{"id":4712,"date":"2025-07-25T20:41:42","date_gmt":"2025-07-25T11:41:42","guid":{"rendered":"https:\/\/eternalsphere.net\/echoes\/?p=4712"},"modified":"2025-07-25T20:41:42","modified_gmt":"2025-07-25T11:41:42","slug":"09qag4b35cl49t0","status":"publish","type":"post","link":"https:\/\/eternalsphere.net\/echoes\/index.php\/2025\/07\/25\/09qag4b35cl49t0\/","title":{"rendered":"\u5229\u7528 Python \u4e0e PyCharm \u5b9e\u73b0 IP \u5730\u7406\u4f4d\u7f6e\u5206\u6790\u4e0e\u53ef\u89c6\u5316\uff08\u9644\u65ad\u70b9\u7eed\u8dd1\u4e0e Git \u7ba1\u7406\u5b9e\u8df5\uff09"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u5728\u7f51\u7edc\u5b89\u5168\u3001\u6570\u636e\u5206\u6790\u6216\u8fd0\u8425\u573a\u666f\u4e2d\uff0c\u7ecf\u5e38\u9700\u8981\u5bf9\u6d77\u91cf IP \u5730\u5740\u8fdb\u884c\u5730\u7406\u4f4d\u7f6e\u5f52\u7c7b\u548c\u53ef\u89c6\u5316\u5c55\u793a\u3002\u7ed3\u5408 Python \u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u80fd\u529b\u4e0e PyCharm \u7684\u56fe\u5f62\u5316\u5f00\u53d1\u73af\u5883\uff0c\u53ef\u4ee5\u9ad8\u6548\u5730\u5b8c\u6210\u8fd9\u7c7b\u4efb\u52a1\uff0c\u5e76\u901a\u8fc7 Git \u7ba1\u7406\u6574\u4e2a\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u7684\u7248\u672c\u53d8\u66f4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u6587\u5c06\u56f4\u7ed5\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\u5c55\u5f00\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f7f\u7528 Python \u811a\u672c\u8fdb\u884c IP \u5730\u5740\u5730\u7406\u4f4d\u7f6e\u67e5\u8be2<\/li>\n\n\n\n<li>\u751f\u6210\u57ce\u5e02\u5206\u5e03\u7edf\u8ba1\u548c\u5730\u7406\u70ed\u529b\u56fe<\/li>\n\n\n\n<li>\u5b9e\u73b0\u811a\u672c\u65ad\u70b9\u7eed\u8dd1\u529f\u80fd<\/li>\n\n\n\n<li>\u5229\u7528 Git \u8fdb\u884c\u672c\u5730\u7248\u672c\u63a7\u5236<\/li>\n\n\n\n<li>\u7ed3\u5408 PyCharm \u56fe\u5f62\u5316\u64cd\u4f5c\u63d0\u5347\u5f00\u53d1\u6548\u7387<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001\u4efb\u52a1\u76ee\u6807\u6982\u89c8<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8be5\u9879\u76ee\u65e8\u5728\u5904\u7406\u4e00\u4e2a\u5305\u542b\u7ea6 1.5 \u4e07\u4e2a IP \u5730\u5740\u7684\u6587\u4ef6\uff0c\u76ee\u6807\u662f\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u67e5\u8be2\u6bcf\u4e2a IP \u7684\u5730\u7406\u4f4d\u7f6e\uff08\u56fd\u5bb6\u3001\u7701\u4efd\u3001\u57ce\u5e02\u3001\u7ecf\u7eac\u5ea6\uff09<\/li>\n\n\n\n<li>\u5c06\u5730\u7406\u5206\u5e03\u4fe1\u606f\u5b58\u50a8\u5230 CSV \u6587\u4ef6\u4e2d<\/li>\n\n\n\n<li>\u7edf\u8ba1\u57ce\u5e02\u5bc6\u5ea6\u5e76\u8f93\u51fa\u6392\u884c<\/li>\n\n\n\n<li>\u5c06\u6240\u6709 IP \u4f4d\u7f6e\u5728\u5730\u56fe\u4e0a\u4ee5\u70ed\u529b\u56fe\u5f62\u5f0f\u5c55\u793a<\/li>\n\n\n\n<li>\u811a\u672c\u5177\u6709\u4e2d\u65ad\u6062\u590d\u80fd\u529b\uff0c\u907f\u514d\u91cd\u590d\u8bf7\u6c42<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u6838\u5fc3\u6280\u672f\u6808<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Python 3.11<\/strong><\/li>\n\n\n\n<li><strong>PyCharm<\/strong>\uff1a\u4f5c\u4e3a\u4e3b\u8981 