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#! /usr/bin/env python
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import os
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import re
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import sys
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import time
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import random
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import logging
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import tempfile
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import subprocess
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import shutil
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import argparse
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# params overwrite priority:
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# for default:
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# default_params < blackbox|whitebox_default_params < args
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# for simple:
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# simple_default_params < blackbox|whitebox_simple_default_params < args
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default_params = {
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"block_size": 16384,
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"cache_size": 1048576,
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"use_clock_cache": lambda: random.choice(["true", "false"]),
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"delpercent": 5,
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"destroy_db_initially": 0,
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"disable_data_sync": 0,
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"disable_wal": 0,
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"allow_concurrent_memtable_write": 0,
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"iterpercent": 10,
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"max_background_compactions": 20,
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"max_bytes_for_level_base": 10485760,
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"max_key": 100000000,
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"max_write_buffer_number": 3,
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"memtablerep": "prefix_hash",
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"mmap_read": lambda: random.randint(0, 1),
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"open_files": 500000,
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"prefix_size": 7,
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"prefixpercent": 5,
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"progress_reports": 0,
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"readpercent": 45,
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"reopen": 20,
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"sync": 0,
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"target_file_size_base": 2097152,
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"target_file_size_multiplier": 2,
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"threads": 32,
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"verify_checksum": 1,
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"write_buffer_size": 4 * 1024 * 1024,
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"writepercent": 35,
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"subcompactions": lambda: random.randint(1, 4),
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Introduce FullMergeV2 (eliminate memcpy from merge operators)
Summary:
This diff update the code to pin the merge operator operands while the merge operation is done, so that we can eliminate the memcpy cost, to do that we need a new public API for FullMerge that replace the std::deque<std::string> with std::vector<Slice>
This diff is stacked on top of D56493 and D56511
In this diff we
- Update FullMergeV2 arguments to be encapsulated in MergeOperationInput and MergeOperationOutput which will make it easier to add new arguments in the future
- Replace std::deque<std::string> with std::vector<Slice> to pass operands
- Replace MergeContext std::deque with std::vector (based on a simple benchmark I ran https://gist.github.com/IslamAbdelRahman/78fc86c9ab9f52b1df791e58943fb187)
- Allow FullMergeV2 output to be an existing operand
```
[Everything in Memtable | 10K operands | 10 KB each | 1 operand per key]
DEBUG_LEVEL=0 make db_bench -j64 && ./db_bench --benchmarks="mergerandom,readseq,readseq,readseq,readseq,readseq" --merge_operator="max" --merge_keys=10000 --num=10000 --disable_auto_compactions --value_size=10240 --write_buffer_size=1000000000
[FullMergeV2]
readseq : 0.607 micros/op 1648235 ops/sec; 16121.2 MB/s
readseq : 0.478 micros/op 2091546 ops/sec; 20457.2 MB/s
readseq : 0.252 micros/op 3972081 ops/sec; 38850.5 MB/s
readseq : 0.237 micros/op 4218328 ops/sec; 41259.0 MB/s
readseq : 0.247 micros/op 4043927 ops/sec; 39553.2 MB/s
[master]
readseq : 3.935 micros/op 254140 ops/sec; 2485.7 MB/s
readseq : 3.722 micros/op 268657 ops/sec; 2627.7 MB/s
readseq : 3.149 micros/op 317605 ops/sec; 3106.5 MB/s
readseq : 3.125 micros/op 320024 ops/sec; 3130.1 MB/s
readseq : 4.075 micros/op 245374 ops/sec; 2400.0 MB/s
```
```
[Everything in Memtable | 10K operands | 10 KB each | 10 operand per key]
DEBUG_LEVEL=0 make db_bench -j64 && ./db_bench --benchmarks="mergerandom,readseq,readseq,readseq,readseq,readseq" --merge_operator="max" --merge_keys=1000 --num=10000 --disable_auto_compactions --value_size=10240 --write_buffer_size=1000000000
[FullMergeV2]
readseq : 3.472 micros/op 288018 ops/sec; 2817.1 MB/s
readseq : 2.304 micros/op 434027 ops/sec; 4245.2 MB/s
readseq : 1.163 micros/op 859845 ops/sec; 8410.0 MB/s
readseq : 1.192 micros/op 838926 ops/sec; 8205.4 MB/s
