{"id":97958,"date":"2026-08-30T20:32:41","date_gmt":"2026-08-30T12:32:41","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/97958.html"},"modified":"2026-08-30T20:32:41","modified_gmt":"2026-08-30T12:32:41","slug":"%e7%94%a8-fastapi-%e5%bc%80%e5%8f%91%e5%90%8d%e5%ad%97%e6%89%93%e5%88%86-api%ef%bc%9a%e7%ae%97%e6%b3%95%e5%b0%81%e8%a3%85%e3%80%81%e6%8e%a5%e5%8f%a3%e8%ae%be%e8%ae%a1%e3%80%81%e9%99%90%e6%b5%81","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/97958.html","title":{"rendered":"\u7528 FastAPI \u5f00\u53d1\u540d\u5b57\u6253\u5206 API\uff1a\u7b97\u6cd5\u5c01\u88c5\u3001\u63a5\u53e3\u8bbe\u8ba1\u3001\u9650\u6d41\u7f13\u5b58\u4e0e\u76d1\u63a7\u544a\u8b66\u5168\u6d41\u7a0b"},"content":{"rendered":"<h3>\u4e00\u3001\u524d\u8a00<\/h3>\n<p>\u5728\u5fae\u670d\u52a1\u67b6\u6784\u548c\u524d\u540e\u7aef\u5206\u79bb\u7684\u8d8b\u52bf\u4e0b\uff0cAPI \u5df2\u7ecf\u6210\u4e3a\u7cfb\u7edf\u95f4\u4ea4\u4e92\u7684\u6807\u51c6\u65b9\u5f0f\u3002\u5bf9\u4e8e\u8d77\u540d\u7c7b\u4ea7\u54c1\u6765\u8bf4\uff0c\u540d\u5b57\u6253\u5206\u3001\u516b\u5b57\u6392\u76d8\u3001\u540d\u5b57\u63a8\u8350\u7b49\u6838\u5fc3\u529f\u80fd\uff0c\u5982\u679c\u80fd\u5c01\u88c5\u4e3a\u6807\u51c6\u5316\u7684 API\uff0c\u4e0d\u4ec5\u80fd\u652f\u6301 Web \u7aef\u3001\u79fb\u52a8\u7aef\u3001\u5c0f\u7a0b\u5e8f\u7b49\u591a\u7aef\u8c03\u7528\uff0c\u8fd8\u80fd\u5f00\u653e\u7ed9\u7b2c\u4e09\u65b9\u5f00\u53d1\u8005\u4f7f\u7528\uff0c\u62d3\u5c55\u4e1a\u52a1\u8fb9\u754c\u3002\u7b14\u8005\u5728\u5f00\u53d1 529\u5b9d\u5b9d\u8d77\u540d\u7f51 \u65f6\uff0c\u5c06\u6838\u5fc3\u7684\u540d\u5b57\u6253\u5206\u7b97\u6cd5\u5c01\u88c5\u4e3a RESTful API\uff0c\u652f\u6301\u6bcf\u79d2\u4e0a\u5343\u6b21\u5e76\u53d1\u8c03\u7528\uff0c\u672c\u6587\u5c06\u5b8c\u6574\u8bb0\u5f55\u4ece\u7b97\u6cd5\u5c01\u88c5\u5230\u90e8\u7f72\u8fd0\u7ef4\u7684\u5168\u6d41\u7a0b\u3002<\/p>\n<p>\u9009\u62e9 FastAPI \u4f5c\u4e3a API \u6846\u67b6\uff0c\u4e3b\u8981\u57fa\u4e8e\u4ee5\u4e0b\u8003\u8651\uff1a\u81ea\u52a8\u751f\u6210 OpenAPI \u6587\u6863\u3001\u539f\u751f\u5f02\u6b65\u652f\u6301\u3001Pydantic \u6570\u636e\u6821\u9a8c\u3001\u7c7b\u578b\u63d0\u793a\u53cb\u597d\u3001\u6027\u80fd\u63a5\u8fd1 Node.js \u548c Go\u3002\u76f8\u6bd4 Flask \u9700\u8981\u624b\u52a8\u7ec4\u88c5\u6587\u6863\u548c\u6821\u9a8c\uff0cFastAPI \u80fd\u5927\u5e45\u51cf\u5c11\u6837\u677f\u4ee3\u7801\uff0c\u63d0\u5347\u5f00\u53d1\u6548\u7387\u3002<\/p>\n<p>\u672c\u6587\u5c06\u6db5\u76d6\u4ee5\u4e0b\u5185\u5bb9\uff1a<\/p>\n<ul>\n<li>API \u9700\u6c42\u5206\u6790\u4e0e\u67b6\u6784\u8bbe\u8ba1<\/li>\n<li>\u6838\u5fc3\u7b97\u6cd5\u5c01\u88c5\uff08\u4e94\u683c\u4e09\u624d\u3001\u516b\u5b57\u6392\u76d8\uff09<\/li>\n<li>RESTful API \u63a5\u53e3\u8bbe\u8ba1\u4e0e\u5b9e\u73b0<\/li>\n<li>\u9650\u6d41\u3001\u7f13\u5b58\u4e0e\u6027\u80fd\u4f18\u5316<\/li>\n<li>\u76d1\u63a7\u3001\u65e5\u5fd7\u4e0e\u544a\u8b66<\/li>\n<li>\u5bb9\u5668\u5316\u90e8\u7f72\u4e0e\u8fd0\u7ef4<\/li>\n<li>\u6027\u80fd\u6d4b\u8bd5\u4e0e\u6548\u679c\u9a8c\u8bc1<\/li>\n<\/ul>\n<h3>\u4e8c\u3001API \u9700\u6c42\u5206\u6790\u4e0e\u67b6\u6784\u8bbe\u8ba1<\/h3>\n<h4>2.1 \u529f\u80fd\u9700\u6c42<\/h4>\n<p>\u8868\u683c<\/p>\n<table>\n<tr>\n   \u63a5\u53e3<br \/>\n   \u529f\u80fd<br \/>\n   \u8f93\u5165<br \/>\n   \u8f93\u51fa<br \/>\n   \u4f18\u5148\u7ea7<br \/>\n  <\/tr>\n<tbody>\n<tr>\n<td>POST \/api\/v1\/score<\/td>\n<td>\u540d\u5b57\u6253\u5206<\/td>\n<td>\u59d3\u6c0f\u3001\u540d\u5b57\u3001\u51fa\u751f\u65e5\u671f<\/td>\n<td>\u4e94\u683c\u5206\u6570\u3001\u4e09\u624d\u914d\u7f6e\u3001\u7efc\u5408\u8bc4\u5206<\/td>\n<td>P0<\/td>\n<\/tr>\n<tr>\n<td>POST \/api\/v1\/bazi<\/td>\n<td>\u516b\u5b57\u6392\u76d8<\/td>\n<td>\u51fa\u751f\u65e5\u671f\u65f6\u95f4<\/td>\n<td>\u56db\u67f1\u516b\u5b57\u3001\u4e94\u884c\u7edf\u8ba1\u3001\u559c\u7528\u795e<\/td>\n<td>P0<\/td>\n<\/tr>\n<tr>\n<td>POST \/api\/v1\/recommend<\/td>\n<td>\u540d\u5b57\u63a8\u8350<\/td>\n<td>\u59d3\u6c0f\u3001\u6027\u522b\u3001\u51fa\u751f\u65e5\u671f\u3001\u504f\u597d<\/td>\n<td>\u540d\u5b57\u5217\u8868\uff08\u542b\u8bc4\u5206\uff09<\/td>\n<td>P1<\/td>\n<\/tr>\n<tr>\n<td>GET \/api\/v1\/char\/{char}<\/td>\n<td>\u6c49\u5b57\u8be6\u60c5<\/td>\n<td>\u6c49\u5b57<\/td>\n<td>\u62fc\u97f3\u3001\u7b14\u753b\u3001\u4e94\u884c\u3001\u91ca\u4e49<\/td>\n<td>P1<\/td>\n<\/tr>\n<tr>\n<td>POST \/api\/v1\/batch\/score<\/td>\n<td>\u6279\u91cf\u6253\u5206<\/td>\n<td>\u540d\u5b57\u5217\u8868<\/td>\n<td>\u6279\u91cf\u8bc4\u5206\u7ed3\u679c<\/td>\n<td>P2<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>2.2 \u975e\u529f\u80fd\u9700\u6c42<\/h4>\n<p>\u8868\u683c<\/p>\n<table>\n<tr>\n   \u6307\u6807<br \/>\n   \u8981\u6c42<br \/>\n   \u8bf4\u660e<br \/>\n  <\/tr>\n<tbody>\n<tr>\n<td>\u54cd\u5e94\u65f6\u95f4<\/td>\n<td>P95 &lt; 200ms<\/td>\n<td>\u5355\u540d\u6253\u5206\u63a5\u53e3<\/td>\n<\/tr>\n<tr>\n<td>\u5e76\u53d1\u80fd\u529b<\/td>\n<td>\u652f\u6301 1000 QPS<\/td>\n<td>\u5cf0\u503c\u6d41\u91cf<\/td>\n<\/tr>\n<tr>\n<td>\u53ef\u7528\u6027<\/td>\n<td>99.9%<\/td>\n<td>\u5e74\u505c\u673a\u65f6\u95f4 &lt; 8.76 \u5c0f\u65f6<\/td>\n<\/tr>\n<tr>\n<td>\u7f13\u5b58\u547d\u4e2d\u7387<\/td>\n<td>&gt; 