{"id":25530,"date":"2024-03-17T04:39:43","date_gmt":"2024-03-16T19:39:43","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/spark%e3%81%a7%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%ab%e3%81%aehbase%e3%83%95%e3%82%a1%e3%82%a4%e3%83%ab%e3%82%92%e8%aa%ad%e3%81%bf%e8%be%bc%e3%82%80%e3%81%ab%e3%81%af%e3%81%a9%e3%81%86%e3%81%99%e3%82%8c\/"},"modified":"2024-03-22T11:42:26","modified_gmt":"2024-03-22T02:42:26","slug":"spark%e3%81%a7%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%ab%e3%81%aehbase%e3%83%95%e3%82%a1%e3%82%a4%e3%83%ab%e3%82%92%e8%aa%ad%e3%81%bf%e8%be%bc%e3%82%80%e3%81%ab%e3%81%af%e3%81%a9%e3%81%86%e3%81%99%e3%82%8c","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/spark%e3%81%a7%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%ab%e3%81%aehbase%e3%83%95%e3%82%a1%e3%82%a4%e3%83%ab%e3%82%92%e8%aa%ad%e3%81%bf%e8%be%bc%e3%82%80%e3%81%ab%e3%81%af%e3%81%a9%e3%81%86%e3%81%99%e3%82%8c\/","title":{"rendered":"spark\u3067\u30ed\u30fc\u30ab\u30eb\u306eHBase\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3044\u3044\u3067\u3059\u304b\uff1f"},"content":{"rendered":"

Spark\u3067\u30ed\u30fc\u30ab\u30eb\u306eHBase\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u53d6\u308b\u306b\u306f\u3001HBase\u306eJava API\u3068Spark\u306eHBase Connector\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u30ed\u30fc\u30ab\u30eb\u306eHBase\u30d5\u30a1\u30a4\u30eb\u3092Spark\u3067\u8aad\u307f\u53d6\u308b\u4e00\u822c\u7684\u306a\u624b\u9806\u3067\u3059\u3002<\/p>\n

    \n
  1. Maven\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u5834\u5408\u306f\u3001pom.xml\u306bHBase\u3068Spark\u306e\u4f9d\u5b58\u95a2\u4fc2\u3092\u8ffd\u52a0\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u4f8b\u3048\u3070\u3001\u4ee5\u4e0b\u306e\u4f9d\u5b58\u95a2\u4fc2\u3092\u8ffd\u52a0\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n
    <dependencies<\/span>><\/span>\r\n    <!-- HBase --><\/span>\r\n    <dependency<\/span>><\/span>\r\n        <groupId<\/span>><\/span>org.apache.hbase<\/groupId<\/span>><\/span>\r\n        <artifactId<\/span>><\/span>hbase-client<\/artifactId<\/span>><\/span>\r\n        <version<\/span>><\/span>2.4.6<\/version<\/span>><\/span>\r\n    <\/dependency<\/span>><\/span>\r\n    \r\n    <!-- Spark --><\/span>\r\n    <dependency<\/span>><\/span>\r\n        <groupId<\/span>><\/span>org.apache.spark<\/groupId<\/span>><\/span>\r\n        <artifactId<\/span>><\/span>spark-sql_2.12<\/artifactId<\/span>><\/span>\r\n        <version<\/span>><\/span>3.2.0<\/version<\/span>><\/span>\r\n    <\/dependency<\/span>><\/span>\r\n    \r\n    <!-- HBase Connector for Spark --><\/span>\r\n    <dependency<\/span>><\/span>\r\n        <groupId<\/span>><\/span>org.apache.hbase<\/groupId<\/span>><\/span>\r\n        <artifactId<\/span>><\/span>hbase-spark<\/artifactId<\/span>><\/span>\r\n        <version<\/span>><\/span>3.0.0<\/version<\/span>><\/span>\r\n    <\/dependency<\/span>><\/span>\r\n<\/dependencies<\/span>><\/span>\r\n<\/code><\/pre>\n
      \n
    1. Spark\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u5fc5\u8981\u306a\u30af\u30e9\u30b9\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b\u3002<\/li>\n<\/ol>\n
      import<\/span> org.apache.hadoop.hbase.HBaseConfiguration<\/span>\r\nimport<\/span> org.apache.spark.sql.SparkSession<\/span>\r\nimport<\/span> org.apache.hadoop.hbase.spark.HBaseContext<\/span>\r\n<\/code><\/pre>\n
        \n
      1. SparkSession\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n<\/ol>\n
