长时间运行的Hive插入查询期间“ TSocket读取0字节”

时间:2018-10-05 14:55:22

标签: python hive thrift pyhive

我正在使用PyHive 0.6.1在Hive中运行一个很长的插入查询,运行大约5分钟后,它以thrift.transport.TTransport.TTransportException: TSocket read 0 bytes失败。在服务器端,查询一直运行直到成功完成。快速查询没有这个问题。

我无法使用相同的python版本在我的Mac上本地复制它:代码正确等待,直到查询结束。发生这种情况的环境是基于python:3.6-slim的Docker容器。除其他外,我正在安装libsasl2-dev和libsasl2-modules软件包以及pyhive [hive] python软件包。

任何线索为什么会这样?预先感谢。

我正在使用的代码是:

import contextlib
from pyhive.hive import connect

def get_conn():
    return connect(
        host='my-host',
        port=10000,
        auth='NONE',
        username='username',
        database='database'
    )

with contextlib.closing(get_conn()) as conn, \
        contextlib.closing(conn.cursor()) as cur:
    cur.execute('My long insert statement')

这是完整的追溯

Traceback (most recent call last):
  File "<stdin>", line 5, in <module>
  File "/usr/local/lib/python3.6/site-packages/pyhive/hive.py", line 364, in execute
    response = self._connection.client.ExecuteStatement(req)
  File "/usr/local/lib/python3.6/site-packages/TCLIService/TCLIService.py", line 280, in ExecuteStatement
    return self.recv_ExecuteStatement()
  File "/usr/local/lib/python3.6/site-packages/TCLIService/TCLIService.py", line 292, in recv_ExecuteStatement
    (fname, mtype, rseqid) = iprot.readMessageBegin()
  File "/usr/local/lib/python3.6/site-packages/thrift/protocol/TBinaryProtocol.py", line 134, in readMessageBegin
    sz = self.readI32()
  File "/usr/local/lib/python3.6/site-packages/thrift/protocol/TBinaryProtocol.py", line 217, in readI32
    buff = self.trans.readAll(4)
  File "/usr/local/lib/python3.6/site-packages/thrift/transport/TTransport.py", line 60, in readAll
    chunk = self.read(sz - have)
  File "/usr/local/lib/python3.6/site-packages/thrift_sasl/__init__.py", line 166, in read
    self._read_frame()
  File "/usr/local/lib/python3.6/site-packages/thrift_sasl/__init__.py", line 170, in _read_frame
    header = self._trans.readAll(4)
  File "/usr/local/lib/python3.6/site-packages/thrift/transport/TTransport.py", line 60, in readAll
    chunk = self.read(sz - have)
  File "/usr/local/lib/python3.6/site-packages/thrift/transport/TSocket.py", line 132, in read
    message='TSocket read 0 bytes')
thrift.transport.TTransport.TTransportException: TSocket read 0 bytes

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "<stdin>", line 5, in <module>
  File "/usr/local/lib/python3.6/contextlib.py", line 185, in __exit__
    self.thing.close()
  File "/usr/local/lib/python3.6/site-packages/pyhive/hive.py", line 221, in close
    response = self._client.CloseSession(req)
  File "/usr/local/lib/python3.6/site-packages/TCLIService/TCLIService.py", line 218, in CloseSession
    return self.recv_CloseSession()
  File "/usr/local/lib/python3.6/site-packages/TCLIService/TCLIService.py", line 230, in recv_CloseSession
    (fname, mtype, rseqid) = iprot.readMessageBegin()
  File "/usr/local/lib/python3.6/site-packages/thrift/protocol/TBinaryProtocol.py", line 134, in readMessageBegin
    sz = self.readI32()
  File "/usr/local/lib/python3.6/site-packages/thrift/protocol/TBinaryProtocol.py", line 217, in readI32
    buff = self.trans.readAll(4)
  File "/usr/local/lib/python3.6/site-packages/thrift/transport/TTransport.py", line 60, in readAll
    chunk = self.read(sz - have)
  File "/usr/local/lib/python3.6/site-packages/thrift_sasl/__init__.py", line 166, in read
    self._read_frame()
  File "/usr/local/lib/python3.6/site-packages/thrift_sasl/__init__.py", line 170, in _read_frame
    header = self._trans.readAll(4)
  File "/usr/local/lib/python3.6/site-packages/thrift/transport/TTransport.py", line 60, in readAll
    chunk = self.read(sz - have)
  File "/usr/local/lib/python3.6/site-packages/thrift/transport/TSocket.py", line 132, in read
    message='TSocket read 0 bytes')
thrift.transport.TTransport.TTransportException: TSocket read 0 bytes

1 个答案:

答案 0 :(得分:0)

代码引发的异常如下:

  def read(self, sz):
        try:
            buff = self.handle.recv(sz)
        except socket.error as e:
            if (e.args[0] == errno.ECONNRESET and
                    (sys.platform == 'darwin' or sys.platform.startswith('freebsd'))):
                # freebsd and Mach don't follow POSIX semantic of recv
                # and fail with ECONNRESET if peer performed shutdown.
                # See corresponding comment and code in TSocket::read()
                # in lib/cpp/src/transport/TSocket.cpp.
                self.close()
                # Trigger the check to raise the END_OF_FILE exception below.
                buff = ''
            else:
                raise
        if len(buff) == 0:
            raise TTransportException(type=TTransportException.END_OF_FILE,
                                      message='TSocket read 0 bytes')
        return buff

我认为这可能是由于遇到errno.ECONNRESET错误而导致的,该错误可能在服务器故意关闭连接时发生。 (根据此node-js-econnreset,服务器可能会因为太忙而终止连接,并发现连接超过了“保持活动”超时时间)

您可以检查服务器的日志并查找是否存在某种终止连接行为。

我不确定,只是提供我的想法。