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This patch integrates the orc library into Impala and implements HdfsOrcScanner as a middle layer between them. The HdfsOrcScanner supplies input needed from the orc-reader, tracks memory consumption of the reader and transfers the reader's output (orc::ColumnVectorBatch) into impala::RowBatch. The ORC version we used is release-1.4.3. A startup option --enable_orc_scanner is added for this feature. It's set to true by default. Setting it to false will fail queries on ORC tables. Currently, we only support reading primitive types. Writing into ORC table has not been supported neither. Tests - Most of the end-to-end tests can run on ORC format. - Add tpcds, tpch tests for ORC. - Add some ORC specific tests. - Haven't enabled test_scanner_fuzz for ORC yet, since the ORC library is not robust for corrupt files (ORC-315). Change-Id: Ia7b6ae4ce3b9ee8125b21993702faa87537790a4 Reviewed-on: http://gerrit.cloudera.org:8080/9134 Reviewed-by: Quanlong Huang <huangquanlong@gmail.com> Reviewed-by: Tim Armstrong <tarmstrong@cloudera.com> Tested-by: Impala Public Jenkins <impala-public-jenkins@cloudera.com>
342 lines
13 KiB
Python
342 lines
13 KiB
Python
# Licensed to the Apache Software Foundation (ASF) under one
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# or more contributor license agreements. See the NOTICE file
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# distributed with this work for additional information
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# regarding copyright ownership. The ASF licenses this file
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# to you under the Apache License, Version 2.0 (the
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# "License"); you may not use this file except in compliance
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# with the License. You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing,
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# software distributed under the License is distributed on an
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# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
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# KIND, either express or implied. See the License for the
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# specific language governing permissions and limitations
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# under the License.
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'''Helpers for parsing command line options'''
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import logging
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import os
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import sys
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from getpass import getuser
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from requests.packages.urllib3.exceptions import (
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InsecurePlatformWarning,
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InsecureRequestWarning,
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SecurityWarning)
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from tempfile import gettempdir
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from warnings import filterwarnings
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from tests.comparison import db_connection
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from tests.comparison.cluster import (
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CmCluster,
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DEFAULT_HIVE_HOST,
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DEFAULT_HIVE_PASSWORD,
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DEFAULT_HIVE_PORT,
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DEFAULT_HIVE_USER,
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CM_CLEAR_PORT,
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CM_TLS_PORT,
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MiniCluster,
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MiniHiveCluster,
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)
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from tests.comparison.db_types import TYPES
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def add_logging_options(parser, default_debug_log_file=None):
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if not default_debug_log_file:
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default_debug_log_file = os.path.join(
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gettempdir(), os.path.basename(sys.modules["__main__"].__file__) + ".log")
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parser.add_argument(
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'--log-level', default='INFO',
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help='The log level to use.', choices=('DEBUG', 'INFO', 'WARN', 'ERROR'))
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parser.add_argument(
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'--debug-log-file', default=default_debug_log_file,
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help='Path to debug log file.')
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def configure_logging(log_level, debug_log_file=None, log_thread_name=False,
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log_process_id=False):
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root_logger = logging.getLogger()
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root_logger.setLevel(logging.DEBUG)
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console_logger = logging.StreamHandler(sys.stdout)
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console_logger.name = "console"
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console_logger.setLevel(getattr(logging, log_level))
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format = "%(asctime)s"
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if log_process_id:
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format += " %(process)d"
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if log_thread_name:
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format += " %(threadName)s"
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format += " %(levelname)s:%(module)s[%(lineno)s]:%(message)s"
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console_logger.setFormatter(logging.Formatter(format))
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root_logger.addHandler(console_logger)
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if debug_log_file:
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file_logger = logging.FileHandler(debug_log_file)
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file_logger.name = "file"
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file_logger.setFormatter(logging.Formatter(format))
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file_logger.setLevel(logging.DEBUG)
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root_logger.addHandler(file_logger)
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def create_third_party_filter(level):
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def filter_record(record):
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name = record.name
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if name.startswith("impala.") or name.startswith("paramiko.") or \
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name.startswith("hdfs") or name.startswith("requests"):
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return record.levelno >= level
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return True
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log_filter = logging.Filter()
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log_filter.filter = filter_record
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return log_filter
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console_logger.addFilter(create_third_party_filter(logging.WARN))
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if debug_log_file:
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file_logger.addFilter(create_third_party_filter(logging.INFO))
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def add_ssh_options(parser):
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parser.add_argument(
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'--ssh-user', metavar='user name', default=getuser(),
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help='The user name to use for SSH connections to cluster nodes.')
