{"id":24136,"date":"2025-11-18T03:36:06","date_gmt":"2025-11-18T03:36:06","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=24136"},"modified":"2025-11-18T03:36:06","modified_gmt":"2025-11-18T03:36:06","slug":"15%e5%88%86%e3%81%a7%e3%82%8f%e3%81%8b%e3%82%8b-apache-airflow-%e5%85%a5%e9%96%80-abeja-tech-blog","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/24136\/","title":{"rendered":"15\u5206\u3067\u308f\u304b\u308b Apache Airflow \u5165\u9580 &#8211; ABEJA Tech Blog"},"content":{"rendered":"\n<\/p>\n<div id=\"\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/t\/twada525\/20251029\/20251029155256.png\" width=\"800\" height=\"450\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/p>\n<h2 id=\"\u306f\u3058\u3081\u306b\">\u306f\u3058\u3081\u306b<\/h2>\n<p>\u3053\u3093\u306b\u3061\u306f\uff01\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5171\u901a\u57fa\u76e4\u30b0\u30eb\u30fc\u30d7\u3067\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u3057\u3066\u3044\u308b\u548c\u7530\u3067\u3059\u3002\u6700\u8fd1\u3001\u958b\u767a\u3092\u3057\u3066\u3044\u308b\u4e2d\u3067\u3001\u4f55\u304c\u3001\u3044\u3064\u3001\u3069\u306e\u9806\u756a\u3067\u30bf\u30b9\u30af\u304c\u5b9f\u884c\u3055\u308c\u308b\u304b\u3092\u660e\u78ba\u306b\u3057\u3066\u3001\u5b9f\u884c\u72b6\u6cc1\u3092\u76e3\u8996\u3057\u3064\u3064\u81ea\u52d5\u5316\u3057\u305f\u3044\u3068\u3044\u3046\u30cb\u30fc\u30ba\u304c\u3067\u3066\u304d\u307e\u3057\u305f\u3002\u305d\u3053\u3067\u8abf\u67fb\u3092\u9032\u3081\u305f\u3068\u3053\u308d\u3001Apache Airflow\u306f\u591a\u304f\u306e\u4f01\u696d\u3067\u5229\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u6709\u529b\u306a\u5019\u88dc\u3060\u3068\u8003\u3048\u307e\u3057\u305f\u3002<\/p>\n<h2 id=\"Apache-Airflow\u3063\u3066\u4f55\">Apache Airflow\u3063\u3066\u4f55\uff1f<\/h2>\n<p>Airflow\u306f\u3001\u3056\u3063\u304f\u308a\u8a00\u3046\u3068\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u304b\u5b9a\u671f\u30b8\u30e7\u30d6\u3092\u81ea\u52d5\u3067\u3044\u3044\u611f\u3058\u306b\u56de\u3057\u3066\u304f\u308c\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u300c\u671d6\u6642\u306bAPI\u53e9\u3044\u3066\u30c7\u30fc\u30bf\u53d6\u308b \u2192 \u52a0\u5de5\u3059\u308b \u2192 \u7d50\u679c\u3092DB\u306b\u7a81\u3063\u8fbc\u3080 \u2192 Slack\u306b\u901a\u77e5\u300d\u306e\u3088\u3046\u306a\u6d41\u308c\u3092\u5168\u90e8\u307e\u3068\u3081\u3066\u7ba1\u7406\u3067\u304d\u307e\u3059\u3002cron\u306a\u3069\u3067\u66f8\u304f\u3068\u4f9d\u5b58\u95a2\u4fc2\u3084\u5931\u6557\u6642\u306e\u518d\u5b9f\u884c\u304c\u9762\u5012\u3067\u3059\u304c\u3001Airflow\u306f\u305d\u308c\u3092<strong>\u300cDAG\u300d<\/strong>\u3068\u3044\u3046\u5f62\u3067\u6574\u7406\u3057\u3066\u7c21\u5358\u306b\u7ba1\u7406\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2 