readseq : 1.250 micros/op 800000 ops/sec; 7824.7 MB/s
[master]
readseq : 24.025 micros/op 41623 ops/sec; 407.1 MB/s
readseq : 18.489 micros/op 54086 ops/sec; 529.0 MB/s
readseq : 18.693 micros/op 53495 ops/sec; 523.2 MB/s
readseq : 23.621 micros/op 42335 ops/sec; 414.1 MB/s
readseq : 18.775 micros/op 53262 ops/sec; 521.0 MB/s
```
```
[Everything in Block cache | 10K operands | 10 KB each | 1 operand per key]
[FullMergeV2]
$ DEBUG_LEVEL=0 make db_bench -j64 && ./db_bench --benchmarks="readseq,readseq,readseq,readseq,readseq" --merge_operator="max" --num=100000 --db="/dev/shm/merge-random-10K-10KB" --cache_size=1000000000 --use_existing_db --disable_auto_compactions
readseq : 14.741 micros/op 67837 ops/sec; 663.5 MB/s
readseq : 1.029 micros/op 971446 ops/sec; 9501.6 MB/s
readseq : 0.974 micros/op 1026229 ops/sec; 10037.4 MB/s
readseq : 0.965 micros/op 1036080 ops/sec; 10133.8 MB/s
readseq : 0.943 micros/op 1060657 ops/sec; 10374.2 MB/s
[master]
readseq : 16.735 micros/op 59755 ops/sec; 584.5 MB/s
readseq : 3.029 micros/op 330151 ops/sec; 3229.2 MB/s
readseq : 3.136 micros/op 318883 ops/sec; 3119.0 MB/s
readseq : 3.065 micros/op 326245 ops/sec; 3191.0 MB/s
readseq : 3.014 micros/op 331813 ops/sec; 3245.4 MB/s
```
```
[Everything in Block cache | 10K operands | 10 KB each | 10 operand per key]
DEBUG_LEVEL=0 make db_bench -j64 && ./db_bench --benchmarks="readseq,readseq,readseq,readseq,readseq" --merge_operator="max" --num=100000 --db="/dev/shm/merge-random-10-operands-10K-10KB" --cache_size=1000000000 --use_existing_db --disable_auto_compactions
[FullMergeV2]
readseq : 24.325 micros/op 41109 ops/sec; 402.1 MB/s
readseq : 1.470 micros/op 680272 ops/sec; 6653.7 MB/s
readseq : 1.231 micros/op 812347 ops/sec; 7945.5 MB/s
readseq : 1.091 micros/op 916590 ops/sec; 8965.1 MB/s
readseq : 1.109 micros/op 901713 ops/sec; 8819.6 MB/s
[master]
readseq : 27.257 micros/op 36687 ops/sec; 358.8 MB/s
readseq : 4.443 micros/op 225073 ops/sec; 2201.4 MB/s
readseq : 5.830 micros/op 171526 ops/sec; 1677.7 MB/s
readseq : 4.173 micros/op 239635 ops/sec; 2343.8 MB/s
readseq : 4.150 micros/op 240963 ops/sec; 2356.8 MB/s
```
Test Plan: COMPILE_WITH_ASAN=1 make check -j64
Reviewers: yhchiang, andrewkr, sdong
Reviewed By: sdong
Subscribers: lovro, andrewkr, dhruba
Differential Revision: https://reviews.facebook.net/D57075
8 years ago
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"use_merge": lambda: random.randint(0, 1),
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"use_full_merge_v1": lambda: random.randint(0, 1),
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}
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def get_dbname(test_name):
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test_tmpdir = os.environ.get("TEST_TMPDIR")
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if test_tmpdir is None or test_tmpdir == "":
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dbname = tempfile.mkdtemp(prefix='rocksdb_crashtest_' + test_name)
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else:
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dbname = test_tmpdir + "/rocksdb_crashtest_" + test_name
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shutil.rmtree(dbname, True)
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return dbname
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blackbox_default_params = {
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# total time for this script to test db_stress
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"duration": 6000,
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# time for one db_stress instance to run
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"interval": 120,
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# since we will be killing anyway, use large value for ops_per_thread
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"ops_per_thread": 100000000,
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"set_options_one_in": 10000,
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"test_batches_snapshots": 1,
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}
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whitebox_default_params = {
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"duration": 10000,
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"log2_keys_per_lock": 10,
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"nooverwritepercent": 1,
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"ops_per_thread": 200000,
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"test_batches_snapshots": lambda: random.randint(0, 1),
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"write_buffer_size": 4 * 1024 * 1024,
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"subcompactions": lambda: random.randint(1, 4),
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"random_kill_odd": 888887,
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}
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simple_default_params = {
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"block_size": 16384,
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"cache_size": 1048576,
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"use_clock_cache": lambda: random.choice(["true", "false"]),
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"column_families": 1,
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"delpercent": 5,
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"destroy_db_initially": 0,
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"disable_data_sync": 0,
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"disable_wal": 0,
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"allow_concurrent_memtable_write": lambda: random.randint(0, 1),
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"iterpercent": 10,
