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lib/mergeset: add sparse indexdb cache (#7269)
Related issue: https://github.com/VictoriaMetrics/VictoriaMetrics/issues/7182 - add a separate index cache for searches which might read through large amounts of random entries. Primary use-case for this is retention and downsampling filters, when applying filters background merge needs to fetch large amount of random entries which pollutes an index cache. Using different caches allows to reduce effect on memory usage and cache efficiency of the main cache while still having high cache hit rate. A separate cache size is 5% of allowed memory. - reduce size of indexdb/dataBlocks cache in order to free memory for new sparse cache. Reduced size by 5% and moved this to a separate cache. - add a separate metricName search which does not cache metric names - this is needed in order to allow disabling metric name caching when applying downsampling/retention filters. Applying filters during background merge accesses random entries, this fills up cache and does not provide an actual improvement due to random access nature. Merge performance and memory usage stats before and after the change: - before ![image](https://github.com/user-attachments/assets/485fffbb-c225-47ae-b5c5-bc8a7c57b36e) - after ![image](https://github.com/user-attachments/assets/f4ba3440-7c1c-4ec1-bc54-4d2ab431eef5) --------- Signed-off-by: Zakhar Bessarab <z.bessarab@victoriametrics.com>
This commit is contained in:
parent
5fecb77f69
commit
837d0d136d
@ -67,6 +67,8 @@ var (
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"See https://docs.victoriametrics.com/single-server-victoriametrics/#cache-tuning")
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cacheSizeIndexDBDataBlocks = flagutil.NewBytes("storage.cacheSizeIndexDBDataBlocks", 0, "Overrides max size for indexdb/dataBlocks cache. "+
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"See https://docs.victoriametrics.com/single-server-victoriametrics/#cache-tuning")
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cacheSizeIndexDBDataBlocksSparse = flagutil.NewBytes("storage.cacheSizeIndexDBDataBlocksSparse", 0, "Overrides max size for indexdb/dataBlocksSparse cache. "+
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"See https://docs.victoriametrics.com/single-server-victoriametrics/#cache-tuning")
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cacheSizeIndexDBTagFilters = flagutil.NewBytes("storage.cacheSizeIndexDBTagFilters", 0, "Overrides max size for indexdb/tagFiltersToMetricIDs cache. "+
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"See https://docs.victoriametrics.com/single-server-victoriametrics/#cache-tuning")
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)
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@ -100,6 +102,7 @@ func Init(resetCacheIfNeeded func(mrs []storage.MetricRow)) {
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storage.SetTagFiltersCacheSize(cacheSizeIndexDBTagFilters.IntN())
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mergeset.SetIndexBlocksCacheSize(cacheSizeIndexDBIndexBlocks.IntN())
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mergeset.SetDataBlocksCacheSize(cacheSizeIndexDBDataBlocks.IntN())
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mergeset.SetDataBlocksSparseCacheSize(cacheSizeIndexDBDataBlocksSparse.IntN())
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if retentionPeriod.Duration() < 24*time.Hour {
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logger.Fatalf("-retentionPeriod cannot be smaller than a day; got %s", retentionPeriod)
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@ -581,6 +584,7 @@ func writeStorageMetrics(w io.Writer, strg *storage.Storage) {
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metrics.WriteGaugeUint64(w, `vm_cache_entries{type="storage/next_day_metric_ids"}`, m.NextDayMetricIDCacheSize)
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metrics.WriteGaugeUint64(w, `vm_cache_entries{type="storage/indexBlocks"}`, tm.IndexBlocksCacheSize)
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metrics.WriteGaugeUint64(w, `vm_cache_entries{type="indexdb/dataBlocks"}`, idbm.DataBlocksCacheSize)
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metrics.WriteGaugeUint64(w, `vm_cache_entries{type="indexdb/dataBlocksSparse"}`, idbm.DataBlocksSparseCacheSize)
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metrics.WriteGaugeUint64(w, `vm_cache_entries{type="indexdb/indexBlocks"}`, idbm.IndexBlocksCacheSize)
