2018-07-24 20:42:19 +02:00
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// Copyright (c) 2011-present, Facebook, Inc. All rights reserved.
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// This source code is licensed under both the GPLv2 (found in the
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// COPYING file in the root directory) and Apache 2.0 License
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// (found in the LICENSE.Apache file in the root directory).
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#include <cstdlib>
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#include <string>
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#include <unordered_map>
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Use only "local" range tombstones during Get (#4449)
Summary:
Previously, range tombstones were accumulated from every level, which
was necessary if a range tombstone in a higher level covered a key in a lower
level. However, RangeDelAggregator::AddTombstones's complexity is based on
the number of tombstones that are currently stored in it, which is wasteful in
the Get case, where we only need to know the highest sequence number of range
tombstones that cover the key from higher levels, and compute the highest covering
sequence number at the current level. This change introduces this optimization, and
removes the use of RangeDelAggregator from the Get path.
In the benchmark results, the following command was used to initialize the database:
```
./db_bench -db=/dev/shm/5k-rts -use_existing_db=false -benchmarks=filluniquerandom -write_buffer_size=1048576 -compression_type=lz4 -target_file_size_base=1048576 -max_bytes_for_level_base=4194304 -value_size=112 -key_size=16 -block_size=4096 -level_compaction_dynamic_level_bytes=true -num=5000000 -max_background_jobs=12 -benchmark_write_rate_limit=20971520 -range_tombstone_width=100 -writes_per_range_tombstone=100 -max_num_range_tombstones=50000 -bloom_bits=8
```
...and the following command was used to measure read throughput:
```
./db_bench -db=/dev/shm/5k-rts/ -use_existing_db=true -benchmarks=readrandom -disable_auto_compactions=true -num=5000000 -reads=100000 -threads=32
```
The filluniquerandom command was only run once, and the resulting database was used
to measure read performance before and after the PR. Both binaries were compiled with
`DEBUG_LEVEL=0`.
Readrandom results before PR:
```
readrandom : 4.544 micros/op 220090 ops/sec; 16.9 MB/s (63103 of 100000 found)
```
Readrandom results after PR:
```
readrandom : 11.147 micros/op 89707 ops/sec; 6.9 MB/s (63103 of 100000 found)
```
So it's actually slower right now, but this PR paves the way for future optimizations (see #4493).
----
Pull Request resolved: https://github.com/facebook/rocksdb/pull/4449
Differential Revision: D10370575
Pulled By: abhimadan
fbshipit-source-id: 9a2e152be1ef36969055c0e9eb4beb0d96c11f4d
2018-10-24 21:29:29 +02:00
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#include "db/table_properties_collector.h"
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2018-07-24 20:42:19 +02:00
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#include "rocksdb/slice.h"
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2019-05-30 23:47:29 +02:00
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#include "table/block_based/block.h"
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#include "table/block_based/block_based_table_reader.h"
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#include "table/block_based/block_builder.h"
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#include "table/block_based/data_block_hash_index.h"
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2018-08-15 23:27:47 +02:00
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#include "table/get_context.h"
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Use only "local" range tombstones during Get (#4449)
Summary:
Previously, range tombstones were accumulated from every level, which
was necessary if a range tombstone in a higher level covered a key in a lower
level. However, RangeDelAggregator::AddTombstones's complexity is based on
the number of tombstones that are currently stored in it, which is wasteful in
the Get case, where we only need to know the highest sequence number of range
tombstones that cover the key from higher levels, and compute the highest covering
sequence number at the current level. This change introduces this optimization, and
removes the use of RangeDelAggregator from the Get path.
In the benchmark results, the following command was used to initialize the database:
```
./db_bench -db=/dev/shm/5k-rts -use_existing_db=false -benchmarks=filluniquerandom -write_buffer_size=1048576 -compression_type=lz4 -target_file_size_base=1048576 -max_bytes_for_level_base=4194304 -value_size=112 -key_size=16 -block_size=4096 -level_compaction_dynamic_level_bytes=true -num=5000000 -max_background_jobs=12 -benchmark_write_rate_limit=20971520 -range_tombstone_width=100 -writes_per_range_tombstone=100 -max_num_range_tombstones=50000 -bloom_bits=8
```
...and the following command was used to measure read throughput:
```
./db_bench -db=/dev/shm/5k-rts/ -use_existing_db=true -benchmarks=readrandom -disable_auto_compactions=true -num=5000000 -reads=100000 -threads=32
```
The filluniquerandom command was only run once, and the resulting database was used
to measure read performance before and after the PR. Both binaries were compiled with
`DEBUG_LEVEL=0`.
Readrandom results before PR:
```
readrandom : 4.544 micros/op 220090 ops/sec; 16.9 MB/s (63103 of 100000 found)
```
Readrandom results after PR:
```
readrandom : 11.147 micros/op 89707 ops/sec; 6.9 MB/s (63103 of 100000 found)
```
So it's actually slower right now, but this PR paves the way for future optimizations (see #4493).
----
Pull Request resolved: https://github.com/facebook/rocksdb/pull/4449
Differential Revision: D10370575
Pulled By: abhimadan
fbshipit-source-id: 9a2e152be1ef36969055c0e9eb4beb0d96c11f4d
2018-10-24 21:29:29 +02:00
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#include "table/table_builder.h"
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2019-05-30 20:21:38 +02:00
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#include "test_util/testharness.h"
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#include "test_util/testutil.h"
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2018-07-24 20:42:19 +02:00
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namespace rocksdb {
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2018-08-15 23:27:47 +02:00
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bool SearchForOffset(DataBlockHashIndex& index, const char* data,
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uint16_t map_offset, const Slice& key,
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uint8_t& restart_point) {
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uint8_t entry = index.Lookup(data, map_offset, key);
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if (entry == kCollision) {
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return true;
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}
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if (entry == kNoEntry) {
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return false;
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}
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return entry == restart_point;
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}
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// Random KV generator similer to block_test
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static std::string RandomString(Random* rnd, int len) {
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std::string r;
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test::RandomString(rnd, len, &r);
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return r;
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}
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std::string GenerateKey(int primary_key, int secondary_key, int padding_size,
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2018-08-17 03:29:13 +02:00
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Random* rnd) {
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2018-08-15 23:27:47 +02:00
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char buf[50];
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2018-08-17 03:29:13 +02:00
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char* p = &buf[0];
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2018-08-15 23:27:47 +02:00
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snprintf(buf, sizeof(buf), "%6d%4d", primary_key, secondary_key);
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std::string k(p);
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if (padding_size) {
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k += RandomString(rnd, padding_size);
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}
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return k;
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}
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// Generate random key value pairs.
