\u5bf9\u4e8e\u591a\u4e91\u73af\u5883\u4e2d\u7684\u6570\u636e\u3001\u5206\u6790\u548c\u4eba\u5de5\u667a\u80fd\uff0c\u91c7\u7528\u5bb9\u5668\u5316\u65b9\u6cd5\u3002<\/h1>\n
Databricks on Google Cloud Platform (GCP)\u306e\u30ea\u30ea\u30fc\u30b9\u306f\u3001\u771f\u306e\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\u3067\u3042\u308b\u7d71\u5408\u30c7\u30fc\u30bf\u3001\u5206\u6790\u3001AI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5411\u3051\u305f\u5927\u304d\u306a\u30de\u30a4\u30eb\u30b9\u30c8\u30fc\u30f3\u3067\u3057\u305f\u3002Databricks on GCP\u306f\u30b8\u30e7\u30a4\u30f3\u30c8\u3067\u958b\u767a\u3055\u308c\u305f\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308a\u3001\u304a\u4f7f\u3044\u306e\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30f3\u30d7\u30eb\u304b\u3064\u30aa\u30fc\u30d7\u30f3\u306a\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u683c\u7d0d\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u3053\u308c\u306fGoogle\u2019s Kubernetes Engine (GKE)\u4e0a\u3067\u7a3c\u50cd\u3057\u3066\u3044\u308b\u6a19\u6e96\u30b3\u30f3\u30c6\u30ca\u3092\u30d9\u30fc\u30b9\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n
Databricks on GCP\u3092\u30ea\u30ea\u30fc\u30b9\u3057\u305f\u969b\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306f\u300c\u3068\u308a\u3042\u3048\u305a\u52d5\u3044\u305f\u306d\uff01\u300d\u3068\u3044\u3046\u3082\u306e\u3067\u3057\u305f\u3002\u3057\u304b\u3057\u3001\u3042\u306a\u305f\u65b9\u306e\u4f55\u4eba\u304b\u306f\u3001Databricks\u3068Kubernetes\u306b\u95a2\u3059\u308b\u6df1\u3044\u8cea\u554f\u3092\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u305f\u3081\u3001GKE\u3092\u63a1\u7528\u3057\u305f\u7406\u7531\u3084\u5b66\u3073\u3001\u30ad\u30fc\u3068\u306a\u308b\u5b9f\u88c5\u306e\u8a73\u7d30\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u3092\u6c7a\u65ad\u3057\u307e\u3057\u305f\u3002<\/p>\n
\u4e3a\u4ec0\u4e48\u9009\u62e9Google Kubernetes Engine\uff1f<\/h1>\n\u5f00\u653e\u6e90\u4ee3\u7801\u7684\u8f6f\u4ef6\u548c\u5bb9\u5668\u3002<\/h2>\n
Databricks\u306b\u304a\u3044\u3066\u306f\u3001\u6211\u3005\u304c\u6211\u3005\u3067\u3042\u308a\u7d9a\u3051\u308b\u305f\u3081\u306e\u30b3\u30a2\u3068\u3057\u3066\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u304c\u3042\u308a\u3001\u3053\u308c\u304c\u3001\u6211\u3005\u306fApache Spark\u2122\u3001MLflow\u3001Delta Lake\u3001Delta Sharing\u306e\u3088\u3046\u306a\u30e1\u30b8\u30e3\u30fc\u306a\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u6210\u3057\u3001\u8ca2\u732e\u3057\u7d9a\u3051\u3066\u3044\u308b\u7406\u7531\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u4f01\u696d\u3068\u3057\u3066\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u9084\u5143\u3057\u3066\u304a\u308a\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3092\u65e5\u3005\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n
\u6211\u4eec\u591a\u5e74\u6765\u4e00\u76f4\u5728\u4f7f\u7528\u5bb9\u5668\u3002\u4f8b\u5982\uff0c\u5728MLflow\u4e2d\uff0c\u7528\u6237\u53ef\u4ee5\u5c06\u673a\u5668\u5b66\u4e60\uff08ML\uff09\u6a21\u578b\u6784\u5efa\u4e3aDocker\u955c\u50cf\uff0c\u5c06\u5176\u5b58\u50a8\u5728\u5bb9\u5668\u6ce8\u518c\u8868\u4e2d\uff0c\u5e76\u4ece\u6ce8\u518c\u8868\u4e2d\u90e8\u7f72\u548c\u6267\u884c\u6a21\u578b\u3002<\/p>\n
\u5225\u306e\u4f8b\u306fDatabricks\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3067\u3059\u3002\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u306f\u3001\u8907\u6570\u306eSpark\u3001Python\u3001Scala\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u30b5\u30dd\u30fc\u30c8\u3092\u30b7\u30f3\u30d7\u30eb\u306b\u3057\u3001\u30b3\u30f3\u30c6\u30ca\u306f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u306b\u304a\u3051\u308b\u3088\u308a\u9ad8\u901f\u306a\u30a4\u30c6\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u3001\u3088\u308a\u5b89\u5b9a\u3057\u305f\u30d7\u30ed\u30c0\u30af\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/p>\n
Kubernetes\u548c\u8d85\u5927\u89c4\u6a21<\/h2>\n
\u6211\u3005\u306fKubernetes\u306e\u3088\u3046\u306a\u30b3\u30f3\u30c6\u30ca\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u306f\u81ea\u8eab\u306e\u8ab2\u984c\u3092\u62b1\u3048\u3066\u3044\u308b\u3053\u3068\u306b\u6c17\u3065\u3044\u3066\u3044\u307e\u3059\u3002Kubernetes\u306e\u80cc\u5f8c\u306b\u3042\u308b\u30b3\u30f3\u30bb\u30d7\u30c8\u3068\u8c4a\u5bcc\u306a\u6a5f\u80fd\u306f\u3001\u7d4c\u9a13\u3068\u77e5\u8b58\u304c\u8c4a\u5bcc\u306a\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30c1\u30fc\u30e0\u3092\u5fc5\u8981\u3068\u3057\u307e\u3059\u3002<\/p>\n
\u3057\u304b\u3057\u3001Databricks\u3067\u306f\u3053\u3053\u6570\u5e74\u306b\u304a\u3044\u3066\u30b3\u30f3\u30c6\u30ca\u4e0a\u3067\u306e\u69cb\u7bc9\u306b\u6210\u529f\u3057\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u8d85\u5927\u898f\u6a21\u306a\u74b0\u5883\u306b\u6210\u9577\u3057\u307e\u3057\u305f\u3002\u6211\u3005\u306e\u304a\u5ba2\u69d8\u306f\u30011\u65e5\u3042\u305f\u308a\u6570\u767e\u4e07\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u8d77\u52d5\u3057\u3066\u304a\u308a\u3001\u6708\u3042\u305f\u308a\u6570\u5341\u4e07\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n