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parser.add_argument(
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'--ssh-key-file', metavar='path to file',
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help='Specify an additional SSH key other than the defaults in ~/.ssh.')
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parser.add_argument(
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'--ssh-port', metavar='number', type=int, default=22,
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help='The port number to use when connecting through SSH.')
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def add_db_name_option(parser):
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parser.add_argument(
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'--db-name', default='randomness',
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help='The name of the database to use. Ex: functional.')
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def add_cluster_options(parser):
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add_minicluster_options(parser)
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add_cm_options(parser)
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add_ssh_options(parser)
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parser.add_argument(
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'--hadoop-user-name', default=getuser(),
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help='The user name to use when interacting with hadoop.')
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def add_minicluster_options(parser):
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group = parser.add_argument_group('Hive Options')
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group.add_argument(
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'--use-hive', action='store_true', default=False,
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help='Use Hive (Impala will be skipped)')
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group.add_argument(
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'--hive-host', default=DEFAULT_HIVE_HOST,
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help='The name of the host running the HS2')
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group.add_argument(
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'--hive-port', default=DEFAULT_HIVE_PORT, type=int,
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help='The port of HiveServer2')
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group.add_argument(
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'--hive-user', default=DEFAULT_HIVE_USER,
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help='The user name to use when connecting to HiveServer2')
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group.add_argument(
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'--hive-password', default=DEFAULT_HIVE_PASSWORD,
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help='The password to use when connecting to HiveServer2')
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parser.add_argument_group(group)
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parser.add_argument(
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'--minicluster-num-impalads', default=3, type=int, metavar='num impalads',
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help='The number of impalads in the mini cluster.')
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def add_cm_options(parser):
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parser.add_argument(
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'--cm-host', metavar='host name',
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help='The host name of the CM server.')
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# IMPALA-5455: --cm-port defaults to None so that --use-tls can later influence the
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# default value of --cm-port: it needs to default to 7180, or 7183 if --use-tls is
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# included.
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parser.add_argument(
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'--cm-port', default=None, type=int, metavar='port number',
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help='Override the CM port. Defaults to {clear}, or {tls} with --use-tls'.format(
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clear=CM_CLEAR_PORT,
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tls=CM_TLS_PORT))
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parser.add_argument(
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'--cm-user', default="admin", metavar='user name',
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help='The name of the CM user.')
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parser.add_argument(
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'--cm-password', default="admin", metavar='password',
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help='The password for the CM user.')
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parser.add_argument(
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'--cm-cluster-name', metavar='name',
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help='If CM manages multiple clusters, use this to specify which cluster to use.')
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parser.add_argument(
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'--use-tls', action='store_true', default=False,
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help='Whether to communicate with CM using TLS. This alters the default CM port '
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'from {clear} to {tls}'.format(clear=CM_CLEAR_PORT, tls=CM_TLS_PORT))
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def add_ssl_options(parser):
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group = parser.add_argument_group('SSL Options')
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group.add_argument(
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'--use-ssl', action='store_true', default=False,
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help='Use SSL to connect')
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group.add_argument(
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'--ca_cert', default=None, metavar='CA cert path',
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help='Path to optional CA certificate. This is needed to verify SSL requests if '
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'the Impala certificate is self-signed in a test environment.')
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def create_cluster(args):
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if args.cm_host:
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cluster = CmCluster(
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args.cm_host, port=args.cm_port, user=args.cm_user, password=args.cm_password,
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cluster_name=args.cm_cluster_name, ssh_user=args.ssh_user, ssh_port=args.ssh_port,
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ssh_key_file=args.ssh_key_file, use_tls=args.use_tls)
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elif args.use_hive:
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cluster = MiniHiveCluster(args.hive_host, args.hive_port)
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else:
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cluster = MiniCluster(args.hive_host, args.hive_port, args.minicluster_num_impalads)
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cluster.hadoop_user_name = args.hadoop_user_name
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cluster.use_kerberos = getattr(args, 'use_kerberos', False)
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cluster.use_ssl = getattr(args, 'use_ssl', False)
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if cluster.use_ssl:
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# Prevent excessive warning spam on the console.
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#
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# The first warning is related to certificates that do not comply with RFC 2818.
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# https://github.com/shazow/urllib3/issues/497 . Permit one warning.
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filterwarnings(
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'once',
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'Certificate has no `subjectAltName`',
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SecurityWarning)
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# Permit one warning with unverified HTTPS requests
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filterwarnings(
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'once',
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'Unverified HTTPS request is being made',
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InsecureRequestWarning)
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# TODO: IMPALA-5264 to fix python environment to prevent InsecurePlatformWarning .
