{"id":46747,"date":"2023-09-02T02:44:09","date_gmt":"2024-01-07T19:07:20","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46747-2\/"},"modified":"2024-04-30T21:10:40","modified_gmt":"2024-04-30T13:10:40","slug":"46747-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46747-2\/","title":{"rendered":""},"content":{"rendered":"<p>\u672c\u7ae0\u3067\u306f\u3001Spark\u5358\u72ec\u74b0\u5883\u4e0a\u306e\u69cb\u7bc9\u65b9\u6cd5\u3092\u57fa\u306b\u8a18\u8ff0\u3057\u3066\u304a\u308a\u307e\u3059\u3002<br \/>\nstandalone\u3084yarn\u306a\u3069\u306e\u30af\u30e9\u30b9\u30bf\u30fc\u4e0a\u3067\u52d5\u304b\u3059\u3053\u3068\u304c\u3042\u308c\u3070\u3001\u79c1\u306e\u305d\u306e\u305f\u306e\u6295\u7a3f\u306b\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u69cb\u7bc9\u5f8c\u65b9\u304c\u3042\u308a\u307e\u3059\u306e\u3067\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<br \/>\nSparkStreaming\u3067\u3001\u5358\u72ec\u74b0\u5883\u3082\u30af\u30e9\u30b9\u30bf\u74b0\u5883\u3082\u3069\u3061\u3067\u3082Kafka\u306e\u30c7\u30fc\u30bf\u8aad\u53d6\u3059\u308b\u306e\u306f\u69cb\u3044\u307e\u305b\u3093\u3067\u3059\u3002<\/p>\n<p>\u4e0b\u8a18\u306f\u3001Spark\u306e\u30af\u30e9\u30b9\u30bf\u74b0\u5883\u69cb\u7bc9\u306b\u95a2\u9023\u3059\u308b\u79c1\u306e\u6295\u7a3f\u3067\u3059\u3002\u8208\u5473\u3092\u304a\u6301\u3061\u306e\u65b9\u306b\u306f\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">SaprkStandalone\u30af\u30e9\u30b9\u30bf\u74b0\u5883\u69cb\u7bc9<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">SaprkYarn\u30af\u30e9\u30b9\u30bf\u74b0\u5883\u69cb\u7bc9<\/ul>\n<h1>\uff11\uff0eSpark\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u554f\u984c<\/h1>\n<p>\u4e0b\u56f3\u306b\u3088\u3063\u3066\u3001\u300cspark-streaming-kafka-0-10\u300d\u306e\u65b9\u304cPython\u3092\u5bfe\u5fdc\u3055\u308c\u3066\u304a\u304d\u307e\u305b\u3093\u306e\u3067\u3001\u300cspark-streaming-kafka-0-8\u300d\u306e\u65b9\u3092\u7528\u3044\u3089\u308c\u306a\u3044\u3068\u3044\u3051\u307e\u305b\u3093\u3067\u3057\u305f\u3002<br \/>\n\u305f\u3060\u3057\u3001\u300cspark-streaming-kafka-0-8\u300d\u306e\u65b9\u306f\u3001Spark2.3.0\u4ee5\u964d\u306b\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u306a\u304f\u306a\u3063\u305f\u306e\u3067\u3001\u4eca\u5ea6\u3001Spark2.2.3\u306e\u307b\u3046\u3092\u7528\u3044\u76f4\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n<p>\u203bSpark2.2.3\u306e\u914d\u7f6e\u306f\u3001\u79c1\u306e\u305d\u306e\u305f\u306e\u6295\u7a3f\u3092\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<br \/>\nSpark2.2.3\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u5148<\/p>\n<h1>\uff12\uff0eMaven\u306e\u7528\u610f<\/h1>\n<p>Maven\u306b\u5fc5\u8981\u306aJar\u3092\u7528\u610f\u3057\u307e\u3059\u3002<br \/>\n\u30b3\u30d4\u30fc\u5bfe\u8c61\uff1a<\/p>\n<blockquote><p>\/SparkStreaming\/spark-streaming-kafka-0-8_2.11<\/p><\/blockquote>\n<p>\u30b3\u30d4\u30fc\u5148\uff1a<\/p>\n<blockquote><p>~\/.m2\/repository\/org\/apache\/<\/p><\/blockquote>\n<p>spark-streaming-kafka-0-8_2.11-2.1.0.jar\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u5148<\/p>\n<h1>\uff13\uff0e\u5fc5\u9808\u306aJar\u7528\u610f<\/h1>\n<p>\u5fc5\u9808\u306b\u306a\u308bJar\u3092\u7528\u610f\u3057\u307e\u3059\u3002<br \/>\n\u30b3\u30d4\u30fc\u5bfe\u8c61\uff1a<\/p>\n<blockquote><p>\/SparkStreaming\/spark-core_2.11-1.5.2.jar<br \/>\n\/SparkStreaming\/spark-streaming-kafka-assembly_2.11-1.6.3.jar<\/p><\/blockquote>\n<p>\u30b3\u30d4\u30fc\u5148\uff1a<\/p>\n<blockquote><p>~\/usr\/work\/<\/p><\/blockquote>\n<p>spark-core_2.11-1.5.2.jar\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u5148<br \/>\nspark-streaming-kafka-assembly_2.11-1.6.3.jar\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u5148<\/p>\n<h1>\uff14\uff0eKafka_wordcount.py\u7528\u610f<\/h1>\n<p>SparkStreaming\u3067Kafka\u306e\u30c8\u30d4\u30c3\u30af\u304b\u3089\u30bb\u30f3\u30b5\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3066WordCount\u3092\u884c\u3046\u30d5\u30a1\u30a4\u30eb\u3092\u7528\u610f\u3057\u307e\u3059\u3002<br \/>\n\u30b3\u30d4\u30fc\u5bfe\u8c61\uff1a<\/p>\n<blockquote><p>\/SparkStreaming\/kafka_wordcount.py<\/p><\/blockquote>\n<p>\u30b3\u30d4\u30fc\u5148\uff1a<\/p>\n<blockquote><p>~\/usr\/work\/<\/p><\/blockquote>\n<h1>\uff15\uff0eWordCount\u5b9f\u884c<\/h1>\n<p>\u4ee5\u4e0b\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code># no cluster\r\nspark-submit --jars spark-streaming-kafka-assembly_2.11-1.6.3.jar,spark-core_2.11-1.5.2.jar --packages org.apache:spark-streaming-kafka-0-8_2.11:2.1.0 .\/kafka_wordcount.py 192.168.0.99:2181 topic-mqtt-kafka\r\n<\/code><\/pre>\n<p>\u4ee5\u4e0b\u306e\u8868\u793a\u304c\u78ba\u8a8d\u3057\u3067\u304d\u308c\u3070\u8d77\u52d5\u6e08\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<blockquote><p>&#8216;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;-<br \/>\nTime: 2019-02-19 00:11:50<br \/>\n&#8216;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;-<\/p><\/blockquote>\n<p>\u203b\u53d7\u4fe1\u78ba\u8a8d\u3067\u304d\u306a\u3044\u5834\u5408\u306f\u3001\u4ee5\u4e0b\u3092\u7e70\u308a\u8fd4\u3057\u3066\u5b9f\u884c\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h1>7\uff0eMQTT\u2192Kafka\u2192Spark\u9023\u643a\u74b0\u5883\u8d77\u52d5\u624b\u9806<\/h1>\n<p>Kafka\u30af\u30e9\u30b9\u30bf\u8d77\u52d5<\/p>\n<pre class=\"post-pre\"><code>#Zookeeper\u8d77\u52d5\r\ncd \/usr\/local\/lib\/zookeeper\r\nbin\/zkServer.sh start\r\n#Kafka\u306e\u8d77\u52d5\r\ncd \/usr\/local\/lib\/kafka\r\nbin\/kafka-server-start.sh -daemon config\/server.properties\r\n<\/code><\/pre>\n<p>Topic\u4f5c\u6210<\/p>\n<pre class=\"post-pre\"><code>cd \/usr\/local\/lib\/kafka\r\n# topic-mqtt-kafka\u78ba\u8a8d\r\nbin\/kafka-topics.sh --describe --zookeeper  192.168.0.99:2181 --topic topic-mqtt-kafka\r\n# \u5b58\u5728\u3057\u306a\u3044\u5834\u5408\u306f\u4f5c\u6210\r\nbin\/kafka-topics.sh --create --topic topic-mqtt-kafka --replication-factor 1 --partitions 1 --zookeeper 