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// The generated key will be sorted. You can tune the parameters to generated
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// different kinds of test key/value pairs for different scenario.
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2018-08-17 03:29:13 +02:00
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void GenerateRandomKVs(std::vector<std::string>* keys,
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std::vector<std::string>* values, const int from,
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2018-08-15 23:27:47 +02:00
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const int len, const int step = 1,
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const int padding_size = 0,
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const int keys_share_prefix = 1) {
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Random rnd(302);
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// generate different prefix
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for (int i = from; i < from + len; i += step) {
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// generating keys that shares the prefix
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for (int j = 0; j < keys_share_prefix; ++j) {
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keys->emplace_back(GenerateKey(i, j, padding_size, &rnd));
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// 100 bytes values
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values->emplace_back(RandomString(&rnd, 100));
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2018-07-24 20:42:19 +02:00
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}
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}
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}
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TEST(DataBlockHashIndex, DataBlockHashTestSmall) {
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2018-08-15 23:27:47 +02:00
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DataBlockHashIndexBuilder builder;
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builder.Initialize(0.75 /*util_ratio*/);
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for (int j = 0; j < 5; j++) {
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for (uint8_t i = 0; i < 2 + j; i++) {
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std::string key("key" + std::to_string(i));
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uint8_t restart_point = i;
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builder.Add(key, restart_point);
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}
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2018-07-24 20:42:19 +02:00
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2018-08-15 23:27:47 +02:00
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size_t estimated_size = builder.EstimateSize();
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2018-07-24 20:42:19 +02:00
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2018-08-15 23:27:47 +02:00
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std::string buffer("fake"), buffer2;
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size_t original_size = buffer.size();
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estimated_size += original_size;
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builder.Finish(buffer);
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2018-07-24 20:42:19 +02:00
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2018-08-15 23:27:47 +02:00
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ASSERT_EQ(buffer.size(), estimated_size);
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2018-07-24 20:42:19 +02:00
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2018-08-17 03:29:13 +02:00
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buffer2 = buffer; // test for the correctness of relative offset
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2018-07-24 20:42:19 +02:00
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2018-08-15 23:27:47 +02:00
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Slice s(buffer2);
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DataBlockHashIndex index;
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uint16_t map_offset;
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index.Initialize(s.data(), static_cast<uint16_t>(s.size()), &map_offset);
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2018-07-24 20:42:19 +02:00
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2018-08-15 23:27:47 +02:00
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// the additional hash map should start at the end of the buffer
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ASSERT_EQ(original_size, map_offset);
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for (uint8_t i = 0; i < 2; i++) {
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std::string key("key" + std::to_string(i));
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uint8_t restart_point = i;
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ASSERT_TRUE(
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SearchForOffset(index, s.data(), map_offset, key, restart_point));
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}
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builder.Reset();
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2018-07-24 20:42:19 +02:00
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}
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}
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TEST(DataBlockHashIndex, DataBlockHashTest) {
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// bucket_num = 200, #keys = 100. 50% utilization
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2018-08-15 23:27:47 +02:00
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DataBlockHashIndexBuilder builder;
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builder.Initialize(0.75 /*util_ratio*/);
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2018-07-24 20:42:19 +02:00
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2018-08-15 23:27:47 +02:00
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for (uint8_t i = 0; i < 100; i++) {
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2018-07-24 20:42:19 +02:00
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std::string key("key" + std::to_string(i));
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2018-08-15 23:27:47 +02:00
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uint8_t restart_point = i;
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2018-07-24 20:42:19 +02:00
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builder.Add(key, restart_point);
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}
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size_t estimated_size = builder.EstimateSize();
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std::string buffer("fake content"), buffer2;
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size_t original_size = buffer.size();
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estimated_size += original_size;
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builder.Finish(buffer);
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ASSERT_EQ(buffer.size(), estimated_size);
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buffer2 = buffer; // test for the correctness of relative offset
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Slice s(buffer2);
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2018-08-15 23:27:47 +02:00
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DataBlockHashIndex index;
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uint16_t map_offset;
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index.Initialize(s.data(), static_cast<uint16_t>(s.size()), &map_offset);
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2018-07-24 20:42:19 +02:00
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// the additional hash map should start at the end of the buffer
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2018-08-15 23:27:47 +02:00
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ASSERT_EQ(original_size, map_offset);
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for (uint8_t i = 0; i < 100; i++) {
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2018-07-24 20:42:19 +02:00
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std::string key("key" + std::to_string(i));
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2018-08-15 23:27:47 +02:00
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uint8_t restart_point = i;
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ASSERT_TRUE(
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SearchForOffset(index, s.data(), map_offset, key, restart_point));
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2018-07-24 20:42:19 +02:00
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}
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}
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TEST(DataBlockHashIndex, DataBlockHashTestCollision) {
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// bucket_num = 2. There will be intense hash collisions
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2018-08-15 23:27:47 +02:00
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DataBlockHashIndexBuilder builder;
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builder.Initialize(0.75 /*util_ratio*/);
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2018-07-24 20:42:19 +02:00
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2018-08-15 23:27:47 +02:00
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for (uint8_t i = 0; i < 100; i++) {
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2018-07-24 20:42:19 +02:00
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std::string key("key" + std::to_string(i));
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2018-08-15 23:27:47 +02:00
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uint8_t restart_point = i;
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2018-07-24 20:42:19 +02:00
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builder.Add(key, restart_point);
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}
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size_t estimated_size = builder.EstimateSize();