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metrics.WriteGaugeUint64(w, `vm_cache_entries{type="indexdb/tagFiltersToMetricIDs"}`, idbm.TagFiltersToMetricIDsCacheSize)
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metrics.WriteGaugeUint64(w, `vm_cache_entries{type="storage/regexps"}`, uint64(storage.RegexpCacheSize()))
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@ -592,6 +596,7 @@ func writeStorageMetrics(w io.Writer, strg *storage.Storage) {
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metrics.WriteGaugeUint64(w, `vm_cache_size_bytes{type="storage/metricName"}`, m.MetricNameCacheSizeBytes)
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metrics.WriteGaugeUint64(w, `vm_cache_size_bytes{type="storage/indexBlocks"}`, tm.IndexBlocksCacheSizeBytes)
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metrics.WriteGaugeUint64(w, `vm_cache_size_bytes{type="indexdb/dataBlocks"}`, idbm.DataBlocksCacheSizeBytes)
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metrics.WriteGaugeUint64(w, `vm_cache_size_bytes{type="indexdb/dataBlocksSparse"}`, idbm.DataBlocksSparseCacheSizeBytes)
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metrics.WriteGaugeUint64(w, `vm_cache_size_bytes{type="indexdb/indexBlocks"}`, idbm.IndexBlocksCacheSizeBytes)
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metrics.WriteGaugeUint64(w, `vm_cache_size_bytes{type="storage/date_metricID"}`, m.DateMetricIDCacheSizeBytes)
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metrics.WriteGaugeUint64(w, `vm_cache_size_bytes{type="storage/hour_metric_ids"}`, m.HourMetricIDCacheSizeBytes)
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@ -606,6 +611,7 @@ func writeStorageMetrics(w io.Writer, strg *storage.Storage) {
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metrics.WriteGaugeUint64(w, `vm_cache_size_max_bytes{type="storage/metricName"}`, m.MetricNameCacheSizeMaxBytes)
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metrics.WriteGaugeUint64(w, `vm_cache_size_max_bytes{type="storage/indexBlocks"}`, tm.IndexBlocksCacheSizeMaxBytes)
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metrics.WriteGaugeUint64(w, `vm_cache_size_max_bytes{type="indexdb/dataBlocks"}`, idbm.DataBlocksCacheSizeMaxBytes)
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metrics.WriteGaugeUint64(w, `vm_cache_size_max_bytes{type="indexdb/dataBlocksSparse"}`, idbm.DataBlocksSparseCacheSizeMaxBytes)
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metrics.WriteGaugeUint64(w, `vm_cache_size_max_bytes{type="indexdb/indexBlocks"}`, idbm.IndexBlocksCacheSizeMaxBytes)
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metrics.WriteGaugeUint64(w, `vm_cache_size_max_bytes{type="indexdb/tagFiltersToMetricIDs"}`, idbm.TagFiltersToMetricIDsCacheSizeMaxBytes)
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metrics.WriteGaugeUint64(w, `vm_cache_size_max_bytes{type="storage/regexps"}`, uint64(storage.RegexpCacheMaxSizeBytes()))
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@ -616,6 +622,7 @@ func writeStorageMetrics(w io.Writer, strg *storage.Storage) {
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metrics.WriteCounterUint64(w, `vm_cache_requests_total{type="storage/metricName"}`, m.MetricNameCacheRequests)
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metrics.WriteCounterUint64(w, `vm_cache_requests_total{type="storage/indexBlocks"}`, tm.IndexBlocksCacheRequests)
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metrics.WriteCounterUint64(w, `vm_cache_requests_total{type="indexdb/dataBlocks"}`, idbm.DataBlocksCacheRequests)
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metrics.WriteCounterUint64(w, `vm_cache_requests_total{type="indexdb/dataBlocksSparse"}`, idbm.DataBlocksSparseCacheRequests)
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metrics.WriteCounterUint64(w, `vm_cache_requests_total{type="indexdb/indexBlocks"}`, idbm.IndexBlocksCacheRequests)
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metrics.WriteCounterUint64(w, `vm_cache_requests_total{type="indexdb/tagFiltersToMetricIDs"}`, idbm.TagFiltersToMetricIDsCacheRequests)
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metrics.WriteCounterUint64(w, `vm_cache_requests_total{type="storage/regexps"}`, storage.RegexpCacheRequests())
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@ -626,6 +633,7 @@ func writeStorageMetrics(w io.Writer, strg *storage.Storage) {
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metrics.WriteCounterUint64(w, `vm_cache_misses_total{type="storage/metricName"}`, m.MetricNameCacheMisses)
