mirror of
https://github.com/facebook/rocksdb.git
synced 2024-12-04 20:02:50 +00:00
fecb10c2fa
Summary: Universal compaction currently uses `level0_file_num_compaction_trigger` for two purposes: 1. the trigger for checking if there is any compaction to do, and 2. the limit on the number of sorted runs. RocksDB will do compaction to keep the number of sorted runs no more than the value of this option. This can make the option inflexible. A value that is too small causes higher write amp: more compactions to reduce the number of sorted runs. A value that is too big delays potential compaction work and causes worse read performance. This PR introduce an option `CompactionOptionsUniversal::max_read_amp` for only the second purpose: to specify the hard limit on the number of sorted runs. For backward compatibility, `max_read_amp = -1` by default, which means to fallback to the current behavior. When `max_read_amp > 0`,`level0_file_num_compaction_trigger` will only serve as a trigger to find potential compaction. When `max_read_amp = 0`, RocksDB will auto-tune the limit on the number of sorted runs. The estimation is based on DB size, write_buffer_size and size_ratio, so it is adaptive to the size change of the DB. See more in `UniversalCompactionBuilder::PickCompaction()`. Alternatively, users now can configure `max_read_amp` to a very big value and keep `level0_file_num_compaction_trigger` small. This will allow `size_ratio` and `max_size_amplification_percent` to control the number of sorted runs. This essentially disables compactions with reason kUniversalSortedRunNum. Pull Request resolved: https://github.com/facebook/rocksdb/pull/12477 Test Plan: * new unit test * existing unit test for default behavior * updated crash test with the new option * benchmark: * Create a DB that is roughly 24GB in the last level. When `max_read_amp = 0`, we estimate that the DB needs 9 levels to avoid excessive compactions to reduce the number of sorted runs. * We then run fillrandom to ingest another 24GB data to compare write amp. * case 1: small level0 trigger: `level0_file_num_compaction_trigger=5, max_read_amp=-1` * write-amp: 4.8 * case 2: auto-tune: `level0_file_num_compaction_trigger=5, max_read_amp=0` * write-amp: 3.6 * case 3: auto-tune with minimal trigger: `level0_file_num_compaction_trigger=1, max_read_amp=0` * write-amp: 3.8 * case 4: hard-code a good value for trigger: `level0_file_num_compaction_trigger=9` * write-amp: 2.8 ``` Case 1: ** Compaction Stats [default] ** Level Files Size Score Read(GB) Rn(GB) Rnp1(GB) Write(GB) Wnew(GB) Moved(GB) W-Amp Rd(MB/s) Wr(MB/s) Comp(sec) CompMergeCPU(sec) Comp(cnt) Avg(sec) KeyIn KeyDrop Rblob(GB) Wblob(GB) ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ L0 0/0 0.00 KB 1.0 0.0 0.0 0.0 22.6 22.6 0.0 1.0 0.0 163.2 141.94 111.10 108 1.314 0 0 0.0 0.0 L45 8/0 1.81 GB 0.0 39.6 11.1 28.5 39.3 10.8 0.0 3.5 209.0 207.3 194.25 191.29 43 4.517 348M 2498K 0.0 0.0 L46 13/0 3.12 GB 0.0 15.3 9.5 5.8 15.0 9.3 0.0 1.6 