id=\"\u57fa\u672c\u306e\u8003\u3048\u65b9\">\u57fa\u672c\u306e\u8003\u3048\u65b9<\/h2>\n<h3 id=\"DAGDirected-Acyclic-Graph\">DAG\uff08Directed Acyclic Graph\uff09<\/h3>\n<p>DAG\u306f<strong>\u30bf\u30b9\u30af\u306e\u6d41\u308c\u56f3<\/strong>\u3067\u3001\u3069\u306e\u30bf\u30b9\u30af\u304c\u3069\u306e\u9806\u756a\u3067\u52d5\u304f\u304b\u3092\u77e2\u5370\u3067\u3064\u306a\u3052\u975e\u5de1\u56de\u306e\u30bf\u30b9\u30af\u306e\u9806\u756a\u3092\u56f3\u793a\u3057\u305f\u3082\u306e\u3067\u3059\u3002\u300c\u975e\u5de1\u56de\u300d\u3063\u3066\u306e\u306f\u3001\u30eb\u30fc\u30d7\u3057\u306a\u3044\u3068\u3044\u3046\u610f\u5473\u3067\u3001\u300cA\u2192B\u2192C\u300d\u3067\u7d42\u308f\u308a\u3001A\u306b\u623b\u3063\u305f\u308a\u3057\u306a\u3044\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n<h3 id=\"\u30bf\u30b9\u30af\">\u30bf\u30b9\u30af<\/h3>\n<p>DAG\u3092\u69cb\u6210\u3059\u308b\u500b\u3005\u306e\u51e6\u7406\u306e\u3053\u3068\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u300c\u30c7\u30fc\u30bf\u3092S3\u304b\u3089\u53d6\u308b\u300d\u3068\u304b\u300cPython\u95a2\u6570\u3092\u5b9f\u884c\u300d\u3068\u304b\u3067\u3001\u3053\u306e\uff11\u500b\uff11\u500b\u3092Operator\u3068\u3044\u3046\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3067\u4f5c\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"Operator\">Operator<\/h3>\n<p>Operator\u306b\u306f\u69d8\u3005\u306a\u3082\u306e\u304c\u3042\u308a\u3001<\/p>\n<ul>\n<li><code>PythonOperator<\/code>\uff1aPython\u95a2\u6570\u3092\u52d5\u304b\u3059<\/li>\n<li><code>BashOperator<\/code>\uff1abash\u30b3\u30de\u30f3\u30c9\u3092\u52d5\u304b\u3059<\/li>\n<li><code>EmailOperator<\/code>\uff1a\u30e1\u30fc\u30eb\u9001\u308b<\/li>\n<\/ul>\n<p>\u4ed6\u306b\u3082\u300cGoogleCloudStorageOperator\u300d\u3084\u300cSlackWebhookOperator\u300d\u306a\u3069\u306e\u5c02\u7528\u306e\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002\u4fbf\u5229\u3067\u3059\u306d\u3002<\/p>\n<h2 id=\"Airflow\u306e\u4e2d\u8eab\u3056\u3063\u304f\u308a\u69cb\u6210\">Airflow\u306e\u4e2d\u8eab\uff08\u3056\u3063\u304f\u308a\u69cb\u6210\uff09<\/h2>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/t\/twada525\/20251029\/20251029130352.png\" width=\"744\" height=\"484\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<div class=\"s_table\"><table>\n<thead>\n<tr>\n<th> \u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8 <\/th>\n<th> \u5f79\u5272 <\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td> <strong>Webserver<\/strong> <\/td>\n<td> Web UI\u3002DAG\u306e\u72b6\u614b\u3068\u304b\u30ed\u30b0\u3092\u898b\u305f\u308a\u3001\u624b\u52d5\u5b9f\u884c\u3057\u305f\u308a\u3067\u304d\u308b\u3002 <\/td>\n<\/tr>\n<tr>\n<td> <strong>Scheduler<\/strong> <\/td>\n<td> DAG\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3092\u898b\u3066\u300c\u305d\u308d\u305d\u308d\u3053\u306e\u30bf\u30b9\u30af\u8d70\u3089\u305b\u308b\u304b\u300d\u3092\u5224\u65ad\u3057\u3066\u8d77\u52d5\u3059\u308b\u3082\u306e\u3002 <\/td>\n<\/tr>\n<tr>\n<td> <strong>Executor<\/strong> <\/td>\n<td> \u5b9f\u969b\u306b\u30bf\u30b9\u30af\u3092\u52d5\u304b\u3059\u5b9f\u884c\u30a8\u30f3\u30b8\u30f3\u3002\u30ed\u30fc\u30ab\u30eb\u3067\u52d5\u304b\u3059\u304b\u3001Celery\u3084Kubernetes\u4f7f\u3046\u304b\u3067\u30b9\u30b1\u30fc\u30eb\u304c\u5909\u308f\u308b\u3002 <\/td>\n<\/tr>\n<tr>\n<td> <strong>Metadata DB<\/strong> <\/td>\n<td> DAG\u306e\u72b6\u614b\u3068\u304b\u30bf\u30b9\u30af\u306e\u5c65\u6b74\u3092\u5168\u90e8\u4fdd\u5b58\u3057\u3066\u304a\u304fDB\u3002 <\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<p>\u3053\u308c\u3089\u304c\u9023\u643a\u3057\u3066\u3001Airflow\u304c\u52d5\u304d\u307e\u3059\u3002<\/p>\n<h2 id=\"\u5b9f\u969b\u306b\u52d5\u304b\u3057\u3066\u307f\u308b\">\u5b9f\u969b\u306b\u52d5\u304b\u3057\u3066\u307f\u308b<\/h2>\n<p>\u516c\u5f0f\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u306b\u57fa\u3065\u3044\u3066\u7c21\u6613\u5b9f\u88c5\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fairflow.apache.org%2Fdocs%2Fapache-airflow%2Fstable%2Fhowto%2Fdocker-compose%2Findex.html%3Futm_source%3Dchatgpt.com\" title=\"Running Airflow in Docker \u2014 Airflow 3.1.3 Documentation\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/airflow.apache.org\/docs\/apache-airflow\/stable\/howto\/docker-compose\/index.html?utm_source=chatgpt.com\">airflow.apache.org<\/a><\/cite><\/p>\n<h3 id=\"1-\u516c\u5f0f-compose-\u306e\u53d6\u5f97\">1. \u516c\u5f0f compose \u306e\u53d6\u5f97<\/h3>\n<p>\u3053\u306e compose \u306f CeleryExecutor \u69cb\u6210\u3067\u3001webserver \/ scheduler \/ worker \/ triggerer \/ postgres \/ redis (\/ flower \u4efb\u610f) \u304c\u4e00\u5f0f\u305d\u308d\u3063\u3066\u308b\u305f\u3081\u3001\u3053\u3061\u3089\u3092\u53d6\u5f97\u3057\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n<pre class=\"code lang-sh\" data-lang=\"sh\" data-unlink=\"\">\ncurl <span class=\"synSpecial\">-LfO<\/span> <span class=\"synStatement\">'<\/span><span class=\"synConstant\">https:\/\/airflow.apache.org\/docs\/apache-airflow\/3.1.0\/docker-compose.yaml<\/span><span class=\"synStatement\">'<\/span>\n<\/pre>\n<h3 id=\"2-\u5171\u6709\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u7528\u610fDAG\u30ed\u30b0\u30d7\u30e9\u30b0\u30a4\u30f3\u8a2d\u5b9a\">2. \u5171\u6709\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u7528\u610f\uff08DAG\/\u30ed\u30b0\/\u30d7\u30e9\u30b0\u30a4\u30f3\/\u8a2d\u5b9a\uff09<\/h3>\n<pre class=\"code lang-sh\" data-lang=\"sh\" data-unlink=\"\"><span class=\"synStatement\">mkdir<\/span> <span class=\"synSpecial\">-p<\/span> .\/dags .\/logs .\/plugins .