\u5b89\u5168\u6027\u548c\u7b80\u6d01\u6027<\/h2>\n
\u6211\u3005\u306b\u3068\u3063\u3066\u6700\u3082\u91cd\u8981\u306a\u3053\u3068\u306f\u3001\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u3084\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u65b0\u6a5f\u80fd\u3092\u8fc5\u901f\u306b\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3059\u3002Databricks on GCP\u3092\u8a2d\u8a08\u3057\u305f\u969b\u3001\u6211\u3005\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30c1\u30fc\u30e0\u306f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u8981\u4ef6\u3092\u5145\u8db3\u3059\u308b\u305f\u3081\u306e\u30d9\u30b9\u30c8\u306a\u9078\u629e\u80a2\u3092\u63a2\u7d22\u3057\u307e\u3057\u305f\u3002\u6211\u3005\u306e\u30b4\u30fc\u30eb\u306f\u3001\u5b9f\u88c5\u3092\u30b7\u30f3\u30d7\u30eb\u306b\u3057\u3001\u4f4e\u30ec\u30d9\u30eb\u306e\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3084\u4f9d\u5b58\u95a2\u4fc2\u3084\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u3078\u306e\u30d5\u30a9\u30fc\u30ab\u30b9\u3092\u524a\u6e1b\u3059\u308b\u3053\u3068\u3067\u3057\u305f\u3002\u6211\u3005\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u306fKubernetes\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u30ed\u30b8\u30c3\u30af\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u30c9\u30e9\u30a4\u30d6\u3059\u308b\u305f\u3081\u306b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304b\u3089\u306e\u5f37\u529b\u306a\u30e2\u30fc\u30e1\u30f3\u30bf\u30e0\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n
GKE\u548c\u5176\u4ed6Google Cloud\u670d\u52a1<\/h2>\n
\u6211\u3005\u306f\u5fc5\u8981\u3068\u3055\u308c\u308b\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u4e0a\u306e\u5c02\u9580\u6027\u3068\u3001\u30d7\u30ed\u30c0\u30af\u30b7\u30e7\u30f3\u306b\u304a\u3044\u3066\u5927\u898f\u6a21\u306a\u4e0a\u6d41\u306eKubernetes\u3092\u7a3c\u50cd\u3055\u305b\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u5f97\u3089\u308c\u308b\u30e1\u30ea\u30c3\u30c8\u306e\u9593\u3092\u91cd\u70b9\u7684\u306b\u8a55\u4fa1\u3057\u3001\u6700\u7d42\u7684\u306b\u306f\u30bb\u30eb\u30d5\u30de\u30cd\u30fc\u30b8\u306eKubernetes\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u4f7f\u308f\u306a\u3044\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n
\u4ee3\u308f\u308a\u306bGKE\u3092\u9078\u629e\u3057\u305f\u4e3b\u8981\u306a\u7406\u7531\u306f\u3001\u65b0\u305f\u306aKubernetes\u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u8fc5\u901f\u306b\u53d6\u308a\u8fbc\u307e\u308c\u308b\u3053\u3068\u3068\u3001Google\u306e\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u5bfe\u3059\u308b\u9ad8\u3044\u512a\u5148\u5ea6\u3067\u3057\u305f\u3002Kubernetes\u306e\u30aa\u30ea\u30b8\u30ca\u30eb\u30af\u30ea\u30a8\u30fc\u30bf\u30fc\u3067\u3042\u308bGoogle\u306eGKE\u306f\u3001\u5e02\u5834\u306b\u304a\u3044\u3066\u6700\u3082\u5148\u9032\u7684\u306a\u30de\u30cd\u30fc\u30b8\u30c9Kubernetes\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n
\u4e00\u65b9\u3067\u3001Google Cloud Storage\u3001Google BigQuery\u3001Google Looker\u306e\u3088\u3046\u306a\u5168\u3066\u306e\u4e3b\u8981\u306aGCP\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3068Databricks\u306f\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6211\u3005\u306e\u5b9f\u88c5\u306fGKE\u4e0a\u3067\u7a3c\u50cd\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n
Google Kubernetes Engine\u4e0a\u306eDatabricks<\/h1>\n
\u5206\u6563\u30b7\u30b9\u30c6\u30e0\u3092\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u30d7\u30ec\u30fc\u30f3\u3068\u30c7\u30fc\u30bf\u30d7\u30ec\u30fc\u30f3\u3092\u5206\u5272\u3059\u308b\u3053\u3068\u306f\u3001\u3088\u304f\u77e5\u3089\u308c\u305f\u30c7\u30b6\u30a4\u30f3\u30d1\u30bf\u30fc\u30f3\u3067\u3059\u3002\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u30d7\u30ec\u30fc\u30f3\u306e\u30bf\u30b9\u30af\u306f\u3001\u9867\u5ba2\u306e\u8a2d\u5b9a\u3092\u7ba1\u7406\u3057\u30b5\u30fc\u30d6\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u591a\u304f\u306e\u5834\u5408\u3088\u308a\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30d7\u30ec\u30fc\u30f3\u306f\u9867\u5ba2\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u76ee\u7684\u3067\u3059\u3002<\/p>\n
Databricks on GCP\u306f\u540c\u3058\u30d1\u30bf\u30fc\u30f3\u306b\u5f93\u3063\u3066\u3044\u307e\u3059\u3002Databricks\u304c\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u3059\u308b\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u30d7\u30ec\u30fc\u30f3\u304c\u3001\u9867\u5ba2\u306eGCP\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u30c7\u30fc\u30bf\u30d7\u30ec\u30fc\u30f3\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u76e3\u8996\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d7\u30ec\u30fc\u30f3\u306b\u306f\u3001\u304a\u4f7f\u3044\u306eSpark\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u30c9\u30e9\u30a4\u30d0\u30fc\u30ce\u30fc\u30c9\u3001\u30a8\u30b0\u30bc\u30ad\u30e5\u30fc\u30bf\u30fc\u30ce\u30fc\u30c9\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n