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"max_background_compactions": 1,
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"max_bytes_for_level_base": 67108864,
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"max_key": 100000000,
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"max_write_buffer_number": 3,
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"memtablerep": "skip_list",
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"mmap_read": lambda: random.randint(0, 1),
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"prefix_size": 0,
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"prefixpercent": 0,
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"progress_reports": 0,
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"readpercent": 50,
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"reopen": 20,
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"sync": 0,
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"target_file_size_base": 16777216,
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"target_file_size_multiplier": 1,
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"test_batches_snapshots": 0,
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"threads": 32,
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"verify_checksum": 1,
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"write_buffer_size": 32 * 1024 * 1024,
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"writepercent": 35,
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"subcompactions": lambda: random.randint(1, 4),
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}
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blackbox_simple_default_params = {
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"duration": 6000,
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"interval": 120,
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"open_files": -1,
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"ops_per_thread": 100000000,
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"set_options_one_in": 0,
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"test_batches_snapshots": 0,
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}
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whitebox_simple_default_params = {
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"duration": 10000,
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"log2_keys_per_lock": 10,
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"nooverwritepercent": 1,
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"open_files": 500000,
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"ops_per_thread": 200000,
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"write_buffer_size": 32 * 1024 * 1024,
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"subcompactions": lambda: random.randint(1, 4),
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}
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def finalize_and_sanitize(src_params):
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dest_params = dict([(k, v() if callable(v) else v)
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for (k, v) in src_params.items()])
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if dest_params.get("allow_concurrent_memtable_write", 1) == 1:
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dest_params["memtablerep"] = "skip_list"
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return dest_params
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def gen_cmd_params(args):
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params = {}
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if args.simple:
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params.update(simple_default_params)
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if args.test_type == 'blackbox':
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params.update(blackbox_simple_default_params)
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if args.test_type == 'whitebox':
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params.update(whitebox_simple_default_params)
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if not args.simple:
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params.update(default_params)
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if args.test_type == 'blackbox':
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params.update(blackbox_default_params)
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if args.test_type == 'whitebox':
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params.update(whitebox_default_params)
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for k, v in vars(args).items():
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if v is not None:
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params[k] = v
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return params
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def gen_cmd(params):
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cmd = './db_stress ' + ' '.join(
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'--{0}={1}'.format(k, v)
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for k, v in finalize_and_sanitize(params).items()
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if k not in set(['test_type', 'simple', 'duration', 'interval',
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'random_kill_odd'])
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and v is not None)
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return cmd
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# This script runs and kills db_stress multiple times. It checks consistency
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# in case of unsafe crashes in RocksDB.
