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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
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@ -36,6 +36,19 @@ type Metrics struct {
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BlockCacheAdd metrics.Gauge
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BlockCacheAddFailures metrics.Gauge
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// Detailed Cache
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BlockCacheIndexMiss metrics.Gauge
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BlockCacheIndexHit metrics.Gauge
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BlockCacheIndexBytesInsert metrics.Gauge
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BlockCacheFilterMiss metrics.Gauge
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BlockCacheFilterHit metrics.Gauge
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BlockCacheFilterBytesInsert metrics.Gauge
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BlockCacheDataMiss metrics.Gauge
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BlockCacheDataHit metrics.Gauge
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BlockCacheDataBytesInsert metrics.Gauge
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// Latency
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DBGetMicrosP50 metrics.Gauge
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DBGetMicrosP95 metrics.Gauge
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@ -58,6 +71,21 @@ type Metrics struct {
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DBWriteStallP100 metrics.Gauge
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DBWriteStallCount metrics.Gauge
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DBWriteStallSum metrics.Gauge
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// Bloom Filter
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BloomFilterUseful metrics.Gauge
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BloomFilterFullPositive metrics.Gauge
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BloomFilterFullTruePositive metrics.Gauge
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// LSM Tree Stats
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LastLevelReadBytes metrics.Gauge
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LastLevelReadCount metrics.Gauge
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NonLastLevelReadBytes metrics.Gauge
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NonLastLevelReadCount metrics.Gauge
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GetHitL0 metrics.Gauge
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GetHitL1 metrics.Gauge
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GetHitL2AndUp metrics.Gauge
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}
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// registerMetrics registers metrics in prometheus and initializes rocksdbMetrics variable
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@ -161,6 +189,64 @@ func registerMetrics() {
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Help: "number of failures when adding blocks to block cache",
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}, labels),
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// Detailed Cache
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BlockCacheIndexMiss: prometheus.NewGaugeFrom(stdprometheus.GaugeOpts{
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Namespace: "rocksdb",
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Subsystem: "detailed_cache",
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Name: "block_cache_index_miss",
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Help: "",
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}, labels),
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BlockCacheIndexHit: prometheus.NewGaugeFrom(stdprometheus.GaugeOpts{
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Namespace: "rocksdb",
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Subsystem: "detailed_cache",
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Name: "block_cache_index_hit",
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Help: "",
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}, labels),
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BlockCacheIndexBytesInsert: prometheus.NewGaugeFrom(stdprometheus.GaugeOpts{
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Namespace: "rocksdb",
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Subsystem: "detailed_cache",
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Name: "block_cache_index_bytes_insert",
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Help: "",
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}, labels),
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BlockCacheFilterMiss: prometheus.NewGaugeFrom(stdprometheus.GaugeOpts{
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Namespace: "rocksdb",
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Subsystem: "detailed_cache",
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Name: "block_cache_filter_miss",
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Help: "",
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}, labels),
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BlockCacheFilterHit: prometheus.NewGaugeFrom(stdprometheus.GaugeOpts{
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Namespace: "rocksdb",
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Subsystem: "detailed_cache",
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Name: "block_cache_filter_hit",
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Help: "",
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}, labels),
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BlockCacheFilterBytesInsert: prometheus.NewGaugeFrom(stdprometheus.GaugeOpts{
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Namespace: "rocksdb",
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Subsystem: "detailed_cache",
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Name: "block_cache_filter_bytes_insert",
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Help: "",
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}, labels),
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BlockCacheDataMiss: prometheus.NewGaugeFrom(stdprometheus.GaugeOpts{
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Namespace: "rocksdb",
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Subsystem: "detailed_cache",
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Name: "block_cache_data_miss",
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Help: "",
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}, labels),
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BlockCacheDataHit: prometheus.NewGaugeFrom(stdprometheus.GaugeOpts{
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Namespace: "rocksdb",
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Subsystem: "detailed_cache",
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Name: "block_cache_data_hit",
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Help: "",
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}, labels),
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BlockCacheDataBytesInsert: prometheus.NewGaugeFrom(stdprometheus.GaugeOpts{
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Namespace: "rocksdb",
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Subsystem: "detailed_cache",
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Name: "block_cache_data_bytes_insert",
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Help: "",
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}, labels),
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// Latency
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DBGetMicrosP50: prometheus.NewGaugeFrom(stdprometheus.GaugeOpts{
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Namespace: "rocksdb",
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@ -229,7 +315,7 @@ func registerMetrics() {
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Namespace: "rocksdb",
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Subsystem: "stall",
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Name: "stall_micros",
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Help: "",
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Help: "Writer has to wait for compaction or flush to finish.",
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}, labels),
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DBWriteStallP50: prometheus.NewGaugeFrom(stdprometheus.GaugeOpts{
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@ -268,6 +354,71 @@ func registerMetrics() {
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Name: "db_write_stall_sum",
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Help: "",
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}, labels),