GKE\u96c6\u7fa4\u3001\u547d\u540d\u7a7a\u95f4\u3001\u81ea\u5b9a\u4e49\u8d44\u6e90\u5b9a\u4e49<\/h2>\n![\"\"](\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d262137434c4406c3650e\/23-0.jpg\" "\\"\\"")
<\/div>\nGKE\u96c6\u7fa4\u548c\u8282\u70b9\u6c60\u3002<\/h2>\n
GKE\u30af\u30e9\u30b9\u30bf\u30fc\u306f\u3001\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u898f\u6a21\u3067\u7a3c\u50cd\u3059\u308b\u4fe1\u983c\u30b5\u30fc\u30d3\u30b9\u5c02\u7528\u306e\u30b7\u30b9\u30c6\u30e0\u30ce\u30fc\u30c9\u30d7\u30fc\u30eb\u306b\u3088\u3063\u3066\u30d6\u30fc\u30c8\u30b9\u30c8\u30e9\u30c3\u30d7\u3055\u308c\u307e\u3059\u3002Databricks\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u8d77\u52d5\u3059\u308b\u969b\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a8\u30b0\u30bc\u30ad\u30e5\u30fc\u30bf\u30fc\u30ce\u30fc\u30c9\u306e\u6570\u3068\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u30ce\u30fc\u30c9\u3068\u30a8\u30b0\u30bc\u30ad\u30e5\u30fc\u30bf\u30fc\u30ce\u30fc\u30c9\u306e\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u30d7\u30ec\u30fc\u30f3\u306e\u4e00\u90e8\u3067\u3042\u308b\u30af\u30e9\u30b9\u30bf\u30fc\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306f\u3001\u3053\u308c\u3089\u306e\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u306e\u305d\u308c\u305e\u308c\u306eGKE\u30ce\u30fc\u30c9\u30d7\u30fc\u30eb\u3092\u4f5c\u6210\u30fb\u7ba1\u7406\u3057\u307e\u3059\u3002\u591a\u304f\u306e\u5834\u5408\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u3068\u30a8\u30b0\u30bc\u30ad\u30e5\u30fc\u30bf\u30fc\u30ce\u30fc\u30c9\u3070\u7570\u306a\u308b\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3067\u52d5\u4f5c\u3057\u3001\u3053\u308c\u3089\u306f\u5225\u306e\u30ce\u30fc\u30c9\u30d7\u30fc\u30eb\u304b\u3089\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002<\/p>\n
\u547d\u540d\u7a7a\u95f4<\/h2>\n
Kubernetes\u306f\u30b9\u30b3\u30fc\u30d7\u306e\u3042\u308b\u540d\u524d(\u3059\u306a\u308f\u3061\u540d\u524d)\u3092\u4f34\u3046\u30d0\u30fc\u30c1\u30e3\u30eb\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306e\u540d\u524d\u7a7a\u9593\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u500b\u3005\u306eDatabricks\u30af\u30e9\u30b9\u30bf\u30fc\u306f\u3001\u5358\u4e00\u306eGKE\u30af\u30e9\u30b9\u30bf\u30fc\u306b\u304a\u3044\u3066Kubernetes\u540d\u524d\u7a7a\u9593\u3092\u901a\u3058\u3066\u4e92\u3044\u304c\u5206\u96e2\u3055\u308c\u3066\u304a\u308a\u3001\u5358\u4e00\u306eDatabricks\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u306b\u306f\u3001\u6570\u767e\u306eDatabricks\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u542b\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002GPC\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30dd\u30ea\u30b7\u30fc\u304c\u540c\u3058GKE\u30af\u30e9\u30b9\u30bf\u30fc\u5185\u306eDatabricks\u30af\u30e9\u30b9\u30bf\u30fc\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u5206\u96e2\u3057\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u3055\u3089\u306b\u6539\u5584\u3057\u307e\u3059\u3002Databricks\u30af\u30e9\u30b9\u30bf\u30fc\u5185\u306e\u30ce\u30fc\u30c9\u306f\u3001\u540c\u3058\u30af\u30e9\u30b9\u30bf\u30fc\u5185\u306e\u4ed6\u306e\u30ce\u30fc\u30c9\u3068\u306e\u307f\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u304d\u307e\u3059(\u3042\u308b\u3044\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3084\u4ed6\u306e\u30d1\u30d6\u30ea\u30c3\u30afGCP\u30b5\u30fc\u30d3\u30b9\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306bNAT\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3092\u4f7f\u7528\u3057\u307e\u3059)\u3002<\/p>\n
\u81ea\u5b9a\u4e49\u8d44\u6e90\u5b9a\u4e49<\/h2>\n
Kubernetes\u88ab\u5f7b\u5e95\u8bbe\u8ba1\u4e3a\u80fd\u591f\u4f7f\u7528Kubernetes\u81ea\u5b9a\u4e49\u8d44\u6e90\u5b9a\u4e49\uff08CRD\uff09\u8fdb\u884c\u5b9a\u5236\u5316\u548c\u6269\u5c55\u81ea\u8eabAPI\u7684\u529f\u80fd\u3002\u5bf9\u4e8e\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684\u6240\u6709\u96c6\u7fa4\uff0c\u5c06Databricks\u8fd0\u884c\u65f6\uff08DBR\uff09\u90e8\u7f72\u4e3aKubernetes CRD\u3002<\/p>\n
\u8282\u70b9\u6c60\u3001Pod\u3001Sidecar<\/h2>\n
Spark\u30c9\u30e9\u30a4\u30d0\u30fc\u3068\u30a8\u30b0\u30bc\u30ad\u30e5\u30fc\u30bf\u30fc\u306f\u3001Kubernetes pod\u30ce\u30fc\u30c9\u30bb\u30ec\u30af\u30bf\u30fc\u306b\u3088\u3063\u3066\u6307\u5b9a\u3055\u308c\u308b\u5bfe\u5fdc\u30ce\u30fc\u30c9\u30d7\u30fc\u30eb\u306e\u30ce\u30fc\u30c9\u306e\u4e2d\u3067\u7a3c\u50cd\u3059\u308bKubernetes pods\u3068\u3057\u3066\u30c7\u30d7\u30ed\u30a4\u3055\u308c\u307e\u3059\u3002\u4e00\u3064\u306eGKE\u30ce\u30fc\u30c9\u306f\u6392\u4ed6\u7684\u306b\u30c9\u30e9\u30a4\u30d0\u30fcpod\u3042\u308b\u3044\u306f\u30a8\u30b0\u30bc\u30ad\u30e5\u30fc\u30bf\u30fcpod\u306b\u3088\u3063\u3066\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u540d\u524d\u7a7a\u9593\u306f\u3001Kubernetes\u306e\u30e1\u30e2\u30ea\u30fc\u30ea\u30af\u30a8\u30b9\u30c8\u3068\u30ea\u30df\u30c3\u30c8\u306b\u3088\u3063\u3066\u8a2d\u5b9a\u3055\u308c\u307e\u3059\u3002<\/p>\n
