\u3002<\/p>\n<hr>\n<p><em>\u3053\u306e\u8a18\u4e8b\u304c\u304a\u5f79\u306b\u7acb\u3061\u307e\u3057\u305f\u3089\u3001\u305c\u3072\u30b7\u30a7\u30a2\u3057\u3066\u304f\u3060\u3055\u3044\u3002Python requests\u3084HTTP\u901a\u4fe1\u306b\u95a2\u3059\u308b\u3054\u8cea\u554f\u304c\u3054\u3056\u3044\u307e\u3057\u305f\u3089\u3001\u304a\u6c17\u8efd\u306b\u30b3\u30e1\u30f3\u30c8\u3067\u304a\u77e5\u3089\u305b\u304f\u3060\u3055\u3044\u3002<\/em><\/p>\n\n\n\n<p><iframe loading=\"lazy\" width=\"560\" height=\"314\" src=\"\/\/www.youtube.com\/embed\/7iX9nAJE0cE\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u25a0<a href=\"https:\/\/amzn.to\/3VxGkpx\">\u300c\u3089\u304f\u3089\u304fPython\u587e\u300d\u304c\u5207\u308a\u958b\u304f\u300c\u546a\u6587\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u300d\u3068\u306f\uff1f<\/a><\/h2>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"tuWdDEKZYn\"><a href=\"https:\/\/techgym.jp\/about\/rakurakupython\/\">\u3010\u9769\u547d\u7684\u5b66\u7fd2\u6cd5\u3011\u300c\u3089\u304f\u3089\u304fPython\u587e\u300d\u304c\u5207\u308a\u958b\u304f\u3001\u546a\u6587\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3068\u3044\u3046\u65b0\u6642\u4ee3\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u7fd2\u5f97\u8853<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;\u3010\u9769\u547d\u7684\u5b66\u7fd2\u6cd5\u3011\u300c\u3089\u304f\u3089\u304fPython\u587e\u300d\u304c\u5207\u308a\u958b\u304f\u3001\u546a\u6587\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3068\u3044\u3046\u65b0\u6642\u4ee3\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u7fd2\u5f97\u8853&#8221; &#8212; \u3010\u30c6\u30c3\u30af\u30b8\u30e0\u3011\u683c\u5b89\u30fb\u5bfe\u9762\u578b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30af\u30fc\u30eb\" src=\"https:\/\/techgym.jp\/about\/rakurakupython\/embed\/#?secret=txRjmMU0zu#?secret=tuWdDEKZYn\" data-secret=\"tuWdDEKZYn\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>\u25a0\u30d7\u30ed\u30f3\u30d7\u30c8\u3060\u3051\u3067\u30aa\u30ea\u30b8\u30ca\u30eb\u30a2\u30d7\u30ea\u3092\u958b\u767a\u30fb\u516c\u958b\u3057\u3066\u307f\u305f\uff01\uff01<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"Fb6W1QDuJG\"><a href=\"https:\/\/techgym.jp\/column\/ori-app\/\">\u30d7\u30ed\u30f3\u30d7\u30c8\u3060\u3051\u3067\u30aa\u30ea\u30b8\u30ca\u30eb\u30a2\u30d7\u30ea\u3092\u958b\u767a\u30fb\u516c\u958b\u3057\u3066\u307f\u305f\uff01\uff01<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;\u30d7\u30ed\u30f3\u30d7\u30c8\u3060\u3051\u3067\u30aa\u30ea\u30b8\u30ca\u30eb\u30a2\u30d7\u30ea\u3092\u958b\u767a\u30fb\u516c\u958b\u3057\u3066\u307f\u305f\uff01\uff01&#8221; &#8212; \u3010\u30c6\u30c3\u30af\u30b8\u30e0\u3011\u683c\u5b89\u30fb\u5bfe\u9762\u578b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30af\u30fc\u30eb\" src=\"https:\/\/techgym.jp\/column\/ori-app\/embed\/#?secret=cOVH1ZQuCP#?secret=Fb6W1QDuJG\" data-secret=\"Fb6W1QDuJG\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>\u25a0AI\u6642\u4ee3\u306e\u7b2c\u4e00\u6b69\uff01\u300cAI\u99c6\u52d5\u958b\u767a\u30b3\u30fc\u30b9\u300d\u306f\u3058\u3081\u307e\u3057\u305f\uff01<\/p>\n\n\n\n<p>\u30c6\u30c3\u30af\u30b8\u30e0\u6771\u4eac\u672c\u6821\u3067\u5148\u884c\u958b\u59cb\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"s1VdHDUhhQ\"><a