rocksdb/include/rocksdb/universal_compaction.h
Changyu Bi fecb10c2fa Improve universal compaction sorted-run trigger (#12477)
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
2024-05-24 10:10:31 -07:00

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