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std::string buffer("some other fake content to take up space"), buffer2;
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size_t original_size = buffer.size();
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estimated_size += original_size;
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builder.Finish(buffer);
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ASSERT_EQ(buffer.size(), estimated_size);
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buffer2 = buffer; // test for the correctness of relative offset
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Slice s(buffer2);
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2018-08-15 23:27:47 +02:00
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DataBlockHashIndex index;
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uint16_t map_offset;
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index.Initialize(s.data(), static_cast<uint16_t>(s.size()), &map_offset);
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2018-07-24 20:42:19 +02:00
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// the additional hash map should start at the end of the buffer
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2018-08-15 23:27:47 +02:00
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ASSERT_EQ(original_size, map_offset);
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for (uint8_t i = 0; i < 100; i++) {
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2018-07-24 20:42:19 +02:00
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std::string key("key" + std::to_string(i));
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2018-08-15 23:27:47 +02:00
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uint8_t restart_point = i;
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ASSERT_TRUE(
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SearchForOffset(index, s.data(), map_offset, key, restart_point));
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2018-07-24 20:42:19 +02:00
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}
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}
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TEST(DataBlockHashIndex, DataBlockHashTestLarge) {
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2018-08-15 23:27:47 +02:00
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DataBlockHashIndexBuilder builder;
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builder.Initialize(0.75 /*util_ratio*/);
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std::unordered_map<std::string, uint8_t> m;
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2018-07-24 20:42:19 +02:00
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2018-08-15 23:27:47 +02:00
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for (uint8_t i = 0; i < 100; i++) {
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2018-07-24 20:42:19 +02:00
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if (i % 2) {
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continue; // leave half of the keys out
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}
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std::string key = "key" + std::to_string(i);
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2018-08-15 23:27:47 +02:00
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uint8_t restart_point = i;
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2018-07-24 20:42:19 +02:00
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builder.Add(key, restart_point);
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m[key] = restart_point;
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}
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size_t estimated_size = builder.EstimateSize();
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std::string buffer("filling stuff"), buffer2;
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size_t original_size = buffer.size();
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estimated_size += original_size;
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builder.Finish(buffer);
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ASSERT_EQ(buffer.size(), estimated_size);
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buffer2 = buffer; // test for the correctness of relative offset
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Slice s(buffer2);
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2018-08-15 23:27:47 +02:00
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DataBlockHashIndex index;
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uint16_t map_offset;
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index.Initialize(s.data(), static_cast<uint16_t>(s.size()), &map_offset);
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2018-07-24 20:42:19 +02:00
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// the additional hash map should start at the end of the buffer
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2018-08-15 23:27:47 +02:00
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ASSERT_EQ(original_size, map_offset);
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for (uint8_t i = 0; i < 100; i++) {
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2018-07-24 20:42:19 +02:00
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std::string key = "key" + std::to_string(i);
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2018-08-15 23:27:47 +02:00
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uint8_t restart_point = i;
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2018-07-24 20:42:19 +02:00
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if (m.count(key)) {
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ASSERT_TRUE(m[key] == restart_point);
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2018-08-15 23:27:47 +02:00
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ASSERT_TRUE(
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SearchForOffset(index, s.data(), map_offset, key, restart_point));
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2018-07-24 20:42:19 +02:00
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} else {
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// we allow false positve, so don't test the nonexisting keys.
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// when false positive happens, the search will continue to the
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// restart intervals to see if the key really exist.
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}
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}
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}
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2018-08-15 23:27:47 +02:00
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TEST(DataBlockHashIndex, RestartIndexExceedMax) {
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DataBlockHashIndexBuilder builder;
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builder.Initialize(0.75 /*util_ratio*/);
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std::unordered_map<std::string, uint8_t> m;
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for (uint8_t i = 0; i <= 253; i++) {
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std::string key = "key" + std::to_string(i);
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uint8_t restart_point = i;
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builder.Add(key, restart_point);
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}
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ASSERT_TRUE(builder.Valid());
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builder.Reset();
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for (uint8_t i = 0; i <= 254; i++) {
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std::string key = "key" + std::to_string(i);
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uint8_t restart_point = i;
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|
|
builder.Add(key, restart_point);
|
|
|
|
}
|
|
|
|
|
|
|
|
ASSERT_FALSE(builder.Valid());
|
|
|
|
|
|
|
|
builder.Reset();
|
|
|
|
ASSERT_TRUE(builder.Valid());
|
|
|
|
}
|
|
|
|
|
|
|
|
TEST(DataBlockHashIndex, BlockRestartIndexExceedMax) {
|
|
|
|
Options options = Options();
|
|
|
|
|
|
|
|
BlockBuilder builder(1 /* block_restart_interval */,
|
|
|
|
true /* use_delta_encoding */,
|
|
|
|
false /* use_value_delta_encoding */,
|
|
|
|
BlockBasedTableOptions::kDataBlockBinaryAndHash);
|
|
|
|
|
|
|
|
// #restarts <= 253. HashIndex is valid
|
|
|
|
for (int i = 0; i <= 253; i++) {
|
|
|
|
std::string ukey = "key" + std::to_string(i);
|
|
|
|
InternalKey ikey(ukey, 0, kTypeValue);
|
|
|
|
builder.Add(ikey.Encode().ToString(), "value");
|
|
|
|
}
|
|
|
|
|
|
|
|
{
|
|
|
|
// read serialized contents of the block
|
|
|
|
Slice rawblock = builder.Finish();
|
|
|
|
|
|
|
|
// create block reader
|
|
|
|
BlockContents contents;
|
|
|
|
contents.data = rawblock;
|
|
|
|
Block reader(std::move(contents), kDisableGlobalSequenceNumber);
|
|
|
|
|
|
|
|
ASSERT_EQ(reader.IndexType(),
|
|
|
|
BlockBasedTableOptions::kDataBlockBinaryAndHash);
|
|
|
|
}
|
|
|
|
|
|
|
|
builder.Reset();
|
|
|
|
|
|
|
|
// #restarts > 253. HashIndex is not used
|
|
|
|
for (int i = 0; i <= 254; i++) {
|
|
|
|
std::string ukey = "key" + std::to_string(i);
|
|
|
|
InternalKey ikey(ukey, 0, kTypeValue);
|
|
|
|
builder.Add(ikey.Encode().ToString(), "value");
|
|
|
|
}
|
|
|
|
|
|
|
|
{
|
|
|
|
// read serialized contents of the block
|
|
|
|
Slice rawblock = builder.Finish();
|
|
|
|
|
|
|
|
// create block reader
|
|
|
|
BlockContents contents;
|
|
|
|
contents.data = rawblock;
|
|
|
|
Block reader(std::move(contents), kDisableGlobalSequenceNumber);
|
|
|
|
|
|
|
|
ASSERT_EQ(reader.IndexType(),
|
|
|
|
BlockBasedTableOptions::kDataBlockBinarySearch);
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
TEST(DataBlockHashIndex, BlockSizeExceedMax) {
|
|
|
|
Options options = Options();
|
|
|
|
std::string ukey(10, 'k');
|
|
|
|
InternalKey ikey(ukey, 0, kTypeValue);
|
|
|
|
|
|
|
|
BlockBuilder builder(1 /* block_restart_interval */,
|
|
|
|
false /* use_delta_encoding */,
|
|
|
|
false /* use_value_delta_encoding */,
|
|
|
|
BlockBasedTableOptions::kDataBlockBinaryAndHash);
|
|
|
|
|
|
|
|
{
|
|
|
|
// insert a large value. The block size plus HashIndex is 65536.