\u305d\u308c\u305e\u308c\u306eKubernetes\u30ce\u30fc\u30c9\u306b\u304a\u3044\u3066\u306f\u3001Databricks\u306f\u30c9\u30e9\u30a4\u30d0\u30fc\u3084\u30a8\u30b0\u30bc\u30ad\u30e5\u30fc\u30bf\u30fc\u30b3\u30f3\u30c6\u30ca\u30fc\u3068\u3068\u3082\u306b\u5e7e\u3064\u304b\u306e\u4fe1\u983c\u30c7\u30fc\u30e2\u30f3\u30b3\u30f3\u30c6\u30ca\u3082\u52d5\u4f5c\u3055\u305b\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c7\u30fc\u30e2\u30f3\u306f\u30ce\u30fc\u30c9\u306e\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9\u3068\u30ed\u30b0\u53ce\u96c6\u3092\u884c\u3046\u4fe1\u983c\u30b5\u30a4\u30c9\u30ab\u30fc\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u30c9\u30e9\u30a4\u30d0\u30fc\u3001\u30a8\u30b0\u30bc\u30ad\u30e5\u30fc\u30bf\u30fc\u30b3\u30f3\u30c6\u30ca\u306f\u3001\u5236\u9650\u3055\u308c\u305f\u30a4\u30f3\u30bf\u30d5\u30a7\u30fc\u30b9\u3092\u901a\u3058\u3066\u540c\u3058pod\u306e\u30c7\u30fc\u30e2\u30f3\u30b3\u30f3\u30c6\u30ca\u306e\u307f\u3068\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u5e38\u89c1\u95ee\u9898\uff08FAQ\uff09<\/h1>\nQ: Databricks\u304c\u63d0\u4f9b\u3059\u308bGKE\u30af\u30e9\u30b9\u30bf\u30fc\u306b\u81ea\u5206\u306epod\u3092\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u307e\u3059\u304b\uff1f<\/h2>\n
Databricks GKE\u30af\u30e9\u30b9\u30bf\u30fc\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u6700\u5927\u9650\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u3088\u3063\u3066\u5236\u9650\u3055\u308c\u3001\u30ea\u30bd\u30fc\u30b9\u4f7f\u7528\u3092\u6700\u5c0f\u5316\u3059\u308b\u3088\u3046\u306b\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n
Q: \u81ea\u5206\u306e\u30ab\u30b9\u30bf\u30e0GKE\u30af\u30e9\u30b9\u30bf\u30fc\u306bDatabricks\u3092\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u307e\u3059\u304b\uff1f<\/h2>\n
\u73fe\u6642\u70b9\u3067\u306f\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n
Q: kubectl\u3067Databricks GKE\u30af\u30e9\u30b9\u30bf\u30fc\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b\uff1f<\/h2>\n
GKE\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u30c7\u30fc\u30bf\u30d7\u30ec\u30fc\u30f3\u306f\u304a\u5ba2\u69d8\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u7a3c\u50cd\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30a2\u30af\u30bb\u30b9\u5236\u9650\u3068\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u8a2d\u5b9a\u304c\u8a31\u53ef\u3055\u308c\u306a\u3044\u30a2\u30af\u30bb\u30b9\u3092\u9632\u5fa1\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n
Q: GKE\u4e0a\u306eDatabricks\u306f\u4ed6\u306e\u30af\u30e9\u30a6\u30c9\u306fVM\u4e0a\u306eDatabricks\u3088\u308a\u3082(\u30af\u30e9\u30b9\u30bf\u30fc\u8d77\u52d5\u6642\u9593\u306a\u3069\u304c)\u901f\u3044\u3067\u3059\u304b\uff1f<\/h2>\n
\u3053\u3061\u3089\u306b\u5bfe\u3059\u308b\u56de\u7b54\u306f\u591a\u304f\u306e\u8981\u7d20\u306b\u4f9d\u5b58\u3059\u308b\u306e\u3067\u3001\u3054\u81ea\u8eab\u3067\u8a08\u6e2c\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002Databricks\u306e\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\u306e\u30aa\u30d5\u30a1\u30ea\u30f3\u30b0\u306e\u30e1\u30ea\u30c3\u30c8\u306e\u4e00\u3064\u306f\u3001\u3053\u306e\u3088\u3046\u306a\u30c6\u30b9\u30c8\u3092\u30af\u30a4\u30c3\u30af\u306b\u884c\u3048\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u6211\u3005\u306e\u521d\u671f\u306e\u30c6\u30b9\u30c8\u3067\u306f\u3001\u5927\u898f\u6a21\u306e\u540c\u6642\u5b9f\u884c\u30ef\u30fc\u30ab\u30fc\u3001\u30b3\u30fc\u30eb\u30c9\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u306b\u304a\u3044\u3066\u306f\u4ed6\u306e\u30af\u30e9\u30a6\u30c9\u3068\u6bd4\u8f03\u3057\u3066GKE\u306e\u65b9\u304c\u9ad8\u901f\u3067\u3057\u305f\u3002\u540c\u7b49\u306e\u30ed\u30fc\u30ab\u30ebSSD\u3092\u6301\u3064\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u304c\u7279\u5b9a\u306eSpark\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u5b9f\u884c\u3057\u305f\u969b\u3001\u4ed6\u306e\u30af\u30e9\u30a6\u30c9\u306e\u540c\u7b49\u306e\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9(\u30b3\u30a2\u3001\u30e1\u30e2\u30ea\u30fc\u3001\u30c7\u30a3\u30b9\u30af)\u3068\u6bd4\u8f03\u3057\u3066\u82e5\u5e72\u9ad8\u901f\u3067\u3057\u305f\u3002<\/p>\n
\u4e3a\u4ec0\u4e48\u4e0d\u4e3a\u6bcf\u4e2aDatabricks\u96c6\u7fa4\u4f7f\u7528\u4e00\u4e2aGKE\u96c6\u7fa4\uff1f<\/h2>\n
\u52b9\u7387\u6027\u306e\u305f\u3081\u3067\u3059\u3002Databricks\u30af\u30e9\u30b9\u30bf\u30fc\u306f\u983b\u7e41\u306b\u4f5c\u6210\u3055\u308c\u3001\u305d\u308c\u3089\u306e\u3044\u304f\u3064\u304b(\u77ed\u6642\u9593\u306e\u30b8\u30e7\u30d6\u306a\u3069)\u306f\u77ed\u5bff\u547d\u3067\u3059\u3002<\/p>\n