80%<\/td>\n<td>\u70ed\u95e8\u540d\u5b57\u6253\u5206\u7ed3\u679c\u7f13\u5b58<\/td>\n<\/tr>\n<tr>\n<td>\u9650\u6d41<\/td>\n<td>\u5355 IP 100 \u6b21 \/ \u5206\u949f<\/td>\n<td>\u9632\u6b62\u6ee5\u7528<\/td>\n<\/tr>\n<tr>\n<td>\u6570\u636e\u6821\u9a8c<\/td>\n<td>100%<\/td>\n<td>\u6240\u6709\u8f93\u5165\u53c2\u6570\u6821\u9a8c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>2.3 \u6280\u672f\u9009\u578b\u5bf9\u6bd4<\/h4>\n<p>\u8868\u683c<\/p>\n<table>\n<tr>\n   \u6846\u67b6<br \/>\n   \u6027\u80fd<br \/>\n   \u5f02\u6b65\u652f\u6301<br \/>\n   \u81ea\u52a8\u6587\u6863<br \/>\n   \u6570\u636e\u6821\u9a8c<br \/>\n   \u751f\u6001<br \/>\n   \u9002\u7528\u573a\u666f<br \/>\n  <\/tr>\n<tbody>\n<tr>\n<td>FastAPI<\/td>\n<td>\u9ad8<\/td>\n<td>\u539f\u751f<\/td>\n<td>\u662f\uff08OpenAPI\uff09<\/td>\n<td>Pydantic<\/td>\n<td>\u4e30\u5bcc<\/td>\n<td>\u9ad8\u6027\u80fd API\u3001\u5fae\u670d\u52a1<\/td>\n<\/tr>\n<tr>\n<td>Flask<\/td>\n<td>\u4e2d<\/td>\n<td>\u9700\u6269\u5c55<\/td>\n<td>\u9700\u6269\u5c55<\/td>\n<td>\u9700\u6269\u5c55<\/td>\n<td>\u975e\u5e38\u4e30\u5bcc<\/td>\n<td>\u5c0f\u578b\u5e94\u7528\u3001\u7075\u6d3b\u5b9a\u5236<\/td>\n<\/tr>\n<tr>\n<td>Django REST<\/td>\n<td>\u4e2d<\/td>\n<td>\u90e8\u5206<\/td>\n<td>\u662f<\/td>\n<td>\u662f<\/td>\n<td>\u975e\u5e38\u4e30\u5bcc<\/td>\n<td>\u5927\u578b\u9879\u76ee\u3001Admin \u540e\u53f0<\/td>\n<\/tr>\n<tr>\n<td>Tornado<\/td>\n<td>\u9ad8<\/td>\n<td>\u539f\u751f<\/td>\n<td>\u5426<\/td>\n<td>\u9700\u624b\u52a8<\/td>\n<td>\u4e00\u822c<\/td>\n<td>\u957f\u8fde\u63a5\u3001WebSocket<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u7efc\u5408\u8bc4\u4f30\u540e\u9009\u62e9 FastAPI\uff0c\u914d\u5408 Redis \u505a\u7f13\u5b58\u548c\u9650\u6d41\uff0cPrometheus+Grafana \u505a\u76d1\u63a7\uff0cDocker \u505a\u5bb9\u5668\u5316\u90e8\u7f72\u3002<\/p>\n<h4>2.4 \u7cfb\u7edf\u67b6\u6784<\/h4>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510    \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510    \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502  \u5ba2\u6237\u7aef   \u2502 \u2500\u2500&gt;\u2502  Nginx\u53cd\u5411\u4ee3\u7406 \u2502 \u2500\u2500&gt;\u2502  FastAPI\u5e94\u7528\u670d\u52a1  \u2502<br \/>\n\u2502 (Web\/App)\u2502    \u2502  (\u8d1f\u8f7d\u5747\u8861)    \u2502    \u2502  (Gunicorn+Uvicorn)\u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518    \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518    \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<br \/>\n                                                 \u2502<br \/>\n                    \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n                    \u2502                            \u2502                            \u2502<br \/>\n              \u250c\u2500\u2500\u2500\u2500\u2500\u25bc\u2500\u2500\u2500\u2500\u2500\u2510              \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u25bc\u2500\u2500\u2500\u2500\u2500\u2500\u2510             \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u25bc\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n              \u2502  Redis\u7f13\u5b58  \u2502              \u2502  \u7b97\u6cd5\u8ba1\u7b97\u5c42   \u2502             \u2502  \u76d1\u63a7\u65e5\u5fd7\u5c42   \u2502<br \/>\n              \u2502 (\u6253\u5206\u7ed3\u679c\/  \u2502              \u2502 (\u4e94\u683c\/\u516b\u5b57\/   \u2502             \u2502 (Prometheus\/ \u2502<br \/>\n              \u2502  \u9650\u6d41\/\u4f1a\u8bdd) \u2502              \u2502  \u63a8\u8350\u7b97\u6cd5)    \u2502             \u2502  ELK\/\u544a\u8b66)    \u2502<br \/>\n              \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518              \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518             \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<h3>\u4e09\u3001\u6838\u5fc3\u7b97\u6cd5\u5c01\u88c5<\/h3>\n<h4>3.1 \u7b97\u6cd5\u5c42\u4e0e\u63a5\u53e3\u5c42\u5206\u79bb<\/h4>\n<p>\u826f\u597d\u7684 API \u8bbe\u8ba1\u5e94\u8be5\u5c06\u7b97\u6cd5\u903b\u8f91\u4e0e\u63a5\u53e3\u903b\u8f91\u5206\u79bb\uff0c\u7b97\u6cd5\u5c42\u53ea\u8d1f\u8d23\u7eaf\u8ba1\u7b97\uff0c\u63a5\u53e3\u5c42\u8d1f\u8d23\u53c2\u6570\u6821\u9a8c\u3001\u8c03\u7528\u7b97\u6cd5\u3001\u683c\u5f0f\u5316\u54cd\u5e94\u3002\u8fd9\u6837\u7b97\u6cd5\u53ef\u4ee5\u72ec\u7acb\u6d4b\u8bd5\u548c\u590d\u7528\uff0c\u63a5\u53e3\u5c42\u53ef\u4ee5\u968f\u65f6\u66ff\u6362\u6846\u67b6\u3002<\/p>\n<p># app\/core\/name_scorer.py<br \/>\nfrom dataclasses import dataclass<br \/>\nfrom typing import Dict, List, Optional<\/p>\n<p>@dataclass<br \/>\nclass ScoreResult:<br \/>\n    \\&#8221;\\&#8221;\\&#8221;\u6253\u5206\u7ed3\u679c\u6570\u636e\u7c7b\\&#8221;\\&#8221;\\&#8221;<br \/>\n    name: str<br \/>\n    total_score: float<br \/>\n    level: str<br \/>\n    wuge: Dict[str, int]<br \/>\n    wuge_scores: Dict[str, float]<br \/>\n    sancai: Dict[str, str]<br \/>\n    sancai_level: str<br \/>\n    char_meanings: List[str]<\/p>\n<p>class NameScorer:<br \/>\n    \\&#8221;\\&#8221;\\&#8221;\u540d\u5b57\u6253\u5206\u5668\uff08\u7eaf\u7b97\u6cd5\uff0c\u65e0\u6846\u67b6\u4f9d\u8d56\uff09\\&#8221;\\&#8221;\\&#8221;<\/p>\n<p>    def __init__(self, char_db: dict):<br \/>\n        self.char_db = char_db  # \u6c49\u5b57\u5eb7\u7199\u7b14\u753b\u6570\u636e\u5e93<\/p>\n<p>    def score(self, surname: str, given_name: str,<br \/>\n              birth_date: Optional[str] = None) -&gt; ScoreResult:<br \/>\n        \\&#8221;\\&#8221;\\&#8221;<br \/>\n        \u8ba1\u7b97\u540d\u5b57\u7efc\u5408\u8bc4\u5206<br \/>\n        surname: \u59d3\u6c0f<br \/>\n        given_name: \u540d\u5b57<br \/>\n        birth_date: \u51fa\u751f\u65e5\u671f\uff08\u53ef\u9009\uff0c\u7528\u4e8e\u516b\u5b57\u4e94\u884c\u8bc4\u5206\uff09<br \/>\n        \\&#8221;\\&#8221;\\&#8221;<br \/>\n        # 1. \u8ba1\u7b97\u4e94\u683c<br \/>\n        wuge = self._calculate_wuge(surname, given_name)<\/p>\n<p>        # 2. \u4e94\u683c\u6570\u7406\u8bc4\u5206<br \/>\n        wuge_scores = self._score_wuge(wuge)<\/p>\n<p>        # 3. \u4e09\u624d\u914d\u7f6e\u5224\u5b9a<br \/>\n        sancai = self._calculate_sancai(wuge)<br \/>\n        sancai_level, sancai_score = self._judge_sancai(sancai)<\/p>\n<p>        # 4. \u7efc\u5408\u8bc4\u5206\uff08\u4e94\u683c80% + \u4e09\u624d20%\uff09<br \/>\n        wuge_weighted = (<br \/>\n            wuge_scores[\\&#8221;ren_ge\\&#8221;] * 0.30 +<br \/>\n            wuge_scores[\\&#8221;zong_ge\\&#8221;] * 0.25 +<br \/>\n            wuge_scores[\\&#8221;di_ge\\&#8221;] * 0.20 +<br \/>\n            wuge_scores[\\&#8221;tian_ge\\&#8221;] * 0.15 +<br \/>\n            wuge_scores[\\&#8221;wai_ge\\&#8221;] * 0.10<br \/>\n        )<br \/>\n        total_score = wuge_weighted * 0.8 + sancai_score * 0.2<\/p>\n<p>        # 5. \u7b49\u7ea7\u5212\u5206<br \/>\n        level = self._score_level(total_score)<\/p>\n<p>        # 6. \u5b57\u4e49\u89e3\u91ca<br \/>\n        char_meanings = [<br \/>\n            self.char_db.get(c, {}).get(\\&#8221;definition\\&#8221;, \\&#8221;\\&#8221;)<br \/>\n            for c in given_name<br \/>\n        ]<\/p>\n<p>        return ScoreResult(<br \/>\n            name=surname + given_name,<br \/>\n            total_score=round(total_score, 1),<br \/>\n            level=level,<br \/>\n            wuge=wuge,<br \/>\n            wuge_scores=wuge_scores,<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e00\u3001\u524d\u8a00<br \/>\n\u5728\u5fae\u670d\u52a1\u67b6\u6784\u548c\u524d\u540e\u7aef\u5206\u79bb\u7684\u8d8b\u52bf\u4e0b\uff0cAPI 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