|
|
|
|
std::string value(65502, 'v');
|
|
|
|
|
|
|
|
builder.Add(ikey.Encode().ToString(), value);
|
|
|
|
|
|
|
|
// read serialized contents of the block
|
|
|
|
Slice rawblock = builder.Finish();
|
|
|
|
ASSERT_LE(rawblock.size(), kMaxBlockSizeSupportedByHashIndex);
|
|
|
|
std::cerr << "block size: " << rawblock.size() << std::endl;
|
|
|
|
|
|
|
|
// create block reader
|
|
|
|
BlockContents contents;
|
|
|
|
contents.data = rawblock;
|
|
|
|
Block reader(std::move(contents), kDisableGlobalSequenceNumber);
|
|
|
|
|
|
|
|
ASSERT_EQ(reader.IndexType(),
|
2018-08-17 03:29:13 +02:00
|
|
|
BlockBasedTableOptions::kDataBlockBinaryAndHash);
|
2018-08-15 23:27:47 +02:00
|
|
|
}
|
|
|
|
|
|
|
|
builder.Reset();
|
|
|
|
|
|
|
|
{
|
|
|
|
// insert a large value. The block size plus HashIndex would be 65537.
|
|
|
|
// This excceed the max block size supported by HashIndex (65536).
|
|
|
|
// So when build finishes HashIndex will not be created for the block.
|
|
|
|
std::string value(65503, 'v');
|
|
|
|
|
|
|
|
builder.Add(ikey.Encode().ToString(), value);
|
|
|
|
|
|
|
|
// read serialized contents of the block
|
|
|
|
Slice rawblock = builder.Finish();
|
|
|
|
ASSERT_LE(rawblock.size(), kMaxBlockSizeSupportedByHashIndex);
|
|
|
|
std::cerr << "block size: " << rawblock.size() << std::endl;
|
|
|
|
|
|
|
|
// create block reader
|
|
|
|
BlockContents contents;
|
|
|
|
contents.data = rawblock;
|
|
|
|
Block reader(std::move(contents), kDisableGlobalSequenceNumber);
|
|
|
|
|
|
|
|
// the index type have fallen back to binary when build finish.
|
|
|
|
ASSERT_EQ(reader.IndexType(),
|
|
|
|
BlockBasedTableOptions::kDataBlockBinarySearch);
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
TEST(DataBlockHashIndex, BlockTestSingleKey) {
|
|
|
|
Options options = Options();
|
|
|
|
|
|
|
|
BlockBuilder builder(16 /* block_restart_interval */,
|
|
|
|
true /* use_delta_encoding */,
|
|
|
|
false /* use_value_delta_encoding */,
|
|
|
|
BlockBasedTableOptions::kDataBlockBinaryAndHash);
|
|
|
|
|
|
|
|
std::string ukey("gopher");
|
|
|
|
std::string value("gold");
|
|
|
|
InternalKey ikey(ukey, 10, kTypeValue);
|
|
|
|
builder.Add(ikey.Encode().ToString(), value /*value*/);
|
|
|
|
|
|
|
|
// read serialized contents of the block
|
|
|
|
Slice rawblock = builder.Finish();
|
|
|
|
|
|
|
|
// create block reader
|
|
|
|
BlockContents contents;
|
|
|
|
contents.data = rawblock;
|
|
|
|
Block reader(std::move(contents), kDisableGlobalSequenceNumber);
|
|
|
|
|
|
|
|
const InternalKeyComparator icmp(BytewiseComparator());
|
Add an option to put first key of each sst block in the index (#5289)
Summary:
The first key is used to defer reading the data block until this file gets to the top of merging iterator's heap. For short range scans, most files never make it to the top of the heap, so this change can reduce read amplification by a lot sometimes.
Consider the following workload. There are a few data streams (we'll be calling them "logs"), each stream consisting of a sequence of blobs (we'll be calling them "records"). Each record is identified by log ID and a sequence number within the log. RocksDB key is concatenation of log ID and sequence number (big endian). Reads are mostly relatively short range scans, each within a single log. Writes are mostly sequential for each log, but writes to different logs are randomly interleaved. Compactions are disabled; instead, when we accumulate a few tens of sst files, we create a new column family and start writing to it.
So, a typical sst file consists of a few ranges of blocks, each range corresponding to one log ID (we use FlushBlockPolicy to cut blocks at log boundaries). A typical read would go like this. First, iterator Seek() reads one block from each sst file. Then a series of Next()s move through one sst file (since writes to each log are mostly sequential) until the subiterator reaches the end of this log in this sst file; then Next() switches to the next sst file and reads sequentially from that, and so on. Often a range scan will only return records from a small number of blocks in small number of sst files; in this case, the cost of initial Seek() reading one block from each file may be bigger than the cost of reading the actually useful blocks.