        val<\/span> spark = SparkSession<\/span>.builder()\r\n  .appName(\"Read HBase File\"<\/span>)\r\n  .master(\"local\"<\/span>)\r\n  .getOrCreate()\r\n<\/code><\/pre>\n
          \n
        1. HBase\u306e\u8a2d\u5b9a\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u6210\u3057\u3001\u5fc5\u8981\u306a\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n
          val<\/span> hbaseConf = HBaseConfiguration<\/span>.create()\r\nhbaseConf.set(\"hbase.zookeeper.quorum\"<\/span>, \"localhost\"<\/span>)\r\nhbaseConf.set(\"hbase.zookeeper.property.clientPort\"<\/span>, \"2181\"<\/span>)\r\n<\/code><\/pre>\n
            \n
          1. HBaseContext\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u6210\u3059\u308b:<\/li>\n<\/ol>\n
            val<\/span> hbaseContext = new<\/span> HBaseContext<\/span>(spark.sparkContext, hbaseConf)\r\n<\/code><\/pre>\n
              \n
            1. \u307e\u3068\u3081\u3066\u53d6\u5f97<\/li>\n<\/ol>\n
              val<\/span> tableName = \"my_table\"<\/span>\r\nval<\/span> cf = \"my_column_family\"<\/span>\r\nval<\/span> columns = Seq<\/span>(\"column1\"<\/span>, \"column2\"<\/span>)\r\n\r\nval<\/span> rdd = hbaseContext.bulkGet[Array<\/span>[Byte<\/span>], Array<\/span>[(Array<\/span>[Byte<\/span>], Array<\/span>[Byte<\/span>], Array<\/span>[Byte<\/span>])]](\r\n  tableName,\r\n  2<\/span>, \/\/ \u5e76\u884c\u5ea6<\/span>\r\n  spark.sparkContext.parallelize(Seq<\/span>(\"rowkey1\"<\/span>, \"rowkey2\"<\/span>)), \/\/ \u8981\u8bfb\u53d6\u7684\u884c\u952e<\/span>\r\n  record => {\r\n    \/\/ \u521b\u5efaGet\u5bf9\u8c61\u5e76\u8bbe\u7f6e\u8981\u83b7\u53d6\u7684\u5217\u65cf\u548c\u5217<\/span>\r\n    val<\/span> get = new<\/span> Get<\/span>(record)\r\n    columns.foreach(column => {\r\n      get.addColumn(Bytes<\/span>.toBytes(cf), Bytes<\/span>.toBytes(column))\r\n    })\r\n    get\r\n  },\r\n  (result: Result<\/span>) => {\r\n    \/\/ \u5c06\u7ed3\u679c\u8f6c\u6362\u4e3aArray[(Array[Byte], Array[Byte], Array[Byte])]<\/span>\r\n    result.rawCells().map(cell => (cell.getRowArray, cell.getFamilyArray, cell.getValueArray))\r\n  }\r\n)\r\n<\/code><\/pre>\n
                \n
              1. RDD\u4e2d\u306e\u30c7\u30fc\u30bf\u3092\u3055\u3089\u306b\u51e6\u7406\u3057\u3001DataFrame\u306b\u5909\u63db\u3057\u3066\u5206\u6790\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n
                import<\/span> spark.implicits._\r\n\r\nval<\/span> df = rdd.map(row => (Bytes<\/span>.toString(row._1), Bytes<\/span>.toString(row._2), Bytes<\/span>.toString(row._3)))\r\n  .toDF(\"rowkey\"<\/span>, \"column_family\"<\/span>, \"value\"<\/span>)\r\n\r\ndf.show()\r\n<\/code><\/pre>\n
                HBase\u30d5\u30a1\u30a4\u30eb\u3092\u30ed\u30fc\u30ab\u30eb\u3067\u8aad\u307f\u8fbc\u307f\u3001Spark\u3067\u3055\u3089\u306a\u308b\u51e6\u7406\u3068\u5206\u6790\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u3001HBase\u306e\u8a2d\u5b9a\u3068ZooKeeper\u306e\u63a5\u7d9a\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u6b63\u3057\u304f\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u524d\u63d0\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
