{"id":344759,"date":"2023-04-22T07:26:00","date_gmt":"2023-04-22T06:26:00","guid":{"rendered":"https:\/\/blog.jetbrains.com\/?post_type=big-data-tools&#038;p=344759"},"modified":"2023-09-04T17:20:33","modified_gmt":"2023-09-04T16:20:33","slug":"big-data-tools-2023-1","status":"publish","type":"big-data-tools","link":"https:\/\/blog.jetbrains.com\/zh-hans\/big-data-tools\/2023\/04\/22\/big-data-tools-2023-1\/","title":{"rendered":"Big Data Tools 2023.1 \u73b0\u5df2\u53d1\u5e03\uff01"},"content":{"rendered":"<p>\u6211\u4eec\u7684\u6700\u65b0\u7248\u672c\u5305\u542b\u591a\u9879\u65b0\u529f\u80fd\u548c\u57fa\u4e8e\u7528\u6237\u53cd\u9988\u7684\u6539\u8fdb\u3002 \u5728\u6b64\u7248\u672c\u4e2d\uff0c\u6211\u4eec\u5728 Big Data Tools \u4e2d\u6dfb\u52a0\u4e86\u4e0e Kafka \u67b6\u6784\u6ce8\u518c\u8868\u3001Kerberos \u8eab\u4efd\u9a8c\u8bc1\u7684\u96c6\u6210\uff0c\u5e76\u6269\u5c55\u4e86\u5bf9\u6240\u6709\u4e91\u5b58\u50a8\u7684\u652f\u6301\u3002 \u7ee7\u7eed\u9605\u8bfb\u4ee5\u4e86\u89e3 Big Data Tools \u63d2\u4ef6\u4e2d\u6700\u91cd\u8981\u7684\u53d8\u5316\uff0c\u6216\u8005\u901a\u8fc7\u5c06\u5176\u5b89\u88c5\u5230 IntelliJ IDEA Ultimate\u3001PyCharm Professional\u3001DataSpell \u6216 DataGrip 2023.1 \u4ee5\u7acb\u5373\u8bd5\u7528\u3002<\/p>\n<h2>\u65b0\u529f\u80fd\uff1aKafka \u67b6\u6784\u6ce8\u518c\u8868\u8fde\u63a5<\/h2>\n<p>\u5e94\u5927\u91cf\u8bf7\u6c42\uff0c\u6211\u4eec\u5df2\u5c06 Kafka \u67b6\u6784\u6ce8\u518c\u8868\u8fde\u63a5\u96c6\u6210\u5230 2023.1 \u7248\u672c\u7684 Big Data Tools \u63d2\u4ef6\u4e2d\u3002 \u67b6\u6784\u6ce8\u518c\u8868\u5b9a\u4e49\u6570\u636e\u7ed3\u6784\u5e76\u5e2e\u52a9\u60a8\u7684 Kafka \u5e94\u7528\u7a0b\u5e8f\u4e0e\u6570\u636e\u66f4\u6539\u4fdd\u6301\u540c\u6b65\u3002 \u901a\u8fc7\u8fd9\u9879\u6700\u65b0\u66f4\u65b0\uff0c\u60a8\u53ef\u4ee5\u76f4\u63a5\u4ece IDE \u63a2\u7d22\u4ee5 Avro \u6216 Protobuf \u5e8f\u5217\u5316\u7684 Kafka \u4e3b\u9898\u3002<\/p>\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-340724\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2023\/04\/Kafka_Schema_Registry-1.png\" alt=\"Kafka \u67b6\u6784\u6ce8\u518c\u8868\u652f\u6301\" width=\"1962\" height=\"864\" \/><\/figure>\n<p>\u6211\u4eec\u8fd8\u901a\u8fc7\u5b89\u5168\u7684 SSH \u96a7\u9053\u5b9e\u73b0\u4e86\u4e0e\u67b6\u6784\u6ce8\u518c\u8868\u7684\u8fde\u63a5\uff0c\u4ee5\u5e2e\u52a9\u60a8\u4ece\u672c\u5730\u673a\u5668\u4f7f\u7528\u548c\u751f\u4ea7\u6d88\u606f\u3002<\/p>\n<h2>\u4f7f\u7528\u4e91\u5b58\u50a8\u66f4\u52a0\u65b9\u4fbf<\/h2>\n<p>\u6211\u4eec\u5df2\u5728\u6240\u6709\u53d7\u652f\u6301\u7684\u8fdc\u7a0b\u6587\u4ef6\u5b58\u50a8\uff08\u4f8b\u5982 Amazon S3\u3001Google Cloud Storage \u548c Microsoft Azure Blob Storage\uff09\u4e4b\u95f4\u5bf9\u6211\u4eec\u7684\u529f\u80fd\u96c6\u8fdb\u884c\u4e86\u7edf\u4e00\u8c03\u6574\u3002 \u4ee5\u4e0b\u662f\u6700\u4e3a\u663e\u8457\u7684\u6539\u8fdb\uff1a<\/p>\n<ul>\n<li>\u60a8\u73b0\u5728\u53ef\u4ee5\u76f4\u63a5\u5728 IDE \u4e2d\u67e5\u770b\u548c\u7ba1\u7406\u5b58\u50a8\u6876\u5bf9\u8c61\u7684\u7248\u672c\u3002<\/li>\n<li>\u5982\u679c\u60a8\u4f7f\u7528\u5bf9\u8c61\u6216\u5b58\u50a8\u6876\u6807\u8bb0\u5bf9\u5b58\u50a8\u8fdb\u884c\u5206\u7c7b\uff0c\u60a8\u73b0\u5728\u53ef\u4ee5\u5728\u4e0d\u79bb\u5f00\u7f16\u8f91\u5668\u7a97\u53e3\u7684\u60c5\u51b5\u4e0b\u5bf9\u5176\u8fdb\u884c\u4fee\u6539\u548c\u67e5\u770b\u3002<\/li>\n<li>\u65b0\u7684\u4e0a\u4e0b\u6587\u641c\u7d22\u529f\u80fd\u652f\u6301\u901a\u8fc7\u8f93\u5165\u76f8\u5173\u5173\u952e\u5b57\u5feb\u901f\u5b9a\u4f4d\u5230\u4e91\u5b58\u50a8\u4e2d\u7684\u7279\u5b9a\u5b58\u50a8\u6876\u3002<\/li>\n<\/ul>\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-340713\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2023\/04\/Cloud_Storages_Versioning-1.gif\" alt=\"\u4e91\u5b58\u50a8\u652f\u6301\" width=\"1568\" height=\"956\" \/><\/figure>\n<h2>Hive Metastore \u96c6\u6210\u5f97\u5230\u6269\u5c55<\/h2>\n<p>\u63d2\u4ef6\u73b0\u5728\u540c\u65f6\u652f\u6301 Hive 3 \u548c Hive 2\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u5728\u81ea\u5df1\u7684 IDE \u4e2d\u9884\u89c8\u548c\u4e86\u89e3\u81ea\u5df1\u7684\u6570\u636e\u3002 \u60a8\u53ef\u4ee5\u5728\u7f16\u8f91\u5668\u7684\u5355\u72ec\u6807\u7b7e\u9875\u4e2d\u6253\u5f00 Hive Metastore \u6216\u5176\u7279\u5b9a\u76ee\u5f55\u3001\u6570\u636e\u5e93\u548c\u8868\u3002<\/p>\n<figure class=\"wp-block-image size-medium\"><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-340380\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2023\/04\/image-1200x714.png\" alt=\"Hive Metastore \u96c6\u6210\" width=\"1200\" height=\"714\" \/><\/figure>\n<p><!--more--><\/p>\n<h2>\u9488\u5bf9 Apache Zeppelin \u96c6\u6210\u7684\u6539\u8fdb<\/h2>\n<p>\u5982\u679c\u60a8\u5728 IDE \u4e2d\u4f7f\u7528 Zeppelin Notebook\uff0c\u53ef\u4ee5\u5c06 Spark \u4f5c\u4e1a\u4ee3\u7801\u63d0\u53d6\u5230 Scala \u6587\u4ef6\u4e2d\uff0c\u4ee5\u4fbf\u5728 IDE \u9879\u76ee\u4e2d\u7ee7\u7eed\u5904\u7406\u3002 \u5728\u6b64\u7248\u672c\u4e2d\uff0c\u6211\u4eec\u6dfb\u52a0\u4e86\u7528\u4e8e\u63d0\u53d6\u6240\u9009 Scala \u4ee3\u7801\u548c\u6bb5\u843d\u4e2d\u4ee3\u7801\u7684\u9009\u9879\u3002<\/p>\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-340536\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2023\/04\/Zeppelin_Notebook_Extract.gif\" alt=\"\u63d0\u53d6 Zeppelin \u6bb5\u843d\" width=\"1630\" height=\"1396\" \/><\/figure>\n<p>\u6211\u4eec\u6dfb\u52a0\u4e86\u9488\u5bf9 Zeppelin \u4e2d\u7684 PySpark \u6bb5\u843d\u7684\u4ee3\u7801\u8865\u5168\uff0c\u5b83\u4f1a\u901a\u8fc7\u63d0\u4f9b\u4ece DataFrame \u63a8\u65ad\u7684\u5217\u7684\u5217\u8868\u6765\u8865\u5168\u5217\u540d\u3002<\/p>\n<p>\u6211\u4eec\u8fd8\u5c06 Dependencies\uff08\u4f9d\u8d56\u9879\uff09\u548c Interpreter Settings\uff08\u89e3\u91ca\u5668\u8bbe\u7f6e\uff09\u5408\u5e76\u5230\u4e86\u4e00\u4e2a\u7a97\u53e3\u4e2d\uff0c\u4ece\u800c\u66f4\u5bb9\u6613\u627e\u5230\u5fc5\u8981\u7684\u8bbe\u7f6e\u3002<\/p>\n<h2>Kerberos \u8eab\u4efd\u9a8c\u8bc1<\/h2>\n<p>\u73b0\u5728\u53ef\u4ee5\u4f7f\u7528 Kerberos \u8eab\u4efd\u9a8c\u8bc1\u8fde\u63a5\u5230 Kafka\u3001HDFS \u548c Hive Metastore\u3002<\/p>\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-340583\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2023\/04\/Kerberos-3.gif\" alt=\"Kerberos \u8eab\u4efd\u9a8c\u8bc1\" width=\"1382\" height=\"1214\" \/><\/figure>\n<h2>AWS \u670d\u52a1\u4e2d\u7684\u5355\u4e00\u8eab\u4efd\u9a8c\u8bc1<\/h2>\n<p>\u6211\u4eec\u6dfb\u52a0\u4e86\u8de8 AWS S3\u3001AWS Glue \u548c AWS EMR \u8fde\u63a5\u5171\u4eab AWS \u8eab\u4efd\u9a8c\u8bc1\u7684\u529f\u80fd\u3002 \u8fd9\u6d88\u9664\u4e86\u9488\u5bf9\u6bcf\u4e2a\u8fde\u63a5\u91cd\u590d\u8f93\u5165\u5bc6\u94a5\u6216\u6267\u884c MFA \u8eab\u4efd\u9a8c\u8bc1\u7684\u9700\u6c42\u3002<\/p>\n<h2>\u67e5\u770b\u5927\u6570\u636e\u4e8c\u8fdb\u5236\u6587\u4ef6<\/h2>\n<p>\u501f\u52a9 Big Data Tools \u63d2\u4ef6\uff0c\u60a8\u53ef\u4ee5\u5728\u4e0d\u79bb\u5f00 IDE \u7684\u60c5\u51b5\u4e0b\u65b9\u4fbf\u5730\u9884\u89c8\u5927\u6570\u636e\u6587\u4ef6\u683c\u5f0f\u7684\u5185\u5bb9\u3002 \u6700\u65b0\u7248\u672c\u652f\u6301\u6253\u5f00\u4f7f\u7528 zstd\u3001Brotli \u548c LZ4 \u7b49\u538b\u7f29\u65b9\u6cd5\u7684 Parquet \u6587\u4ef6\u3002<\/p>\n<p><strong>\u6709\u5173\u65b0\u529f\u80fd\u548c\u589e\u5f3a\u529f\u80fd\u7684\u5b8c\u6574\u5217\u8868\uff0c\u8bf7\u53c2\u9605 <a href=\"https:\/\/plugins.jetbrains.com\/plugin\/12494-big-data-tools\/changes-in-2023-1\" target=\"_blank\" rel=\"noopener\">Big Data Tools \u63d2\u4ef6\u9875\u9762<\/a>\u4e0a\u7684\u66f4\u6539\u65e5\u5fd7\u3002 \u8bf7\u5728\u6211\u4eec\u7684<a href=\"https:\/\/youtrack.jetbrains.com\/issues\/BDIDE\" target=\"_blank\" rel=\"noopener\">\u95ee\u9898\u8ddf\u8e2a\u5668<\/a>\u4e2d\u5206\u4eab\u60a8\u7684\u53cd\u9988\u5e76\u62a5\u544a\u60a8\u9047\u5230\u7684\u4efb\u4f55\u95ee\u9898\u3002<\/strong><\/p>\n<p>Big Data Tools \u56e2\u961f<\/p>\n\n\n<p><\/p>\n\n\n\n<p>\u672c\u535a\u6587\u82f1\u6587\u539f\u4f5c\u8005\uff1a<\/p>\n\n\n    <div class=\"about-author \">\n        <div class=\"about-author__box\">\n            <div class=\"row\">\n                <div class=\"about-author__box-img\">\n                    <img decoding=\"async\" src=\"https:\/\/secure.gravatar.com\/avatar\/?s=200&#038;r=g\" width=\"200\" height=\"200\" alt=\"\" loading=\"lazy\"  class=\"avatar avatar-200 wp-user-avatar wp-user-avatar-200 photo avatar-default\">\n                <\/div>\n                <div class=\"about-author__box-text\">\n                                                        <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n","protected":false},"author":1297,"featured_media":340470,"comment_status":"closed","ping_status":"closed","template":"","categories":[89,907],"tags":[],"cross-post-tag":[],"acf":[],"_links":{"self":[{"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/big-data-tools\/344759"}],"collection":[{"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/big-data-tools"}],"about":[{"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/types\/big-data-tools"}],"author":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/users\/1297"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/comments?post=344759"}],"version-history":[{"count":4,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/big-data-tools\/344759\/revisions"}],"predecessor-version":[{"id":344763,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/big-data-tools\/344759\/revisions\/344763"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/media\/340470"}],"wp:attachment":[{"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/media?parent=344759"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/categories?post=344759"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/tags?post=344759"},{"taxonomy":"cross-post-tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/cross-post-tag?post=344759"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}