{"id":69270,"date":"2024-01-22T12:00:00","date_gmt":"2024-01-22T03:00:00","guid":{"rendered":"https:\/\/www.creationline.com\/?p=69270"},"modified":"2024-02-05T14:26:21","modified_gmt":"2024-02-05T05:26:21","slug":"amazon-msk%e3%82%92%e4%bd%bf%e7%94%a8%e3%81%97%e3%81%9f%e3%83%87%e3%83%bc%e3%82%bf%e9%80%81%e5%8f%97%e4%bf%a1%e3%83%97%e3%83%ad%e3%82%b0%e3%83%a9%e3%83%a0%e3%81%ae%e9%96%8b%e7%99%ba","status":"publish","type":"post","link":"https:\/\/www.creationline.com\/tech-blog\/cloudnative\/aws\/69270","title":{"rendered":"Amazon MSK\u3092\u4f7f\u7528\u3057\u305f\u30c7\u30fc\u30bf\u9001\u53d7\u4fe1\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u958b\u767a"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">\u306f\u3058\u3081\u306b<\/h1>\n\n\n\n<p>\u4eca\u56de\u306e\u8a18\u4e8b\u3067\u306f\u3001Amazon MSK\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u4f7f\u7528\u3059\u308b\u30c7\u30fc\u30bf\u9001\u53d7\u4fe1\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u958b\u767a\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002MSK\u306eTopic\u306b\u30c7\u30fc\u30bf\u3092\u9001\u4fe1\u3059\u308b\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u30d7\u30ed\u30c7\u30e5\u30fc\u30b5\u30fc(Producer)\u3001\u30c7\u30fc\u30bf\u3092\u53d7\u4fe1\u3059\u308b\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u30b3\u30f3\u30b7\u30e5\u30fc\u30de\u30fc(Consumer)\u3068\u547c\u3073\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u7279\u306b\u30c7\u30fc\u30bf\u9001\u53d7\u4fe1\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u3057\u3066\u3001IAM Role\u30d9\u30fc\u30b9\u306e\u8a8d\u8a3c\u65b9\u5f0f\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u8aac\u660e\u3057\u307e\u3059\u3002IAM Role\u30d9\u30fc\u30b9\u306e\u8a8d\u8a3c\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u5f37\u5316\u3057\u3001\u4fe1\u983c\u6027\u306e\u3042\u308b\u30c7\u30fc\u30bf\u306e\u9001\u53d7\u4fe1\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"972\" height=\"336\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/02\/kafka-client.png\" alt=\"\" class=\"wp-image-70037\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/02\/kafka-client.png 972w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/02\/kafka-client-360x124.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/02\/kafka-client-768x265.png 768w\" sizes=\"auto, (max-width: 972px) 100vw, 972px\" \/><\/figure>\n\n\n\n<p>MSK\u30af\u30e9\u30b9\u30bf\u30fc\u3084Topic\u306b\u95a2\u3059\u308b\u60c5\u5831\u306f\u3001<a href=\"\/tech-blog\/69269\" target=\"_blank\" rel=\"noreferrer noopener\">\u59c9\u59b9\u8a18\u4e8b:\u30b5\u30fc\u30d0\u30ec\u30b9\u306eAmazon MSK\u30af\u30e9\u30b9\u30bf\u30fc<\/a>\u3092\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e8b\u524d\u6e96\u5099<\/h1>\n\n\n\n<p>\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u306b\u306f\u3001Python 3.8 - 3.11 \u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u5fc5\u8981\u3067\u3059\u3002\u60f3\u5b9a\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306ePython\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3001\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u6e96\u5099\u3092\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>Kafka\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u958b\u767a\u3059\u308b\u305f\u3081\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306f\u3001\u6b21\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td>$ pip install kafka-python <br>$ pip install confluent_kafka<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u306a\u304a\u3001IAM Role\u30d9\u30fc\u30b9\u306e\u30af\u30e9\u30b9\u30bf\u30fc\u306b\u63a5\u7d9a\u3059\u308b\u305f\u3081\u306b\u306f\u3001aws-msk-iam-sasl-signer-python.jar\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u6b21\u306eURL\u3092\u53c2\u7167\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td>$ pip install aws-msk-iam-sasl-signer-python<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u53c2\u7167:<a href=\"https:\/\/github.com\/aws\/aws-msk-iam-sasl-signer-python\/blob\/main\/docs\/installation.rst\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/github.com\/aws\/aws-msk-iam-sasl-signer-python\/blob\/main\/docs\/installation.rst<\/a><\/p>\n\n\n\n<p>\u307e\u305f\u3001.aws\/credentials\u3092\u9069\u5207\u306b\u66f4\u65b0\u3057\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u5b9f\u884c\u3057\u305f\u6642\u306b\u53c2\u7167\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u30d7\u30ed\u30c7\u30e5\u30fc\u30b5\u30fc\u306e\u4f5c\u6210<\/h1>\n\n\n\n<p>Python\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u306f\u3001JSON\u5f62\u5f0f\u306e\u6ce8\u6587\u30c7\u30fc\u30bf\uff08\u6ce8\u6587\u756a\u53f7\u3001\u6642\u523b\u3001\u30bf\u30a4\u30c8\u30eb\u3001\u4fa1\u683c\uff09\u3092\u751f\u6210\u3057\u3001IAM Role\u30d9\u30fc\u30b9\u306e\u8a8d\u8a3c\u3092\u4f7f\u7528\u3057\u3066Amazon MSK\u30af\u30e9\u30b9\u30bf\u30fc\u306b\u63a5\u7d9a\u3057\u3001testTopic\u306b\u9001\u4fe1\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>producer.py<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code> # producer.py\nimport uuid\nfrom datetime import datetime\nimport json\nfrom kafka import KafkaProducer\nfrom kafka.errors import KafkaError\nimport socket\nfrom aws_msk_iam_sasl_signer import MSKAuthTokenProvider\n\n# MSK\u30c8\u30fc\u30af\u30f3\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u30af\u30e9\u30b9\nclass MSKTokenProvider():\n    def token(self): \n        token, _ = MSKAuthTokenProvider.generate_auth_token('ap-northeast-1') \n        return token\n\n# \u30c7\u30fc\u30bf\u3092\u751f\u6210\u3059\u308b\u95a2\u6570\ndef create_message():\n    return {\n        \"orderId\": str(uuid.uuid4()),\n        \"time\": datetime.now().isoformat(),\n        \"bookName\": \"Sample Book\",\n        \"price\": 20.99\n    }\n\n# MSK\u30c8\u30fc\u30af\u30f3\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\ntp = MSKTokenProvider()\n\n# Kafka\u30d7\u30ed\u30c7\u30e5\u30fc\u30b5\u30fc\u306e\u8a2d\u5b9a\nproducer = KafkaProducer(\n    bootstrap_servers='b-3.edamskcluster1.xxxx.c4.kafka.ap-northeast-1.amazonaws.com:9098,b-2.edamskcluster1.xxxxx.c4.kafka.ap-northeast-1.amazonaws.com:9098,b-1.edamskcluster1.xxxxxx.c4.kafka.ap-northeast-1.amazonaws.com:9098',\n    security_protocol='SASL_SSL',\n    sasl_mechanism='OAUTHBEARER',\n    sasl_oauth_token_provider=tp,\n    client_id=socket.gethostname(),\n    alue_serializer=lambda m: json.dumps(m).encode('utf-8') # \u30e1\u30c3\u30bb\u30fc\u30b8\u3092JSON\u5f62\u5f0f\u306b\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\n    )\n\n#\u30c8\u30d4\u30c3\u30af\u540d\u306e\u8a2d\u5b9a\ntopic = \"testTopic\" \n\n# \u30e1\u30c3\u30bb\u30fc\u30b8\u9001\u4fe1\u30eb\u30fc\u30d7\ntry:\n    message = create_message()\n    producer.send(topic, message)\n    producer.flush()\n    print(f\"Produced: {message}\")\nexcept KafkaError as e:\n    print(\"Failed to send message:\", e)\n\n# \u30d7\u30ed\u30c7\u30e5\u30fc\u30b5\u30fc\u306e\u30af\u30ed\u30fc\u30ba\nproducer.close()\n<\/code><\/pre>\n\n\n\n<p>\u3067\u306f\u3001\u30d7\u30ed\u30c7\u30e5\u30fc\u30b5\u30fc\u3092\u5b9f\u884c\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u30c7\u30fc\u30bf\u306e\u53d7\u4fe1\u304c\u78ba\u8a8d\u3067\u304d\u308b\u3088\u3046\u306bCLI\u306e\u30b3\u30f3\u30b9\u30fc\u30de\u30fc\u3092\u5b9f\u884c\u3057\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td>kafka-console-consumer.sh --bootstrap-server $bootstrapBrokerString \\ &nbsp;<br>--topic testTopic&nbsp; --from-beginning \\ &nbsp;<br>--consumer.config .