{"id":36719,"date":"2023-05-04T06:27:30","date_gmt":"2024-01-07T07:09:19","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%9c%a8windows-10%e4%b8%8a%e5%ae%89%e8%a3%85apache-spark\/"},"modified":"2024-04-30T02:32:53","modified_gmt":"2024-04-29T18:32:53","slug":"%e5%9c%a8windows-10%e4%b8%8a%e5%ae%89%e8%a3%85apache-spark","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%9c%a8windows-10%e4%b8%8a%e5%ae%89%e8%a3%85apache-spark\/","title":{"rendered":"\u5728Windows 10\u4e0a\u5b89\u88c5Apache Spark"},"content":{"rendered":"

\u7531\u4e8e\u5404\u79cd\u529f\u80fd\u65e0\u6cd5\u4f7f\u7528\uff0c\u56e0\u6b64\u6211\u9700\u8981\u5907\u5fd8\u5f55\u8bb0\u5f55\u4e0b\u6765\u3002<\/p>\n

\u524d\u63d0<\/h1>\n
\"image.png\"<\/div>\n

\u5728\u4e2d\u56fd\uff0c\u4ee5\u4e2d\u6587\u4e3a\u6bcd\u8bed\u7684\u60c5\u51b5\u4e0b\uff0c\u53ea\u9700\u63d0\u4f9b\u4e00\u4e2a\u9009\u9879\uff1a
\n\u5b89\u88c5 Apache Spark\u3002<\/h1>\n

\u4e0b\u8f7d spark-3.4.1-bin-hadoop3.tgz \u6587\u4ef6\u5e76\u5728\u4efb\u610f\u6587\u4ef6\u5939\u4e2d\u89e3\u538b
\n\u5c06\u89e3\u538b\u540e\u7684\u6587\u4ef6\u5939\u8def\u5f84\u6dfb\u52a0\u4e3a SPARK_HOME \u73af\u5883\u53d8\u91cf<\/p>\n

Hadoop \u7684\u5b89\u88c5<\/h1>\n

\u4e0b\u8f7dhadoop-3.3.0.tar.gz\uff0c\u5e76\u5728\u4efb\u610f\u6587\u4ef6\u5939\u4e2d\u89e3\u538b\u3002
\n\u7531\u4e8e\u4f7f\u75287-zip\u51fa\u73b0\u9519\u8bef\uff08\u53ef\u80fd\u53ea\u662f\u6211\u60f3\u8c61\u7684\uff09\uff0c\u6240\u4ee5\u4f7f\u7528\u547d\u4ee4\u8fdb\u884c\u89e3\u538b\u3002<\/p>\n

