lib/python/impala_py_lib/profiles.py

#!/usr/bin/env impala-python
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# to you under the Apache License, Version 2.0 (the
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#   http://www.apache.org/licenses/LICENSE-2.0
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# This file contains library functions to decode and access Impala query profiles.

import base64
import datetime
import zlib
from thrift.protocol import TCompactProtocol
from thrift.TSerialization import deserialize
from RuntimeProfile.ttypes import TRuntimeProfileTree


def decode_profile_line(line):
  space_separated = line.split(" ")
  if len(space_separated) == 3:
    ts = int(space_separated[0])
    print datetime.datetime.fromtimestamp(ts / 1000.0).isoformat(), space_separated[1]
    base64_encoded = space_separated[2]
  elif len(space_separated) == 1:
    base64_encoded = space_separated[0]
  else:
    raise Exception("Unexpected line: " + line)
  possibly_compressed = base64.b64decode(base64_encoded)
  # Handle both compressed and uncompressed Thrift profiles
  try:
    thrift = zlib.decompress(possibly_compressed)
  except zlib.error:
    thrift = possibly_compressed

  tree = TRuntimeProfileTree()
  deserialize(tree, thrift, protocol_factory=TCompactProtocol.TCompactProtocolFactory())
  tree.validate()

  return tree