\/client.properties<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>producer.py\u3092\u5b9f\u884c\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td>$ python producer.py <br>Produced: {'orderId': '60b88fb1-2f8c-4d9a-9a05-158a55a4d18e', 'time': '2024-01-03T07:42:17.764526', 'bookName': 'Book L', 'price': 21.42}<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u30b3\u30f3\u30b7\u30e5\u30fc\u30de\u30fc\u304b\u3089\u30c7\u30fc\u30bf\u306e\u53d7\u4fe1\u304c\u78ba\u8a8d\u3067\u304d\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td>$ kafka-console-consumer.sh --bootstrap-server $bootstrapBrokerString \\ &nbsp;<br>--topic testTopic&nbsp; --from-beginning \\ &nbsp;<br>--consumer.config .\/client.properties <br>Produced: {'orderId': '621064bb-56ef-472d-ba29-4ffa06e65c37', 'time': '2024-01-02T10:35:42.133741', 'bookName': 'Sample Book', 'price': 20.99}<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h1 class=\"wp-block-heading\">\u30b3\u30f3\u30b7\u30e5\u30fc\u30de\u30fc\u306e\u4f5c\u6210<\/h1>\n\n\n\n<p>\u6b21\u306f\u3001\u30b3\u30f3\u30b7\u30e5\u30fc\u30de\u30fc\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001Amazon MSK\u30af\u30e9\u30b9\u30bf\u30fc\u306bIAM\u8a8d\u8a3c\u3092\u7d4c\u3066\u63a5\u7d9a\u3057\u3001\u7d99\u7d9a\u7684\u306b\u30c7\u30fc\u30bf\u3092\u53d7\u3051\u53d6\u3063\u3066\u6a19\u6e96\u51fa\u529b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>consumer.py<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># consumer.py\nfrom confluent_kafka import Consumer\nimport socket\nimport time\nfrom aws_msk_iam_sasl_signer import MSKAuthTokenProvider\n\ndef oauth_cb(oauth_config):\n    auth_token, expiry_ms = MSKAuthTokenProvider.generate_auth_token(\"ap-northeast-1\")\n    # Note that this library expects oauth_cb to return expiry time in seconds since epoch, while the token generator returns expiry in ms\n    return auth_token, expiry_ms\/1000\n\nc = Consumer({\n    'bootstrap.servers': \"b-3.edamskcluster.xxxxxx.c4.kafka.ap-northeast-1.amazonaws.com:9098,b-2.edamskcluster.xxxxxx.ap-northeast-1.amazonaws.com:9098,b-1.testmskcluster2.xxxx.c4.kafka.ap-northeast-1.amazonaws.com:9098\",\n    'client.id': socket.gethostname(),\n    'security.protocol': 'SASL_SSL',\n    'sasl.mechanisms': 'OAUTHBEARER',\n    'oauth_cb': oauth_cb,\n    'group.id': 'testTopic-g1',\n    'auto.offset.reset': 'earliest'\n})\n\nc.subscribe(&#91;'testTopic'])\n\nprint(\"Starting consumer!\")\n\nwhile True:\n    msg = c.poll(500) # ms\n\n    if msg is None:\n        continue\n    if msg.error():\n        print(\"Consumer error: {}\".format(msg.error()))\n        continue\n    print('Received message: {}'.format(msg.value().decode('utf-8')))\n\nc.close()\n<\/code><\/pre>\n\n\n\n<p>\u53c2\u7167:<a href=\"https:\/\/github.com\/aws\/aws-msk-iam-sasl-signer-python#get-started\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/github.com\/aws\/aws-msk-iam-sasl-signer-python#get-started<\/a><\/p>\n\n\n\n<p>'group.id': 'testTopic-g1' \u306f\u3001\u30c8\u30d4\u30c3\u30af\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d7\u3051\u53d6\u308b\u30b3\u30f3\u30b7\u30e5\u30fc\u30de\u30fc\u306e\u8ad6\u7406\u7684\u306a\u30b0\u30eb\u30fc\u30d7\u3092\u6307\u3057\u307e\u3059\u3002Consumer Group\u306f\u3001\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u4e00\u9023\u306e\u30b3\u30f3\u30b7\u30e5\u30fc\u30de\u3092\u307e\u3068\u3081\u3066\u7ba1\u7406\u3057\u3001\u30c7\u30fc\u30bf\u306e\u4e26\u884c\u51e6\u7406\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3057\u307e\u3059\u3002\u540c\u3058Topic\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u5834\u5408\u3001\u7570\u306a\u308bConsumer Group\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u305d\u308c\u305e\u308c\u3001\u540c\u3058\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u53d7\u3051\u53d6\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u9001\u53d7\u4fe1\u3092\u78ba\u8a8d<\/h1>\n\n\n\n<p>\u3067\u306f\u3001\u30b3\u30f3\u30b7\u30e5\u30fc\u30de\u30fc\u3092\u5b9f\u884c\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td>$ python consumer.py <br>Starting consumer!