{"id":25380,"date":"2024-01-09T10:03:31","date_gmt":"2024-01-09T01:03:31","guid":{"rendered":"https:\/\/www.skyarch.net\/blog\/?p=25380"},"modified":"2024-01-09T10:03:31","modified_gmt":"2024-01-09T01:03:31","slug":"sqlalchemy%e3%81%a7%e7%94%9fsql%e3%82%92%e7%99%ba%e8%a1%8c%e3%81%97%e3%81%a6%e5%a4%a7%e9%87%8f%e3%83%87%e3%83%bc%e3%82%bf%e3%81%ae%e5%8f%96%e5%be%97%e3%82%92%e9%ab%98%e9%80%9f%e5%8c%96%e3%81%97","status":"publish","type":"post","link":"https:\/\/www.skyarch.net\/blog\/sqlalchemy%e3%81%a7%e7%94%9fsql%e3%82%92%e7%99%ba%e8%a1%8c%e3%81%97%e3%81%a6%e5%a4%a7%e9%87%8f%e3%83%87%e3%83%bc%e3%82%bf%e3%81%ae%e5%8f%96%e5%be%97%e3%82%92%e9%ab%98%e9%80%9f%e5%8c%96%e3%81%97\/","title":{"rendered":"SQLAlchemy\u3067\u751fSQL\u3092\u767a\u884c\u3057\u3066\u5927\u91cf\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u3092\u9ad8\u901f\u5316\u3057\u3066\u307f\u305f"},"content":{"rendered":"<h2>\u306f\u3058\u3081\u306b<\/h2>\n<p>SQLAlchemy\u3092\u4f7f\u7528\u3057\u305f\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u306e\u30a8\u30f3\u30cf\u30f3\u30b9\u3092\u62c5\u5f53\u3057\u305f\u3068\u304d\u306b\u3001\u5927\u91cf\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u6271\u3046\u30b7\u30fc\u30f3\u306b\u76f4\u9762\u3057\u307e\u3057\u305f\u3002<br \/>\n\u6570\u5341\u4e07\u4ef6\u7a0b\u5ea6\u306e\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u3068\u304d\u306b\u51e6\u7406\u6642\u9593\u304c\u9577\u304f\u306a\u308a\u3001\u6027\u80fd\u306e\u52a3\u5316\u3092\u61f8\u5ff5\u3057\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u6539\u5584\u306b\u5411\u3051\u3066\u8a66\u884c\u932f\u8aa4\u3057\u305f\u5185\u5bb9\u3092\u30d6\u30ed\u30b0\u306b\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n<p>\u306a\u304a\u3001\u30bf\u30a4\u30c8\u30eb\u306e\u901a\u308aSQLAlchemy\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u7d50\u5c40\u306f\u751fSQL\u3092\u767a\u884c\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u51e6\u7406\u901f\u5ea6\u3092\u65e9\u304f\u3059\u308b\u9078\u629e\u80a2\u306e\u4e00\u3064\u3068\u3057\u3066\u3054\u53c2\u8003\u306b\u306a\u308c\u3070\u3068\u601d\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u76ee\u6b21<\/h2>\n<ul>\n<li><a href=\"#env\">\u5b9f\u884c\u74b0\u5883<\/a><\/li>\n<li><a href=\"#normal\">\u901a\u5e38\u306e\u53d6\u5f97\u65b9\u6cd5<\/a><\/li>\n<li><a href=\"#core\">Core\u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u305f\u53d6\u5f97\u65b9\u6cd5<\/a><\/li>\n<li><a href=\"#rawsql\">\u751fSQL\u3092\u5b9f\u884c\u3059\u308b\u53d6\u5f97\u65b9\u6cd5<\/a><\/li>\n<li><a href=\"#matome\">\u307e\u3068\u3081<\/a><\/li>\n<\/ul>\n<h2 id=\"env\">\u5b9f\u884c\u74b0\u5883<\/h2>\n<ul>\n<li>requirements.txt<\/li>\n<\/ul>\n<pre title=\"requirements.txt\">sqlalchemy==2.0.23\npymysql==1.1.0\n<\/pre>\n<ul>\n<li>DB<br \/>\n\u4e0b\u56f3\u306e\u3088\u3046\u306a\u69cb\u6210\u3067\u3001employee\u30c6\u30fc\u30d6\u30eb\u306b\u4f8b\u3068\u3057\u3066100\u4e07\u4ef6\u30c7\u30fc\u30bf\u304c\u5b58\u5728\u3059\u308b\u72b6\u614b\u3067\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/tables_ER.png\" alt=\"\" width=\"681\" height=\"343\" class=\"alignnone size-full wp-image-25126\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/tables_ER.png 681w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2023\/12\/tables_ER-300x151.png 