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authorDaniel Baumann <daniel.baumann@progress-linux.org>2024-04-07 18:45:59 +0000
committerDaniel Baumann <daniel.baumann@progress-linux.org>2024-04-07 18:45:59 +0000
commit19fcec84d8d7d21e796c7624e521b60d28ee21ed (patch)
tree42d26aa27d1e3f7c0b8bd3fd14e7d7082f5008dc /src/rocksdb/tools/advisor/test/test_db_stats_fetcher.py
parentInitial commit. (diff)
downloadceph-upstream/16.2.11+ds.tar.xz
ceph-upstream/16.2.11+ds.zip
Adding upstream version 16.2.11+ds.upstream/16.2.11+dsupstream
Signed-off-by: Daniel Baumann <daniel.baumann@progress-linux.org>
Diffstat (limited to 'src/rocksdb/tools/advisor/test/test_db_stats_fetcher.py')
-rw-r--r--src/rocksdb/tools/advisor/test/test_db_stats_fetcher.py126
1 files changed, 126 insertions, 0 deletions
diff --git a/src/rocksdb/tools/advisor/test/test_db_stats_fetcher.py b/src/rocksdb/tools/advisor/test/test_db_stats_fetcher.py
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+++ b/src/rocksdb/tools/advisor/test/test_db_stats_fetcher.py
@@ -0,0 +1,126 @@
+# Copyright (c) 2011-present, Facebook, Inc. All rights reserved.
+# This source code is licensed under both the GPLv2 (found in the
+# COPYING file in the root directory) and Apache 2.0 License
+# (found in the LICENSE.Apache file in the root directory).
+
+from advisor.db_stats_fetcher import LogStatsParser, DatabasePerfContext
+from advisor.db_timeseries_parser import NO_ENTITY
+from advisor.rule_parser import Condition, TimeSeriesCondition
+import os
+import time
+import unittest
+from unittest.mock import MagicMock
+
+
+class TestLogStatsParser(unittest.TestCase):
+ def setUp(self):
+ this_path = os.path.abspath(os.path.dirname(__file__))
+ stats_file = os.path.join(
+ this_path, 'input_files/log_stats_parser_keys_ts'
+ )
+ # populate the keys_ts dictionary of LogStatsParser
+ self.stats_dict = {NO_ENTITY: {}}
+ with open(stats_file, 'r') as fp:
+ for line in fp:
+ stat_name = line.split(':')[0].strip()
+ self.stats_dict[NO_ENTITY][stat_name] = {}
+ token_list = line.split(':')[1].strip().split(',')
+ for token in token_list:
+ timestamp = int(token.split()[0])
+ value = float(token.split()[1])
+ self.stats_dict[NO_ENTITY][stat_name][timestamp] = value
+ self.log_stats_parser = LogStatsParser('dummy_log_file', 20)
+ self.log_stats_parser.keys_ts = self.stats_dict
+
+ def test_check_and_trigger_conditions_bursty(self):
+ # mock fetch_timeseries() because 'keys_ts' has been pre-populated
+ self.log_stats_parser.fetch_timeseries = MagicMock()
+ # condition: bursty
+ cond1 = Condition('cond-1')
+ cond1 = TimeSeriesCondition.create(cond1)
+ cond1.set_parameter('keys', 'rocksdb.db.get.micros.p50')
+ cond1.set_parameter('behavior', 'bursty')
+ cond1.set_parameter('window_sec', 40)
+ cond1.set_parameter('rate_threshold', 0)
+ self.log_stats_parser.check_and_trigger_conditions([cond1])
+ expected_cond_trigger = {
+ NO_ENTITY: {1530896440: 0.9767546362322214}
+ }
+ self.assertDictEqual(expected_cond_trigger, cond1.get_trigger())
+ # ensure that fetch_timeseries() was called once