203.1 199.3 77.13 75.88 16 4.821 134M 2362K 0.0 0.0 L47 19/0 4.68 GB 0.0 15.4 10.5 4.9 14.7 9.8 0.0 1.4 204.0 194.9 77.38 76.15 8 9.673 135M 5920K 0.0 0.0 L48 38/0 9.42 GB 0.0 19.6 11.7 7.9 17.3 9.4 0.0 1.5 206.5 182.3 97.15 95.02 4 24.287 172M 20M 0.0 0.0 L49 91/0 22.70 GB 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.00 0.00 0 0.000 0 0 0.0 0.0 Sum 169/0 41.74 GB 0.0 89.9 42.9 47.0 109.0 61.9 0.0 4.8 156.7 189.8 587.85 549.45 179 3.284 791M 31M 0.0 0.0 Case 2: ** Compaction Stats [default] ** Level Files Size Score Read(GB) Rn(GB) Rnp1(GB) Write(GB) Wnew(GB) Moved(GB) W-Amp Rd(MB/s) Wr(MB/s) Comp(sec) CompMergeCPU(sec) Comp(cnt) Avg(sec) KeyIn KeyDrop Rblob(GB) Wblob(GB) ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ L0 1/0 214.47 MB 1.2 0.0 0.0 0.0 22.6 22.6 0.0 1.0 0.0 164.5 140.81 109.98 108 1.304 0 0 0.0 0.0 L44 0/0 0.00 KB 0.0 1.3 1.3 0.0 1.2 1.2 0.0 1.0 206.1 204.9 6.24 5.98 3 2.081 11M 51K 0.0 0.0 L45 4/0 844.36 MB 0.0 7.1 5.4 1.7 7.0 5.4 0.0 1.3 194.6 192.9 37.41 36.00 13 2.878 62M 489K 0.0 0.0 L46 11/0 2.57 GB 0.0 14.6 9.8 4.8 14.3 9.5 0.0 1.5 193.7 189.8 77.09 73.54 17 4.535 128M 2411K 0.0 0.0 L47 24/0 5.81 GB 0.0 19.8 12.0 7.8 18.8 11.0 0.0 1.6 191.4 181.1 106.19 101.21 9 11.799 174M 9166K 0.0 0.0 L48 38/0 9.42 GB 0.0 19.6 11.8 7.9 17.3 9.4 0.0 1.5 197.3 173.6 101.97 97.23 4 25.491 172M 20M 0.0 0.0 L49 91/0 22.70 GB 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.00 0.00 0 0.000 0 0 0.0 0.0 Sum 169/0 41.54 GB 0.0 62.4 40.3 22.1 81.3 59.2 0.0 3.6 136.1 177.2 469.71 423.94 154 3.050 549M 32M 0.0 0.0 Case 3: ** Compaction Stats [default] ** Level Files Size Score Read(GB) Rn(GB) Rnp1(GB) Write(GB) Wnew(GB) Moved(GB) W-Amp Rd(MB/s) Wr(MB/s) Comp(sec) CompMergeCPU(sec) Comp(cnt) Avg(sec) KeyIn KeyDrop Rblob(GB) Wblob(GB) ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ L0 0/0 0.00 KB 5.0 0.0 0.0 0.0 22.6 22.6 0.0 1.0 0.0 163.8 141.43 111.13 108 1.310 0 0 0.0 0.0 L44 0/0 0.00 KB 0.0 0.8 0.8 0.0 0.8 0.8 0.0 1.0 201.4 200.2 4.26 4.19 2 2.130 7360K 33K 0.0 0.0 L45 4/0 844.38 MB 0.0 6.3 5.0 1.2 6.2 5.0 0.0 1.2 202.0 200.3 31.81 31.50 12 2.651 55M 403K 0.0 0.0 L46 7/0 1.62 GB 0.0 13.3 8.8 4.6 13.1 8.6 0.0 1.5 198.9 195.7 68.72 67.89 17 4.042 117M 1696K 0.0 0.0 L47 24/0 5.81 GB 0.0 21.7 12.9 8.8 20.6 11.8 0.0 1.6 198.5 188.6 112.04 109.97 12 9.336 191M 9352K 0.0 0.0 L48 41/0 10.14 GB 0.0 24.8 13.0 11.8 21.9 10.1 0.0 1.7 198.6 175.6 127.88 125.36 6 21.313 218M 25M 0.0 0.0 L49 91/0 22.70 GB 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.00 0.00 0 0.000 0 0 0.0 0.0 Sum 167/0 41.10 GB 0.0 67.0 40.5 26.4 85.4 58.9 0.0 3.8 141.1 179.8 486.13 450.04 157 3.096 589M 36M 0.0 0.0 Case 4: ** Compaction Stats [default] ** Level Files Size Score Read(GB) Rn(GB) Rnp1(GB) Write(GB) Wnew(GB) Moved(GB) W-Amp Rd(MB/s) Wr(MB/s) Comp(sec) CompMergeCPU(sec) Comp(cnt) Avg(sec) KeyIn KeyDrop Rblob(GB) Wblob(GB) ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ L0 0/0 0.00 KB 0.7 0.0 0.0 0.0 22.6 22.6 0.0 1.0 0.0 158.6 146.02 114.68 