\/config\n<\/pre>\n<h3 id=\"3-\u6a29\u9650\u7528\u306e-env-\u3092\u7f6e\u304f\">3. \u6a29\u9650\u7528\u306e .env \u3092\u7f6e\u304f<\/h3>\n<p>\u516c\u5f0f\u304cLinux\u306f\u63a8\u5968\u3057\u3066\u3044\u307e\u3059\u3002\u50d5\u306fMacOS\u3067\u306a\u304f\u3066\u3082\u52d5\u304d\u307e\u3059\u304c\u3001up\u3057\u305f\u969b\u306b\u8b66\u544a\u304c\u3067\u3066\u304d\u3066\u6bce\u56de\u8b66\u544a\u3092\u898b\u308b\u306e\u3082\u5acc\u3060\u3063\u305f\u306e\u3067\u4e00\u5fdc\u5b9f\u884c\u3057\u307e\u3057\u305f\u3002<\/p>\n<ul>\n<li>\n<p><strong>macOS<\/strong>\uff1a\u306a\u304f\u3066\u3082\u52d5\u304d\u307e\u3059\u304c\u304c\u3001\u8b66\u544a\u3092\u6d88\u3057\u305f\u3044\u306a\u3089\u56fa\u5b9a\u3067OK\u3067\u3059\u3002<\/p>\n<pre><code class=\"``sh\">  echo 'AIRFLOW_UID=50000' &gt; .env\n<\/code><\/pre>\n<\/li>\n<li>\n<p><strong>Linux<\/strong>\uff1a\u81ea\u5206\u306eUID\u3092\u5165\u308c\u308b\uff08\u30ed\u30b0\u30fb\u8a2d\u5b9a\u66f8\u304d\u8fbc\u307f\u306e\u6a29\u9650\u5bfe\u7b56\uff09<\/p>\n<pre><code class=\"``sh\">  echo \"AIRFLOW_UID=$(id -u)\" &gt; .env\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<h3 id=\"4-\u521d\u671f\u5316DB-\u30de\u30a4\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3--\u521d\u56de\u30e6\u30fc\u30b6\u30fc\u4f5c\u6210\">4. \u521d\u671f\u5316\uff08DB \u30de\u30a4\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3 &amp; \u521d\u56de\u30e6\u30fc\u30b6\u30fc\u4f5c\u6210\uff09<\/h3>\n<pre class=\"code lang-sh\" data-lang=\"sh\" data-unlink=\"\">docker compose up airflow-init\n<\/pre>\n<h3 id=\"5-\u8d77\u52d5\">5. \u8d77\u52d5<\/h3>\n<p>Web UI \u306f <code>http:\/\/localhost:8080<\/code>\u3067\u8d77\u52d5\u3057\u307e\u3059\u3002\u521d\u671f\u30e6\u30fc\u30b6\u30fc\u306f <code>airflow \/ airflow<\/code>\u3067\u3059\u3002<\/p>\n<pre class=\"code lang-sh\" data-lang=\"sh\" data-unlink=\"\">\ndocker compose up <span class=\"synSpecial\">-d<\/span>\n\n\ndocker compose <span class=\"synSpecial\">--profile<\/span> flower up <span class=\"synSpecial\">-d<\/span>\n<\/pre>\n<h3 id=\"6-\u52d5\u4f5c\u78ba\u8a8d\">6. \u52d5\u4f5c\u78ba\u8a8d<\/h3>\n<p><code>\/dags\/hello.py<\/code> \u3092\u4f5c\u308b\u3060\u3051\u3067UI\u306b\u53cd\u6620\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u3067\uff11\u3064\u306e\u30ce\u30fc\u30c9\u3092\u4f5c\u6210\u3067\u304d\u307e\u3057\u305f\u3002\u3059\u3054\u304f\u7c21\u5358&#8230;\u3002<br \/>\n\u30b3\u30fc\u30c9\u306f\u3001\u76f4\u611f\u7684\u3067\u308f\u304b\u308a\u3084\u3059\u3044\u3067\u3059\u304c\u3001<code>catchup<\/code>\u304c\u308f\u304b\u3089\u306a\u304b\u3063\u305f\u306e\u3067\u8abf\u3079\u307e\u3057\u305f\u3002DAG\u3092\u65b0\u3057\u304f\u30c7\u30d7\u30ed\u30a4\u3057\u305f\u969b\u306b\u904e\u53bb\u5206\u306e\u5b9f\u884c\u304c\u51fa\u6765\u308b\u6a5f\u80fd\u306e\u3053\u3068\u3067\u3001<code>catchup=True<\/code>\u3068\u3059\u308b\u3053\u3068\u3067\u3001\u904e\u53bb\u306eDAG\u304c\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002<code>catchup=False<\/code>\u306f\u3001\u904e\u53bb\u306eDAG\u304c\u5168\u304f\u5b9f\u884c\u3055\u308c\u306a\u3044\u3068\u601d\u3044\u307e\u3057\u305f\u304c\u3001\u305d\u3046\u3067\u306f\u306a\u304f\u3001\u73fe\u5728\u3067\u306e\u6700\u65b0\u306einterval\u5b8c\u4e86\u5206\u306e\u307f\u3092\u5b9f\u884c\u3059\u308b\u3089\u3057\u3044\u3067\u3059\u3002<\/p>\n<pre