Neither iterate_upper_bound nor bloom filters can prevent reading one block from each file in Seek(). But this PR can: if the index contains first key from each block, we don't have to read the block until this block actually makes it to the top of merging iterator's heap, so for short range scans we won't read any blocks from most of the sst files.
This PR does the deferred block loading inside value() call. This is not ideal: there's no good way to report an IO error from inside value(). As discussed with siying offline, it would probably be better to change InternalIterator's interface to explicitly fetch deferred value and get status. I'll do it in a separate PR.
Pull Request resolved: https://github.com/facebook/rocksdb/pull/5289
Differential Revision: D15256423
Pulled By: al13n321
fbshipit-source-id: 750e4c39ce88e8d41662f701cf6275d9388ba46a
2019-06-25 05:50:35 +02:00
|
|
|
auto iter = reader.NewDataIterator(&icmp, icmp.user_comparator());
|
2018-08-15 23:27:47 +02:00
|
|
|
bool may_exist;
|
|
|
|
// search in block for the key just inserted
|
|
|
|
{
|
|
|
|
InternalKey seek_ikey(ukey, 10, kValueTypeForSeek);
|
|
|
|
may_exist = iter->SeekForGet(seek_ikey.Encode().ToString());
|
|
|
|
ASSERT_TRUE(may_exist);
|
|
|
|
ASSERT_TRUE(iter->Valid());
|
2018-08-17 03:29:13 +02:00
|
|
|
ASSERT_EQ(
|
|
|
|
options.comparator->Compare(iter->key(), ikey.Encode().ToString()), 0);
|
2018-08-15 23:27:47 +02:00
|
|
|
ASSERT_EQ(iter->value(), value);
|
|
|
|
}
|
|
|
|
|
|
|
|
// search in block for the existing ukey, but with higher seqno
|
|
|
|
{
|
|
|
|
InternalKey seek_ikey(ukey, 20, kValueTypeForSeek);
|
|
|
|
|
|
|
|
// HashIndex should be able to set the iter correctly
|
|
|
|
may_exist = iter->SeekForGet(seek_ikey.Encode().ToString());
|
|
|
|
ASSERT_TRUE(may_exist);
|
|
|
|
ASSERT_TRUE(iter->Valid());
|
|
|
|
|
|
|
|
// user key should match
|
2018-08-17 03:29:13 +02:00
|
|
|
ASSERT_EQ(options.comparator->Compare(ExtractUserKey(iter->key()), ukey),
|
|
|
|
0);
|
2018-08-15 23:27:47 +02:00
|
|
|
|
|
|
|
// seek_key seqno number should be greater than that of iter result
|
|
|
|
ASSERT_GT(GetInternalKeySeqno(seek_ikey.Encode()),
|
|
|
|
GetInternalKeySeqno(iter->key()));
|
|
|
|
|
|
|
|
ASSERT_EQ(iter->value(), value);
|
|
|
|
}
|
|
|
|
|
|
|
|
// Search in block for the existing ukey, but with lower seqno
|
|
|
|
// in this case, hash can find the only occurrence of the user_key, but
|
|
|
|
// ParseNextDataKey() will skip it as it does not have a older seqno.
|
|
|
|
// In this case, GetForSeek() is effective to locate the user_key, and
|
|
|
|
// iter->Valid() == false indicates that we've reached to the end of
|
|
|
|
// the block and the caller should continue searching the next block.
|
|
|
|
{
|
|
|
|
InternalKey seek_ikey(ukey, 5, kValueTypeForSeek);
|
|
|
|
may_exist = iter->SeekForGet(seek_ikey.Encode().ToString());
|
|
|
|
ASSERT_TRUE(may_exist);
|
|
|
|
ASSERT_FALSE(iter->Valid()); // should have reached to the end of block
|
|
|
|
}
|
|
|
|
|
|
|
|
delete iter;
|
|
|
|
}
|
|
|
|
|
|
|
|
TEST(DataBlockHashIndex, BlockTestLarge) {
|
|
|
|
Random rnd(1019);
|
|
|
|
Options options = Options();
|
|
|
|
std::vector<std::string> keys;
|
|
|
|
std::vector<std::string> values;
|
|
|
|
|
|
|
|
BlockBuilder builder(16 /* block_restart_interval */,
|
|
|
|
true /* use_delta_encoding */,
|
|
|
|
false /* use_value_delta_encoding */,
|
|
|
|
BlockBasedTableOptions::kDataBlockBinaryAndHash);
|
|
|
|
int num_records = 500;
|
|
|
|
|
|
|
|
GenerateRandomKVs(&keys, &values, 0, num_records);
|
|
|
|
|
|
|
|
// Generate keys. Adding a trailing "1" to indicate existent keys.
|
|
|
|
// Later will Seeking for keys with a trailing "0" to test seeking
|
|
|
|
// non-existent keys.
|
|
|
|
for (int i = 0; i < num_records; i++) {
|
|
|
|
std::string ukey(keys[i] + "1" /* existing key marker */);
|
|
|
|
InternalKey ikey(ukey, 0, kTypeValue);
|
|
|
|
builder.Add(ikey.Encode().ToString(), values[i]);
|
|
|
|
}
|
|
|
|
|
|
|
|
// read serialized contents of the block
|
|
|
|
Slice rawblock = builder.Finish();
|
|
|
|
|
|
|
|
// create block reader
|
|
|
|
BlockContents contents;
|
|
|
|
contents.data = rawblock;
|
|
|
|
Block reader(std::move(contents), kDisableGlobalSequenceNumber);
|
|
|
|
const InternalKeyComparator icmp(BytewiseComparator());
|
|
|
|
|
|
|
|
// random seek existent keys
|
|
|
|
for (int i = 0; i < num_records; i++) {
|
Add an option to put first key of each sst block in the index (#5289)
Summary:
The first key is used to defer reading the data block until this file gets to the top of merging iterator's heap. For short range scans, most files never make it to the top of the heap, so this change can reduce read amplification by a lot sometimes.