108 1.352 0 0 0.0 0.0 L42 0/0 0.00 KB 0.0 1.7 1.7 0.0 1.7 1.7 0.0 1.0 185.4 184.3 9.25 8.96 4 2.314 14M 67K 0.0 0.0 L43 0/0 0.00 KB 0.0 2.5 2.5 0.0 2.5 2.5 0.0 1.0 197.8 195.6 13.01 12.65 4 3.253 22M 202K 0.0 0.0 L44 4/0 844.40 MB 0.0 4.2 4.2 0.0 4.1 4.1 0.0 1.0 188.1 185.1 22.81 21.89 5 4.562 36M 503K 0.0 0.0 L45 13/0 3.12 GB 0.0 7.5 6.5 1.0 7.2 6.2 0.0 1.1 188.7 181.8 40.69 39.32 5 8.138 65M 2282K 0.0 0.0 L46 17/0 4.18 GB 0.0 8.3 7.1 1.2 7.9 6.6 0.0 1.1 192.2 181.8 44.23 43.06 4 11.058 73M 3846K 0.0 0.0 L47 22/0 5.34 GB 0.0 8.9 7.5 1.4 8.2 6.8 0.0 1.1 189.1 174.1 48.12 45.37 3 16.041 78M 6098K 0.0 0.0 L48 27/0 6.58 GB 0.0 9.2 7.6 1.6 8.2 6.6 0.0 1.1 195.2 172.9 48.52 47.11 2 24.262 81M 9217K 0.0 0.0 L49 91/0 22.70 GB 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.00 0.00 0 0.000 0 0 0.0 0.0 Sum 174/0 42.74 GB 0.0 42.3 37.0 5.3 62.4 57.1 0.0 2.8 116.3 171.3 372.66 333.04 135 2.760 372M 22M 0.0 0.0 setup: ./db_bench --benchmarks=fillseq,compactall,waitforcompaction --num=200000000 --compression_type=none --disable_wal=1 --compaction_style=1 --num_levels=50 --target_file_size_base=268435456 --max_compaction_bytes=6710886400 --level0_file_num_compaction_trigger=10 --write_buffer_size=268435456 --seed 1708494134896523 benchmark: ./db_bench --benchmarks=overwrite,waitforcompaction,stats --num=200000000 --compression_type=none --disable_wal=1 --compaction_style=1 --write_buffer_size=268435456 --level0_file_num_compaction_trigger=5 --target_file_size_base=268435456 --use_existing_db=1 --num_levels=50 --writes=200000000 --universal_max_read_amp=-1 --seed=1716488324800233 ``` Reviewed By: ajkr Differential Revision: D55370922 Pulled By: cbi42 fbshipit-source-id: 9be69979126b840d08e93e7059260e76a878bb2a
128 lines
5.1 KiB
C++
128 lines
5.1 KiB
C++
// 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).
|
|
|
|
#pragma once
|
|
|
|
#include <climits>
|
|
#include <cstdint>
|
|
#include <vector>
|
|
|
|
#include "rocksdb/rocksdb_namespace.h"
|
|
|
|
namespace ROCKSDB_NAMESPACE {
|
|
|
|
//
|
|
// Algorithm used to make a compaction request stop picking new files
|
|
// into a single compaction run
|
|
//
|
|
enum CompactionStopStyle {
|
|
kCompactionStopStyleSimilarSize, // pick files of similar size
|
|
kCompactionStopStyleTotalSize // total size of picked files > next file
|
|
};
|
|
|
|
class CompactionOptionsUniversal {
|
|
public:
|
|
// Percentage flexibility while comparing file size. If the candidate file(s)
|
|
// size is 1% smaller than the next file's size, then include next file into
|
|
// this candidate set. // Default: 1
|
|
unsigned int size_ratio;
|
|
|
|
// The minimum number of files in a single compaction run. Default: 2
|
|
unsigned int min_merge_width;
|
|
|
|
// The maximum number of files in a single compaction run. Default: UINT_MAX
|
|
unsigned int max_merge_width;
|
|
|
|
// The size amplification is defined as the amount (in percentage) of
|
|
// additional storage needed to store a single byte of data in the database.