\u95ee\u9898\uff1a\u542f\u52a8100\u4e2a\u8282\u70b9\u7684\u96c6\u7fa4\u9700\u8981\u591a\u957f\u65f6\u95f4\uff1f<\/h2>\n
100\u30ce\u30fc\u30c9\u4ee5\u4e0a\u306e\u5927\u898f\u6a21\u30af\u30e9\u30b9\u30bf\u30fc\u3067\u3042\u3063\u3066\u3082\u3001\u8d77\u52d5\u306f\u4e26\u5217\u3067\u5b9f\u884c\u3055\u308c\u308b\u306e\u3067\u3001\u8d77\u52d5\u6642\u9593\u306f\u30af\u30e9\u30b9\u30bf\u30fc\u30b5\u30a4\u30ba\u306b\u4f9d\u5b58\u3057\u307e\u305b\u3093\u3002\u3054\u81ea\u8eab\u306e\u8a2d\u5b9a\u3092\u7528\u3044\u3066\u81ea\u5206\u3067\u8d77\u52d5\u6642\u9593\u3092\u8a08\u6e2c\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n
Q: \u4e3a\u4e86\u6210\u672c\u6548\u76ca\uff0c\u5982\u4f55\u6700\u4f18\u5316\u5206\u914dpod\u5230\u8282\u70b9\u4e0a\uff1f\u6211\u60f3\u5c06\u4e00\u4e9bSpark\u6267\u884c\u5668pod\u5206\u914d\u5230\u66f4\u5927\u7684\u8282\u70b9\u4e0a\u3002<\/h2>\n
Pods\u306f\u305d\u308c\u305e\u308c\u306e\u7528\u9014(\u30c9\u30e9\u30a4\u30d0\u30fc\u3001\u30ef\u30fc\u30ab\u30fc\u30ce\u30fc\u30c9)\u306b\u5fdc\u3058\u3066Databricks\u306b\u3088\u3063\u3066\u6700\u9069\u306b\u8a2d\u5b9a\u3055\u308c\u307e\u3059\u3002<\/p>\n
\u95ee\u9898\uff1a\u6211\u53ef\u4ee5\u5c06\u81ea\u5df1\u7684VPC\u5e26\u5165\u5230GKE\u96c6\u7fa4\u4e2d\u5417\uff1f<\/h2>\n
\u5982\u679c\u60a8\u5bf9\u672c\u529f\u80fd\u611f\u5174\u8da3\uff0c\u8bf7\u8054\u7cfbDatabricks\u7684\u8d26\u6237\u7ecf\u7406\u4ee5\u83b7\u53d6\u8def\u7ebf\u56fe\u3002<\/p>\n
Q: \u5358\u4e00\u306eGKE\u30af\u30e9\u30b9\u30bf\u30fc\u3067Databricks\u304c\u8907\u6570\u306eDatabricks\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u5b9f\u884c\u3057\u3066\u3082\u5b89\u5168\u3067\u3059\u304b\uff1f<\/h2>\n
Databricks\u30af\u30e9\u30b9\u30bf\u30fc\u306fKubernetes\u540d\u524d\u7a7a\u9593\u3068GCP\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30dd\u30ea\u30b7\u30fc\u3092\u7528\u3044\u3066\u3001\u305d\u308c\u305e\u308c\u304c\u5b8c\u5168\u306b\u5206\u96e2\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3057\u3001\u30d7\u30ed\u30d3\u30b8\u30e7\u30f3\u3092\u9ad8\u901f\u306b\u3059\u308b\u305f\u3081\u306b\u3001\u540c\u3058Databricks\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u306eDatabricks\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u307f\u304cGKE\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u5171\u6709\u3057\u307e\u3059\u3002\u8907\u6570\u306e\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u3092\u304a\u6301\u3061\u3067\u3042\u308c\u3070\u3001\u305d\u308c\u305e\u308c\u306bGKE\u30af\u30e9\u30b9\u30bf\u30fc\u304c\u7a3c\u50cd\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n
Q: \u5358\u306bVM\u3092\u4f7f\u3046\u306e\u3068\u6bd4\u8f03\u3057\u3066\u3001GKE\u306b\u306f\u8ffd\u52a0\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u306f\u3042\u308a\u307e\u305b\u3093\u304b\uff1f<\/h2>\n
GCP\u306b\u304a\u3051\u308b\u521d\u671f\u306e\u30c6\u30b9\u30c8\u306b\u304a\u3044\u3066\u3001us-west2\/1\u306b\u304a\u3051\u308bn1-standard-4\u3067\u306eiperf3\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306f\u30019 Gpbs\u4ee5\u4e0a\u3068\u3044\u3046\u7d20\u6674\u3089\u3057\u3044pod\u9593\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3092\u793a\u3057\u307e\u3057\u305f\u3002\u901a\u5e38\u3001GCP\u306f\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306b\u5bfe\u3057\u3066\u9ad8\u3044\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3068\u4f4e\u3044\u30ec\u30fc\u30c6\u30f3\u30b7\u30fc\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n
Q: Databricks\u304c\u5b8c\u5168\u306b\u30b3\u30f3\u30c6\u30ca\u5316\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3042\u308c\u3070\u3001(\u81ea\u5206\u306e\u30ed\u30fc\u30ab\u30eb\u306eKubernetes\u30af\u30e9\u30b9\u30bf\u30fc\u306a\u3069\u3067)\u81ea\u5206\u3067\u4f7f\u7528\u3059\u308b\u305f\u3081\u306bDatabricks\u30a4\u30e1\u30fc\u30b8\u3092\u30d7\u30eb\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u304b\uff1f<\/h2>\n
\u76ee\u524dDatabricks\u5c1a\u672a\u652f\u63f4\u6b64\u529f\u80fd\u3002<\/p>\n
\u95ee\uff1a\u5728\u4f7f\u7528GCP\u4e0a\u7684Databricks\u65f6\uff0c\u53ea\u80fd\u4f7f\u7528\u7279\u5b9a\u533a\u57df\u4e2d\u7684\u4e00\u4e2a\u53ef\u7528\u533a\u5417\uff1fGKE\u4e0a\u7684\u8282\u70b9\u5206\u914d\u662f\u5982\u4f55\u5de5\u4f5c\u7684\uff1f<\/h2>\n
GKE\u96c6\u7fa4\u5c06\u4f7f\u7528\u533a\u57df\u5185\u7684\u6240\u6709\u53ef\u7528\u533a\u3002<\/p>\n
Q: Databricks on GCP\u306b\u306f\u3069\u306e\u3088\u3046\u306a\u6a5f\u80fd\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u304b\uff1f<\/h2>\n
\u6700\u65b0\u306e\u60c5\u5831\u306b\u95a2\u3057\u3066\u306f\u3053\u3061\u3089\u306e\u30ea\u30f3\u30af\u3092\u30c1\u30a7\u30c3\u30af\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n
\u6211\u5bf9Silviu Tofan\u4f5c\u4e3a\u4f5c\u8005\u63d0\u4f9b\u7684\u6709\u4ef7\u503c\u7684\u8f93\u5165\u548c\u652f\u6301\u8868\u793a\u611f\u6fc0\u4e4b\u60c5\u3002<\/p>\n