                Spark\u3067\u30ed\u30fc\u30ab\u30eb\u306eHBase\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u53d6\u308b\u306b\u306f\u3001HBase\u306eJava API\u3068Spark\u306eHBase Connector\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u30ed\u30fc\u30ab\u30eb\u306eHBase\u30d5\u30a1\u30a4\u30eb\u3092Spark\u3067\u8aad\u307f\u53d6\u308b\u4e00\u822c\u7684\u306a\u624b […]<\/p>\n","protected":false},"author":11,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-25530","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\nspark\u3067\u30ed\u30fc\u30ab\u30eb\u306eHBase\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3044\u3044\u3067\u3059\u304b\uff1f - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/ja\/blog\/spark\u3067\u30ed\u30fc\u30ab\u30eb\u306ehbase\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u306b\u306f\u3069\u3046\u3059\u308c\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"spark\u3067\u30ed\u30fc\u30ab\u30eb\u306eHBase\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3044\u3044\u3067\u3059\u304b\uff1f\" \/>\n<meta property=\"og:description\" content=\"Spark\u3067\u30ed\u30fc\u30ab\u30eb\u306eHBase\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u53d6\u308b\u306b\u306f\u3001HBase\u306eJava API\u3068Spark\u306eHBase Connector\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u30ed\u30fc\u30ab\u30eb\u306eHBase\u30d5\u30a1\u30a4\u30eb\u3092Spark\u3067\u8aad\u307f\u53d6\u308b\u4e00\u822c\u7684\u306a\u624b […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/ja\/blog\/spark\u3067\u30ed\u30fc\u30ab\u30eb\u306ehbase\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u306b\u306f\u3069\u3046\u3059\u308c\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2024-03-16T19:39:43+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-03-22T02:42:26+00:00\" \/>\n<meta name=\"author\" content=\"\u512a\u6597, \u671d\u967d\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u512a\u6597, \u671d\u967d\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/ja\/blog\/spark%e3%81%a7%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%ab%e3%81%aehbase%e3%83%95%e3%82%a1%e3%82%a4%e3%83%ab%e3%82%92%e8%aa%ad%e3%81%bf%e8%be%bc%e3%82%80%e3%81%ab%e3%81%af%e3%81%a9%e3%81%86%e3%81%99%e3%82%8c\/\",\"url\":\"https:\/\/www.silicloud.com\/ja\/blog\/spark%e3%81%a7%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%ab%e3%81%aehbase%e3%83%95%e3%82%a1%e3%82%a4%e3%83%ab%e3%82%92%e8%aa%ad%e3%81%bf%e8%be%bc%e3%82%80%e3%81%ab%e3%81%af%e3%81%a9%e3%81%86%e3%81%99%e3%82%8c\/\",\"name\":\"spark\u3067\u30ed\u30fc\u30ab\u30eb\u306eHBase\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3044\u3044\u3067\u3059\u304b\uff1f - Blog - Silicon Cloud\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/ja\/blog\/#website\"},\"datePublished\":\"2024-03-16T19:39:43+00:00\",\"dateModified\":\"2024-03-22T02:42:26+00:00\",\"author\":{\"@id\":\"https:\/\/www.silicloud.com\/ja\/blog\/#\/schema\/person\/cab7534c71201607a41f395de14d7d28\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.silicloud.com\/ja\/blog\/spark%e3%81%a7%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%ab%e3%81%aehbase%e3%83%95%e3%82%a1%e3%82%a4%e3%83%ab%e3%82%92%e8%aa%ad%e3%81%bf%e8%be%bc%e3%82%80%e3%81%ab%e3%81%af%e3%81%a9%e3%81%86%e3%81%99%e3%82%8c\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.silicloud.com\/ja\/blog\/spark%e3%81%a7%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%ab%e3%81%aehbase%e3%83%95%e3%82%a1%e3%82%a4%e3%83%ab%e3%82%92%e8%aa%ad%e3%81%bf%e8%be%bc%e3%82%80%e3%81%ab%e3%81%af%e3%81%a9%e3%81%86%e3%81%99%e3%82%8c\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.silicloud.com\/ja\/blog\/spark%e3%81%a7%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%ab%e3%81%aehbase%e3%83%95%e3%82%a1%e3%82%a4%e3%83%ab%e3%82%92%e8%aa%ad%e3%81%bf%e8%be%bc%e3%82%80%e3%81%ab%e3%81%af%e3%81%a9%e3%81%86%e3%81%99%e3%82%8c\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.silicloud.com\/ja\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"spark\u3067\u30ed\u30fc\u30ab\u30eb\u306eHBase\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3044\u3044\u3067\u3059\u304b\uff1f\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.silicloud.com\/ja\/blog\/#website\",\"url\":\"https:\/\/www.silicloud.com\/ja\/blog\/\",\"name\":\"Blog - Silicon Cloud\",\"description\":\"\",\"inLanguage\":\"ja\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.silicloud.com\/ja\/blog\/#\/schema\/person\/cab7534c71201607a41f395de14d7d28\",\"name\":\"\u512a\u6597, \u671d\u967d\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/www.silicloud.com\/ja\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/56ecb1d20648a2ff67709eeaa7b6eddeb4d52aca0d46febc7f12bbef507187d0?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/56ecb1d20648a2ff67709eeaa7b6eddeb4d52aca0d46febc7f12bbef507187d0?s=96&d=mm&r=g\",\"caption\":\"\u512a\u6597, \u671d\u967d\"},\"url\":\"https:\/\/www.silicloud.com\/ja\/blog\/author\/yutoasahi\/\"},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/www.silicloud.com\/ja\/blog\/spark%e3%81%a7%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%ab%e3%81%aehbase%e3%83%95%e3%82%a1%e3%82%a4%e3%83%ab%e3%82%92%e8%aa%ad%e3%81%bf%e8%be%bc%e3%82%80%e3%81%ab%e3%81%af%e3%81%a9%e3%81%86%e3%81%99%e3%82%8c\/#local-main-organization-logo\",\"url\":\"\",\"contentUrl\":\"\",\"caption\":\"Blog - Silicon Cloud\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"spark\u3067\u30ed\u30fc\u30ab\u30eb\u306eHBase\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3044\u3044\u3067\u3059\u304b\uff1f - Blog - Silicon Cloud","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.silicloud.com\/ja\/blog\/spark\u3067\u30ed\u30fc\u30ab\u30eb\u306ehbase\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u306b\u306f\u3069\u3046\u3059\u308c\/","og_locale":"ja_JP","og_type":"article","og_title":"spark\u3067\u30ed\u30fc\u30ab\u30eb\u306eHBase\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3044\u3044\u3067\u3059\u304b\uff1f","og_description":"Spark\u3067\u30ed\u30fc\u30ab\u30eb\u306eHBase\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u53d6\u308b\u306b\u306f\u3001HBase\u306eJava API\u3068Spark\u306eHBase Connector\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u30ed\u30fc\u30ab\u30eb\u306eHBase\u30d5\u30a1\u30a4\u30eb\u3092Spark\u3067\u8aad\u307f\u53d6\u308b\u4e00\u822c\u7684\u306a\u624b […]","og_url":"https:\/\/www.silicloud.com\/ja\/blog\/spark\u3067\u30ed\u30fc\u30ab\u30eb\u306ehbase\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u306b\u306f\u3069\u3046\u3059\u308c\/","og_site_name":"Blog - Silicon Cloud","article_published_time":"2024-03-16T19:39:43+00:00","article_modified_time":"2024-03-22T02:42:26+00:00","author":"\u512a\u6597, \u671d\u967d","twitter_card":"summary_large_image","twitter_misc":{"\u57f7\u7b46\u8005":"\u512a\u6597, \u671d\u967d","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"1\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.silicloud.com\/ja\/blog\/spark%e3%81%a7%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%ab%e3%81%aehbase%e3%83%95%e3%82%a1%e3%82%a4%e3%83%ab%e3%82%92%e8%aa%ad%e3%81%bf%e8%be%bc%e3%82%80%e3%81%ab%e3%81%af%e3%81%a9%e3%81%86%e3%81%99%e3%82%8c\/","url":"https:\/\/www.silicloud.com\/ja\/blog\/spark%e3%81%a7%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%ab%e3%81%aehbase%e3%83%95%e3%82%a1%e3%82%a4%e3%83%ab%e3%82%92%e8%aa%ad%e3%81%bf%e8%be%bc%e3%82%80%e3%81%ab%e3%81%af%e3%81%a9%e3%81%86%e3%81%99%e3%82%8c\/","name":"spark\u3067\u30ed\u30fc\u30ab\u30eb\u306eHBase\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3044\u3044\u3067\u3059\u304b\uff1f - Blog - Silicon