192.168.0.99:2181\r\n<\/code><\/pre>\n<p>mosquitto\u3088\u308a\u9001\u4fe1(MQTT\u9001\u4fe1\u306b\u5f53\u305f\u308a)<\/p>\n<pre class=\"post-pre\"><code>cd \/usr\/bin\/\r\nmosquitto -c \/etc\/mosquitto\/mosquitto.conf -v\r\nmosquitto_pub -h 192.168.0.99 -p 1883 -t topic-mqtt -m \"Hello Spark\"\r\n<\/code><\/pre>\n<p>SparkStandalone\u30af\u30e9\u30b9\u30bf\u8d77\u52d5<\/p>\n<pre class=\"post-pre\"><code>#Master\u8d77\u52d5\r\nstart-master.sh\r\n#Slave\u8d77\u52d5\r\nstart-slaves.sh\r\n<\/code><\/pre>\n<p>SparkStreaming\u3067\u30c7\u30fc\u30bf\u53d6\u5f97<\/p>\n<pre class=\"post-pre\"><code>cd \/usr\/work\r\n#\u30af\u30e9\u30b9\u30bf\u306a\u3057\u3001\u304b\u3064Kafka\u9023\u643a\u3057\u306a\u3044\r\nspark-submit --master spark:\/\/192.168.0.100:7077 --deploy-mode client --jars .\/spark-streaming-mqtt-assembly_2.11-1.6.3.jar --packages org.apache.bahir:spark-streaming-mqtt_2.11:2.2.1 .\/mqtt_wordcount.py tcp:\/\/192.168.0.99:1883 topic-mqtt\r\n#\u30af\u30e9\u30b9\u30bf\u306a\u3057\u3001\u304b\u3064Kafka\u9023\u643a\r\nspark-submit --jars spark-streaming-kafka-assembly_2.11-1.6.3.jar,spark-core_2.11-1.5.2.jar --packages org.apache:spark-streaming-kafka-0-8_2.11:2.1.0 .\/kafka_wordcount.py 192.168.0.99:2181 topic-mqtt-kafka\r\n#\u30af\u30e9\u30b9\u30bf\u3042\u308a\u3001\u304b\u3064Kafka\u9023\u643a\u3057\u306a\u3044\r\nspark-submit --master spark:\/\/192.168.0.100:7077 --deploy-mode client --jars .\/spark-streaming-mqtt-assembly_2.11-1.6.3.jar --packages org.apache.bahir:spark-streaming-mqtt_2.11:2.2.1 .\/mqtt_wordcount.py tcp:\/\/192.168.0.99:1883 topic-mqtt\r\n#\u30af\u30e9\u30b9\u30bf\u3042\u308a\u3001\u304b\u3064Kafka\u9023\u643a\r\nspark-submit --master spark:\/\/192.168.0.100:7077 --deploy-mode client --jars .\/spark-streaming-kafka-assembly_2.11-1.6.3.jar,.\/spark-core_2.11-1.5.2.jar --packages org.apache:spark-streaming-kafka-0-8_2.11:2.1.0 .\/kafka_wordcount.py 192.168.0.99:2181 topic-mqtt-kafka\r\n<\/code><\/pre>\n<p>\u4ee5\u4e0b\u306e\u8868\u793a\u304c\u78ba\u8a8d\u3067\u304d\u308c\u3070Kafka\u30c8\u30d4\u30c3\u30af\u304b\u3089\u30c7\u30fc\u30bf\u53d6\u5f97\u3059\u308b\u306e\u306f\u5b8c\u74a7\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<blockquote><p>&#8216;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;-<br \/>\nTime: 2019-02-19 00:11:50<br \/>\n&#8216;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;-<br \/>\n(u&#8217;Hello Spark&#8217;, 1)<\/p><\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u7ae0\u3067\u306f\u3001Spark\u5358\u72ec\u74b0\u5883\u4e0a\u306e\u69cb\u7bc9\u65b9\u6cd5\u3092\u57fa\u306b\u8a18\u8ff0\u3057\u3066\u304a\u308a\u307e\u3059\u3002 standalone\u3084yarn\u306a\u3069\u306e\u30af\u30e9\u30b9\u30bf [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46747","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>- 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\/zh\/blog\/46747-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" 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