Databricks \u514d\u8d39\u8bd5\u7528<\/h3>\n
Databricks \u514d\u8d39\u8bd5\u7528<\/p>\n","protected":false},"excerpt":{"rendered":"
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<\/div>\nGKE\u96c6\u7fa4\u548c\u8282\u70b9\u6c60\u3002<\/h2>\n
GKE\u30af\u30e9\u30b9\u30bf\u30fc\u306f\u3001\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u898f\u6a21\u3067\u7a3c\u50cd\u3059\u308b\u4fe1\u983c\u30b5\u30fc\u30d3\u30b9\u5c02\u7528\u306e\u30b7\u30b9\u30c6\u30e0\u30ce\u30fc\u30c9\u30d7\u30fc\u30eb\u306b\u3088\u3063\u3066\u30d6\u30fc\u30c8\u30b9\u30c8\u30e9\u30c3\u30d7\u3055\u308c\u307e\u3059\u3002Databricks\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u8d77\u52d5\u3059\u308b\u969b\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a8\u30b0\u30bc\u30ad\u30e5\u30fc\u30bf\u30fc\u30ce\u30fc\u30c9\u306e\u6570\u3068\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u30ce\u30fc\u30c9\u3068\u30a8\u30b0\u30bc\u30ad\u30e5\u30fc\u30bf\u30fc\u30ce\u30fc\u30c9\u306e\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u30d7\u30ec\u30fc\u30f3\u306e\u4e00\u90e8\u3067\u3042\u308b\u30af\u30e9\u30b9\u30bf\u30fc\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306f\u3001\u3053\u308c\u3089\u306e\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u306e\u305d\u308c\u305e\u308c\u306eGKE\u30ce\u30fc\u30c9\u30d7\u30fc\u30eb\u3092\u4f5c\u6210\u30fb\u7ba1\u7406\u3057\u307e\u3059\u3002\u591a\u304f\u306e\u5834\u5408\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u3068\u30a8\u30b0\u30bc\u30ad\u30e5\u30fc\u30bf\u30fc\u30ce\u30fc\u30c9\u3070\u7570\u306a\u308b\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3067\u52d5\u4f5c\u3057\u3001\u3053\u308c\u3089\u306f\u5225\u306e\u30ce\u30fc\u30c9\u30d7\u30fc\u30eb\u304b\u3089\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002<\/p>\n
\u547d\u540d\u7a7a\u95f4<\/h2>\n
Kubernetes\u306f\u30b9\u30b3\u30fc\u30d7\u306e\u3042\u308b\u540d\u524d(\u3059\u306a\u308f\u3061\u540d\u524d)\u3092\u4f34\u3046\u30d0\u30fc\u30c1\u30e3\u30eb\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306e\u540d\u524d\u7a7a\u9593\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u500b\u3005\u306eDatabricks\u30af\u30e9\u30b9\u30bf\u30fc\u306f\u3001\u5358\u4e00\u306eGKE\u30af\u30e9\u30b9\u30bf\u30fc\u306b\u304a\u3044\u3066Kubernetes\u540d\u524d\u7a7a\u9593\u3092\u901a\u3058\u3066\u4e92\u3044\u304c\u5206\u96e2\u3055\u308c\u3066\u304a\u308a\u3001\u5358\u4e00\u306eDatabricks\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u306b\u306f\u3001\u6570\u767e\u306eDatabricks\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u542b\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002GPC\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30dd\u30ea\u30b7\u30fc\u304c\u540c\u3058GKE\u30af\u30e9\u30b9\u30bf\u30fc\u5185\u306eDatabricks\u30af\u30e9\u30b9\u30bf\u30fc\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u5206\u96e2\u3057\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u3055\u3089\u306b\u6539\u5584\u3057\u307e\u3059\u3002Databricks\u30af\u30e9\u30b9\u30bf\u30fc\u5185\u306e\u30ce\u30fc\u30c9\u306f\u3001\u540c\u3058\u30af\u30e9\u30b9\u30bf\u30fc\u5185\u306e\u4ed6\u306e\u30ce\u30fc\u30c9\u3068\u306e\u307f\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u304d\u307e\u3059(\u3042\u308b\u3044\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3084\u4ed6\u306e\u30d1\u30d6\u30ea\u30c3\u30afGCP\u30b5\u30fc\u30d3\u30b9\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306bNAT\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3092\u4f7f\u7528\u3057\u307e\u3059)\u3002<\/p>\n
\u81ea\u5b9a\u4e49\u8d44\u6e90\u5b9a\u4e49<\/h2>\n
Kubernetes\u88ab\u5f7b\u5e95\u8bbe\u8ba1\u4e3a\u80fd\u591f\u4f7f\u7528Kubernetes\u81ea\u5b9a\u4e49\u8d44\u6e90\u5b9a\u4e49\uff08CRD\uff09\u8fdb\u884c\u5b9a\u5236\u5316\u548c\u6269\u5c55\u81ea\u8eabAPI\u7684\u529f\u80fd\u3002\u5bf9\u4e8e\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684\u6240\u6709\u96c6\u7fa4\uff0c\u5c06Databricks\u8fd0\u884c\u65f6\uff08DBR\uff09\u90e8\u7f72\u4e3aKubernetes CRD\u3002<\/p>\n
\u8282\u70b9\u6c60\u3001Pod\u3001Sidecar<\/h2>\n
Spark\u30c9\u30e9\u30a4\u30d0\u30fc\u3068\u30a8\u30b0\u30bc\u30ad\u30e5\u30fc\u30bf\u30fc\u306f\u3001Kubernetes pod\u30ce\u30fc\u30c9\u30bb\u30ec\u30af\u30bf\u30fc\u306b\u3088\u3063\u3066\u6307\u5b9a\u3055\u308c\u308b\u5bfe\u5fdc\u30ce\u30fc\u30c9\u30d7\u30fc\u30eb\u306e\u30ce\u30fc\u30c9\u306e\u4e2d\u3067\u7a3c\u50cd\u3059\u308bKubernetes pods\u3068\u3057\u3066\u30c7\u30d7\u30ed\u30a4\u3055\u308c\u307e\u3059\u3002\u4e00\u3064\u306eGKE\u30ce\u30fc\u30c9\u306f\u6392\u4ed6\u7684\u306b\u30c9\u30e9\u30a4\u30d0\u30fcpod\u3042\u308b\u3044\u306f\u30a8\u30b0\u30bc\u30ad\u30e5\u30fc\u30bf\u30fcpod\u306b\u3088\u3063\u3066\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u540d\u524d\u7a7a\u9593\u306f\u3001Kubernetes\u306e\u30e1\u30e2\u30ea\u30fc\u30ea\u30af\u30a8\u30b9\u30c8\u3068\u30ea\u30df\u30c3\u30c8\u306b\u3088\u3063\u3066\u8a2d\u5b9a\u3055\u308c\u307e\u3059\u3002<\/p>\n