Consider the following workload. There are a few data streams (we'll be calling them "logs"), each stream consisting of a sequence of blobs (we'll be calling them "records"). Each record is identified by log ID and a sequence number within the log. RocksDB key is concatenation of log ID and sequence number (big endian). Reads are mostly relatively short range scans, each within a single log. Writes are mostly sequential for each log, but writes to different logs are randomly interleaved. Compactions are disabled; instead, when we accumulate a few tens of sst files, we create a new column family and start writing to it.
So, a typical sst file consists of a few ranges of blocks, each range corresponding to one log ID (we use FlushBlockPolicy to cut blocks at log boundaries). A typical read would go like this. First, iterator Seek() reads one block from each sst file. Then a series of Next()s move through one sst file (since writes to each log are mostly sequential) until the subiterator reaches the end of this log in this sst file; then Next() switches to the next sst file and reads sequentially from that, and so on. Often a range scan will only return records from a small number of blocks in small number of sst files; in this case, the cost of initial Seek() reading one block from each file may be bigger than the cost of reading the actually useful blocks.
Neither iterate_upper_bound nor bloom filters can prevent reading one block from each file in Seek(). But this PR can: if the index contains first key from each block, we don't have to read the block until this block actually makes it to the top of merging iterator's heap, so for short range scans we won't read any blocks from most of the sst files.
This PR does the deferred block loading inside value() call. This is not ideal: there's no good way to report an IO error from inside value(). As discussed with siying offline, it would probably be better to change InternalIterator's interface to explicitly fetch deferred value and get status. I'll do it in a separate PR.
Pull Request resolved: https://github.com/facebook/rocksdb/pull/5289
Differential Revision: D15256423
Pulled By: al13n321
fbshipit-source-id: 750e4c39ce88e8d41662f701cf6275d9388ba46a
2019-06-25 05:50:35 +02:00
|
|
|
auto iter = reader.NewDataIterator(&icmp, icmp.user_comparator());
|
2018-08-15 23:27:47 +02:00
|
|
|
// find a random key in the lookaside array
|
|
|
|
int index = rnd.Uniform(num_records);
|
|
|
|
std::string ukey(keys[index] + "1" /* existing key marker */);
|
|
|
|
InternalKey ikey(ukey, 0, kTypeValue);
|
|
|
|
|
|
|
|
// search in block for this key
|
|
|
|
bool may_exist = iter->SeekForGet(ikey.Encode().ToString());
|
|
|
|
ASSERT_TRUE(may_exist);
|
|
|
|
ASSERT_TRUE(iter->Valid());
|
|
|
|
ASSERT_EQ(values[index], iter->value());
|
|
|
|
|
|
|
|
delete iter;
|
|
|
|
}
|
|
|
|
|
|
|
|
// random seek non-existent user keys
|
|
|
|
// In this case A), the user_key cannot be found in HashIndex. The key may
|
|
|
|
// exist in the next block. So the iter is set invalidated to tell the
|
|
|
|
// caller to search the next block. This test case belongs to this case A).
|
|
|
|
//
|
|
|
|
// Note that for non-existent keys, there is possibility of false positive,
|
|
|
|
// i.e. the key is still hashed into some restart interval.
|
|
|
|
// Two additional possible outcome:
|
|
|
|
// B) linear seek the restart interval and not found, the iter stops at the
|
|
|
|
// starting of the next restart interval. The key does not exist
|
|
|
|
// anywhere.
|
|
|
|
// C) linear seek the restart interval and not found, the iter stops at the
|
|
|
|
// the end of the block, i.e. restarts_. The key may exist in the next
|
|
|
|
// block.
|
|
|
|
// So these combinations are possible when searching non-existent user_key:
|
|
|
|
//
|
|
|
|
// case# may_exist iter->Valid()
|
|
|
|
// A true false
|
|
|
|
// B false true
|
|
|
|
// C true false
|
|
|
|
|
|
|
|
for (int i = 0; i < num_records; i++) {
|
Add an option to put first key of each sst block in the index (#5289)
Summary:
The first key is used to defer reading the data block until this file gets to the top of merging iterator's heap. For short range scans, most files never make it to the top of the heap, so this change can reduce read amplification by a lot sometimes.
Consider the following workload. There are a few data streams (we'll be calling them "logs"), each stream consisting of a sequence of blobs (we'll be calling them "records"). Each record is identified by log ID and a sequence number within the log. RocksDB key is concatenation of log ID and sequence number (big endian). Reads are mostly relatively short range scans, each within a single log. Writes are mostly sequential for each log, but writes to different logs are randomly interleaved. Compactions are disabled; instead, when we accumulate a few tens of sst files, we create a new column family and start writing to it.
So, a typical sst file consists of a few ranges of blocks, each range corresponding to one log ID (we use FlushBlockPolicy to cut blocks at log boundaries). A typical read would go like this. First, iterator Seek() reads one block from each sst file. Then a series of Next()s move through one sst file (since writes to each log are mostly sequential) until the subiterator reaches the end of this log in this sst file; then Next() switches to the next sst file and reads sequentially from that, and so on. Often a range scan will only return records from a small number of blocks in small number of sst files; in this case, the cost of initial Seek() reading one block from each file may be bigger than the cost of reading the actually useful blocks.
Neither iterate_upper_bound nor bloom filters can prevent reading one block from each file in Seek(). But this PR can: if the index contains first key from each block, we don't have to read the block until this block actually makes it to the top of merging iterator's heap, so for short range scans we won't read any blocks from most of the sst files.
This PR does the deferred block loading inside value() call. This is not ideal: there's no good way to report an IO error from inside value(). As discussed with siying offline, it would probably be better to change InternalIterator's interface to explicitly fetch deferred value and get status. I'll do it in a separate PR.