<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u3053\u306e\u72b6\u614b\u304b\u3089\u30d7\u30ed\u30c7\u30e5\u30fc\u30b5\u30fc\u304b\u3089\u30c7\u30fc\u30bf\u3092\u9001\u4fe1\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td>$ python producer.py <br>Produced: {'orderId': 'eeb7169a-e737-4868-81b8-b60be5c4d375', 'time': '2024-01-03T08:04:22.872183', 'bookName': 'Book F', 'price': 19.8}<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u30b3\u30f3\u30b7\u30e5\u30fc\u30de\u30fc\u304c\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u53d7\u4fe1\u3057\u3001\u8868\u793a\u3059\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td>$ python consumer.py <br>Starting consumer! <br>{'orderId': 'eeb7169a-e737-4868-81b8-b60be5c4d375', 'time': '2024-01-03T08:04:22.872183', 'bookName': 'Book F', 'price': 19.8}<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h1 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h1>\n\n\n\n<p>Python\u3067Amazon MSK\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u4f7f\u7528\u3059\u308b\u30d7\u30ed\u30c7\u30e5\u30fc\u30b5\u30fc\u3068\u30b3\u30f3\u30b7\u30e5\u30fc\u30de\u30fc(\u30c7\u30fc\u30bf\u9001\u53d7\u4fe1\u306e\u30d7\u30ed\u30b0\u30e9\u30e0)\u306e\u958b\u767a\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002Amazon MSK\u3092\u5229\u7528\u3059\u308b\u3068\u3001\u3053\u306e\u3088\u3046\u306b\u7c21\u5358\u306a\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3067\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u4ecb\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5b89\u5168\u304b\u3064\u52b9\u7387\u7684\u306b\u9001\u53d7\u4fe1\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u7279\u6027\u304b\u3089\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u3084\u30a4\u30d9\u30f3\u30c8\u99c6\u52d5\u578b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\uff08EDA\uff09\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u3057\u3066\u5e83\u304f\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u306f\u3058\u3081\u306b \u4eca\u56de\u306e\u8a18\u4e8b\u3067\u306f\u3001Amazon MSK\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u4f7f\u7528\u3059\u308b\u30c7\u30fc\u30bf\u9001\u53d7\u4fe1\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u958b\u767a\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002MSK\u306eTopic\u306b\u30c7\u30fc\u30bf\u3092\u9001\u4fe1\u3059\u308b\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u30d7\u30ed\u30c7\u30e5\u30fc\u30b5\u30fc(Producer)\u3001\u30c7\u30fc\u30bf\u3092\u53d7\u4fe1\u3059\u308b\u30d7\u30ed [&#8230;]<\/p>\n","protected":false},"author":13,"featured_media":70037,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[98,750,477,61,323],"tags":[983,978,330,977,984],"class_list":["post-69270","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-aws","category-event-driven","category-kafka","category-lee","category-python","tag-consumer","tag-eda","tag-kafka","tag-msk","tag-producer"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Amazon MSK\u3092\u4f7f\u7528\u3057\u305f\u30c7\u30fc\u30bf\u9001\u53d7\u4fe1\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u958b\u767a - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3<\/title>\n<meta name=\"description\" content=\"AWS, event-driven, Kafka, lee, Python 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