IDE\uff0c\u63d0\u4f9b\u5f3a\u5927\u7684\u53ef\u89c6\u5316\u5f00\u53d1\u652f\u6301<\/li>\n\n\n\n<li><strong>folium<\/strong>\uff1a\u7528\u4e8e\u5730\u56fe\u7ed8\u5236<\/li>\n\n\n\n<li><strong>requests<\/strong>\uff1a\u53d1\u8d77 API \u8bf7\u6c42<\/li>\n\n\n\n<li><strong>tqdm<\/strong>\uff1a\u6dfb\u52a0\u8fdb\u5ea6\u6761<\/li>\n\n\n\n<li><strong>pandas<\/strong>\uff1a\u6570\u636e\u5b58\u50a8\u4e0e\u5904\u7406<\/li>\n\n\n\n<li><strong>Git<\/strong>\uff1a\u7248\u672c\u63a7\u5236\u4e0e\u4ee3\u7801\u5907\u4efd<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001\u9879\u76ee\u7ed3\u6784\u4e0e\u811a\u672c\u5b9e\u73b0<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u9879\u76ee\u7ed3\u6784\u5efa\u8bae\u5982\u4e0b\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"><code>GeoIPExplorer\/<br>\u251c\u2500\u2500 input\/<br>\u2502   \u2514\u2500\u2500 ip_list.txt         # IP \u5730\u5740\u5217\u8868<br>\u251c\u2500\u2500 output\/<br>\u2502   \u251c\u2500\u2500 ip_geolocation.csv  # \u67e5\u8be2\u7ed3\u679c<br>\u2502   \u251c\u2500\u2500 city_counts.csv     # \u57ce\u5e02\u7edf\u8ba1<br>\u2502   \u251c\u2500\u2500 ip_heatmap.html     # \u70ed\u529b\u56fe<br>\u2502   \u2514\u2500\u2500 visited_ips.txt     # \u5df2\u67e5\u8be2 IP \u8bb0\u5f55\uff08\u65ad\u70b9\u7eed\u8dd1\u7528\uff09<br>\u251c\u2500\u2500 ip_geolocation_analysis.py  # \u4e3b\u811a\u672c<br>\u2514\u2500\u2500 .gitignore<br><\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u6838\u5fc3\u811a\u672c\u529f\u80fd\uff08\u7b80\u7565\u5c55\u793a\uff09<\/h3>\n\n\n\n<pre class=\"wp-block-preformatted\"><code>visited_file = \"output\/visited_ips.txt\"<br><br># \u8bfb\u53d6\u5df2\u67e5\u8be2 IP<br>def read_visited_ips():<br>    try:<br>        with open(visited_file, \"r\") as f:<br>            return set(f.read().splitlines())<br>    except FileNotFoundError:<br>        return set()<br><br># \u4fdd\u5b58\u5df2\u67e5\u8be2 IP<br>def save_visited_ip(ip):<br>    with open(visited_file, \"a\") as f:<br>        f.write(ip + \"\\n\")<br><br># \u4e3b\u67e5\u8be2\u5faa\u73af<br>for ip in tqdm(ip_list, desc=\"\u67e5\u8be2\u5730\u7406\u4f4d\u7f6e\"):<br>    if ip in visited_ips:<br>        continue<br>    location = get_ip_location(ip)<br>    if location:<br>        results.append(location)<br>        save_visited_ip(ip)<br>    time.sleep(1.5)  # \u6bcf\u5206\u949f\u6700\u591a 40 \u6b21\u8bf7\u6c42<br><\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b64\u7ed3\u6784\u786e\u4fdd\u5373\u4f7f\u811a\u672c\u4e2d\u9014\u7ec8\u6b62\uff0c\u4e0b\u6b21\u8fd0\u884c\u4e5f\u80fd\u4ece\u4e0a\u6b21\u4f4d\u7f6e\u7ee7\u7eed\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u70ed\u529b\u56fe\u53ef\u89c6\u5316\u6548\u679c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f7f\u7528 <code>folium<\/code> \u548c <code>HeatMap<\/code> \u63d2\u4ef6\u53ef\u751f\u6210\u4ea4\u4e92\u5f0f\u5730\u56fe\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"><code>heat_data = [[row[\"lat\"], row[\"lon\"]] for _, row in df.iterrows()]<br>HeatMap(heat_data).add_to(m)<br>m.save(\"output\/ip_heatmap.html\")<br><\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u751f\u6210\u7684 HTML \u6587\u4ef6\u53ef\u76f4\u63a5\u5728\u6d4f\u89c8\u5668\u4e2d\u6253\u5f00\uff0c\u76f4\u89c2\u67e5\u770b\u5168\u7403 