tar -xvzf hadoop-3.3.0.tar.gz -C \u89e3\u51cd\u5148\u30d5\u30a9\u30eb\u30c0\r\n<\/code><\/pre>\n
\u5c07\u89e3\u51cd\u7684\u6587\u4ef6\u593e\u8def\u5f91\u8a2d\u7f6e\u70ba HADOOP_HOME\uff0c\u4e26\u5c07\u5176\u6dfb\u52a0\u5230\u74b0\u5883\u8b8a\u91cf\u4e2d\u3002<\/p>\n
Java \u5b89\u88c5<\/h1>\n
\u6709\u4e00\u4e9b\u529f\u80fd\u4f3c\u4e4e\u9700\u8981\u5c06 JAVA_HOME \u6dfb\u52a0\u5230\u73af\u5883\u53d8\u91cf\u4e2d\u624d\u80fd\u6b63\u5e38\u5de5\u4f5c\u3002\u4f8b\u5982\uff0c\u5982\u679c\u5c06 spark_df=pyspark.sql.dataframe.DataFrame \uff0c\u90a3\u4e48 spark_df.write \u5c31\u662f\u4e00\u4e2a\u4f8b\u5b50\u3002<\/p>\n
\u5b89\u88c5winutils<\/h1>\n
\u4eceGit\u4e2d\u7b7e\u51fa<\/p>\n
git clone https:\/\/github.com\/ruslanmv\/How-to-install-Hadoop-on-Windows.git\r\n<\/code><\/pre>\n
\u5c06”How-to-install-Hadoop-on-Windows\\winutils\\bin”\u590d\u5236\u5230HADOOP_HOME\uff08\u8986\u76d6bin\u6587\u4ef6\u5939\uff09\u3002<\/p>\n
\u8ba9\u8def\u5f84\u901a\u7545<\/h1>\n
\u5047\u8bbeJava\u5df2\u7ecf\u914d\u7f6e\u597d\uff0c\u5c06\u4ee5\u4e0b\u8def\u5f84\u6dfb\u52a0\u5230path\u4e2d\uff1a
\nSPARK_HOME\\bin
\nHADOOP_HOME\\bin<\/p>\n
\u786e\u8ba4<\/h1>\n
Apache Spark\u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u5927\u6570\u636e\u5904\u7406\u6846\u67b6\u3002<\/h2>\n
spark-submit --version  \r\n<\/code><\/pre>\n
\"image.png\"<\/div>\n
Hadoop – \u54c8\u591a\u666e<\/h2>\n
hadoop version  \r\n<\/code><\/pre>\n
\"image.png\"<\/div>\n
\u9047\u5230\u65e0\u6cd5\u52a8\u4f5c\u7684\u60c5\u51b5\u65f6\u7684\u5e94\u5bf9\u63aa\u65bd\u3002<\/h1>\n
\u5728PySpark\u4e2d\u6267\u884cshow()\u51fd\u6570\u65f6\u51fa\u73b0\u4e86SocketTimeoutException\u5f02\u5e38\u3002<\/h2>\n
\u9519\u8bef\u5185\u5bb9 (Incorrect content)<\/p>\n
Py4JJavaError: An error occurred while calling o44.showString.\r\n: org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 0.0 failed 1 times, most recent failure: Lost task 0.0 in stage 0.0 (TID 0) (2112N-14046.jp.misumi.pri executor driver): org.apache.spark.SparkException: Python worker failed to connect back.\r\n<-- \u4e2d\u7565 -->\r\nCaused by: java.net.SocketTimeoutException: Accept timed out\r\n<\/code><\/pre>\n
\u5bf9\u7b56\uff1a\u6dfb\u52a0\u4ee5\u4e0b\u5185\u5bb9<\/p>\n
import findspark \r\n\r\nfindspark.init()\r\nfindspark.find()\r\n<\/code><\/pre>\n
\u5728\u6267\u884c to_pandas() \u65f6\u53d1\u751f UnknownTimeZoneError \u9519\u8bef\u3002<\/h2>\n
\u9519\u8bef\u5185\u5bb9 (Error content)<\/p>\n
UnknownTimeZoneError Traceback (most recent call last) Input In [43], in <cell line: 1>() ----> 1 df_pandas = spark_df.toPandas()\r\n<\/code><\/pre>\n
\u89e3\u51b3\u65b9\u6848\uff1a\u5728\u521b\u5efaSpark\u4f1a\u8bdd\u65f6\u6307\u5b9a\u65f6\u533a<\/p>\n
spark = SparkSession.builder.appName(\"\u30a2\u30d7\u30ea\u540d\").config(\"spark.sql.session.timeZone\", \"Asia\/Tokyo\").getOrCreate()\r\n<\/code><\/pre>\n
\u8bf7\u53c2\u8003<\/h1>\n
 <\/p>\n","protected":false},"excerpt":{"rendered":"
\u7531\u4e8e\u5404\u79cd\u529f\u80fd\u65e0\u6cd5\u4f7f\u7528\uff0c\u56e0\u6b64\u6211\u9700\u8981\u5907\u5fd8\u5f55\u8bb0\u5f55\u4e0b\u6765\u3002 \u524d\u63d0 \u5728\u4e2d\u56fd\uff0c\u4ee5\u4e2d\u6587\u4e3a\u6bcd\u8bed\u7684\u60c5\u51b5\u4e0b\uff0c\u53ea\u9700\u63d0\u4f9b\u4e00\u4e2a\u9009\u9879\uff1a \u5b89\u88c5 […]<\/p>\n","protected":false},"author":11,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-36719","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n\u5728Windows 10\u4e0a\u5b89\u88c5Apache Spark - 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\/\u5728windows-10\u4e0a\u5b89\u88c5apache-spark\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5728Windows 10\u4e0a\u5b89\u88c5Apache Spark\" \/>\n<meta property=\"og:description\" content=\"\u7531\u4e8e\u5404\u79cd\u529f\u80fd\u65e0\u6cd5\u4f7f\u7528\uff0c\u56e0\u6b64\u6211\u9700\u8981\u5907\u5fd8\u5f55\u8bb0\u5f55\u4e0b\u6765\u3002 \u524d\u63d0 \u5728\u4e2d\u56fd\uff0c\u4ee5\u4e2d\u6587\u4e3a\u6bcd\u8bed\u7684\u60c5\u51b5\u4e0b\uff0c\u53ea\u9700\u63d0\u4f9b\u4e00\u4e2a\u9009\u9879\uff1a \u5b89\u88c5 […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u5728windows-10\u4e0a\u5b89\u88c5apache-spark\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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