\u305d\u308c\u305e\u308c\u306eKubernetes\u30ce\u30fc\u30c9\u306b\u304a\u3044\u3066\u306f\u3001Databricks\u306f\u30c9\u30e9\u30a4\u30d0\u30fc\u3084\u30a8\u30b0\u30bc\u30ad\u30e5\u30fc\u30bf\u30fc\u30b3\u30f3\u30c6\u30ca\u30fc\u3068\u3068\u3082\u306b\u5e7e\u3064\u304b\u306e\u4fe1\u983c\u30c7\u30fc\u30e2\u30f3\u30b3\u30f3\u30c6\u30ca\u3082\u52d5\u4f5c\u3055\u305b\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c7\u30fc\u30e2\u30f3\u306f\u30ce\u30fc\u30c9\u306e\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9\u3068\u30ed\u30b0\u53ce\u96c6\u3092\u884c\u3046\u4fe1\u983c\u30b5\u30a4\u30c9\u30ab\u30fc\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u30c9\u30e9\u30a4\u30d0\u30fc\u3001\u30a8\u30b0\u30bc\u30ad\u30e5\u30fc\u30bf\u30fc\u30b3\u30f3\u30c6\u30ca\u306f\u3001\u5236\u9650\u3055\u308c\u305f\u30a4\u30f3\u30bf\u30d5\u30a7\u30fc\u30b9\u3092\u901a\u3058\u3066\u540c\u3058pod\u306e\u30c7\u30fc\u30e2\u30f3\u30b3\u30f3\u30c6\u30ca\u306e\u307f\u3068\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u5e38\u89c1\u95ee\u9898\uff08FAQ\uff09<\/h1>\nQ: Databricks\u304c\u63d0\u4f9b\u3059\u308bGKE\u30af\u30e9\u30b9\u30bf\u30fc\u306b\u81ea\u5206\u306epod\u3092\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u307e\u3059\u304b\uff1f<\/h2>\n
Databricks GKE\u30af\u30e9\u30b9\u30bf\u30fc\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u6700\u5927\u9650\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u3088\u3063\u3066\u5236\u9650\u3055\u308c\u3001\u30ea\u30bd\u30fc\u30b9\u4f7f\u7528\u3092\u6700\u5c0f\u5316\u3059\u308b\u3088\u3046\u306b\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n
Q: \u81ea\u5206\u306e\u30ab\u30b9\u30bf\u30e0GKE\u30af\u30e9\u30b9\u30bf\u30fc\u306bDatabricks\u3092\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u307e\u3059\u304b\uff1f<\/h2>\n
\u73fe\u6642\u70b9\u3067\u306f\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n
Q: kubectl\u3067Databricks GKE\u30af\u30e9\u30b9\u30bf\u30fc\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b\uff1f<\/h2>\n
GKE\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u30c7\u30fc\u30bf\u30d7\u30ec\u30fc\u30f3\u306f\u304a\u5ba2\u69d8\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u7a3c\u50cd\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30a2\u30af\u30bb\u30b9\u5236\u9650\u3068\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u8a2d\u5b9a\u304c\u8a31\u53ef\u3055\u308c\u306a\u3044\u30a2\u30af\u30bb\u30b9\u3092\u9632\u5fa1\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n
Q: GKE\u4e0a\u306eDatabricks\u306f\u4ed6\u306e\u30af\u30e9\u30a6\u30c9\u306fVM\u4e0a\u306eDatabricks\u3088\u308a\u3082(\u30af\u30e9\u30b9\u30bf\u30fc\u8d77\u52d5\u6642\u9593\u306a\u3069\u304c)\u901f\u3044\u3067\u3059\u304b\uff1f<\/h2>\n
\u3053\u3061\u3089\u306b\u5bfe\u3059\u308b\u56de\u7b54\u306f\u591a\u304f\u306e\u8981\u7d20\u306b\u4f9d\u5b58\u3059\u308b\u306e\u3067\u3001\u3054\u81ea\u8eab\u3067\u8a08\u6e2c\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002Databricks\u306e\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\u306e\u30aa\u30d5\u30a1\u30ea\u30f3\u30b0\u306e\u30e1\u30ea\u30c3\u30c8\u306e\u4e00\u3064\u306f\u3001\u3053\u306e\u3088\u3046\u306a\u30c6\u30b9\u30c8\u3092\u30af\u30a4\u30c3\u30af\u306b\u884c\u3048\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u6211\u3005\u306e\u521d\u671f\u306e\u30c6\u30b9\u30c8\u3067\u306f\u3001\u5927\u898f\u6a21\u306e\u540c\u6642\u5b9f\u884c\u30ef\u30fc\u30ab\u30fc\u3001\u30b3\u30fc\u30eb\u30c9\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u306b\u304a\u3044\u3066\u306f\u4ed6\u306e\u30af\u30e9\u30a6\u30c9\u3068\u6bd4\u8f03\u3057\u3066GKE\u306e\u65b9\u304c\u9ad8\u901f\u3067\u3057\u305f\u3002\u540c\u7b49\u306e\u30ed\u30fc\u30ab\u30ebSSD\u3092\u6301\u3064\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u304c\u7279\u5b9a\u306eSpark\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u5b9f\u884c\u3057\u305f\u969b\u3001\u4ed6\u306e\u30af\u30e9\u30a6\u30c9\u306e\u540c\u7b49\u306e\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9(\u30b3\u30a2\u3001\u30e1\u30e2\u30ea\u30fc\u3001\u30c7\u30a3\u30b9\u30af)\u3068\u6bd4\u8f03\u3057\u3066\u82e5\u5e72\u9ad8\u901f\u3067\u3057\u305f\u3002<\/p>\n
\u4e3a\u4ec0\u4e48\u4e0d\u4e3a\u6bcf\u4e2aDatabricks\u96c6\u7fa4\u4f7f\u7528\u4e00\u4e2aGKE\u96c6\u7fa4\uff1f<\/h2>\n
\u52b9\u7387\u6027\u306e\u305f\u3081\u3067\u3059\u3002Databricks\u30af\u30e9\u30b9\u30bf\u30fc\u306f\u983b\u7e41\u306b\u4f5c\u6210\u3055\u308c\u3001\u305d\u308c\u3089\u306e\u3044\u304f\u3064\u304b(\u77ed\u6642\u9593\u306e\u30b8\u30e7\u30d6\u306a\u3069)\u306f\u77ed\u5bff\u547d\u3067\u3059\u3002<\/p>\n
\u95ee\u9898\uff1a\u542f\u52a8100\u4e2a\u8282\u70b9\u7684\u96c6\u7fa4\u9700\u8981\u591a\u957f\u65f6\u95f4\uff1f<\/h2>\n