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metrics.WriteCounterUint64(w, `vm_cache_misses_total{type="storage/indexBlocks"}`, tm.IndexBlocksCacheMisses)
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metrics.WriteCounterUint64(w, `vm_cache_misses_total{type="indexdb/dataBlocks"}`, idbm.DataBlocksCacheMisses)
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metrics.WriteCounterUint64(w, `vm_cache_misses_total{type="indexdb/dataBlocksSparse"}`, idbm.DataBlocksSparseCacheMisses)
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metrics.WriteCounterUint64(w, `vm_cache_misses_total{type="indexdb/indexBlocks"}`, idbm.IndexBlocksCacheMisses)
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metrics.WriteCounterUint64(w, `vm_cache_misses_total{type="indexdb/tagFiltersToMetricIDs"}`, idbm.TagFiltersToMetricIDsCacheMisses)
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metrics.WriteCounterUint64(w, `vm_cache_misses_total{type="storage/regexps"}`, storage.RegexpCacheMisses())
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@ -1910,6 +1910,9 @@ Below is the output for `/path/to/vmstorage -help`:
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-storage.cacheSizeIndexDBDataBlocks size
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Overrides max size for indexdb/dataBlocks cache. See https://docs.victoriametrics.com/single-server-victoriametrics/#cache-tuning
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Supports the following optional suffixes for size values: KB, MB, GB, TB, KiB, MiB, GiB, TiB (default 0)
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-storage.cacheSizeIndexDBDataBlocksSparse size
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Overrides max size for indexdb/dataBlocksSparse cache. See https://docs.victoriametrics.com/single-server-victoriametrics/#cache-tuning
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Supports the following optional suffixes for size values: KB, MB, GB, TB, KiB, MiB, GiB, TiB (default 0)
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-storage.cacheSizeIndexDBIndexBlocks size
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Overrides max size for indexdb/indexBlocks cache. See https://docs.victoriametrics.com/single-server-victoriametrics/#cache-tuning
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Supports the following optional suffixes for size values: KB, MB, GB, TB, KiB, MiB, GiB, TiB (default 0)
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@ -3258,6 +3258,9 @@ Pass `-help` to VictoriaMetrics in order to see the list of supported command-li
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-storage.cacheSizeIndexDBDataBlocks size
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Overrides max size for indexdb/dataBlocks cache. See https://docs.victoriametrics.com/single-server-victoriametrics/#cache-tuning
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Supports the following optional suffixes for size values: KB, MB, GB, TB, KiB, MiB, GiB, TiB (default 0)
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-storage.cacheSizeIndexDBDataBlocksSparse size
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Overrides max size for indexdb/dataBlocksSparse cache. See https://docs.victoriametrics.com/single-server-victoriametrics/#cache-tuning
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Supports the following optional suffixes for size values: KB, MB, GB, TB, KiB, MiB, GiB, TiB (default 0)
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-storage.cacheSizeIndexDBIndexBlocks size
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Overrides max size for indexdb/indexBlocks cache. See https://docs.victoriametrics.com/single-server-victoriametrics/#cache-tuning
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Supports the following optional suffixes for size values: KB, MB, GB, TB, KiB, MiB, GiB, TiB (default 0)
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@ -19,6 +19,7 @@ See also [LTS releases](https://docs.victoriametrics.com/lts-releases/).
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## tip
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* FEATURE: [vmalert](https://docs.victoriametrics.com/vmalert/): `-rule` cmd-line flag now supports multi-document YAML files. This could be useful when rules are retrieved via HTTP URL where multiple rule files were merged together in one response. See [this issue](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/6753). Thanks to @Irene-123 for [the pull request](https://github.com/VictoriaMetrics/VictoriaMetrics/pull/6995).
