Python recordio.ThriftRecordReader类代码示例

  def _wait_for_control(self):
    """Wait for control of the checkpoint stream: must be run in the child."""
    total_wait_time = Amount(0, Time.SECONDS)

    with open(self.ckpt_file(), 'r') as fp:
      fp.seek(self._ckpt_head)
      rr = ThriftRecordReader(fp, RunnerCkpt)
      while total_wait_time < self.MAXIMUM_CONTROL_WAIT:
        ckpt_tail = os.path.getsize(self.ckpt_file())
        if ckpt_tail == self._ckpt_head:
          self._platform.clock().sleep(self.CONTROL_WAIT_CHECK_INTERVAL.as_(Time.SECONDS))
          total_wait_time += self.CONTROL_WAIT_CHECK_INTERVAL
          continue
        checkpoint = rr.try_read()
        if checkpoint:
          if not checkpoint.process_status:
            raise self.CheckpointError('No process status in checkpoint!')
          if (checkpoint.process_status.process != self.name() or
              checkpoint.process_status.state != ProcessState.FORKED or
              checkpoint.process_status.fork_time != self._fork_time or
              checkpoint.process_status.coordinator_pid != self._pid):
            self._log('Losing control of the checkpoint stream:')
            self._log('   fork_time [%s] vs self._fork_time [%s]' % (
                checkpoint.process_status.fork_time, self._fork_time))
            self._log('   coordinator_pid [%s] vs self._pid [%s]' % (
                checkpoint.process_status.coordinator_pid, self._pid))
            raise self.CheckpointError('Lost control of the checkpoint stream!')
          self._log('Taking control of the checkpoint stream at record: %s' %
            checkpoint.process_status)
          self._seq = checkpoint.process_status.seq + 1
          return True
    raise self.CheckpointError('Timed out waiting for checkpoint stream!')

  def _fast_forward_stream(self, process_name):
    log.debug('Fast forwarding %s stream to seq=%s' % (process_name,
      self._watermarks[process_name]))
    assert self._processes.get(process_name) is not None
    fp = self._processes[process_name]
    rr = ThriftRecordReader(fp, RunnerCkpt)
    current_watermark = -1
    records = 0
    while current_watermark < self._watermarks[process_name]:
      last_pos = fp.tell()
      record = rr.try_read()
      if record is None:
        break
      new_watermark = record.process_status.seq
      if new_watermark > self._watermarks[process_name]:
        log.debug('Over-seeked %s [watermark = %s, high watermark = %s], rewinding.' % (
          process_name, new_watermark, self._watermarks[process_name]))
        fp.seek(last_pos)
        break
      current_watermark = new_watermark
      records += 1

    if current_watermark < self._watermarks[process_name]:
      log.warning('Only able to fast forward to %[email protected]=%s, high watermark is %s' % (
         process_name, current_watermark, self._watermarks[process_name]))

    if records:
      log.debug('Fast forwarded %s %s record(s) to seq=%s.' % (process_name, records,
        current_watermark))

  def select(self):
    """
      Read and multiplex checkpoint records from all the forked off process coordinators.

      Checkpoint records can come from one of two places:
        in-process: checkpoint records synthesized for FORKED and LOST events
        out-of-process: checkpoint records from from file descriptors of forked coordinators

      Returns a list of RunnerCkpt objects that were successfully read, or an empty
      list if none were read.
    """
    self._bind_processes()
    updates = []
    for handle in filter(None, self._processes.values()):
      try:
        fstat = os.fstat(handle.fileno())
      except OSError as e:
        log.error('Unable to fstat %s!' % handle.name)
        continue
      if handle.tell() > fstat.st_size:
        log.error('Truncated checkpoint record detected on %s!' % handle.name)
      elif handle.tell() < fstat.st_size:
        rr = ThriftRecordReader(handle, RunnerCkpt)
        while True:
          process_update = rr.try_read()
          if process_update:
            updates.append(process_update)
          else:
            break
    if len(updates) > 0:
      log.debug('select() returning %s updates:' % len(updates))
      for update in updates:
        log.debug('  = %s' % update)
    return updates

    def _apply_states(self):
        """
      os.stat() the corresponding checkpoint stream of this task and determine if there are new ckpt
      records.  Attempt to read those records and update the high watermark for that stream.
      Returns True if new states were applied, False otherwise.
    """
        ckpt_offset = None
        try:
            ckpt_offset = os.stat(self._runner_ckpt).st_size