100\u30ce\u30fc\u30c9\u4ee5\u4e0a\u306e\u5927\u898f\u6a21\u30af\u30e9\u30b9\u30bf\u30fc\u3067\u3042\u3063\u3066\u3082\u3001\u8d77\u52d5\u306f\u4e26\u5217\u3067\u5b9f\u884c\u3055\u308c\u308b\u306e\u3067\u3001\u8d77\u52d5\u6642\u9593\u306f\u30af\u30e9\u30b9\u30bf\u30fc\u30b5\u30a4\u30ba\u306b\u4f9d\u5b58\u3057\u307e\u305b\u3093\u3002\u3054\u81ea\u8eab\u306e\u8a2d\u5b9a\u3092\u7528\u3044\u3066\u81ea\u5206\u3067\u8d77\u52d5\u6642\u9593\u3092\u8a08\u6e2c\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n
Q: \u4e3a\u4e86\u6210\u672c\u6548\u76ca\uff0c\u5982\u4f55\u6700\u4f18\u5316\u5206\u914dpod\u5230\u8282\u70b9\u4e0a\uff1f\u6211\u60f3\u5c06\u4e00\u4e9bSpark\u6267\u884c\u5668pod\u5206\u914d\u5230\u66f4\u5927\u7684\u8282\u70b9\u4e0a\u3002<\/h2>\n
Pods\u306f\u305d\u308c\u305e\u308c\u306e\u7528\u9014(\u30c9\u30e9\u30a4\u30d0\u30fc\u3001\u30ef\u30fc\u30ab\u30fc\u30ce\u30fc\u30c9)\u306b\u5fdc\u3058\u3066Databricks\u306b\u3088\u3063\u3066\u6700\u9069\u306b\u8a2d\u5b9a\u3055\u308c\u307e\u3059\u3002<\/p>\n
\u95ee\u9898\uff1a\u6211\u53ef\u4ee5\u5c06\u81ea\u5df1\u7684VPC\u5e26\u5165\u5230GKE\u96c6\u7fa4\u4e2d\u5417\uff1f<\/h2>\n
\u5982\u679c\u60a8\u5bf9\u672c\u529f\u80fd\u611f\u5174\u8da3\uff0c\u8bf7\u8054\u7cfbDatabricks\u7684\u8d26\u6237\u7ecf\u7406\u4ee5\u83b7\u53d6\u8def\u7ebf\u56fe\u3002<\/p>\n
Q: \u5358\u4e00\u306eGKE\u30af\u30e9\u30b9\u30bf\u30fc\u3067Databricks\u304c\u8907\u6570\u306eDatabricks\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u5b9f\u884c\u3057\u3066\u3082\u5b89\u5168\u3067\u3059\u304b\uff1f<\/h2>\n
Databricks\u30af\u30e9\u30b9\u30bf\u30fc\u306fKubernetes\u540d\u524d\u7a7a\u9593\u3068GCP\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30dd\u30ea\u30b7\u30fc\u3092\u7528\u3044\u3066\u3001\u305d\u308c\u305e\u308c\u304c\u5b8c\u5168\u306b\u5206\u96e2\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3057\u3001\u30d7\u30ed\u30d3\u30b8\u30e7\u30f3\u3092\u9ad8\u901f\u306b\u3059\u308b\u305f\u3081\u306b\u3001\u540c\u3058Databricks\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u306eDatabricks\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u307f\u304cGKE\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u5171\u6709\u3057\u307e\u3059\u3002\u8907\u6570\u306e\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u3092\u304a\u6301\u3061\u3067\u3042\u308c\u3070\u3001\u305d\u308c\u305e\u308c\u306bGKE\u30af\u30e9\u30b9\u30bf\u30fc\u304c\u7a3c\u50cd\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n
Q: \u5358\u306bVM\u3092\u4f7f\u3046\u306e\u3068\u6bd4\u8f03\u3057\u3066\u3001GKE\u306b\u306f\u8ffd\u52a0\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u306f\u3042\u308a\u307e\u305b\u3093\u304b\uff1f<\/h2>\n
GCP\u306b\u304a\u3051\u308b\u521d\u671f\u306e\u30c6\u30b9\u30c8\u306b\u304a\u3044\u3066\u3001us-west2\/1\u306b\u304a\u3051\u308bn1-standard-4\u3067\u306eiperf3\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306f\u30019 Gpbs\u4ee5\u4e0a\u3068\u3044\u3046\u7d20\u6674\u3089\u3057\u3044pod\u9593\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3092\u793a\u3057\u307e\u3057\u305f\u3002\u901a\u5e38\u3001GCP\u306f\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306b\u5bfe\u3057\u3066\u9ad8\u3044\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3068\u4f4e\u3044\u30ec\u30fc\u30c6\u30f3\u30b7\u30fc\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n
Q: Databricks\u304c\u5b8c\u5168\u306b\u30b3\u30f3\u30c6\u30ca\u5316\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3042\u308c\u3070\u3001(\u81ea\u5206\u306e\u30ed\u30fc\u30ab\u30eb\u306eKubernetes\u30af\u30e9\u30b9\u30bf\u30fc\u306a\u3069\u3067)\u81ea\u5206\u3067\u4f7f\u7528\u3059\u308b\u305f\u3081\u306bDatabricks\u30a4\u30e1\u30fc\u30b8\u3092\u30d7\u30eb\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u304b\uff1f<\/h2>\n
\u76ee\u524dDatabricks\u5c1a\u672a\u652f\u63f4\u6b64\u529f\u80fd\u3002<\/p>\n
\u95ee\uff1a\u5728\u4f7f\u7528GCP\u4e0a\u7684Databricks\u65f6\uff0c\u53ea\u80fd\u4f7f\u7528\u7279\u5b9a\u533a\u57df\u4e2d\u7684\u4e00\u4e2a\u53ef\u7528\u533a\u5417\uff1fGKE\u4e0a\u7684\u8282\u70b9\u5206\u914d\u662f\u5982\u4f55\u5de5\u4f5c\u7684\uff1f<\/h2>\n
GKE\u96c6\u7fa4\u5c06\u4f7f\u7528\u533a\u57df\u5185\u7684\u6240\u6709\u53ef\u7528\u533a\u3002<\/p>\n
Q: Databricks on GCP\u306b\u306f\u3069\u306e\u3088\u3046\u306a\u6a5f\u80fd\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u304b\uff1f<\/h2>\n
\u6700\u65b0\u306e\u60c5\u5831\u306b\u95a2\u3057\u3066\u306f\u3053\u3061\u3089\u306e\u30ea\u30f3\u30af\u3092\u30c1\u30a7\u30c3\u30af\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n
\u6211\u5bf9Silviu Tofan\u4f5c\u4e3a\u4f5c\u8005\u63d0\u4f9b\u7684\u6709\u4ef7\u503c\u7684\u8f93\u5165\u548c\u652f\u6301\u8868\u793a\u611f\u6fc0\u4e4b\u60c5\u3002<\/p>\n
Databricks \u514d\u8d39\u8bd5\u7528<\/h3>\n
Databricks \u514d\u8d39\u8bd5\u7528<\/p>\n","protected":false},"excerpt":{"rendered":"
Why and How We Built Databricks for GCP on the Google K […]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-35883","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n