class=\"code lang-python\" data-lang=\"python\" data-unlink=\"\"><span class=\"synPreProc\">from<\/span> airflow <span class=\"synPreProc\">import<\/span> DAG\n<span class=\"synPreProc\">from<\/span> airflow.operators.python <span class=\"synPreProc\">import<\/span> PythonOperator\n<span class=\"synPreProc\">from<\/span> datetime <span class=\"synPreProc\">import<\/span> datetime\n\n<span class=\"synStatement\">def<\/span> <span class=\"synIdentifier\">say_hello<\/span>():\n    <span class=\"synIdentifier\">print<\/span>(<span class=\"synConstant\">\"Hello Airflow!\"<\/span>)\n\n<span class=\"synStatement\">with<\/span> DAG(<span class=\"synConstant\">\"hello_dag\"<\/span>, start_date=datetime(<span class=\"synConstant\">2025<\/span>,<span class=\"synConstant\">1<\/span>,<span class=\"synConstant\">1<\/span>), schedule=<span class=\"synConstant\">\"@daily\"<\/span>, catchup=<span class=\"synIdentifier\">False<\/span>):\n    PythonOperator(task_id=<span class=\"synConstant\">\"hello\"<\/span>, python_callable=say_hello)\n<\/pre>\n<p>\u52d5\u4f5c\u78ba\u8a8d\u306f UI \u4e0a\u3067\u884c\u3044\u307e\u3059\u3002DAG \u753b\u9762\u304b\u3089\u300cRuns\u300d\u3092\u958b\u304d\u3001\u5bfe\u8c61\u306e Task Instance \u3092\u9078\u629e\u3057\u3066\u300cLogs\u300d\u30bf\u30d6\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u30ed\u30b0\u306b\u300cHello Airflow!\u300d\u3068\u8868\u793a\u3055\u308c\u3066\u3044\u308c\u3070\u3001\u6b63\u5e38\u306b\u5b9f\u884c\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<br \/>\n<span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/t\/twada525\/20251029\/20251029123623.png\" width=\"800\" height=\"244\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>\u305f\u3060\u3001\u3053\u306e\u69cb\u6210\u3060\u3051\u3067\u306f Airflow \u306e\u5229\u70b9\u304c\u4f1d\u308f\u308a\u306b\u304f\u3044\u305f\u3081\u3001TaskGroup \u3092\u4f7f\u3063\u3066\u30bf\u30b9\u30af\u3092\u30b0\u30eb\u30fc\u30d4\u30f3\u30b0\u3057\u3001\u6761\u4ef6\u306b\u5fdc\u3058\u3066\u5206\u5c90\u3055\u305b\u308b\u69cb\u6210\u306b\u3057\u307e\u3057\u305f\u3002\u5206\u5c90\u306f BranchPythonOperator \u3067\u5b9f\u88c5\u3057\u307e\u3057\u305f\u304c\u3001\u5206\u5c90\u3057\u306a\u304b\u3063\u305f\u5074\u304c SKIPPED \u3068\u306a\u308b\u305f\u3081\u3001\u305d\u306e\u307e\u307e\u3060\u3068\u5408\u6d41\u6642\u306b\u5b9f\u884c\u304c\u6b62\u307e\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002\u305d\u3053\u3067\u3001\u7d42\u7aef\uff08end\uff09\u3092\u30c7\u30d5\u30a9\u30eb\u30c8\u306e