300w\" sizes=\"auto, (max-width: 681px) 100vw, 681px\" \/><\/p>\n<\/li>\n<li>\n<p>Database<\/p>\n<\/li>\n<\/ul>\n<pre lang=\"python\" title=\"database.py\">from sqlalchemy import create_engine\nfrom sqlalchemy.ext.declarative import declarative_base\nfrom sqlalchemy.orm import scoped_session, sessionmaker\n\n# \u63a5\u7d9a\u5148DB\u306e\u8a2d\u5b9a\nDATABASE = \"mysql+pymysql:\/\/{username}:{password}@{hostname}\/{database}?charset={charset}\"\n\n# Engine \u306e\u4f5c\u6210\nEngine = create_engine(DATABASE, echo={echo}, pool_recycle={recycle})\nBase = declarative_base()\n\n# Session\u306e\u4f5c\u6210\nsession = scoped_session(sessionmaker(autocommit=False, autoflush=False, bind=Engine, info={\"in_transaction\": False}))\n\n<\/pre>\n<ul>\n<li>Model<\/li>\n<\/ul>\n<pre lang=\"python\" title=\"employee.py\">from datetime import datetime\nfrom database.database import Base\nfrom sqlalchemy import Column\nfrom sqlalchemy.dialects.mysql.types import INTEGER, CHAR, VARCHAR, DATETIME\n\n\nclass Employee(Base):\n    __tablename__ = \"employee\"\n\n    employee_id: Column[int] = Column(INTEGER, primary_key=True, nullable=False, autoincrement=True)\n    section_id: Column[str] = Column(VARCHAR(10), primary_key=True, nullable=False)\n    employee_name: Column[str] = Column(VARCHAR(64), nullable=False)\n    hire_date: Column[datetime] = Column(DATETIME, nullable=False)\n    post: Column[str] = Column(CHAR(2), nullable=False)\n    sex: Column[str] = Column(CHAR(1), nullable=False)\n    birth_day: Column[datetime] = Column(DATETIME, nullable=False)\n\n<\/pre>\n<h2 id=\"normal\">\u901a\u5e38\u306e\u53d6\u5f97\u65b9\u6cd5<\/h2>\n<p>\u4e0b\u8a18\u30b3\u30fc\u30c9\u306e\u3088\u3046\u306b<code>session.query<\/code>\u3067\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/p>\n<pre lang=\"python\" title=\"query_all.py\" class=\"mark:9\">\nfrom datetime import datetime\nfrom database.database import session\nfrom model.employee import Employee\n\n# \u958b\u59cb\u6642\u9593\u3092\u53d6\u5f97\nstart_datetime = datetime.now()\n\n# 100\u4e07\u4ef6\u53d6\u5f97(all)\nemployee_list: list[Employee] = session.query(Employee).all()\n\n# \u7d42\u4e86\u6642\u9593\u3092\u53d6\u5f97\nfinish_datetime = datetime.now()\n\n# \u51e6\u7406\u6642\u9593\u3092\u51fa\u529b\nprint(\"\u51e6\u7406\u6642\u9593: \" + str(finish_datetime - start_datetime))\n<\/pre>\n<p>\u51e6\u7406\u6642\u9593:<b>0:00:33.686847(\u7d0433\u79d2)<\/b><\/p>\n<p>\u3061\u306a\u307f\u306b\u691c\u7d22\u6761\u4ef6\u3092\u6307\u5b9a\u3059\u308b\u5834\u5408\u306f\u4e0b\u8a18\u306e\u3088\u3046\u306b<code>filter<\/code>\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n<pre lang=\"python\" title=\"query_all_condition.py\" class=\"mark:2\">\n# \u6761\u4ef6\u3092\u6307\u5b9a\u3059\u308b\u5834\u5408\nemployee_list: list[Employee] = session.query(Employee).filter(Employee.employee_id == \"xxxxx\").all()\n<\/pre>\n<p>\u53d6\u5f97\u7d50\u679c\u306f\u4e0b\u8a18\u306e\u3088\u3046\u306b\u53c2\u7167\u3057\u307e\u3059\u3002<br \/>\nORM\u3067\u3059\u306e\u3067\u30e2\u30c7\u30eb\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3067\u5024\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002<br \/>\n\u30eb\u30fc\u30d7\u90e8\u5206\u306f\u5185\u5305\u8868\u8a18\u3067\u66f8\u304f\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre lang=\"python\" title=\"query_all_result.py\" class=\"mark:3\">\n# \u53d6\u5f97\u7d50\u679c\u306e\u53c2\u7167\u65b9\u6cd5\nfor employee in employee_list:\n    print(employee.employee_name)\n<\/pre>\n<h2 id=\"core\">Core\u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u305f\u53d6\u5f97\u65b9\u6cd5<\/h2>\n<p>\u4e0b\u8a18\u30b3\u30fc\u30c9\u306e\u3088\u3046\u306b<code>select<\/code>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<br \/>\n<a href=\"https:\/\/docs.sqlalchemy.org\/en\/20\/tutorial\/data_select.html\" title=\"SELECT \u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u306e\u4f7f\u7528\" target=\"_blank\" rel=\"noopener noreferrer\">SELECT \u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u306e\u4f7f\u7528<\/a><br \/>\nCore\u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u306e\u3067ORM\u6a5f\u80fd\u306f\u5229\u7528\u3067\u304d\u307e\u305b\u3093\u3002<br \/>\n\u305d\u306e\u305f\u3081\u3001\u53d6\u5f97\u7d50\u679c\u306f\u30bf\u30d7\u30eb\u306e\u30ea\u30b9\u30c8\u3068\u306a\u308a\u3001\u30e2\u30c7\u30eb\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u3067\u53d6\u5f97\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u306a\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<pre lang=\"python\" title=\"core_select.py\" class=\"mark:4,10-19\">\nfrom datetime import datetime\nfrom database.database import session\nfrom model.employee import Employee\nfrom sqlalchemy import select\n\n# \u958b\u59cb\u6642\u9593\u3092\u53d6\u5f97\nstart_datetime = datetime.now()\n\n# 100\u4e07\u4ef6\u53d6\u5f97(core)\nselect_statement = select(\n    Employee.employee_id,\n    Employee.section_id,\n    Employee.employee_name,\n    Employee.hire_date,\n    Employee.post,\n    Employee.sex,\n    Employee.birth_day\n)\nemployee_list = session.execute(select_statement)\n\n# \u7d42\u4e86\u6642\u9593\u3092\u53d6\u5f97\nfinish_datetime = datetime.now()\n\n# \u51e6\u7406\u6642\u9593\u3092\u51fa\u529b\nprint(\"\u51e6\u7406\u6642\u9593: \" + str(finish_datetime - start_datetime))\n<\/pre>\n<p>\u51e6\u7406\u6642\u9593:<b>0:00:22.771209(\u7d0422\u79d2)<\/b><br \/>\n\u5c11\u3057\u65e9\u304f\u306a\u308a\u307e\u3057\u305f\uff01<br \/>\n\u3082\u3057\u304b\u3057\u305f\u3089\u53d6\u5f97\u7d50\u679c\u3068\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3068\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304c\u81a8\u5927\u306a\u4ef6\u6570\u306e\u305f\u3081\u3001\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u306b\u306a\u3063\u3066\u3044\u305f\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u306d\u3002<\/p>\n<p>\u691c\u7d22\u6761\u4ef6\u3092\u6307\u5b9a\u3059\u308b\u5834\u5408\u306f\u4e0b\u8a18\u306e\u3088\u3046\u306b<code>where<\/code>\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n<pre lang=\"python\" title=\"core_select_condition.py\" class=\"mark:10\">\n# \u6761\u4ef6\u3092\u6307\u5b9a\u3059\u308b\u5834\u5408\nselect_statement = select(\n    Employee.employee_id,\n    Employee.section_id,\n    Employee.employee_name,\n    Employee.hire_date,\n    Employee.post,\n    Employee.sex,\n    Employee.birth_day\n).where(Employee.employee_id == \"xxxxx\")\n<\/pre>\n<p>\u53d6\u5f97\u7d50\u679c\u306f\u4e0b\u8a18\u306e\u3088\u3046\u306b\u5217\u756a\u53f7\u3092\u6307\u5b9a\u3057\u3066\u53c2\u7167\u3057\u307e\u3059\u3002<br \/>\n\u3053\u3061\u3089\u3082\u30eb\u30fc\u30d7\u90e8\u5206\u306f\u5185\u5305\u8868\u8a18\u3067\u66f8\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre lang=\"python\" title=\"query_all_result.py\" class=\"mark:4\">\n# \u53d6\u5f97\u7d50\u679c\u306e\u53c2\u7167\u65b9\u6cd5\nfor employee in employee_list:\n    # employee_name\u3092\u53d6\u5f97\u3059\u308b\u5834\u5408\n    print(employee[2])\n<\/pre>\n<h2 id=\"rawsql\">\u751fSQL\u3092\u5b9f\u884c\u3059\u308b\u53d6\u5f97\u65b9\u6cd5<\/h2>\n<p>SQLAlchemy\u3067\u306f\u8a18\u8ff0\u3057\u305f\u30b3\u30fc\u30c9\u304b\u3089\u30af\u30a8\u30ea\u3092\u81ea\u52d5\u3067\u4f5c\u6210\u3057\u3066\u304f\u308c\u308b\u6a5f\u80fd\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\nCore\u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u305f\u53d6\u5f97\u65b9\u6cd5\u3067\u306f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u3092\u884c\u308f\u306a\u3044\u3053\u3068\u3067\u51e6\u7406\u901f\u5ea6\u304c\u901f\u304f\u306a\u308a\u307e\u3057\u305f\u3002<br \/>\n\u306a\u3089\u3070\u3001\u30b3\u30fc\u30c9\u4e0a\u3067\u751f\u306eSQL\u3092\u6307\u5b9a\u3059\u308c\u3070\u30af\u30a8\u30ea\u81ea\u52d5\u4f5c\u6210\u306e\u51e6\u7406\u6642\u9593\u5206\u65e9\u304f\u306a\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u2026\uff1f\u3068\u3044\u3046\u3053\u3068\u3067\u691c\u8a3c\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n<pre lang=\"python\" title=\"raw_sql.py\" class=\"mark:3,9-10\">\nfrom datetime import datetime\nfrom database.database import session\nfrom sqlalchemy import text\n\n# \u958b\u59cb\u6642\u9593\u3092\u53d6\u5f97\nstart_datetime = datetime.now()\n\n# 100\u4e07\u4ef6\u53d6\u5f97(raw)\nquery = text(\"SELECT * FROM employee;\")\nemployee_list = session.execute(query)\n\n# \u7d42\u4e86\u6642\u9593\u3092\u53d6\u5f97\nfinish_datetime = datetime.now()\n\n# \u51e6\u7406\u6642\u9593\u3092\u51fa\u529b\nprint(\"\u51e6\u7406\u6642\u9593: \" + str(finish_datetime - start_datetime))\n<\/pre>\n<p>\u51e6\u7406\u6642\u9593:<b>0:00:18.334187(\u7d0418\u79d2)<\/b><br \/>\n\u308f\u305a\u304b\u306b\u65e9\u304f\u306a\u308a\u307e\u3057\u305f\uff01<br \/>\n\u76f4\u9762\u3057\u305f\u554f\u984c\u306b\u5bfe\u3057\u3066\u306f\u3053\u306e\u65b9\u6cd5\u3067\u5bfe\u5fdc\u3059\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u691c\u7d22\u6761\u4ef6\u3092\u6307\u5b9a\u3059\u308b\u5834\u5408\u306f\u4e0b\u8a18\u306e\u3088\u3046\u306b<code>bindparam<\/code>\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n<pre lang=\"python\" title=\"raw_sql_condition.py\" class=\"mark:3\">\n# \u6761\u4ef6\u3092\u6307\u5b9a\u3059\u308b\u5834\u5408\nfrom sqlalchemy import text, bindparam\nquery = text(\"SELECT * FROM employee WHERE employee_id = :employee_id;\").bindparams(bindparam(\"employee_id\", \"xxxxx\"))\n<\/pre>\n<p>\u53d6\u5f97\u7d50\u679c\u306fCore\u6a5f\u80fd\u3068\u540c\u69d8\u306b\u30bf\u30d7\u30eb\u306e\u30ea\u30b9\u30c8\u3068\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u5217\u756a\u53f7\u3092\u6307\u5b9a\u3057\u3066\u53c2\u7167\u3057\u307e\u3059\u3002<br \/>\n\u3053\u3061\u3089\u3082\u30eb\u30fc\u30d7\u90e8\u5206\u306f\u5185\u5305\u8868\u8a18\u3067\u66f8\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre lang=\"python\" title=\"raw_sql_result.py\" class=\"mark:4\">\n# \u53d6\u5f97\u7d50\u679c\u306e\u53c2\u7167\u65b9\u6cd5\nfor