Pull Request resolved: https://github.com/facebook/rocksdb/pull/5289
Differential Revision: D15256423
Pulled By: al13n321
fbshipit-source-id: 750e4c39ce88e8d41662f701cf6275d9388ba46a
2019-06-25 05:50:35 +02:00
|
|
|
auto iter = reader.NewDataIterator(&icmp, icmp.user_comparator());
|
2018-08-15 23:27:47 +02:00
|
|
|
// find a random key in the lookaside array
|
|
|
|
int index = rnd.Uniform(num_records);
|
|
|
|
std::string ukey(keys[index] + "0" /* non-existing key marker */);
|
|
|
|
InternalKey ikey(ukey, 0, kTypeValue);
|
|
|
|
|
|
|
|
// search in block for this key
|
|
|
|
bool may_exist = iter->SeekForGet(ikey.Encode().ToString());
|
|
|
|
if (!may_exist) {
|
|
|
|
ASSERT_TRUE(iter->Valid());
|
|
|
|
}
|
|
|
|
if (!iter->Valid()) {
|
|
|
|
ASSERT_TRUE(may_exist);
|
|
|
|
}
|
|
|
|
|
|
|
|
delete iter;
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
// helper routine for DataBlockHashIndex.BlockBoundary
|
|
|
|
void TestBoundary(InternalKey& ik1, std::string& v1, InternalKey& ik2,
|
|
|
|
std::string& v2, InternalKey& seek_ikey,
|
|
|
|
GetContext& get_context, Options& options) {
|
2018-11-09 20:17:34 +01:00
|
|
|
std::unique_ptr<WritableFileWriter> file_writer;
|
|
|
|
std::unique_ptr<RandomAccessFileReader> file_reader;
|
|
|
|
std::unique_ptr<TableReader> table_reader;
|
2018-08-15 23:27:47 +02:00
|
|
|
int level_ = -1;
|
|
|
|
|
|
|
|
std::vector<std::string> keys;
|
|
|
|
const ImmutableCFOptions ioptions(options);
|
|
|
|
const MutableCFOptions moptions(options);
|
|
|
|
const InternalKeyComparator internal_comparator(options.comparator);
|
|
|
|
|
|
|
|
EnvOptions soptions;
|
|
|
|
|
|
|
|
soptions.use_mmap_reads = ioptions.allow_mmap_reads;
|
2018-08-23 19:04:10 +02:00
|
|
|
file_writer.reset(
|
|
|
|
test::GetWritableFileWriter(new test::StringSink(), "" /* don't care */));
|
2018-11-09 20:17:34 +01:00
|
|
|
std::unique_ptr<TableBuilder> builder;
|
2018-08-15 23:27:47 +02:00
|
|
|
std::vector<std::unique_ptr<IntTblPropCollectorFactory>>
|
|
|
|
int_tbl_prop_collector_factories;
|
|
|
|
std::string column_family_name;
|
|
|
|
builder.reset(ioptions.table_factory->NewTableBuilder(
|
|
|
|
TableBuilderOptions(ioptions, moptions, internal_comparator,
|
|
|
|
&int_tbl_prop_collector_factories,
|
2019-03-18 20:07:35 +01:00
|
|
|
options.compression, options.sample_for_compression,
|
|
|
|
CompressionOptions(), false /* skip_filters */,
|
|
|
|
column_family_name, level_),
|
2018-08-15 23:27:47 +02:00
|
|
|
TablePropertiesCollectorFactory::Context::kUnknownColumnFamily,
|
|
|
|
file_writer.get()));
|
|
|
|
|
|
|
|
builder->Add(ik1.Encode().ToString(), v1);
|
|
|
|
builder->Add(ik2.Encode().ToString(), v2);
|
|
|
|
EXPECT_TRUE(builder->status().ok());
|
|
|
|
|
|
|
|
Status s = builder->Finish();
|
|
|
|
file_writer->Flush();
|
|
|
|
EXPECT_TRUE(s.ok()) << s.ToString();
|
|
|
|
|
|
|
|
EXPECT_EQ(static_cast<test::StringSink*>(file_writer->writable_file())
|
|
|
|
->contents()
|
|
|
|
.size(),
|
|
|
|
builder->FileSize());
|
|
|
|
|
|
|
|
// Open the table
|
|
|
|
file_reader.reset(test::GetRandomAccessFileReader(new test::StringSource(
|
|
|
|
static_cast<test::StringSink*>(file_writer->writable_file())->contents(),
|
|
|
|
0 /*uniq_id*/, ioptions.allow_mmap_reads)));
|
|
|
|
const bool kSkipFilters = true;
|
|
|
|
const bool kImmortal = true;
|
|
|
|
ioptions.table_factory->NewTableReader(
|
|
|
|
TableReaderOptions(ioptions, moptions.prefix_extractor.get(), soptions,
|
|
|
|
internal_comparator, !kSkipFilters, !kImmortal,
|
|
|
|
level_),
|
|
|
|
std::move(file_reader),
|
|
|
|
static_cast<test::StringSink*>(file_writer->writable_file())
|
|
|
|
->contents()
|
|
|
|
.size(),
|
|
|
|
&table_reader);
|
|
|
|
// Search using Get()
|
|
|
|
ReadOptions ro;
|
|
|
|
|
|
|
|
ASSERT_OK(table_reader->Get(ro, seek_ikey.Encode().ToString(), &get_context,
|
2018-08-17 03:29:13 +02:00
|
|
|
moptions.prefix_extractor.get()));
|
2018-08-15 23:27:47 +02:00
|
|
|
}
|
|
|
|
|
|
|
|
TEST(DataBlockHashIndex, BlockBoundary) {
|
|
|
|
BlockBasedTableOptions table_options;
|
|
|
|
table_options.data_block_index_type =
|
|
|
|
BlockBasedTableOptions::kDataBlockBinaryAndHash;
|
|
|
|
table_options.block_restart_interval = 1;
|
|
|
|
table_options.block_size = 4096;
|
|
|
|
|
|
|
|
Options options;
|
|
|
|
options.comparator = BytewiseComparator();
|
|
|
|
|
|
|
|
options.table_factory.reset(NewBlockBasedTableFactory(table_options));
|
|
|
|
|
|
|
|
// insert two large k/v pair. Given that the block_size is 4096, one k/v
|
|
|
|
// pair will take up one block.