href=\"https:\/\/techgym.jp\/about\/ai-driven-development\/\">AI\u99c6\u52d5\u958b\u767a\/\u751f\u6210AI\u30a8\u30f3\u30b8\u30cb\u30a2\u30b3\u30fc\u30b9\uff08\u521d\u5fc3\u8005\u5411\u3051\uff09<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;AI\u99c6\u52d5\u958b\u767a\/\u751f\u6210AI\u30a8\u30f3\u30b8\u30cb\u30a2\u30b3\u30fc\u30b9\uff08\u521d\u5fc3\u8005\u5411\u3051\uff09&#8221; &#8212; \u3010\u30c6\u30c3\u30af\u30b8\u30e0\u3011\u683c\u5b89\u30fb\u5bfe\u9762\u578b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30af\u30fc\u30eb\" src=\"https:\/\/techgym.jp\/about\/ai-driven-development\/embed\/#?secret=VNdgQ50GXo#?secret=s1VdHDUhhQ\" data-secret=\"s1VdHDUhhQ\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>\u25a0\u30c6\u30c3\u30af\u30b8\u30e0\u6771\u4eac\u672c\u6821<\/p>\n\n\n\n<p>\u300c\u6b66\u7530\u587e\u300d\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u7248\u3068\u3044\u3048\u3070\u300c\u30c6\u30c3\u30af\u30b8\u30e0\u300d\u3002<br>\u8b1b\u7fa9\u52d5\u753b\u306a\u3057\u3001\u6559\u79d1\u66f8\u306a\u3057\u3002\u300c\u9032\u6357\u7ba1\u7406\u3068\u30b3\u30fc\u30c1\u30f3\u30b0\u300d\u3067\u52b9\u7387\u5b66\u7fd2\u3002<br>\u3088\u308a\u65e9\u304f\u3001\u3088\u308a\u5b89\u304f\u3001\u3057\u304b\u3082\u5bfe\u9762\u578b\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30af\u30fc\u30eb\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"Hn3oVxtqUL\"><a href=\"https:\/\/techgym.jp\/tokyo\/tokyo_honko\/\">\u30c6\u30c3\u30af\u30b8\u30e0\u6771\u4eac\u672c\u6821<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;\u30c6\u30c3\u30af\u30b8\u30e0\u6771\u4eac\u672c\u6821&#8221; &#8212; \u3010\u30c6\u30c3\u30af\u30b8\u30e0\u3011\u683c\u5b89\u30fb\u5bfe\u9762\u578b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30af\u30fc\u30eb\" src=\"https:\/\/techgym.jp\/tokyo\/tokyo_honko\/embed\/#?secret=M16XxIRcxn#?secret=Hn3oVxtqUL\" data-secret=\"Hn3oVxtqUL\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>\uff1c\u77ed\u671f\u8b1b\u7fd2\uff1e5\u65e5\u30675\u4e07\u5186\u306e\u300cPython\u30df\u30cb\u30ad\u30e3\u30f3\u30d7\u300d\u958b\u50ac\u4e2d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"AIBKjmpcNk\"><a href=\"https:\/\/techgym.jp\/event\/nagatacho_camp\/\">\u3010\u6700\u901f\u30fb\u78ba\u5b9f\u3011\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u653b\u7565\u300c\u6c38\u7530\u753aPython\u30df\u30cb\u30ad\u30e3\u30f3\u30d7\u300d\u30105\u65e5\u9593\u30675\u4e07\u5186\u3011<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;\u3010\u6700\u901f\u30fb\u78ba\u5b9f\u3011\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u653b\u7565\u300c\u6c38\u7530\u753aPython\u30df\u30cb\u30ad\u30e3\u30f3\u30d7\u300d\u30105\u65e5\u9593\u30675\u4e07\u5186\u3011&#8221; &#8212; \u3010\u30c6\u30c3\u30af\u30b8\u30e0\u3011\u683c\u5b89\u30fb\u5bfe\u9762\u578b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30af\u30fc\u30eb\" src=\"https:\/\/techgym.jp\/event\/nagatacho_camp\/embed\/#?secret=0eET0ZYEbW#?secret=AIBKjmpcNk\" data-secret=\"AIBKjmpcNk\" width=\"600\" height=\"338\" 