|
|
// For example, a size amplification of 2% means that a database that
|
|
// contains 100 bytes of user-data may occupy up to 102 bytes of
|
|
// physical storage. By this definition, a fully compacted database has
|
|
// a size amplification of 0%. Rocksdb uses the following heuristic
|
|
// to calculate size amplification: it assumes that all files excluding
|
|
// the earliest file contribute to the size amplification.
|
|
// Default: 200, which means that a 100 byte database could require up to
|
|
// 300 bytes of storage.
|
|
unsigned int max_size_amplification_percent;
|
|
|
|
// If this option is set to be -1 (the default value), all the output files
|
|
// will follow compression type specified.
|
|
//
|
|
// If this option is not negative, we will try to make sure compressed
|
|
// size is just above this value. In normal cases, at least this percentage
|
|
// of data will be compressed.
|
|
// When we are compacting to a new file, here is the criteria whether
|
|
// it needs to be compressed: assuming here are the list of files sorted
|
|
// by generation time:
|
|
// A1...An B1...Bm C1...Ct
|
|
// where A1 is the newest and Ct is the oldest, and we are going to compact
|
|
// B1...Bm, we calculate the total size of all the files as total_size, as
|
|
// well as the total size of C1...Ct as total_C, the compaction output file
|
|
// will be compressed iff
|
|
// total_C / total_size < this percentage
|
|
// Default: -1
|
|
int compression_size_percent;
|
|
|
|
// The limit on the number of sorted runs. RocksDB will try to keep
|
|
// the number of sorted runs at most this number. While compactions are
|
|
// running, the number of sorted runs may be temporarily higher than
|
|
// this number.
|
|
//
|
|
// Since universal compaction checks if there is compaction to do when
|
|
// the number of sorted runs is at least level0_file_num_compaction_trigger,
|
|
// it is suggested to set level0_file_num_compaction_trigger to be no larger
|
|
// than max_read_amp.
|
|
//
|
|
// Values:
|
|
// -1: special flag to let RocksDB pick default. Currently,
|
|
// RocksDB will fall back to the behavior before this option is introduced,
|
|
// which is to use level0_file_num_compaction_trigger as the limit.
|
|
// This may change in the future to behave as 0 below.
|
|
// 0: Let RocksDB auto-tune. Currently, we determine the max number of
|
|
// sorted runs based on the current DB size, size_ratio and
|
|
// write_buffer_size. Note that this is only supported for the default
|
|
// stop_style kCompactionStopStyleTotalSize. For
|
|
// kCompactionStopStyleSimilarSize, this behaves as if -1 is configured.
|
|
// N > 0: limit the number of sorted runs to be at most N.
|
|
// N should be at least the compaction trigger specified by
|
|
// level0_file_num_compaction_trigger. If 0 < max_read_amp <
|
|
// level0_file_num_compaction_trigger, Status::NotSupported() will be
|
|
// returned during DB open.
|
|
// N < -1: Status::NotSupported() will be returned during DB open.
|
|
//
|
|
// Default: -1
|
|
int max_read_amp;
|
|
|
|
// The algorithm used to stop picking files into a single compaction run
|
|
// Default: kCompactionStopStyleTotalSize
|
|
CompactionStopStyle stop_style;
|
|
|
|
// Option to optimize the universal multi level compaction by enabling
|
|
// trivial move for non overlapping files.
|
|
// Default: false
|
|
bool allow_trivial_move;
|
|
|
|
// EXPERIMENTAL
|
|
// If true, try to limit compaction size under max_compaction_bytes.
|
|
// This might cause higher write amplification, but can prevent some
|
|
// problem caused by large compactions.
|
|
// Default: false
|
|
bool incremental;
|
|
|
|
// Default set of parameters
|
|
CompactionOptionsUniversal()
|
|
: size_ratio(1),
|
|
min_merge_width(2),
|
|
max_merge_width(UINT_MAX),
|
|
max_size_amplification_percent(200),
|
|
compression_size_percent(-1),
|
|
max_read_amp(-1),
|
|
stop_style(kCompactionStopStyleTotalSize),
|
|
allow_trivial_move(false),
|
|
incremental(false) {}
|
|
};
|
|
|
|
} // namespace ROCKSDB_NAMESPACE
|