{"id":23492,"date":"2024-03-16T22:31:14","date_gmt":"2024-03-16T13:31:14","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/spark%e3%81%a7impala%e3%81%ab%e6%8e%a5%e7%b6%9a%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95%e3%81%af%e4%bd%95%e3%81%a7%e3%81%99%e3%81%8b%e3%80%82\/"},"modified":"2025-08-07T16:04:57","modified_gmt":"2025-08-07T07:04:57","slug":"spark%e3%81%a7impala%e3%81%ab%e6%8e%a5%e7%b6%9a%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95%e3%81%af%e4%bd%95%e3%81%a7%e3%81%99%e3%81%8b%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/spark%e3%81%a7impala%e3%81%ab%e6%8e%a5%e7%b6%9a%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95%e3%81%af%e4%bd%95%e3%81%a7%e3%81%99%e3%81%8b%e3%80%82\/","title":{"rendered":"spark\u3067Impala\u306b\u63a5\u7d9a\u3059\u308b\u65b9\u6cd5\u306f\u4f55\u3067\u3059\u304b\u3002"},"content":{"rendered":"

Spark\u3067Impala\u306b\u63a5\u7d9a\u3059\u308b\u306b\u306f\u3001Spark\u306eJDBC\u30b3\u30cd\u30af\u30bf\u3092\u4f7f\u7528\u3057\u3066Impala\u3068\u306e\u63a5\u7d9a\u3092\u78ba\u7acb\u3067\u304d\u307e\u3059\u3002Impala\u306b\u63a5\u7d9a\u3059\u308b\u65b9\u6cd5\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\uff1a<\/p>\n

\u6700\u521d\u306b\u3001Spark\u3068Impala\u304c\u6b63\u3057\u304f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3001\u4e21\u65b9\u304c\u7a3c\u50cd\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n

2. Spark\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u5fc5\u8981\u306a\u4f9d\u5b58\u95a2\u4fc2\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u901a\u5e38\u3001\u3053\u308c\u306b\u306fSpark SQL\u304a\u3088\u3073Impala JDBC\u30c9\u30e9\u30a4\u30d0\u30fc\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u4ee5\u4e0b\u306b\u4f8b\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n