employee in employee_list:\n    # employee_name\u3092\u53d6\u5f97\u3059\u308b\u5834\u5408\n    print(employee[2])\n<\/pre>\n<h2 id=\"matome\">\u307e\u3068\u3081<\/h2>\n<p>\u5b9f\u65bd\u5185\u5bb9\u3068\u7d50\u679c\u306f\u4e0b\u8a18\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5b9f\u65bd\u5185\u5bb9<\/th>\n<th>\u51e6\u7406\u6642\u9593<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u901a\u5e38\u306e\u53d6\u5f97\u65b9\u6cd5<\/td>\n<td>\u7d0433\u79d2<\/td>\n<\/tr>\n<tr>\n<td>Core\u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u305f\u53d6\u5f97\u65b9\u6cd5<\/td>\n<td>\u7d0422\u79d2<\/td>\n<\/tr>\n<tr>\n<td>\u751fSQL\u3092\u5b9f\u884c\u3059\u308b\u53d6\u5f97\u65b9\u6cd5<\/td>\n<td>\u7d0418\u79d2<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u751f\u306eSQL\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u51e6\u7406\u6642\u9593\u304c\u65e9\u304f\u306a\u308a\u307e\u3057\u305f\u3002<br \/>\nSQLAlchemy\u3092\u4f7f\u7528\u3057\u3066\u304a\u304d\u306a\u304c\u3089\u3053\u306e\u3088\u3046\u306a\u4f7f\u3044\u65b9\u306f\u7533\u3057\u8a33\u306a\u3055\u304c\u3042\u308a\u307e\u3059\u304c\u2026\u30e9\u30a4\u30d6\u30e9\u30ea\u3084\u8a00\u8a9e\u3092\u5909\u66f4\u3067\u304d\u306a\u3044\u72b6\u6cc1\u306b\u304a\u3044\u3066\u306f\u9078\u629e\u80a2\u306e\u4e00\u3064\u306b\u306a\u308b\u304b\u306a\u3068\u601d\u3044\u307e\u3057\u305f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u306f\u3058\u3081\u306b SQLAlchemy\u3092\u4f7f\u7528\u3057\u305f\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u306e\u30a8\u30f3\u30cf\u30f3\u30b9\u3092\u62c5\u5f53\u3057\u305f\u3068\u304d\u306b\u3001\u5927\u91cf\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u6271\u3046\u30b7\u30fc\u30f3\u306b\u76f4\u9762\u3057\u307e\u3057\u305f\u3002 \u6570\u5341\u4e07\u4ef6\u7a0b\u5ea6\u306e\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u3068\u304d\u306b\u51e6\u7406\u6642\u9593\u304c\u9577\u304f\u306a\u308a\u3001\u6027\u80fd\u306e\u52a3\u5316\u3092\u61f8\u5ff5\u3057\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u6539\u5584\u306b&#8230;<\/p>\n","protected":false},"author":201,"featured_media":25128,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_locale":"ja","_original_post":"https:\/\/www.skyarch.net\/blog\/?p=25380","footnotes":""},"categories":[24,23,9],"tags":[1269],"class_list":{"0":"post-25380","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-mysql","8":"category-23","9":"category-dev","10":"tag-sqlalchemy","11":"ja"},"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/posts\/25380","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/users\/201"}],"replies":[{"embeddable":true,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/comments?post=25380"}],"version-history":[{"count":4,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/posts\/25380\/revisions"}],"predecessor-version":[{"id":27227,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/posts\/25380\/revisions\/27227"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/media\/25128"}],"wp:attachment":[{"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/media?parent=25380"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/categories?post=25380"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/tags?post=25380"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}