Cloud","isPartOf":{"@id":"https:\/\/www.silicloud.com\/ja\/blog\/#website"},"datePublished":"2024-03-16T19:39:43+00:00","dateModified":"2024-03-22T02:42:26+00:00","author":{"@id":"https:\/\/www.silicloud.com\/ja\/blog\/#\/schema\/person\/cab7534c71201607a41f395de14d7d28"},"breadcrumb":{"@id":"https:\/\/www.silicloud.com\/ja\/blog\/spark%e3%81%a7%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%ab%e3%81%aehbase%e3%83%95%e3%82%a1%e3%82%a4%e3%83%ab%e3%82%92%e8%aa%ad%e3%81%bf%e8%be%bc%e3%82%80%e3%81%ab%e3%81%af%e3%81%a9%e3%81%86%e3%81%99%e3%82%8c\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.silicloud.com\/ja\/blog\/spark%e3%81%a7%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%ab%e3%81%aehbase%e3%83%95%e3%82%a1%e3%82%a4%e3%83%ab%e3%82%92%e8%aa%ad%e3%81%bf%e8%be%bc%e3%82%80%e3%81%ab%e3%81%af%e3%81%a9%e3%81%86%e3%81%99%e3%82%8c\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.silicloud.com\/ja\/blog\/spark%e3%81%a7%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%ab%e3%81%aehbase%e3%83%95%e3%82%a1%e3%82%a4%e3%83%ab%e3%82%92%e8%aa%ad%e3%81%bf%e8%be%bc%e3%82%80%e3%81%ab%e3%81%af%e3%81%a9%e3%81%86%e3%81%99%e3%82%8c\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.silicloud.com\/ja\/blog\/"},{"@type":"ListItem","position":2,"name":"spark\u3067\u30ed\u30fc\u30ab\u30eb\u306eHBase\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3044\u3044\u3067\u3059\u304b\uff1f"}]},{"@type":"WebSite","@id":"https:\/\/www.silicloud.com\/ja\/blog\/#website","url":"https:\/\/www.silicloud.com\/ja\/blog\/","name":"Blog - Silicon Cloud","description":"","inLanguage":"ja"},{"@type":"Person","@id":"https:\/\/www.silicloud.com\/ja\/blog\/#\/schema\/person\/cab7534c71201607a41f395de14d7d28","name":"\u512a\u6597, \u671d\u967d","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.silicloud.com\/ja\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/56ecb1d20648a2ff67709eeaa7b6eddeb4d52aca0d46febc7f12bbef507187d0?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/56ecb1d20648a2ff67709eeaa7b6eddeb4d52aca0d46febc7f12bbef507187d0?s=96&d=mm&r=g","caption":"\u512a\u6597, \u671d\u967d"},"url":"https:\/\/www.silicloud.com\/ja\/blog\/author\/yutoasahi\/"},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.silicloud.com\/ja\/blog\/spark%e3%81%a7%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%ab%e3%81%aehbase%e3%83%95%e3%82%a1%e3%82%a4%e3%83%ab%e3%82%92%e8%aa%ad%e3%81%bf%e8%be%bc%e3%82%80%e3%81%ab%e3%81%af%e3%81%a9%e3%81%86%e3%81%99%e3%82%8c\/#local-main-organization-logo","url":"","contentUrl":"","caption":"Blog - Silicon Cloud"}]}},"_links":{"self":[{"href":"https:\/\/www.silicloud.com\/ja\/blog\/wp-json\/wp\/v2\/posts\/25530","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.silicloud.com\/ja\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.silicloud.com\/ja\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/ja\/blog\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/ja\/blog\/wp-json\/wp\/v2\/comments?post=25530"}],"version-history":[{"count":2,"href":"https:\/\/www.silicloud.com\/ja\/blog\/wp-json\/wp\/v2\/posts\/25530\/revisions"}],"predecessor-version":[{"id":106765,"href":"https:\/\/www.silicloud.com\/ja\/blog\/wp-json\/wp\/v2\/posts\/25530\/revisions\/106765"}],"wp:attachment":[{"href":"https:\/\/www.silicloud.com\/ja\/blog\/wp-json\/wp\/v2\/media?parent=25530"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.silicloud.com\/ja\/blog\/wp-json\/wp\/v2\/categories?post=25530"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.silicloud.com\/ja\/blog\/wp-json\/wp\/v2\/tags?post=25530"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}