0g-chain/cmd/kava/opendb/stats_loader.go
Evgeniy Scherbina 9aefbac0e8
Add metrics for rocksdb bloom filter and lsm tree (#1710)
* Add metrics for rocksdb bloom filter

* Add metrics for rocksdb lsm tree

* Add metrics for rocksdb lsm tree

* Add metrics for rocksdb detailed cache

* Fix tests

* Add help for metrics

* Add help for metrics
2023-09-15 15:48:00 -04:00

285 lines
11 KiB
Go

//go:build rocksdb
// +build rocksdb
package opendb
import (
"fmt"
"strconv"
)
const (
sum = "SUM"
count = "COUNT"
p50 = "P50"
p95 = "P95"
p99 = "P99"
p100 = "P100"
)
type statLoader struct {
// statMap contains map of stat objects returned by parseSerializedStats function
// example of stats:
// #1: rocksdb.block.cache.miss COUNT : 5
// #2: rocksdb.compaction.times.micros P50 : 21112 P95 : 21112 P99 : 21112 P100 : 21112 COUNT : 1 SUM : 21112
// #1 case will be cast into int64
// #2 case will be cast into float64Histogram
statMap map[string]*stat
// NOTE: some methods accumulate errors instead of returning them, these methods are private and not intended to use outside
errors []error
}
func newStatLoader(statMap map[string]*stat) *statLoader {
return &statLoader{
statMap: statMap,
errors: make([]error, 0),
}
}
type stats struct {
NumberKeysWritten int64
NumberKeysRead int64
NumberKeysUpdated int64
// total block cache misses
// BLOCK_CACHE_MISS == BLOCK_CACHE_INDEX_MISS +
// BLOCK_CACHE_FILTER_MISS +
// BLOCK_CACHE_DATA_MISS;
// BLOCK_CACHE_INDEX_MISS: # of times cache miss when accessing index block from block cache.
// BLOCK_CACHE_FILTER_MISS: # of times cache miss when accessing filter block from block cache.
// BLOCK_CACHE_DATA_MISS: # of times cache miss when accessing data block from block cache.
BlockCacheMiss int64
// total block cache hit
// BLOCK_CACHE_HIT == BLOCK_CACHE_INDEX_HIT +
// BLOCK_CACHE_FILTER_HIT +
// BLOCK_CACHE_DATA_HIT;
// BLOCK_CACHE_INDEX_HIT: # of times cache hit when accessing index block from block cache.
// BLOCK_CACHE_FILTER_HIT: # of times cache hit when accessing filter block from block cache.
// BLOCK_CACHE_DATA_HIT: # of times cache hit when accessing data block from block cache.
BlockCacheHit int64
// # of blocks added to block cache.
BlockCacheAdd int64
// # of failures when adding blocks to block cache.
BlockCacheAddFailures int64
BlockCacheIndexMiss int64
BlockCacheIndexHit int64
BlockCacheIndexBytesInsert int64
BlockCacheFilterMiss int64
BlockCacheFilterHit int64
BlockCacheFilterBytesInsert int64
BlockCacheDataMiss int64
BlockCacheDataHit int64
BlockCacheDataBytesInsert int64
CompactReadBytes int64 // Bytes read during compaction
CompactWriteBytes int64 // Bytes written during compaction
CompactionTimesMicros *float64Histogram
CompactionTimesCPUMicros *float64Histogram
NumFilesInSingleCompaction *float64Histogram
// Read amplification statistics.
// Read amplification can be calculated using this formula
// (READ_AMP_TOTAL_READ_BYTES / READ_AMP_ESTIMATE_USEFUL_BYTES)
//
// REQUIRES: ReadOptions::read_amp_bytes_per_bit to be enabled
// TODO(yevhenii): seems not working?
ReadAmpEstimateUsefulBytes int64 // Estimate of total bytes actually used.
ReadAmpTotalReadBytes int64 // Total size of loaded data blocks.
NumberFileOpens int64
NumberFileErrors int64
// # of times bloom filter has avoided file reads, i.e., negatives.
BloomFilterUseful int64
// # of times bloom FullFilter has not avoided the reads.
BloomFilterFullPositive int64
// # of times bloom FullFilter has not avoided the reads and data actually
// exist.
BloomFilterFullTruePositive int64