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* FEATURE: [Single-node VictoriaMetrics](https://docs.victoriametrics.com/) and `vmstorage` in [VictoriaMetrics cluster](https://docs.victoriametrics.com/cluster-victoriametrics/): add a separate cache type for storing sparse entries when performing large index scans. This significantly reduces memory usage when applying [downsampling filters](https://docs.victoriametrics.com/#downsampling) and [retention filters](https://docs.victoriametrics.com/#retention-filters) during background merge. See [this issue](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/7182) for the details.
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* BUGFIX: [vmalert](https://docs.victoriametrics.com/vmalert): properly set `group_name` and `file` fields for recording rules in `/api/v1/rules`.
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* BUGFIX: [vmctl](https://docs.victoriametrics.com/vmctl/): fix issue with series matching for `vmctl vm-native` with `--vm-native-disable-per-metric-migration` flag enabled. See [this issue](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/7309).
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@ -166,7 +166,7 @@ func (idb *indexdb) getIndexSearch() *indexSearch {
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}
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}
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is := v.(*indexSearch)
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is.ts.Init(idb.tb)
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is.ts.Init(idb.tb, false)
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return is
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}
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@ -14,6 +14,7 @@ import (
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var idxbCache = blockcache.NewCache(getMaxIndexBlocksCacheSize)
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var ibCache = blockcache.NewCache(getMaxInmemoryBlocksCacheSize)
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var ibSparseCache = blockcache.NewCache(getMaxInmemoryBlocksSparseCacheSize)
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// SetIndexBlocksCacheSize overrides the default size of indexdb/indexBlocks cache
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func SetIndexBlocksCacheSize(size int) {
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@ -42,15 +43,32 @@ func SetDataBlocksCacheSize(size int) {
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func getMaxInmemoryBlocksCacheSize() int {
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maxInmemoryBlockCacheSizeOnce.Do(func() {
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if maxInmemoryBlockCacheSize <= 0 {
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maxInmemoryBlockCacheSize = int(0.25 * float64(memory.Allowed()))
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maxInmemoryBlockCacheSize = int(0.20 * float64(memory.Allowed()))
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}
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})
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return maxInmemoryBlockCacheSize
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}
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// SetDataBlocksSparseCacheSize overrides the default size of indexdb/dataBlocksSparse cache
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func SetDataBlocksSparseCacheSize(size int) {
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maxInmemorySparseMergeCacheSize = size
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}
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func getMaxInmemoryBlocksSparseCacheSize() int {
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maxInmemoryBlockSparseCacheSizeOnce.Do(func() {
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if maxInmemorySparseMergeCacheSize <= 0 {
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maxInmemorySparseMergeCacheSize = int(0.05 * float64(memory.Allowed()))
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}
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})
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return maxInmemorySparseMergeCacheSize
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}
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var (
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maxInmemoryBlockCacheSize int
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maxInmemoryBlockCacheSizeOnce sync.Once
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maxInmemorySparseMergeCacheSize int
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maxInmemoryBlockSparseCacheSizeOnce sync.Once
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)
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type part struct {
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@ -118,6 +136,7 @@ func (p *part) MustClose() {
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idxbCache.RemoveBlocksForPart(p)
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ibCache.RemoveBlocksForPart(p)
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ibSparseCache.RemoveBlocksForPart(p)
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}
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type indexBlock struct {
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@ -36,6 +36,8 @@ type partSearch struct {
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ib *inmemoryBlock
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ibItemIdx int
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sparse bool
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}
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func (ps *partSearch) reset() {
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@ -57,10 +59,11 @@ func (ps *partSearch) reset() {
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// Init initializes ps for search in the p.
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//
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// Use Seek for search in p.
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func (ps *partSearch) Init(p *part) {
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func (ps *partSearch) Init(p *part, sparse bool) {
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ps.reset()
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ps.p = p
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ps.sparse = sparse
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}
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// Seek seeks for the first item greater or equal to k in ps.
