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社区首页 >问答首页 >pyspark和HDFS命令

pyspark和HDFS命令
EN

Stack Overflow用户
提问于 2015-12-01 04:45:55
回答 4查看 32.8K关注 0票数 13

我想做一些清理在我的星火计划(火花)开始。例如,我想从以前的HDFS运行中删除数据。在pig中,可以使用以下命令来完成这一任务

代码语言:javascript
运行
复制
fs -copyFromLocal ....

rmf /path/to-/hdfs

或者在本地使用sh命令。

我在想,怎样才能对火花公子做同样的事情。

EN

Stack Overflow用户

发布于 2021-04-12 02:35:17

solution1 -子进程

代码语言:javascript
运行
复制
def copy_from_local(local_file, hdfs_file, logger):
    import subprocess
    proc = subprocess.Popen(["hdfs", "dfs", "-copyFromLocal", "-f", local_file, hdfs_file])
    proc.communicate()

    if proc.returncode != 0:
        logger.info("copyFromLocal {} to {} error".format(local_file, hdfs_file))
        return False
    else:
        logger.info("copyFromLocal {} to {} success".format(local_file, hdfs_file))
        return True

solution2 -py4j

代码语言:javascript
运行
复制
def copy_from_local_file(sc, logger, local_file, hdfs_file, delSrc=True, overwrite=True):
    # copyFromLocalFile(boolean delSrc, boolean overwrite, Path src, Path dst)
    Path = sc._jvm.org.apache.hadoop.fs.Path
    try:
        getFileSystem(sc).copyFromLocalFile(delSrc, overwrite, Path(local_file), Path(hdfs_file))
        logger.info("copyFromLocal {} to {} success".format(local_file, hdfs_file))
    except Exception as e:
        logger.error(e)
        logger.info("copyFromLocal {} to {} error".format(local_file, hdfs_file))


def getFileSystem(sc):
    # Prepare a FileSystem manager
    FileSystem = sc._jvm.org.apache.hadoop.fs.FileSystem
    fs = FileSystem.get(sc._jsc.hadoopConfiguration())
    return fs

您可以获得py4j jvm FileSystem objet并在上面执行文件操作。

代码语言:javascript
运行
复制
getFileSystem(sc) = {JavaObject} DFS[DFSClient[clientName=DFSClient_NONMAPREDUCE_15601292_17, ugi=jrsyb@HADOOP.COM (auth:KERBEROS)]]
 access = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b442e7d0>
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 addDelegationTokens = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b44323d0>
 allowSnapshot = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b4432990>
 append = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b4435c90>
 areSymlinksEnabled = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b442cf10>
 cancelDeleteOnExit = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b4432850>
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 closeAllForUGI = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b4432150>
 completeLocalOutput = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b4435190>
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 finalizeUpgrade = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b4432890>
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 getCanonicalServiceName = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b442cdd0>
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 getClient = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b44358d0>
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 getFileLinkStatus = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b4435a90>
 getFileStatus = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b442e250>
 getFileSystemClass = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b442e850>
 getHomeDirectory = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b44326d0>
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 getLength = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b4435b90>
 getLinkTarget = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b442cfd0>
 getLocal = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b442ef10>
 getMissingBlocksCount = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b4435450>
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 getNamed = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b442ea90>
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 getScheme = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b442ec90>
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 getStatus = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b442cf50>
 getStoragePolicies = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b4432e90>
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 isDirectory = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b4435150>
 isFile = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b442ed10>
 isFileClosed = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b4435650>
 isInSafeMode = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b442e4d0>
 listCacheDirectives = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b442edd0>
 listCachePools = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b4435210>
 listCorruptFileBlocks = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b4432ad0>
 listEncryptionZones = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b4432750>
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 mkdir = {JavaMember} <py4j.java_gateway.JavaMember object at 0x7ff4b442e310>
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原文链接:

https://stackoverflow.com/questions/34012775

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