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// Bloom Filter
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BloomFilterUseful: prometheus.NewGaugeFrom(stdprometheus.GaugeOpts{
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Namespace: "rocksdb",
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Subsystem: "filter",
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Name: "bloom_filter_useful",
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Help: "number of times bloom filter has avoided file reads, i.e., negatives.",
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}, labels),
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BloomFilterFullPositive: prometheus.NewGaugeFrom(stdprometheus.GaugeOpts{
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Namespace: "rocksdb",
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Subsystem: "filter",
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Name: "bloom_filter_full_positive",
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Help: "number of times bloom FullFilter has not avoided the reads.",
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}, labels),
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BloomFilterFullTruePositive: prometheus.NewGaugeFrom(stdprometheus.GaugeOpts{
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Namespace: "rocksdb",
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Subsystem: "filter",
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Name: "bloom_filter_full_true_positive",
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Help: "number of times bloom FullFilter has not avoided the reads and data actually exist.",
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}, labels),
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// LSM Tree Stats
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LastLevelReadBytes: prometheus.NewGaugeFrom(stdprometheus.GaugeOpts{
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Namespace: "rocksdb",
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Subsystem: "lsm",
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Name: "last_level_read_bytes",
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Help: "",
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}, labels),
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LastLevelReadCount: prometheus.NewGaugeFrom(stdprometheus.GaugeOpts{
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Namespace: "rocksdb",
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Subsystem: "lsm",
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Name: "last_level_read_count",
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Help: "",
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}, labels),
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NonLastLevelReadBytes: prometheus.NewGaugeFrom(stdprometheus.GaugeOpts{
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Namespace: "rocksdb",
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Subsystem: "lsm",
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Name: "non_last_level_read_bytes",
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Help: "",
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}, labels),
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NonLastLevelReadCount: prometheus.NewGaugeFrom(stdprometheus.GaugeOpts{
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Namespace: "rocksdb",
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Subsystem: "lsm",
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Name: "non_last_level_read_count",
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Help: "",
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}, labels),
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GetHitL0: prometheus.NewGaugeFrom(stdprometheus.GaugeOpts{
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Namespace: "rocksdb",
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Subsystem: "lsm",
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Name: "get_hit_l0",
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Help: "number of Get() queries served by L0",
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}, labels),
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GetHitL1: prometheus.NewGaugeFrom(stdprometheus.GaugeOpts{
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Namespace: "rocksdb",
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Subsystem: "lsm",
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Name: "get_hit_l1",
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Help: "number of Get() queries served by L1",
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}, labels),
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GetHitL2AndUp: prometheus.NewGaugeFrom(stdprometheus.GaugeOpts{
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Namespace: "rocksdb",
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Subsystem: "lsm",
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Name: "get_hit_l2_and_up",
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Help: "number of Get() queries served by L2 and up",
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}, labels),
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}
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}
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@ -295,6 +446,19 @@ func (m *Metrics) report(props *properties, stats *stats) {
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m.BlockCacheAdd.Set(float64(stats.BlockCacheAdd))
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m.BlockCacheAddFailures.Set(float64(stats.BlockCacheAddFailures))
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// Detailed Cache
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m.BlockCacheIndexMiss.Set(float64(stats.BlockCacheIndexMiss))
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m.BlockCacheIndexHit.Set(float64(stats.BlockCacheIndexHit))
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m.BlockCacheIndexBytesInsert.Set(float64(stats.BlockCacheIndexBytesInsert))
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m.BlockCacheFilterMiss.Set(float64(stats.BlockCacheFilterMiss))
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m.BlockCacheFilterHit.Set(float64(stats.BlockCacheFilterHit))
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m.BlockCacheFilterBytesInsert.Set(float64(stats.BlockCacheFilterBytesInsert))
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m.BlockCacheDataMiss.Set(float64(stats.BlockCacheDataMiss))
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m.BlockCacheDataHit.Set(float64(stats.BlockCacheDataHit))
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m.BlockCacheDataBytesInsert.Set(float64(stats.BlockCacheDataBytesInsert))
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// Latency
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m.DBGetMicrosP50.Set(stats.DBGetMicros.P50)
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m.DBGetMicrosP95.Set(stats.DBGetMicros.P95)
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@ -317,4 +481,19 @@ func (m *Metrics) report(props *properties, stats *stats) {
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m.DBWriteStallP100.Set(stats.DBWriteStallHistogram.P100)
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m.DBWriteStallCount.Set(stats.DBWriteStallHistogram.Count)
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m.DBWriteStallSum.Set(stats.DBWriteStallHistogram.Sum)
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// Bloom Filter
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m.BloomFilterUseful.Set(float64(stats.BloomFilterUseful))
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m.BloomFilterFullPositive.Set(float64(stats.BloomFilterFullPositive))
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m.BloomFilterFullTruePositive.Set(float64(stats.BloomFilterFullTruePositive))
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// LSM Tree Stats
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m.LastLevelReadBytes.Set(float64(stats.LastLevelReadBytes))
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m.LastLevelReadCount.Set(float64(stats.LastLevelReadCount))
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m.NonLastLevelReadBytes.Set(float64(stats.NonLastLevelReadBytes))
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m.NonLastLevelReadCount.Set(float64(stats.NonLastLevelReadCount))
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m.GetHitL0.Set(float64(stats.GetHitL0))
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m.GetHitL1.Set(float64(stats.GetHitL1))
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m.GetHitL2AndUp.Set(float64(stats.GetHitL2AndUp))
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}
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@ -65,6 +65,16 @@ type stats struct {
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// # of failures when adding blocks to block cache.