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# Once we fix that we should remove this suppression.
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filterwarnings(
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'once',
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'A true SSLContext object is not available',
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InsecurePlatformWarning)
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cluster.ca_cert = getattr(args, 'ca_cert', None)
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return cluster
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def add_storage_format_options(parser):
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storage_formats = ['avro', 'parquet', 'orc', 'rcfile', 'sequencefile', 'textfile']
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parser.add_argument(
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'--storage-file-formats', default=','.join(storage_formats),
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help='A comma separated list of storage formats to use.')
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def add_data_types_options(parser):
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parser.add_argument(
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'--data-types', default=','.join(type_.__name__ for type_ in TYPES),
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help='A comma separated list of data types to use.')
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def add_timeout_option(parser):
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parser.add_argument(
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'--timeout', default=(3 * 60), type=int, help='Query timeout in seconds')
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def add_connection_option_groups(parser):
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group = parser.add_argument_group('MySQL Options')
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group.add_argument(
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'--use-mysql', action='store_true', help='Use MySQL')
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group.add_argument(
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'--mysql-host', default='localhost',
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help='The name of the host running the MySQL database.')
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group.add_argument(
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'--mysql-port', default=3306, type=int,
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help='The port of the host running the MySQL database.')
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group.add_argument(
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'--mysql-user', default='root',
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help='The user name to use when connecting to the MySQL database.')
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group.add_argument(
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'--mysql-password',
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help='The password to use when connecting to the MySQL database.')
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parser.add_argument_group(group)
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group = parser.add_argument_group('Oracle Options')
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group.add_argument('--use-oracle', action='store_true', help='Use Oracle')
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group.add_argument(
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'--oracle-host', default='localhost',
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help='The name of the host running the Oracle database.')
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group.add_argument(
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'--oracle-port', default=1521, type=int,
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help='The port of the host running the Oracle database.')
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group.add_argument(
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'--oracle-user', default='system',
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help='The user name to use when connecting to the Oracle database.')
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group.add_argument(
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'--oracle-password',
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help='The password to use when connecting to the Oracle database.')
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parser.add_argument_group(group)
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group = parser.add_argument_group('Postgresql Options')
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group.add_argument(
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'--use-postgresql', action='store_true', help='Use Postgresql')
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group.add_argument(
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'--postgresql-host', default='localhost',
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help='The name of the host running the Postgresql database.')
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group.add_argument(
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'--postgresql-port', default=5432, type=int,
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help='The port of the host running the Postgresql database.')
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group.add_argument(
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'--postgresql-user', default='postgres',
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help='The user name to use when connecting to the Postgresql database.')
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group.add_argument(
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'--postgresql-password',
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help='The password to use when connecting to the Postgresql database.')
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parser.add_argument_group(group)
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def get_db_type(args):
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db_types = list()
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if args.use_mysql:
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db_types.append(db_connection.MYSQL)
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if args.use_oracle:
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db_types.append(db_connection.ORACLE)
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if args.use_postgresql:
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db_types.append(db_connection.POSTGRESQL)
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if not db_types:
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raise Exception(
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"At least one of --use-mysql, --use-oracle, or --use-postgresql must be used")
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elif len(db_types) > 1:
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raise Exception("Too many databases requested: %s" % db_types)
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return db_types[0]
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def create_connection(args, db_type=None, db_name=None):
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if not db_type:
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db_type = get_db_type(args)
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if db_type == db_connection.POSTGRESQL:
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conn_class = db_connection.PostgresqlConnection
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elif db_type == db_connection.MYSQL:
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conn_class = db_connection.MySQLConnection
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elif db_type == db_connection.ORACLE:
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conn_class = db_connection.OracleConnection
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elif db_type == db_connection.HIVE:
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conn_class = db_connection.HiveConnection
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else:
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raise Exception(
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'Unexpected db_type: %s; expected one of %s.' % (
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db_type, ', '.join([db_connection.POSTGRESQL, db_connection.MYSQL,
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db_connection.ORACLE])))
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prefix = db_type.lower()
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return conn_class(
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user_name=getattr(args, prefix + '_user'),
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password=getattr(args, prefix + '_password'),
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host_name=getattr(args, prefix + '_host'),
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port=getattr(args, prefix + '_port'),
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db_name=db_name)
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def add_kerberos_options(parser):
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parser.add_argument(
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"--use-kerberos", action="store_true",
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help="Use kerberos when communicating with Impala. This requires that kinit has"
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" already been done before running this script.")
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parser.add_argument(
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"--kerberos-principal", default=getuser(), help="The principal name to use.")
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