import\u00a0org.apache.spark.sql.SparkSession<\/pre>\n
3. SparkSession\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u6210\u3057\u3001\u9069\u5207\u306a\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306b\u793a\u3059\u4f8b\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\uff1a<\/p>\n
val\u00a0spark\u00a0=\u00a0SparkSession<\/pre>\n
.builder()<\/p>\n
.appName(“Spark-Impala\u00a0Integration”)<\/p>\n
.config(“spark.sql.catalogImplementation”,\u00a0“hive”)<\/p>\n
.getOrCreate()<\/p>\n
<\/pre>\n
4. SparkSession\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u4f7f\u7528\u3057\u3066DataFrame\u307e\u305f\u306fDataset\u3092\u4f5c\u6210\u3057\u3001\u4e00\u6642\u7684\u306a\u30c6\u30fc\u30d6\u30eb\u3068\u3057\u3066\u767b\u9332\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u4f8b\u3067\u3059\u3002<\/p>\n
val\u00a0df\u00a0=\u00a0spark.read.format(\"jdbc\")<\/pre>\n
.option(“url”,\u00a0“jdbc:impala:\/\/<impala_host>:<impala_port>”)<\/p>\n
.option(“user”,\u00a0“<username>”)<\/p>\n
.option(“password”,\u00a0“<password>”)<\/p>\n
.option(“dbtable”,\u00a0“<database_name>.<table_name>”)<\/p>\n
.load()<\/p>\n
df.createOrReplaceTempView(“<temp_table_name>”)<\/p>\n
<\/pre>\n
“\u3092Impala\u306e\u30db\u30b9\u30c8\u540d\u307e\u305f\u306fIP\u30a2\u30c9\u30ec\u30b9\u306b\u3001“\u3092Impala\u306e\u30dd\u30fc\u30c8\u756a\u53f7\u306b\u3001“\u3068“\u3092Impala\u306b\u63a5\u7d9a\u3059\u308b\u305f\u3081\u306e\u30e6\u30fc\u30b6\u30fc\u540d\u3068\u30d1\u30b9\u30ef\u30fc\u30c9\u306b\u3001“\u3068“\u3092\u691c\u7d22\u3059\u308bImpala\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u540d\u3068\u30c6\u30fc\u30d6\u30eb\u540d\u306b\u3001“\u3092DataFrame\u306b\u767b\u9332\u3057\u305f\u3044\u4e00\u6642\u30c6\u30fc\u30d6\u30eb\u306e\u540d\u524d\u306b\u7f6e\u304d\u63db\u3048\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n
\u4eca\u3001Spark SQL\u3092\u4f7f\u7528\u3057\u3066SQL\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3057\u3001\u7d50\u679c\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u3067\u3059\u3002<\/p>\n
val\u00a0result\u00a0=\u00a0spark.sql(\"SELECT\u00a0*\u00a0FROM\u00a0<temp_table_name>\")<\/pre>\n
result.show()<\/p>\n
<\/pre>\n
Impala\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3001\u7d50\u679c\u3092\u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u8868\u793a\u3057\u307e\u3059\u3002<\/p>\n
\u5b9f\u969b\u306e\u64cd\u4f5c\u3067\u306f\u3001\u74b0\u5883\u3084\u8981\u4ef6\u306b\u5fdc\u3058\u3066\u9069\u5207\u306a\u8a2d\u5b9a\u3084\u8abf\u6574\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002JDBC\u63a5\u7d9a\u6587\u5b57\u5217\u3001\u30e6\u30fc\u30b6\u30fc\u540d\u3001\u30d1\u30b9\u30ef\u30fc\u30c9\u306a\u3069\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3092\u9069\u5207\u306b\u8a2d\u5b9a\u3057\u3066\u3001Impala\u3068\u306e\u63a5\u7d9a\u3092\u78ba\u7acb\u3057\u3001\u30af\u30a8\u30ea\u3092\u6210\u529f\u3055\u305b\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
Spark\u3067Impala\u306b\u63a5\u7d9a\u3059\u308b\u306b\u306f\u3001Spark\u306eJDBC\u30b3\u30cd\u30af\u30bf\u3092\u4f7f\u7528\u3057\u3066Impala\u3068\u306e\u63a5\u7d9a\u3092\u78ba\u7acb\u3067\u304d\u307e\u3059\u3002Impala\u306b\u63a5\u7d9a\u3059\u308b\u65b9\u6cd5\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\uff1a \u6700\u521d\u306b\u3001Spark\u3068Impala\u304c\u6b63\u3057\u304f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3001\u4e21 […]<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[26,61],"class_list":["post-23492","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-26","tag-61"],"yoast_head":"\nspark\u3067Impala\u306b\u63a5\u7d9a\u3059\u308b\u65b9\u6cd5\u306f\u4f55\u3067\u3059\u304b\u3002 - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"spark\u3067Impala\u306b\u63a5\u7d9a\u3059\u308b\u65b9\u6cd5\u306f\u4f55\u3067\u3059\u304b\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3002\u5b9f\u8df5\u7684\u306a\u4f8b\u3068\u30b3\u30fc\u30c9\u3001\u6ce8\u610f\u70b9\u3092\u542b\u3081\u3066\u521d\u5fc3\u8005\u306b\u3082\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\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\u3067impala\u306b\u63a5\u7d9a\u3059\u308b\u65b9\u6cd5\u306f\u4f55\u3067\u3059\u304b\u3002\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"spark\u3067Impala\u306b\u63a5\u7d9a\u3059\u308b\u65b9\u6cd5\u306f\u4f55\u3067\u3059\u304b\u3002\" \/>\n<meta property=\"og:description\" content=\"spark\u3067Impala\u306b\u63a5\u7d9a\u3059\u308b\u65b9\u6cd5\u306f\u4f55\u3067\u3059\u304b\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3002\u5b9f\u8df5\u7684\u306a\u4f8b\u3068\u30b3\u30fc\u30c9\u3001\u6ce8\u610f\u70b9\u3092\u542b\u3081\u3066\u521d\u5fc3\u8005\u306b\u3082\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/ja\/blog\/spark\u3067impala\u306b\u63a5\u7d9a\u3059\u308b\u65b9\u6cd5\u306f\u4f55\u3067\u3059\u304b\u3002\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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