// # of memtable hits.
MemtableHit int64
// # of memtable misses.
MemtableMiss int64
// # of Get() queries served by L0
GetHitL0 int64
// # of Get() queries served by L1
GetHitL1 int64
// # of Get() queries served by L2 and up
GetHitL2AndUp int64
// The number of uncompressed bytes issued by DB::Put(), DB::Delete(),
// DB::Merge(), and DB::Write().
BytesWritten int64
// The number of uncompressed bytes read from DB::Get(). It could be
// either from memtables, cache, or table files.
// For the number of logical bytes read from DB::MultiGet(),
// please use NUMBER_MULTIGET_BYTES_READ.
BytesRead int64
// Writer has to wait for compaction or flush to finish.
StallMicros int64
DBWriteStallHistogram *float64Histogram
// Last level and non-last level read statistics
LastLevelReadBytes int64
LastLevelReadCount int64
NonLastLevelReadBytes int64
NonLastLevelReadCount int64
DBGetMicros *float64Histogram
DBWriteMicros *float64Histogram
// Value size distribution in each operation
BytesPerRead *float64Histogram
BytesPerWrite *float64Histogram
BytesPerMultiget *float64Histogram
// Time spent flushing memtable to disk
FlushMicros *float64Histogram
}
type float64Histogram struct {
Sum float64
Count float64
P50 float64
P95 float64
P99 float64
P100 float64
}
func (l *statLoader) error() error {
if len(l.errors) != 0 {
return fmt.Errorf("%v", l.errors)
}
return nil
}
func (l *statLoader) load() (*stats, error) {
stats := &stats{
NumberKeysWritten: l.getInt64StatValue("rocksdb.number.keys.written", count),
NumberKeysRead: l.getInt64StatValue("rocksdb.number.keys.read", count),
NumberKeysUpdated: l.getInt64StatValue("rocksdb.number.keys.updated", count),
BlockCacheMiss: l.getInt64StatValue("rocksdb.block.cache.miss", count),
BlockCacheHit: l.getInt64StatValue("rocksdb.block.cache.hit", count),
BlockCacheAdd: l.getInt64StatValue("rocksdb.block.cache.add", count),
BlockCacheAddFailures: l.getInt64StatValue("rocksdb.block.cache.add.failures", count),
BlockCacheIndexMiss: l.getInt64StatValue("rocksdb.block.cache.index.miss", count),
BlockCacheIndexHit: l.getInt64StatValue("rocksdb.block.cache.index.hit", count),
BlockCacheIndexBytesInsert: l.getInt64StatValue("rocksdb.block.cache.index.bytes.insert", count),
BlockCacheFilterMiss: l.getInt64StatValue("rocksdb.block.cache.filter.miss", count),
BlockCacheFilterHit: l.getInt64StatValue("rocksdb.block.cache.filter.hit", count),
BlockCacheFilterBytesInsert: l.getInt64StatValue("rocksdb.block.cache.filter.bytes.insert", count),
BlockCacheDataMiss: l.getInt64StatValue("rocksdb.block.cache.data.miss", count),
BlockCacheDataHit: l.getInt64StatValue("rocksdb.block.cache.data.hit", count),
BlockCacheDataBytesInsert: l.getInt64StatValue("rocksdb.block.cache.data.bytes.insert", count),
CompactReadBytes: l.getInt64StatValue("rocksdb.compact.read.bytes", count),
CompactWriteBytes: l.getInt64StatValue("rocksdb.compact.write.bytes", count),
CompactionTimesMicros: l.getFloat64HistogramStatValue("rocksdb.compaction.times.micros"),
CompactionTimesCPUMicros: l.getFloat64HistogramStatValue("rocksdb.compaction.times.cpu_micros"),
NumFilesInSingleCompaction: l.getFloat64HistogramStatValue("rocksdb.numfiles.in.singlecompaction"),
ReadAmpEstimateUsefulBytes: l.getInt64StatValue("rocksdb.read.amp.estimate.useful.bytes", count),
ReadAmpTotalReadBytes: l.getInt64StatValue("rocksdb.read.amp.total.read.bytes", count),
NumberFileOpens: l.getInt64StatValue("rocksdb.no.file.opens", count),
NumberFileErrors: l.getInt64StatValue("rocksdb.no.file.errors", count),