trigger_rule=all_success \u306e\u307e\u307e\u306b\u305b\u305a\u3001\u5408\u6d41\u30ce\u30fc\u30c9\u306e trigger_rule \u3092\u7de9\u548c\u3059\u308b\u3053\u3068\u3067\u3001\u6b63\u5e38\u306b\u5b8c\u4e86\u3059\u308b\u3088\u3046\u306b\u8abf\u6574\u3057\u307e\u3057\u305f\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/t\/twada525\/20251029\/20251029123630.png\" width=\"800\" height=\"299\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<h2 id=\"\u307e\u3068\u3081\">\u307e\u3068\u3081<\/h2>\n<p>\u5b9a\u671f\u7684\u306b\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u305f\u308a\u3001\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u30fb\u8a55\u4fa1\u30fb\u30ec\u30dd\u30fc\u30c8\u751f\u6210\u3068\u3044\u3063\u305f\u3001\u300c\u6c7a\u307e\u3063\u305f\u9806\u756a\u3067\u81ea\u52d5\u7684\u306b\u5b9f\u884c\u3057\u305f\u3044\u51e6\u7406\u300d\u3092 Airflow \u306b\u4efb\u305b\u308b\u306e\u306f\u3068\u3066\u3082\u76f8\u6027\u304c\u826f\u3044\u3068\u611f\u3058\u307e\u3057\u305f\u3002\u8907\u96d1\u306a\u4f9d\u5b58\u95a2\u4fc2\u304c\u3042\u3063\u3066\u3082\u3001UI \u304b\u3089\u72b6\u6cc1\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u5b89\u5fc3\u3057\u3066\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u56de\u305b\u308b\u306e\u304c\u5b09\u3057\u3044\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n<p>ABEJA\u306f\u3001\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u793e\u4f1a\u5b9f\u88c5\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u307e\u3059\u3002 \u6280\u8853\u306f\u3082\u3061\u308d\u3093\u3001\u6280\u8853\u3092\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u793e\u4f1a\u3084\u30d3\u30b8\u30cd\u30b9\u306b\u7d44\u307f\u8fbc\u3093\u3067\u3044\u304f\u304b\u3092\u8003\u3048\u308b\u306e\u304c\u597d\u304d\u306a\u65b9\u306f\u3001\u4e0b\u8a18\u63a1\u7528\u30da\u30fc\u30b8\u304b\u3089\u30a8\u30f3\u30c8\u30ea\u30fc\u304f\u3060\u3055\u3044\uff01 \uff08\u65b0\u5352\u306e\u65b9\u3084\u30a4\u30f3\u30bf\u30fc\u30f3\u30b7\u30c3\u30d7\u306e\u30a8\u30f3\u30c8\u30ea\u30fc\u3082\u304a\u5f85\u3061\u3057\u3066\u304a\u308a\u307e\u3059\uff01\uff09<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fcareers.abejainc.com%2F\" title=\"ABEJA \u63a1\u7528\u60c5\u5831\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/careers.abejainc.com\/\">careers.abejainc.com<\/a><\/cite><\/p>\n<\/div>\n<p><script>(function(d, s, id) {\n  var js, fjs = d.getElementsByTagName(s)[0];\n  if (d.getElementById(id)) return;\n  js = d.createElement(s); js.id = id;\n  js.src = \"\/\/connect.facebook.net\/ja_JP\/sdk.js#xfbml=1&appId=719729204785177&version=v17.0\";\n  fjs.parentNode.insertBefore(js, fjs);\n}(document, 'script', 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