# Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not use this file except in compliance # with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. # This file contains library functions to decode and access Impala query profiles. from __future__ import absolute_import, division, print_function import base64 import datetime import zlib from thrift.protocol import TCompactProtocol from thrift.TSerialization import deserialize from impala_thrift_gen.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