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def blackbox_crash_main(args):
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cmd_params = gen_cmd_params(args)
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dbname = get_dbname('blackbox')
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exit_time = time.time() + cmd_params['duration']
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print("Running blackbox-crash-test with \n"
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+ "interval_between_crash=" + str(cmd_params['interval']) + "\n"
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+ "total-duration=" + str(cmd_params['duration']) + "\n"
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+ "threads=" + str(cmd_params['threads']) + "\n"
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+ "ops_per_thread=" + str(cmd_params['ops_per_thread']) + "\n"
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+ "write_buffer_size=" + str(cmd_params['write_buffer_size']) + "\n"
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+ "subcompactions=" + str(cmd_params['subcompactions']) + "\n")
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while time.time() < exit_time:
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run_had_errors = False
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killtime = time.time() + cmd_params['interval']
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cmd = gen_cmd(dict(cmd_params.items() + {'db': dbname}.items()))
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child = subprocess.Popen([cmd],
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stderr=subprocess.PIPE, shell=True)
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print("Running db_stress with pid=%d: %s\n\n"
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% (child.pid, cmd))
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stop_early = False
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while time.time() < killtime:
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if child.poll() is not None:
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print("WARNING: db_stress ended before kill: exitcode=%d\n"
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% child.returncode)
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stop_early = True
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break
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time.sleep(1)
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if not stop_early:
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if child.poll() is not None:
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print("WARNING: db_stress ended before kill: exitcode=%d\n"
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% child.returncode)
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else:
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child.kill()
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print("KILLED %d\n" % child.pid)
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time.sleep(1) # time to stabilize after a kill
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while True:
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line = child.stderr.readline().strip()
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if line != '':
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run_had_errors = True
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print('***' + line + '^')
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else:
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break
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if run_had_errors:
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sys.exit(2)
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time.sleep(1) # time to stabilize before the next run
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# we need to clean up after ourselves -- only do this on test success
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shutil.rmtree(dbname, True)
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# This python script runs db_stress multiple times. Some runs with
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# kill_random_test that causes rocksdb to crash at various points in code.
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def whitebox_crash_main(args):
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cmd_params = gen_cmd_params(args)
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dbname = get_dbname('whitebox')
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cur_time = time.time()
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exit_time = cur_time + cmd_params['duration']
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half_time = cur_time + cmd_params['duration'] / 2
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print("Running whitebox-crash-test with \n"
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+ "total-duration=" + str(cmd_params['duration']) + "\n"
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+ "threads=" + str(cmd_params['threads']) + "\n"
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+ "ops_per_thread=" + str(cmd_params['ops_per_thread']) + "\n"
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+ "write_buffer_size=" + str(cmd_params['write_buffer_size']) + "\n"
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+ "subcompactions=" + str(cmd_params['subcompactions']) + "\n")
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total_check_mode = 4
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check_mode = 0
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kill_random_test = cmd_params['random_kill_odd']
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kill_mode = 0
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while time.time() < exit_time:
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|
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if check_mode == 0:
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additional_opts = {
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|
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# use large ops per thread since we will kill it anyway
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|
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"ops_per_thread": 100 * cmd_params['ops_per_thread'],
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}
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|
|
# run with kill_random_test, with three modes.
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|
|
|
# Mode 0 covers all kill points. Mode 1 covers less kill points but
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|
|
|
# increases change of triggering them. Mode 2 covers even less
|
|
|
|
# frequent kill points and further increases triggering change.
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|
|
|
if kill_mode == 0:
|
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|
|
additional_opts.update({
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|
|
"kill_random_test": kill_random_test,
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|
|
})
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|
|
|
elif kill_mode == 1:
|
|
|
|
additional_opts.update({
|
Crash test to make kill decision for every kill point
Summary:
In crash test, when coming to each kill point, we start a random class using seed as current second. With this approach, for every second, the random number used is the same. However, in each second, there are multiple kill points with different frequency. It makes it hard to reason about chance of kill point to trigger. With this commit, we use thread local random seed to generate the random number, so that it will take different values per second, hoping it makes chances of killing much easier to reason about.
Also significantly reduce the kill odd to make sure time before kiling is similar as before.
Test Plan: Run white box crash test and see the killing happens as expected and the run time time before killing reasonable.
Reviewers: kradhakrishnan, IslamAbdelRahman, rven, yhchiang, andrewkr, anthony
Reviewed By: anthony
Subscribers: leveldb, dhruba
Differential Revision: https://reviews.facebook.net/D52971
9 years ago
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"kill_random_test": (kill_random_test / 10 + 1),
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"kill_prefix_blacklist": "WritableFileWriter::Append,"
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+ "WritableFileWriter::WriteBuffered",
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})
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elif kill_mode == 2:
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# TODO: May need to adjust random odds if kill_random_test
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# is too small.
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additional_opts.update({
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Crash test to make kill decision for every kill point
Summary:
In crash test, when coming to each kill point, we start a random class using seed as current second. With this approach, for every second, the random number used is the same. However, in each second, there are multiple kill points with different frequency. It makes it hard to reason about chance of kill point to trigger. With this commit, we use thread local random seed to generate the random number, so that it will take different values per second, hoping it makes chances of killing much easier to reason about.