IP \u7684\u5206\u5e03\u5bc6\u5ea6\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e94\u3001\u4f7f\u7528 Git \u7ba1\u7406\u7248\u672c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u901a\u8fc7 Git \u5bf9\u811a\u672c\u8fdb\u884c\u7248\u672c\u63a7\u5236\uff0c\u53ef\u4ee5\u5b9e\u73b0\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6bcf\u6b21\u529f\u80fd\u66f4\u65b0\u3001\u6539\u52a8\u90fd\u88ab\u8bb0\u5f55<\/li>\n\n\n\n<li>\u56de\u6eaf\u4efb\u610f\u5386\u53f2\u7248\u672c<\/li>\n\n\n\n<li>\u7ed3\u5408 PyCharm \u7684\u56fe\u5f62\u5316 Git \u5de5\u5177\uff0c\u64cd\u4f5c\u66f4\u4fbf\u6377<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u57fa\u672c\u64cd\u4f5c\u6d41\u7a0b\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"><code>git init                            # \u521d\u59cb\u5316\u4ed3\u5e93<br>git add ip_geolocation_analysis.py # \u6dfb\u52a0\u76ee\u6807\u6587\u4ef6<br>git commit -m \"\u521d\u59cb\u63d0\u4ea4\"             # \u521b\u5efa\u5907\u4efd<br>git log                            # \u67e5\u770b\u5386\u53f2\u7248\u672c<br>git checkout &lt;commit_id&gt;           # \u56de\u9000\u5230\u67d0\u4e2a\u7248\u672c<br><\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\"><code>.gitignore<\/code> \u4e2d\u5efa\u8bae\u52a0\u5165\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"><code>.idea\/<br>output\/visited_ips.txt<br><\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u907f\u514d\u5c06\u4e34\u65f6\u6587\u4ef6\u6216 IDE \u914d\u7f6e\u6587\u4ef6\u7eb3\u5165\u7248\u672c\u63a7\u5236\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">\u516d\u3001PyCharm \u63d0\u5347\u5f00\u53d1\u6548\u7387\u7684\u4f18\u52bf<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0e\u7eaf\u547d\u4ee4\u884c\u76f8\u6bd4\uff0cPyCharm \u63d0\u4f9b\u7684\u56fe\u5f62\u5316\u754c\u9762\u5728\u4ee5\u4e0b\u65b9\u9762\u663e\u8457\u63d0\u5347\u4e86\u6548\u7387\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u667a\u80fd\u4ee3\u7801\u8865\u5168\u4e0e\u8bed\u6cd5\u68c0\u67e5<\/li>\n\n\n\n<li>\u53ef\u89c6\u5316\u8c03\u8bd5\u3001\u65ad\u70b9\u7ba1\u7406<\/li>\n\n\n\n<li>\u56fe\u5f62\u5316 Git \u63d0\u4ea4\u4e0e\u5206\u652f\u7ba1\u7406<\/li>\n\n\n\n<li>\u4ea4\u4e92\u5f0f\u7ec8\u7aef\u4e0e Jupyter \u652f\u6301<\/li>\n\n\n\n<li>\u9879\u76ee\u7ed3\u6784\u4e00\u76ee\u4e86\u7136<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u7ed3\u5408 PyCharm \u7684\u7ec8\u7aef\uff0c\u53ef\u4ee5\u5728\u540c\u4e00\u7a97\u53e3\u5185\u8fd0\u884c\u811a\u672c\u3001\u67e5\u770b\u8f93\u51fa\u3001\u4f7f\u7528 Git \u547d\u4ee4\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u6548\u7387\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e03\u3001\u7ed3\u8bed<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u901a\u8fc7 Python + PyCharm \u7684\u7ec4\u5408\uff0c\u4e0d\u4ec5\u53ef\u4ee5\u5feb\u901f\u5b8c\u6210\u6279\u91cf IP \u7684\u5730\u7406\u67e5\u8be2\u548c\u53ef\u89c6\u5316\u5de5\u4f5c\uff0c\u8fd8\u80fd\u901a\u8fc7 Git \u4fdd\u8bc1\u5f00\u53d1\u8fc7\u7a0b\u7684\u53ef\u8ffd\u6eaf\u6027\u548c\u53ef\u6062\u590d\u6027\u3002\u7ed3\u5408\u65ad\u70b9\u7eed\u8dd1\u673a\u5236\uff0c\u66f4\u9002\u5408\u5e94\u5bf9\u5927\u6570\u636e\u91cf\u7684\u957f\u65f6\u95f4\u4efb\u52a1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u5f00\u53d1\u8005\u800c\u8a00\uff0c\u8fd9\u662f\u4e00\u5957\u503c\u5f97\u590d\u7528\u7684 IP \u5206\u6790\u6d41\u7a0b\uff0c\u4e5f\u662f\u4e00\u79cd\u5b9e\u7528\u7684\u5de5\u4f5c\u6a21\u5f0f\uff1a<strong>\u53ef\u89c6\u5316\u5f00\u53d1\u4e3a\u4e3b\uff0c\u547d\u4ee4\u884c\u8f85\u52a9\uff0c\u7248\u672c\u63a7\u5236\u4fdd\u969c\u56de\u6eaf<\/strong>\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u7f51\u7edc\u5b89\u5168\u3001\u6570\u636e\u5206\u6790\u6216\u8fd0\u8425\u573a\u666f\u4e2d\uff0c\u7ecf\u5e38\u9700\u8981\u5bf9\u6d77\u91cf IP \u5730\u5740\u8fdb\u884c\u5730\u7406\u4f4d\u7f6e\u5f52\u7c7b\u548c\u53ef\u89c6\u5316\u5c55\u793a\u3002\u7ed3\u5408 Python \u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u80fd\u529b\u4e0e PyCharm \u7684\u56fe\u5f62\u5316\u5f00\u53d1\u73af\u5883\uff0c\u53ef\u4ee5\u9ad8\u6548\u5730\u5b8c\u6210\u8fd9\u7c7b\u4efb\u52a1\uff0c\u5e76\u901a\u8fc7 Git \u7ba1\u7406\u6574\u4e2a\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u7684\u7248\u672c\u53d8\u66f4\u3002 \u672c\u6587\u5c06\u56f4\u7ed5\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\u5c55\u5f00\uff1a \u4e00\u3001\u4efb\u52a1\u76ee\u6807\u6982\u89c8 \u8be5\u9879\u76ee\u65e8\u5728\u5904\u7406\u4e00\u4e2a\u5305\u542b\u7ea6 1.5 \u4e07\u4e2a IP \u5730\u5740\u7684\u6587\u4ef6\uff0c\u76ee\u6807\u662f\uff1a \u4e8c\u3001\u6838\u5fc3\u6280\u672f\u6808 \u4e09\u3001\u9879\u76ee\u7ed3\u6784\u4e0e\u811a\u672c\u5b9e\u73b0 \u9879\u76ee\u7ed3\u6784\u5efa\u8bae\u5982\u4e0b\uff1a GeoIPExplorer\/\u251c\u2500\u2500 input\/\u2502 \u2514\u2500\u2500 ip_list.txt # IP \u5730\u5740\u5217\u8868\u251c\u2500\u2500 output\/\u2502 \u251c\u2500\u2500 ip_geolocation.csv # \u67e5\u8be2\u7ed3\u679c\u2502 \u251c\u2500\u2500 city_counts.csv # \u57ce\u5e02\u7edf\u8ba1\u2502 \u251c\u2500\u2500 ip_heatmap.html # \u70ed\u529b\u56fe\u2502 \u2514\u2500\u2500 visited_ips.txt # \u5df2\u67e5\u8be2 IP \u8bb0\u5f55\uff08\u65ad\u70b9\u7eed\u8dd1\u7528\uff09\u251c\u2500\u2500 ip_geolocation_analysis.py # \u4e3b\u811a\u672c\u2514\u2500\u2500 .gitignore \u6838\u5fc3\u811a\u672c\u529f\u80fd\uff08\u7b80\u7565\u5c55\u793a\uff09 &hellip;<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[38],"tags":[],"class_list":["post-4712","post","type-post","status-publish","format-standard","hentry","category-gkbvv54vpefdc"],"_links":{"self":[{"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/posts\/4712","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/comments?post=4712"}],"version-history":[{"count":1,"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/posts\/4712\/revisions"}],"predecessor-version":[{"id":4713,"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/posts\/4712\/revisions\/4713"}],"wp:attachment":[{"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/media?parent=4712"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/categories?post=4712"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/tags?post=4712"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}