            updated = False
            if self._ckpt_head < ckpt_offset:
                with open(self._runner_ckpt, "r") as fp:
                    fp.seek(self._ckpt_head)
                    rr = ThriftRecordReader(fp, RunnerCkpt)
                    while True:
                        runner_update = rr.try_read()
                        if not runner_update:
                            break
                        try:
                            self._dispatcher.dispatch(self._runnerstate, runner_update)
                        except CheckpointDispatcher.InvalidSequenceNumber as e:
                            log.error("Checkpoint stream is corrupt: %s" % e)
                            break
                    new_ckpt_head = fp.tell()
                    updated = self._ckpt_head != new_ckpt_head
                    self._ckpt_head = new_ckpt_head
            return updated
        except OSError as e:
            if e.errno == errno.ENOENT:
                # The log doesn't yet exist, will retry later.
                log.warning("Could not read from checkpoint %s" % self._runner_ckpt)
                return False
            else:
                raise

def wait_for_rc(checkpoint, timeout=5.0):
  start = time.time()
  trr = ThriftRecordReader(open(checkpoint), RunnerCkpt)
  while time.time() < start + timeout:
    record = trr.read()
    if record and record.process_status and record.process_status.return_code is not None:
      return record.process_status.return_code
    else:
      time.sleep(0.1)

def test_thrift_garbage():
  with EphemeralFile('w') as fp:
    fn = fp.name

    fp.write(struct.pack('>L', 2))
    fp.write('ab')
    fp.close()

    with open(fn) as fpr:
      rr = ThriftRecordReader(fpr, StringType)
      with pytest.raises(RecordIO.PrematureEndOfStream):
        rr.read()

 def _replay_runner_ckpt(self):
   """
     Replay the checkpoint stream associated with this task.
   """
   ckpt_file = self._pathspec.getpath('runner_checkpoint')
   if os.path.exists(ckpt_file):
     fp = open(ckpt_file, "r")
     ckpt_recover = ThriftRecordReader(fp, RunnerCkpt)
     for record in ckpt_recover:
       log.debug('Replaying runner checkpoint record: %s' % record)
       self._dispatcher.dispatch(self._state, record, recovery=True)
     ckpt_recover.close()

def test_basic_thriftrecordwriter_write():
  test_string = StringType("hello world")

  with EphemeralFile('w') as fp:
    fn = fp.name

    rw = ThriftRecordWriter(fp)
    rw.write(test_string)
    rw.close()

    with open(fn) as fpr:
      rr = ThriftRecordReader(fpr, StringType)
      assert rr.read() == test_string

def test_thrift_recordwriter_type_mismatch():
  test_string = StringType("hello world")
  with EphemeralFile('w') as fp:
    fn = fp.name

    rw = ThriftRecordWriter(fp)
    rw.write(test_string)
    rw.close()

    with open(fn) as fpr:
      rr = ThriftRecordReader(fpr, IntType)
      # This is a peculiar behavior of Thrift in that it just returns
      # ThriftType() with no serialization applied
      assert rr.read() == IntType()

def test_paranoid_thrift_append_framing():
  test_string_1 = StringType("hello world")
  test_string_2 = StringType("ahoy ahoy, bonjour")

  with EphemeralFile('w') as fp:
    fn = fp.name

    ThriftRecordWriter.append(fn, test_string_1)
    ThriftRecordWriter.append(fn, test_string_2)

    with open(fn) as fpr:
      rr = ThriftRecordReader(fpr, StringType)
      assert rr.read() == test_string_1
      assert rr.read() == test_string_2

def test_thriftrecordwriter_framing():
  test_string_1 = StringType("hello world")
  test_string_2 = StringType("ahoy ahoy, bonjour")

  with EphemeralFile('w') as fp:
    fn = fp.name

    rw = ThriftRecordWriter(fp)
    rw.write(test_string_1)
    rw.close()

    with open(fn, 'a') as fpa:
      rw = ThriftRecordWriter(fpa)
      rw.write(test_string_2)

    with open(fn) as fpr:
      rr = ThriftRecordReader(fpr, StringType)
      assert rr.read() == test_string_1
      assert rr.read() == test_string_2

 def has_data(self, process):
   """
     Return true if we think that there are updates available from the supplied process.
   """
   self._bind_processes()
   # TODO(wickman) Should this raise ProcessNotFound?
   if process not in self._processes:
     return False
   fp = self._processes[process]
   rr = ThriftRecordReader(fp, RunnerCkpt)
   old_pos = fp.tell()
   try:
     expected_new_pos = os.fstat(fp.fileno()).st_size
   except OSError as e:
     log.debug('ProcessMuxer could not fstat for process %s' % process)
     return False
   update = rr.try_read()
   if update:
     fp.seek(old_pos)
     return True
   return False