Also significantly reduce the kill odd to make sure time before kiling is similar as before.
Test Plan: Run white box crash test and see the killing happens as expected and the run time time before killing reasonable.
Reviewers: kradhakrishnan, IslamAbdelRahman, rven, yhchiang, andrewkr, anthony
Reviewed By: anthony
Subscribers: leveldb, dhruba
Differential Revision: https://reviews.facebook.net/D52971
9 years ago
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"kill_random_test": (kill_random_test / 5000 + 1),
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"kill_prefix_blacklist": "WritableFileWriter::Append,"
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"WritableFileWriter::WriteBuffered,"
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"PosixMmapFile::Allocate,WritableFileWriter::Flush",
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})
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# Run kill mode 0, 1 and 2 by turn.
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kill_mode = (kill_mode + 1) % 3
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elif check_mode == 1:
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# normal run with universal compaction mode
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additional_opts = {
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"kill_random_test": None,
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"ops_per_thread": cmd_params['ops_per_thread'],
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"compaction_style": 1,
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}
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elif check_mode == 2:
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# normal run with FIFO compaction mode
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# ops_per_thread is divided by 5 because FIFO compaction
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# style is quite a bit slower on reads with lot of files
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additional_opts = {
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"kill_random_test": None,
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"ops_per_thread": cmd_params['ops_per_thread'] / 5,
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"compaction_style": 2,
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}
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else:
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# normal run
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additional_opts = additional_opts = {
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"kill_random_test": None,
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"ops_per_thread": cmd_params['ops_per_thread'],
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}
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cmd = gen_cmd(dict(cmd_params.items() + additional_opts.items()
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+ {'db': dbname}.items()))
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print "Running:" + cmd + "\n"
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popen = subprocess.Popen([cmd], stdout=subprocess.PIPE,
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stderr=subprocess.STDOUT,
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shell=True)
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stdoutdata, stderrdata = popen.communicate()
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retncode = popen.returncode
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msg = ("check_mode={0}, kill option={1}, exitcode={2}\n".format(
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check_mode, additional_opts['kill_random_test'], retncode))
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print msg
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print stdoutdata
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expected = False
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if additional_opts['kill_random_test'] is None and (retncode == 0):
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# we expect zero retncode if no kill option
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expected = True
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elif additional_opts['kill_random_test'] is not None and retncode < 0:
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# we expect negative retncode if kill option was given
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expected = True
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if not expected:
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print "TEST FAILED. See kill option and exit code above!!!\n"
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sys.exit(1)
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stdoutdata = stdoutdata.lower()
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errorcount = (stdoutdata.count('error') -
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stdoutdata.count('got errors 0 times'))
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print "#times error occurred in output is " + str(errorcount) + "\n"
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if (errorcount > 0):
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print "TEST FAILED. Output has 'error'!!!\n"
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sys.exit(2)
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if (stdoutdata.find('fail') >= 0):
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print "TEST FAILED. Output has 'fail'!!!\n"
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sys.exit(2)
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# First half of the duration, keep doing kill test. For the next half,
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# try different modes.
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if time.time() > half_time:
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# we need to clean up after ourselves -- only do this on test
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# success
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shutil.rmtree(dbname, True)
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check_mode = (check_mode + 1) % total_check_mode
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time.sleep(1) # time to stabilize after a kill
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def main():
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parser = argparse.ArgumentParser(description="This script runs and kills \
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db_stress multiple times")
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parser.add_argument("test_type", choices=["blackbox", "whitebox"])
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parser.add_argument("--simple", action="store_true")
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all_params = dict(default_params.items()
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+ blackbox_default_params.items()
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+ whitebox_default_params.items()
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+ simple_default_params.items()
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+ blackbox_simple_default_params.items()
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+ whitebox_simple_default_params.items())
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for k, v in all_params.items():
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parser.add_argument("--" + k, type=type(v() if callable(v) else v))
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args = parser.parse_args()
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if args.test_type == 'blackbox':
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blackbox_crash_main(args)
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if args.test_type == 'whitebox':
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whitebox_crash_main(args)
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if __name__ == '__main__':
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main()
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