BloomFilterUseful: l.getInt64StatValue("rocksdb.bloom.filter.useful", count),
BloomFilterFullPositive: l.getInt64StatValue("rocksdb.bloom.filter.full.positive", count),
BloomFilterFullTruePositive: l.getInt64StatValue("rocksdb.bloom.filter.full.true.positive", count),
MemtableHit: l.getInt64StatValue("rocksdb.memtable.hit", count),
MemtableMiss: l.getInt64StatValue("rocksdb.memtable.miss", count),
GetHitL0: l.getInt64StatValue("rocksdb.l0.hit", count),
GetHitL1: l.getInt64StatValue("rocksdb.l1.hit", count),
GetHitL2AndUp: l.getInt64StatValue("rocksdb.l2andup.hit", count),
BytesWritten: l.getInt64StatValue("rocksdb.bytes.written", count),
BytesRead: l.getInt64StatValue("rocksdb.bytes.read", count),
StallMicros: l.getInt64StatValue("rocksdb.stall.micros", count),
DBWriteStallHistogram: l.getFloat64HistogramStatValue("rocksdb.db.write.stall"),
LastLevelReadBytes: l.getInt64StatValue("rocksdb.last.level.read.bytes", count),
LastLevelReadCount: l.getInt64StatValue("rocksdb.last.level.read.count", count),
NonLastLevelReadBytes: l.getInt64StatValue("rocksdb.non.last.level.read.bytes", count),
NonLastLevelReadCount: l.getInt64StatValue("rocksdb.non.last.level.read.count", count),
DBGetMicros: l.getFloat64HistogramStatValue("rocksdb.db.get.micros"),
DBWriteMicros: l.getFloat64HistogramStatValue("rocksdb.db.write.micros"),
BytesPerRead: l.getFloat64HistogramStatValue("rocksdb.bytes.per.read"),
BytesPerWrite: l.getFloat64HistogramStatValue("rocksdb.bytes.per.write"),
BytesPerMultiget: l.getFloat64HistogramStatValue("rocksdb.bytes.per.multiget"),
FlushMicros: l.getFloat64HistogramStatValue("rocksdb.db.flush.micros"),
}
err := l.error()
if err != nil {
return nil, err
}
return stats, nil
}
// getFloat64HistogramStatValue converts stat object into float64Histogram
func (l *statLoader) getFloat64HistogramStatValue(statName string) *float64Histogram {
return &float64Histogram{
Sum: l.getFloat64StatValue(statName, sum),
Count: l.getFloat64StatValue(statName, count),
P50: l.getFloat64StatValue(statName, p50),
P95: l.getFloat64StatValue(statName, p95),
P99: l.getFloat64StatValue(statName, p99),
P100: l.getFloat64StatValue(statName, p100),
}
}
// getInt64StatValue converts property of stat object into int64
func (l *statLoader) getInt64StatValue(statName, propName string) int64 {
stringVal := l.getStatValue(statName, propName)
if stringVal == "" {
l.errors = append(l.errors, fmt.Errorf("can't get stat by name: %v", statName))
return 0
}
intVal, err := strconv.ParseInt(stringVal, 10, 64)
if err != nil {
l.errors = append(l.errors, fmt.Errorf("can't parse int: %v", err))
return 0
}
return intVal
}
// getFloat64StatValue converts property of stat object into float64
func (l *statLoader) getFloat64StatValue(statName, propName string) float64 {
stringVal := l.getStatValue(statName, propName)
if stringVal == "" {
l.errors = append(l.errors, fmt.Errorf("can't get stat by name: %v", statName))
return 0
}
floatVal, err := strconv.ParseFloat(stringVal, 64)
if err != nil {
l.errors = append(l.errors, fmt.Errorf("can't parse float: %v", err))
return 0
}
return floatVal
}
// getStatValue gets property of stat object
func (l *statLoader) getStatValue(statName, propName string) string {
stat, ok := l.statMap[statName]
if !ok {
l.errors = append(l.errors, fmt.Errorf("stat %v doesn't exist", statName))
return ""
}
prop, ok := stat.props[propName]
if !ok {
l.errors = append(l.errors, fmt.Errorf("stat %v doesn't have %v property", statName, propName))
return ""
}
return prop
}