|
|
|
|
// [ k1/v1 ][ k2/v2 ]
|
|
|
|
// [ Block N ][ Block N+1 ]
|
|
|
|
|
|
|
|
{
|
|
|
|
// [ "aab"@100 ][ "axy"@10 ]
|
|
|
|
// | Block N ][ Block N+1 ]
|
|
|
|
// seek for "axy"@60
|
|
|
|
std::string uk1("aab");
|
|
|
|
InternalKey ik1(uk1, 100, kTypeValue);
|
|
|
|
std::string v1(4100, '1'); // large value
|
|
|
|
|
|
|
|
std::string uk2("axy");
|
|
|
|
InternalKey ik2(uk2, 10, kTypeValue);
|
|
|
|
std::string v2(4100, '2'); // large value
|
|
|
|
|
|
|
|
PinnableSlice value;
|
|
|
|
std::string seek_ukey("axy");
|
|
|
|
InternalKey seek_ikey(seek_ukey, 60, kTypeValue);
|
|
|
|
GetContext get_context(options.comparator, nullptr, nullptr, nullptr,
|
|
|
|
GetContext::kNotFound, seek_ukey, &value, nullptr,
|
|
|
|
nullptr, nullptr, nullptr);
|
|
|
|
|
|
|
|
TestBoundary(ik1, v1, ik2, v2, seek_ikey, get_context, options);
|
|
|
|
ASSERT_EQ(get_context.State(), GetContext::kFound);
|
|
|
|
ASSERT_EQ(value, v2);
|
|
|
|
value.Reset();
|
|
|
|
}
|
|
|
|
|
|
|
|
{
|
|
|
|
// [ "axy"@100 ][ "axy"@10 ]
|
|
|
|
// | Block N ][ Block N+1 ]
|
|
|
|
// seek for "axy"@60
|
|
|
|
std::string uk1("axy");
|
|
|
|
InternalKey ik1(uk1, 100, kTypeValue);
|
|
|
|
std::string v1(4100, '1'); // large value
|
|
|
|
|
|
|
|
std::string uk2("axy");
|
|
|
|
InternalKey ik2(uk2, 10, kTypeValue);
|
|
|
|
std::string v2(4100, '2'); // large value
|
|
|
|
|
|
|
|
PinnableSlice value;
|
|
|
|
std::string seek_ukey("axy");
|
|
|
|
InternalKey seek_ikey(seek_ukey, 60, kTypeValue);
|
|
|
|
GetContext get_context(options.comparator, nullptr, nullptr, nullptr,
|
|
|
|
GetContext::kNotFound, seek_ukey, &value, nullptr,
|
|
|
|
nullptr, nullptr, nullptr);
|
|
|
|
|
|
|
|
TestBoundary(ik1, v1, ik2, v2, seek_ikey, get_context, options);
|
|
|
|
ASSERT_EQ(get_context.State(), GetContext::kFound);
|
|
|
|
ASSERT_EQ(value, v2);
|
|
|
|
value.Reset();
|
|
|
|
}
|
|
|
|
|
|
|
|
{
|
|
|
|
// [ "axy"@100 ][ "axy"@10 ]
|
|
|
|
// | Block N ][ Block N+1 ]
|
|
|
|
// seek for "axy"@120
|
|
|
|
std::string uk1("axy");
|
|
|
|
InternalKey ik1(uk1, 100, kTypeValue);
|
|
|
|
std::string v1(4100, '1'); // large value
|
|
|
|
|
|
|
|
std::string uk2("axy");
|
|
|
|
InternalKey ik2(uk2, 10, kTypeValue);
|
|
|
|
std::string v2(4100, '2'); // large value
|
|
|
|
|
|
|
|
PinnableSlice value;
|
|
|
|
std::string seek_ukey("axy");
|
|
|
|
InternalKey seek_ikey(seek_ukey, 120, kTypeValue);
|
|
|
|
GetContext get_context(options.comparator, nullptr, nullptr, nullptr,
|
|
|
|
GetContext::kNotFound, seek_ukey, &value, nullptr,
|
|
|
|
nullptr, nullptr, nullptr);
|
|
|
|
|
|
|
|
TestBoundary(ik1, v1, ik2, v2, seek_ikey, get_context, options);
|
|
|
|
ASSERT_EQ(get_context.State(), GetContext::kFound);
|
|
|
|
ASSERT_EQ(value, v1);
|
|
|
|
value.Reset();
|
|
|
|
}
|
|
|
|
|
|
|
|
{
|
|
|
|
// [ "axy"@100 ][ "axy"@10 ]
|
|
|
|
// | Block N ][ Block N+1 ]
|
|
|
|
// seek for "axy"@5
|
|
|
|
std::string uk1("axy");
|
|
|
|
InternalKey ik1(uk1, 100, kTypeValue);
|
|
|
|
std::string v1(4100, '1'); // large value
|
|
|
|
|
|
|
|
std::string uk2("axy");
|
|
|
|
InternalKey ik2(uk2, 10, kTypeValue);
|
|
|
|
std::string v2(4100, '2'); // large value
|
|
|
|
|
|
|
|
PinnableSlice value;
|
|
|
|
std::string seek_ukey("axy");
|
|
|
|
InternalKey seek_ikey(seek_ukey, 5, kTypeValue);
|
|
|
|
GetContext get_context(options.comparator, nullptr, nullptr, nullptr,
|
|
|
|
GetContext::kNotFound, seek_ukey, &value, nullptr,
|
|
|
|
nullptr, nullptr, nullptr);
|
|
|
|
|
|
|
|
TestBoundary(ik1, v1, ik2, v2, seek_ikey, get_context, options);
|
|
|
|
ASSERT_EQ(get_context.State(), GetContext::kNotFound);
|
|
|
|
value.Reset();
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
2018-07-24 20:42:19 +02:00
|
|
|
} // namespace rocksdb
|
|
|
|
|
|
|
|
int main(int argc, char** argv) {
|
|
|
|
::testing::InitGoogleTest(&argc, argv);
|
|
|
|
return RUN_ALL_TESTS();
|
|
|
|
}
|