Added execution summary, modified benchmark to handle JSON

- Added execution summary to the beeswax client and QueryResult
- Modified report-benchmark-results to handle JSON and perform
  execution summary comparison between runs
- Added comments to the new workload runner

Change-Id: I9c3c5f2fdc5d8d1e70022c4077334bc44e3a2d1d
Reviewed-on: http://gerrit.ent.cloudera.com:8080/3598
Reviewed-by: Taras Bobrovytsky <tbobrovytsky@cloudera.com>
Tested-by: jenkins
(cherry picked from commit fd0b1406be2511c202e02fa63af94fbbe5e18eee)
Reviewed-on: http://gerrit.ent.cloudera.com:8080/3618
This commit is contained in:
Taras Bobrovytsky
2014-06-23 19:20:11 -07:00
committed by jenkins
parent 3bed0be1df
commit e94de02469
9 changed files with 1105 additions and 527 deletions

View File

@@ -50,13 +50,22 @@ hive_result_regex = 'Time taken: (\d*).(\d*) seconds'
## TODO: Split executors into their own modules.
class QueryExecConfig(object):
"""Base Class for Execution Configs"""
"""Base Class for Execution Configs
Attributes:
plugin_runner (PluginRunner?)
"""
def __init__(self, plugin_runner=None):
self.plugin_runner = plugin_runner
class ImpalaQueryExecConfig(QueryExecConfig):
"""Base class for Impala query execution config"""
"""Base class for Impala query execution config
Attributes:
impalad (str): address of impalad <host>:<port>
"""
def __init__(self, plugin_runner=None, impalad='localhost:21000'):
super(ImpalaQueryExecConfig, self).__init__(plugin_runner=plugin_runner)
self._impalad = impalad
@@ -71,8 +80,14 @@ class ImpalaQueryExecConfig(QueryExecConfig):
class JdbcQueryExecConfig(ImpalaQueryExecConfig):
"""Impala query execution config for jdbc"""
"""Impala query execution config for jdbc
Attributes:
tranport (?): ?
"""
JDBC_CLIENT_PATH = os.path.join(os.environ['IMPALA_HOME'], 'bin/run-jdbc-client.sh')
def __init__(self, plugin_runner=None, impalad='localhost:21050', transport=None):
super(JdbcQueryExecConfig, self).__init__(plugin_runner=plugin_runner,
impalad=impalad)
@@ -87,9 +102,20 @@ class JdbcQueryExecConfig(ImpalaQueryExecConfig):
return JdbcQueryExecConfig.JDBC_CLIENT_PATH + ' -i "%s" -t %s' % (self._impalad,
self.transport)
class BeeswaxQueryExecConfig(ImpalaQueryExecConfig):
"""Impala query execution config for beeswax"""
"""Impala query execution config for beeswax
Args:
use_kerberos (boolean)
exec_options (str): String formatted as "opt1:val1;opt2:val2"
impalad (str): address of impalad <host>:<port>
plugin_runner (?): ?
Attributes:
use_kerberos (boolean)
exec_options (dict str -> str): execution options
"""
def __init__(self, use_kerberos=False, exec_options=None, impalad='localhost:21000',
plugin_runner=None):
super(BeeswaxQueryExecConfig, self).__init__(plugin_runner=plugin_runner,
@@ -99,7 +125,12 @@ class BeeswaxQueryExecConfig(ImpalaQueryExecConfig):
self.__build_options(exec_options)
def __build_options(self, exec_options):
"""Read the exec_options into a dictionary"""
"""Read the exec_options into self.exec_options
Args:
exec_options (str): String formatted as "opt1:val1;opt2:val2"
"""
if exec_options:
# exec_options are seperated by ; on the command line
options = exec_options.split(';')
@@ -121,13 +152,27 @@ class HiveQueryExecConfig(QueryExecConfig):
class QueryExecutor(object):
def __init__(self, name, query, func, config, exit_on_error):
"""
Executes a query.
"""Executes a query.
The query_exec_func needs to be a function that accepts a QueryExecOption parameter
and returns a QueryResult.
"""
Args:
name (str): eg. "hive"
query (str): string containing SQL query to be executed
func (function): Function that accepts a QueryExecOption parameter and returns a
QueryResult. Eg. execute_using_impala_beeswax
config (QueryExecOption)
exit_on_error (boolean): Exit right after an error encountered.
Attributes:
exec_func (function): Function that accepts a QueryExecOption parameter and returns a
QueryResult.
exec_config (QueryExecOption)
query (str): string containing SQL query to be executed
exit_on_error (boolean): Exit right after an error encountered.
executor_name (str): eg. "hive"
result (QueryResult): Contains the result after execute method is called.
"""
def __init__(self, name, query, func, config, exit_on_error):
self.exec_func = func
self.exec_config = config
self.query = query
@@ -163,7 +208,15 @@ class QueryExecutor(object):
return self.__result
def establish_beeswax_connection(query, query_config):
"""Establish a connection to the user specified impalad"""
"""Establish a connection to the user specified impalad.
Args:
query_config (QueryExecConfig)
Returns:
(boolean, ImpalaBeeswaxClient): True if successful
"""
# TODO: Make this generic, for hive etc.
use_kerberos = query_config.use_kerberos
client = ImpalaBeeswaxClient(query_config.impalad, use_kerberos=use_kerberos)
@@ -177,8 +230,16 @@ def establish_beeswax_connection(query, query_config):
def execute_using_impala_beeswax(query, query_config):
"""Executes a query using beeswax.
A new client is created per query, then destroyed. Returns QueryResult()
A new client is created per query, then destroyed.
Args:
query (str): string containing the query to be executed.
query_config (QueryExecConfig)
Returns:
QueryResult
"""
# Create a client object to talk to impalad
exec_result = QueryResult(query, query_config=query_config)
plugin_runner = query_config.plugin_runner
@@ -203,23 +264,52 @@ def execute_using_impala_beeswax(query, query_config):
return construct_exec_result(result, exec_result)
def build_context(query, query_config):
"""Build context based on query config for plugin_runner.
Why not pass QueryExecConfig to plugins directly?
Args:
query (str)
query_config (QueryExecConfig)
Returns:
dict str -> str
"""
context = vars(query_config)
context['query'] = query
return context
def construct_exec_result(result, exec_result):
""" Transform an ImpalaBeeswaxResult object to a QueryResult object.
Args:
result (ImpalaBeeswasResult): Tranfers data from here.
exec_result (QueryResult): Transfers data to here.
Returns:
QueryResult
"""
Transform an ImpalaBeeswaxResult object to a QueryResult object.
"""
# Return immedietely if the query failed.
if not result.success: return exec_result
exec_result.success = True
for attr in ['data', 'runtime_profile', 'start_time', 'time_taken', 'summary']:
attrs = ['data', 'runtime_profile', 'start_time',
'time_taken', 'summary', 'exec_summary']
for attr in attrs:
setattr(exec_result, attr, getattr(result, attr))
return exec_result
def execute_shell_cmd(cmd):
"""Executes a command in the shell, pipes the output to local variables"""
"""Executes a command in the shell, pipes the output to local variables
Args:
cmd (str): Command to be executed.
Returns:
(str, str, str): return code, stdout, stderr
"""
LOG.debug('Executing: %s' % (cmd,))
# Popen needs a list as its first parameter.
# The first element is the command, with the rest being arguments.