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rel=\"noopener\">\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u30dc\u30fc\u30c9<\/a><\/strong><\/td>\n<td>\n<p><strong>20\u4e07\u4ef6\u4ee5\u4e0a\u306e\u6848\u4ef6\u304b\u3089\u3001\u526f\u696d\u306b\u6700\u9069\u306a\u30ea\u30e2\u30fc\u30c8\u30fb\u90313\u301c\u306e\u6848\u4ef6\u3092\u4e00\u62ec\u691c\u7d22\u3067\u304d\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002<\/strong><strong>\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u767b\u9332\u3067AI\u30b9\u30ab\u30a6\u30c8\u304c\u81ea\u52d5\u7684\u306b\u30de\u30c3\u30c1\u30f3\u30b0\u6848\u4ef6\u3092\u63d0\u6848\u3002<\/strong><strong>\u5e02\u5834\u7d71\u8a08\u3084\u5358\u4fa1\u76f8\u5834\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u53e3\u30b3\u30df\u3082\u7121\u6599\u3067\u95b2\u89a7\u53ef\u80fd\u306a\u305f\u3081\u3001\u672c\u696d\u3092\u7d9a\u3051\u306a\u304c\u3089\u52b9\u7387\u7684\u306b\u9ad8\u5358\u4fa1\u306e\u526f\u696d\u6848\u4ef6\u3092\u63a2\u305b\u307e\u3059\u3002<a href=\"http:\/\/msm.to\/2ULVG5u\" target=\"_blank\" 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rel=\"noopener\">IT\u30d7\u30ed\u30d1\u30fc\u30c8\u30ca\u30fc\u30ba<\/a><\/strong><\/td>\n<td>\n<p><strong>\u90312\u301c3\u65e5\u304b\u3089\u50cd\u3051\u308b\u67d4\u8edf\u306a\u6848\u4ef6\u304c\u696d\u754c\u30c8\u30c3\u30d7\u30af\u30e9\u30b9\u306e\u8c4a\u5bcc\u3055\u3092\u8a87\u308b\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3002<\/strong><strong>\u30a8\u30f3\u30c9\u76f4\u5951\u7d04\u306e\u305f\u3081\u9ad8\u5358\u4fa1\u3067\u3001\u90313\u65e5\u7a3c\u50cd\u3067\u3082\u5341\u5206\u306a\u5831\u916c\u3092\u5f97\u3089\u308c\u307e\u3059\u3002\u30ea\u30e2\u30fc\u30c8\u3084\u6642\u9593\u30d5\u30ec\u30ad\u30b7\u30d6\u30eb\u306a\u6848\u4ef6\u3082\u591a\u6570\u3002\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u30fb\u30d9\u30f3\u30c1\u30e3\u30fc\u4e2d\u5fc3\u3067\u3001\u30c8\u30ec\u30f3\u30c9\u6280\u8853\u3092\u4f7f\u3063\u305f\u9b45\u529b\u7684\u306a\u6848\u4ef6\u304c\u63c3\u3063\u3066\u3044\u307e\u3059\u3002\u5c02\u5c5e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6848\u4ef6\u7d39\u4ecb\u304b\u3089\u5951\u7d04\u4ea4\u6e09\u307e\u3067\u30b5\u30dd\u30fc\u30c8\u3002\u5229\u7528\u4f01\u696d2,000\u793e\u4ee5\u4e0a\u306e\u5b9f\u7e3e\u3002<a href=\"https:\/\/px.a8.net\/svt\/ejp?a8mat=45E9XQ+679KMQ+40EC+5YJRM\" target=\"_blank\" rel=\"noopener\">IT\u30d7\u30ed\u30d1\u30fc\u30c8\u30ca\u30fc\u30ba<\/a><\/strong><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/px.a8.net\/svt\/ejp?a8mat=45G89H+AOM1KI+3TVC+BYLJL\" rel=\"nofollow\"> <img loading=\"lazy\" decoding=\"async\" border=\"0\" width=\"100\" height=\"60\" alt=\"\" src=\"https:\/\/www21.a8.net\/svt\/bgt?aid=251019989646&amp;wid=001&amp;eno=01&amp;mid=s00000017868002009000&amp;mc=1\" \/><\/a> <img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" border=\"0\" width=\"1\" height=\"1\" src=\"https:\/\/i0.wp.com\/www16.a8.net\/0.gif?resize=1%2C1&#038;ssl=1\" alt=\"\" \/> <strong> <a