+ self.log_stats_parser.fetch_timeseries.assert_called_once()
+
+ def test_check_and_trigger_conditions_eval_agg(self):
+ # mock fetch_timeseries() because 'keys_ts' has been pre-populated
+ self.log_stats_parser.fetch_timeseries = MagicMock()
+ # condition: evaluate_expression
+ cond1 = Condition('cond-1')
+ cond1 = TimeSeriesCondition.create(cond1)
+ cond1.set_parameter('keys', 'rocksdb.db.get.micros.p50')
+ cond1.set_parameter('behavior', 'evaluate_expression')
+ keys = [
+ 'rocksdb.manifest.file.sync.micros.p99',
+ 'rocksdb.db.get.micros.p50'
+ ]
+ cond1.set_parameter('keys', keys)
+ cond1.set_parameter('aggregation_op', 'latest')
+ # condition evaluates to FALSE
+ cond1.set_parameter('evaluate', 'keys[0]-(keys[1]*100)>200')
+ self.log_stats_parser.check_and_trigger_conditions([cond1])
+ expected_cond_trigger = {NO_ENTITY: [1792.0, 15.9638]}
+ self.assertIsNone(cond1.get_trigger())
+ # condition evaluates to TRUE
+ cond1.set_parameter('evaluate', 'keys[0]-(keys[1]*100)<200')
+ self.log_stats_parser.check_and_trigger_conditions([cond1])
+ expected_cond_trigger = {NO_ENTITY: [1792.0, 15.9638]}
+ self.assertDictEqual(expected_cond_trigger, cond1.get_trigger())
+ # ensure that fetch_timeseries() was called
+ self.log_stats_parser.fetch_timeseries.assert_called()
+
+ def test_check_and_trigger_conditions_eval(self):
+ # mock fetch_timeseries() because 'keys_ts' has been pre-populated
+ self.log_stats_parser.fetch_timeseries = MagicMock()
+ # condition: evaluate_expression
+ cond1 = Condition('cond-1')
+ cond1 = TimeSeriesCondition.create(cond1)
+ cond1.set_parameter('keys', 'rocksdb.db.get.micros.p50')
+ cond1.set_parameter('behavior', 'evaluate_expression')
+ keys = [
+ 'rocksdb.manifest.file.sync.micros.p99',
+ 'rocksdb.db.get.micros.p50'
+ ]
+ cond1.set_parameter('keys', keys)
+ cond1.set_parameter('evaluate', 'keys[0]-(keys[1]*100)>500')
+ self.log_stats_parser.check_and_trigger_conditions([cond1])
+ expected_trigger = {NO_ENTITY: {
+ 1530896414: [9938.0, 16.31508],
+ 1530896440: [9938.0, 16.346602],
+ 1530896466: [9938.0, 16.284669],
+ 1530896492: [9938.0, 16.16005]
+ }}
+ self.assertDictEqual(expected_trigger, cond1.get_trigger())
+ self.log_stats_parser.fetch_timeseries.assert_called_once()
+
+
+class TestDatabasePerfContext(unittest.TestCase):
+ def test_unaccumulate_metrics(self):
+ perf_dict = {
+ "user_key_comparison_count": 675903942,
+ "block_cache_hit_count": 830086,
+ }
+ timestamp = int(time.time())
+ perf_ts = {}
+ for key in perf_dict:
+ perf_ts[key] = {}
+ start_val = perf_dict[key]
+ for ix in range(5):
+ perf_ts[key][timestamp+(ix*10)] = start_val + (2 * ix * ix)
+ db_perf_context = DatabasePerfContext(perf_ts, 10, True)
+ timestamps = [timestamp+(ix*10) for ix in range(1, 5, 1)]
+ values = [val for val in range(2, 15, 4)]
+ inner_dict = {timestamps[ix]: values[ix] for ix in range(4)}
+ expected_keys_ts = {NO_ENTITY: {
+ 'user_key_comparison_count': inner_dict,
+ 'block_cache_hit_count': inner_dict
+ }}
+ self.assertDictEqual(expected_keys_ts, db_perf_context.keys_ts)