parent
700d36b6df
commit
efd9803be5
2 changed files with 191 additions and 0 deletions
@ -0,0 +1,88 @@ |
||||
# Copyright 2016, Google Inc. |
||||
# All rights reserved. |
||||
# |
||||
# Redistribution and use in source and binary forms, with or without |
||||
# modification, are permitted provided that the following conditions are |
||||
# met: |
||||
# |
||||
# * Redistributions of source code must retain the above copyright |
||||
# notice, this list of conditions and the following disclaimer. |
||||
# * Redistributions in binary form must reproduce the above |
||||
# copyright notice, this list of conditions and the following disclaimer |
||||
# in the documentation and/or other materials provided with the |
||||
# distribution. |
||||
# * Neither the name of Google Inc. nor the names of its |
||||
# contributors may be used to endorse or promote products derived from |
||||
# this software without specific prior written permission. |
||||
# |
||||
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS |
||||
# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT |
||||
# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR |
||||
# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT |
||||
# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, |
||||
# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT |
||||
# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, |
||||
# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY |
||||
# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT |
||||
# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE |
||||
# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. |
||||
|
||||
# utilities for exporting benchmark results |
||||
|
||||
import json |
||||
import os |
||||
import sys |
||||
import uuid |
||||
|
||||
|
||||
gcp_utils_dir = os.path.abspath(os.path.join( |
||||
os.path.dirname(__file__), '../../gcp/utils')) |
||||
sys.path.append(gcp_utils_dir) |
||||
import big_query_utils |
||||
|
||||
|
||||
_PROJECT_ID='grpc-testing' |
||||
_DATASET_ID='test_dataset' |
||||
_RESULTS_TABLE_ID='scenario_results' |
||||
|
||||
|
||||
def upload_scenario_result_to_bigquery(result_file): |
||||
bq = big_query_utils.create_big_query() |
||||
_create_results_table(bq) |
||||
|
||||
with open(result_file, 'r') as f: |
||||
scenario_result = json.loads(f.read()) |
||||
_insert_result(bq, scenario_result) |
||||
|
||||
|
||||
def _insert_result(bq, scenario_result): |
||||
_flatten_result_inplace(scenario_result) |
||||
|
||||
# TODO: handle errors... |
||||
row = big_query_utils.make_row(str(uuid.uuid4()), scenario_result) |
||||
return big_query_utils.insert_rows(bq, |
||||
_PROJECT_ID, |
||||
_DATASET_ID, |
||||
_RESULTS_TABLE_ID, |
||||
[row]) |
||||
|
||||
|
||||
def _create_results_table(bq): |
||||
with open(os.path.dirname(__file__) + '/scenario_result_schema.json', 'r') as f: |
||||
table_schema = json.loads(f.read()) |
||||
desc = 'Results of performance benchmarks.' |
||||
return big_query_utils.create_table2(bq, _PROJECT_ID, _DATASET_ID, |
||||
_RESULTS_TABLE_ID, table_schema, desc) |
||||
|
||||
|
||||
def _flatten_result_inplace(scenario_result): |
||||
"""Bigquery is not really great for handling deeply nested data |
||||
and repeated fields. To maintain values of some fields while keeping |
||||
the schema relatively simple, we artificially leave some of the fields |
||||
as JSON strings. |
||||
""" |
||||
scenario_result['scenario']['clientConfig'] = json.dumps(scenario_result['scenario']['clientConfig']) |
||||
scenario_result['scenario']['serverConfig'] = json.dumps(scenario_result['scenario']['serverConfig']) |
||||
scenario_result['latencies'] = json.dumps(scenario_result['latencies']) |
||||
for stats in scenario_result['clientStats']: |
||||
stats['latencies'] = json.dumps(stats['latencies']) |
@ -0,0 +1,103 @@ |
||||
[ |
||||
{ |
||||
"name": "scenario", |
||||
"type": "RECORD", |
||||
"mode": "NULLABLE", |
||||
"fields": [ |
||||
{ |
||||
"name": "name", |
||||
"type": "STRING", |
||||
"mode": "NULLABLE" |
||||
}, |
||||
{ |
||||
"name": "clientConfig", |
||||
"type": "STRING", |
||||
"mode": "NULLABLE" |
||||
}, |
||||
{ |
||||
"name": "numClients", |
||||
"type": "INTEGER", |
||||
"mode": "NULLABLE" |
||||
}, |
||||
{ |
||||
"name": "serverConfig", |
||||
"type": "STRING", |
||||
"mode": "NULLABLE" |
||||
}, |
||||
{ |
||||
"name": "numServers", |
||||
"type": "INTEGER", |
||||
"mode": "NULLABLE" |
||||
}, |
||||
{ |
||||
"name": "warmupSeconds", |
||||
"type": "INTEGER", |
||||
"mode": "NULLABLE" |
||||
}, |
||||
{ |
||||
"name": "benchmarkSeconds", |
||||
"type": "INTEGER", |
||||
"mode": "NULLABLE" |
||||
} |
||||
] |
||||
}, |
||||
{ |
||||
"name": "latencies", |
||||
"type": "STRING", |
||||
"mode": "NULLABLE" |
||||
}, |
||||
{ |
||||
"name": "clientStats", |
||||
"type": "RECORD", |
||||
"mode": "REPEATED", |
||||
"fields": [ |
||||
{ |
||||
"name": "latencies", |
||||
"type": "STRING", |
||||
"mode": "NULLABLE" |
||||
}, |
||||
{ |
||||
"name": "timeElapsed", |
||||
"type": "FLOAT", |
||||
"mode": "NULLABLE" |
||||
}, |
||||
{ |
||||
"name": "timeUser", |
||||
"type": "FLOAT", |
||||
"mode": "NULLABLE" |
||||
}, |
||||
{ |
||||
"name": "timeSystem", |
||||
"type": "FLOAT", |
||||
"mode": "NULLABLE" |
||||
} |
||||
] |
||||
}, |
||||
{ |
||||
"name": "serverStats", |
||||
"type": "RECORD", |
||||
"mode": "REPEATED", |
||||
"fields": [ |
||||
{ |
||||
"name": "timeElapsed", |
||||
"type": "FLOAT", |
||||
"mode": "NULLABLE" |
||||
}, |
||||
{ |
||||
"name": "timeUser", |
||||
"type": "FLOAT", |
||||
"mode": "NULLABLE" |
||||
}, |
||||
{ |
||||
"name": "timeSystem", |
||||
"type": "FLOAT", |
||||
"mode": "NULLABLE" |
||||
} |
||||
] |
||||
}, |
||||
{ |
||||
"name": "serverCores", |
||||
"type": "INTEGER", |
||||
"mode": "REPEATED" |
||||
} |
||||
] |
Loading…
Reference in new issue