Files
impala/tests/common/impala_connection.py
ishaan 3bed0be1df Refactor the performance framework and change its execution strategy.
This patch introduces new abstractions and changes the way queries are run via the
workload runner. A new class 'Workload' is introduced, which represents the notion of a
workload in the performance framework (i.e, A set of query names mapped to query
strings).

The new workflow is:
 - run-workload acts as a driver. It accepts user parmaters for which queries to
   run and their execution strategy. It generates workload objects and passes them to the
   workload-runner.
 - The workload runner takes a workload, its execution parameters and generates a set of
   test vectors over which the workload is run iteratively.
 - A workload is executed by initialiazing a QueryExecutor for each query being run in a
   test vector. The workload executor is then responsible for execution and gathering
   results.
 - The execution details of every query being executed are are stored and returned to the
   driver (run-workload).

Change-Id: Ia16360140d65e6733e534e823bc5d5614622ab5f
Reviewed-on: http://gerrit.ent.cloudera.com:8080/3616
Reviewed-by: Taras Bobrovytsky <tbobrovytsky@cloudera.com>
Tested-by: jenkins
2014-07-25 18:17:11 -07:00

205 lines
7.1 KiB
Python
Executable File

#!/usr/bin/env python
# Copyright (c) 2012 Cloudera, Inc. All rights reserved.
#
# Licensed 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.
#
# Common for connections to Impala. Currently supports Beeswax connections and
# in the future will support HS2 connections. Provides tracing around all
# operations.
from tests.beeswax.impala_beeswax import ImpalaBeeswaxClient, ImpalaBeeswaxResult
from thrift.transport.TSocket import TSocket
from thrift.protocol import TBinaryProtocol
from thrift.transport.TTransport import TBufferedTransport, TTransportException
from getpass import getuser
import abc
import logging
import os
LOG = logging.getLogger('impala_connection')
console_handler = logging.StreamHandler()
console_handler.setLevel(logging.INFO)
# All logging needs to be either executable SQL or a SQL comment (prefix with --).
console_handler.setFormatter(logging.Formatter('%(message)s'))
LOG.addHandler(console_handler)
LOG.propagate = False
# Common wrapper around the internal types of HS2/Beeswax operation/query handles.
class OperationHandle(object):
def __init__(self, handle):
self.__handle = handle
def get_handle(self): return self.__handle
# Represents an Impala connection.
class ImpalaConnection(object):
__metaclass__ = abc.ABCMeta
@abc.abstractmethod
def set_configuration_option(self, name, value):
"""Sets a configuraiton option name to the given value"""
pass
@abc.abstractmethod
def get_configuration(self):
"""Returns the configuration (a dictionary of key-value pairs) for this connection"""
pass
@abc.abstractmethod
def set_configuration(self, configuration_option_dict):
"""Replaces existing configuration with the given dictionary"""
pass
@abc.abstractmethod
def clear_configuration(self):
"""Clears all existing configuration."""
pass
@abc.abstractmethod
def connect(self):
"""Opens the connection"""
pass
@abc.abstractmethod
def close(self):
"""Closes the connection. Can be called multiple times"""
pass
@abc.abstractmethod
def close_query(self, handle):
"""Closes the query."""
pass
@abc.abstractmethod
def get_state(self, operation_handle):
"""Returns the state of a query"""
pass
@abc.abstractmethod
def get_log(self, operation_handle):
"""Returns the log of an operation"""
pass
@abc.abstractmethod
def cancel(self, operation_handle):
"""Cancels an in-flight operation"""
pass
def execute(self, sql_stmt):
"""Executes a query and fetches the results"""
pass
@abc.abstractmethod
def execute_async(self, sql_stmt):
"""Issues a query and returns the handle to the caller for processing"""
pass
@abc.abstractmethod
def fetch(self, sql_stmt, operation_handle, max_rows=-1):
"""Fetches query results up to max_rows given a handle and sql statement.
If max_rows < 0, all rows are fetched. If max_rows > 0 but the number of
rows returned is less than max_rows, all the rows have been fetched."""
pass
# Represents a connection to Impala using the Beeswax API.
class BeeswaxConnection(ImpalaConnection):
def __init__(self, host_port, use_kerberos=False, user=None, password=None,
use_ssl=False):
self.__beeswax_client = ImpalaBeeswaxClient(host_port, use_kerberos, user=user,
password=password, use_ssl=use_ssl)
self.__host_port = host_port
self.QUERY_STATES = self.__beeswax_client.query_states
def set_configuration_option(self, name, value):
# Only set the option if it's not already set to the same value.
if self.__beeswax_client.get_query_option(name) != value:
LOG.info('SET %s=%s;' % (name, value))
self.__beeswax_client.set_query_option(name, value)
def get_configuration(self):
return self.__beeswax_client.get_query_options
def set_configuration(self, config_option_dict):
assert config_option_dict is not None, "config_option_dict cannot be None"
self.clear_configuration()
for name, value in config_option_dict.iteritems():
self.set_configuration_option(name, value)
def clear_configuration(self):
self.__beeswax_client.clear_query_options()
def connect(self):
LOG.info("-- connecting to: %s" % self.__host_port)
self.__beeswax_client.connect()
# TODO: rename to close_connection
def close(self):
LOG.info("-- closing connection to: %s" % self.__host_port)
self.__beeswax_client.close_connection()
def close_query(self, operation_handle):
LOG.info("-- closing query for operation handle: %s" % operation_handle)
self.__beeswax_client.close_query(operation_handle.get_handle())
def execute(self, sql_stmt):
LOG.info("-- executing against %s\n%s;\n" % (self.__host_port, sql_stmt))
return self.__beeswax_client.execute(sql_stmt)
def execute_async(self, sql_stmt):
LOG.info("-- executing async: %s\n%s;\n" % (self.__host_port, sql_stmt))
return OperationHandle(self.__beeswax_client.execute_query_async(sql_stmt))
def cancel(self, operation_handle):
LOG.info("-- canceling operation: %s" % operation_handle)
return self.__beeswax_client.cancel_query(operation_handle.get_handle())
def get_state(self, operation_handle):
LOG.info("-- getting state for operation: %s" % operation_handle)
return self.__beeswax_client.get_state(operation_handle.get_handle())
def get_runtime_profile(self, operation_handle):
LOG.info("-- getting runtime profile operation: %s" % operation_handle)
return self.__beeswax_client.get_runtime_profile(operation_handle.get_handle())
def get_log(self, operation_handle):
LOG.info("-- getting log for operation: %s" % operation_handle)
return self.__beeswax_client.get_log(operation_handle.get_handle())
def refresh(self):
"""Invalidate the Impalad catalog"""
return self.execute("invalidate metadata")
def invalidate_table(self, table_name):
"""Invalidate a specific table from the catalog"""
return self.execute("invalidate metadata %s" % (table_name))
def refresh_table(self, db_name, table_name):
"""Refresh a specific table from the catalog"""
return self.execute("refresh %s.%s" % (db_name, table_name))
def fetch(self, sql_stmt, operation_handle, max_rows = -1):
LOG.info("-- fetching results from: %s" % operation_handle)
return self.__beeswax_client.fetch_results(
sql_stmt, operation_handle.get_handle(), max_rows)
def create_connection(host_port, use_kerberos=False):
# TODO: Support HS2 connections.
return BeeswaxConnection(host_port=host_port, use_kerberos=use_kerberos)
def create_ldap_connection(host_port, user, password, use_ssl=False):
return BeeswaxConnection(host_port=host_port, user=user, password=password,
use_ssl=use_ssl)