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BlockCacheAddFailures int64
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BlockCacheIndexMiss int64
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BlockCacheIndexHit int64
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BlockCacheIndexBytesInsert int64
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BlockCacheFilterMiss int64
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BlockCacheFilterHit int64
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BlockCacheFilterBytesInsert int64
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BlockCacheDataMiss int64
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BlockCacheDataHit int64
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BlockCacheDataBytesInsert int64
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CompactReadBytes int64 // Bytes read during compaction
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CompactWriteBytes int64 // Bytes written during compaction
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@ -161,6 +171,15 @@ func (l *statLoader) load() (*stats, error) {
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BlockCacheHit: l.getInt64StatValue("rocksdb.block.cache.hit", count),
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BlockCacheAdd: l.getInt64StatValue("rocksdb.block.cache.add", count),
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BlockCacheAddFailures: l.getInt64StatValue("rocksdb.block.cache.add.failures", count),
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BlockCacheIndexMiss: l.getInt64StatValue("rocksdb.block.cache.index.miss", count),
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BlockCacheIndexHit: l.getInt64StatValue("rocksdb.block.cache.index.hit", count),
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BlockCacheIndexBytesInsert: l.getInt64StatValue("rocksdb.block.cache.index.bytes.insert", count),
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BlockCacheFilterMiss: l.getInt64StatValue("rocksdb.block.cache.filter.miss", count),
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BlockCacheFilterHit: l.getInt64StatValue("rocksdb.block.cache.filter.hit", count),
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BlockCacheFilterBytesInsert: l.getInt64StatValue("rocksdb.block.cache.filter.bytes.insert", count),
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BlockCacheDataMiss: l.getInt64StatValue("rocksdb.block.cache.data.miss", count),
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BlockCacheDataHit: l.getInt64StatValue("rocksdb.block.cache.data.hit", count),
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BlockCacheDataBytesInsert: l.getInt64StatValue("rocksdb.block.cache.data.bytes.insert", count),
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CompactReadBytes: l.getInt64StatValue("rocksdb.compact.read.bytes", count),
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CompactWriteBytes: l.getInt64StatValue("rocksdb.compact.write.bytes", count),
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CompactionTimesMicros: l.getFloat64HistogramStatValue("rocksdb.compaction.times.micros"),
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@ -33,6 +33,15 @@ func TestStatsLoader(t *testing.T) {
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"rocksdb.block.cache.hit": &defaultStat,
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"rocksdb.block.cache.add": &defaultStat,
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"rocksdb.block.cache.add.failures": &defaultStat,
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"rocksdb.block.cache.index.miss": &defaultStat,
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"rocksdb.block.cache.index.hit": &defaultStat,
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"rocksdb.block.cache.index.bytes.insert": &defaultStat,
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"rocksdb.block.cache.filter.miss": &defaultStat,
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"rocksdb.block.cache.filter.hit": &defaultStat,
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"rocksdb.block.cache.filter.bytes.insert": &defaultStat,
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"rocksdb.block.cache.data.miss": &defaultStat,
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"rocksdb.block.cache.data.hit": &defaultStat,
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"rocksdb.block.cache.data.bytes.insert": &defaultStat,
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"rocksdb.compact.read.bytes": &defaultStat,
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"rocksdb.compact.write.bytes": &defaultStat,
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"rocksdb.compaction.times.micros": &defaultHistogramStat,
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