mirror of
https://github.com/apache/impala.git
synced 2025-12-30 21:02:41 -05:00
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
205 lines
7.1 KiB
Python
Executable File
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)
|