href=\"https:\/\/px.a8.net\/svt\/ejp?a8mat=45G89H+AOM1KI+3TVC+BWVTE\" target=\"_blank\" rel=\"noopener\">Midworks<\/a> <\/strong><\/td>\n<td><strong>10,000\u4ef6\u4ee5\u4e0a\u306e\u6848\u4ef6\u3092\u4fdd\u6709\u3057\u3001\u90313\u65e5\u301c\u30fb\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u306a\u3069\u67d4\u8edf\u306a\u50cd\u304d\u65b9\u306b\u5bfe\u5fdc\u3002\u9ad8\u5358\u4fa1\u6848\u4ef6\u304c\u8c4a\u5bcc\u3067\u3001\u5831\u916c\u4fdd\u969c\u5236\u5ea6\uff0860%\uff09\u3084\u4fdd\u967a\u6599\u8ca0\u62c5\uff0850%\uff09\u306a\u3069\u6b63\u793e\u54e1\u4e26\u307f\u306e\u624b\u539a\u3044\u798f\u5229\u539a\u751f\u304c\u7279\u5fb4\u3002\u901a\u52e4\u4ea4\u901a\u8cbb\uff08\u67083\u4e07\u5186\uff09\u3001\u30b9\u30ad\u30eb\u30a2\u30c3\u30d7\u8cbb\u7528\uff08\u67081\u4e07\u5186\uff09\u306e\u652f\u7d66\u306b\u52a0\u3048\u3001\u30ea\u30ed\u30af\u30e9\u30d6\u30fbfreee\u304c\u7121\u6599\u5229\u7528\u53ef\u80fd\u3002\u975e\u516c\u958b\u6848\u4ef680%\u4ee5\u4e0a\u3001\u652f\u6255\u3044\u30b5\u30a4\u30c820\u65e5\u3067\u5b89\u5fc3\u3057\u3066\u7a3c\u50cd\u3067\u304d\u307e\u3059\u3002<a href=\"https:\/\/px.a8.net\/svt\/ejp?a8mat=45G89H+AOM1KI+3TVC+BWVTE\" target=\"_blank\" rel=\"noopener\">Midworks<\/a><\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"<p>\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u30dc\u30fc\u30c9 20\u4e07\u4ef6\u4ee5\u4e0a\u306e\u6848\u4ef6\u304b\u3089\u3001\u526f\u696d\u306b\u6700\u9069\u306a\u30ea\u30e2\u30fc\u30c8\u30fb\u90313\u301c\u306e\u6848\u4ef6\u3092\u4e00\u62ec\u691c\u7d22\u3067\u304d\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u767b\u9332\u3067AI\u30b9\u30ab\u30a6\u30c8\u304c\u81ea\u52d5\u7684\u306b\u30de\u30c3\u30c1\u30f3\u30b0\u6848\u4ef6\u3092\u63d0\u6848\u3002\u5e02\u5834\u7d71\u8a08\u3084\u5358\u4fa1\u76f8\u5834\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u53e3\u30b3\u30df\u3082\u7121\u6599 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":42501,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[5],"tags":[],"class_list":["post-43450","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-column"],"views":72,"jetpack_featured_media_url":"\/wp-content\/uploads\/2025\/07\/f3403acf5c65aedec0dba821c4c26404.png","jetpack_sharing_enabled":true,"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/techgym.jp\/wp-json\/wp\/v2\/posts\/43450","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/techgym.jp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/techgym.jp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/techgym.jp\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/techgym.jp\/wp-json\/wp\/v2\/comments?post=43450"}],"version-history":[{"count":0,"href":"https:\/\/techgym.jp\/wp-json\/wp\/v2\/posts\/43450\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/techgym.jp\/wp-json\/wp\/v2\/media\/42501"}],"wp:attachment":[{"href":"https:\/\/techgym.jp\/wp-json\/wp\/v2\/media?parent=43450"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/techgym.jp\/wp-json\/wp\/v2\/categories?post=43450"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/techgym.jp\/wp-json\/wp\/v2\/tags?post=43450"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}