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@ -299,18 +302,22 @@ func (ps *partSearch) readIndexBlock(mr *metaindexRow) (*indexBlock, error) {
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}
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func (ps *partSearch) getInmemoryBlock(bh *blockHeader) (*inmemoryBlock, error) {
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cache := ibCache
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if ps.sparse {
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cache = ibSparseCache
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}
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ibKey := blockcache.Key{
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Part: ps.p,
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Offset: bh.itemsBlockOffset,
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}
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b := ibCache.GetBlock(ibKey)
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b := cache.GetBlock(ibKey)
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if b == nil {
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ib, err := ps.readInmemoryBlock(bh)
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if err != nil {
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return nil, err
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}
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b = ib
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ibCache.PutBlock(ibKey, b)
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cache.PutBlock(ibKey, b)
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}
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ib := b.(*inmemoryBlock)
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return ib, nil
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@ -54,7 +54,7 @@ func testPartSearchConcurrent(p *part, items []string) error {
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func testPartSearchSerial(r *rand.Rand, p *part, items []string) error {
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var ps partSearch
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ps.Init(p)
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ps.Init(p, true)
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var k []byte
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// Search for the item smaller than the items[0]
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@ -574,6 +574,12 @@ type TableMetrics struct {
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DataBlocksCacheRequests uint64
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DataBlocksCacheMisses uint64
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DataBlocksSparseCacheSize uint64
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DataBlocksSparseCacheSizeBytes uint64
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DataBlocksSparseCacheSizeMaxBytes uint64
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DataBlocksSparseCacheRequests uint64
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DataBlocksSparseCacheMisses uint64
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IndexBlocksCacheSize uint64
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IndexBlocksCacheSizeBytes uint64
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IndexBlocksCacheSizeMaxBytes uint64
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@ -635,6 +641,12 @@ func (tb *Table) UpdateMetrics(m *TableMetrics) {
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m.DataBlocksCacheRequests = ibCache.Requests()
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m.DataBlocksCacheMisses = ibCache.Misses()
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m.DataBlocksSparseCacheSize = uint64(ibSparseCache.Len())
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m.DataBlocksSparseCacheSizeBytes = uint64(ibSparseCache.SizeBytes())
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m.DataBlocksSparseCacheSizeMaxBytes = uint64(ibSparseCache.SizeMaxBytes())
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m.DataBlocksSparseCacheRequests = ibSparseCache.Requests()
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m.DataBlocksSparseCacheMisses = ibSparseCache.Misses()
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m.IndexBlocksCacheSize = uint64(idxbCache.Len())
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m.IndexBlocksCacheSizeBytes = uint64(idxbCache.SizeBytes())
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m.IndexBlocksCacheSizeMaxBytes = uint64(idxbCache.SizeMaxBytes())
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@ -59,7 +59,7 @@ func (ts *TableSearch) reset() {
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// Init initializes ts for searching in the tb.
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//
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// MustClose must be called when the ts is no longer needed.
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func (ts *TableSearch) Init(tb *Table) {
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func (ts *TableSearch) Init(tb *Table, sparse bool) {
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if ts.needClosing {
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logger.Panicf("BUG: missing MustClose call before the next call to Init")
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}
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@ -74,7 +74,7 @@ func (ts *TableSearch) Init(tb *Table) {
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// Initialize the psPool.
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ts.psPool = slicesutil.SetLength(ts.psPool, len(ts.pws))
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for i, pw := range ts.pws {
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ts.psPool[i].Init(pw.p)
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ts.psPool[i].Init(pw.p, sparse)
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}
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}
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@ -107,7 +107,7 @@ func testTableSearchConcurrent(tb *Table, items []string) error {
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func testTableSearchSerial(tb *Table, items []string) error {
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var ts TableSearch
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ts.Init(tb)
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ts.Init(tb, false)
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for _, key := range []string{
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"",
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"123",
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@ -83,7 +83,7 @@ func benchmarkTableSearchKeysExt(b *testing.B, tb *Table, keys [][]byte, stripSu
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b.RunParallel(func(pb *testing.PB) {
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r := rand.New(rand.NewSource(1))
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var ts TableSearch
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ts.Init(tb)
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ts.Init(tb, false)
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defer ts.MustClose()
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for pb.Next() {
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startIdx := r.Intn(len(keys) - searchKeysCount)
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@ -139,9 +139,9 @@ func TestTableCreateSnapshotAt(t *testing.T) {
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tb2 := MustOpenTable(snapshot2, nil, nil, &isReadOnly)
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var ts, ts1, ts2 TableSearch
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ts.Init(tb)
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ts1.Init(tb1)
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ts2.Init(tb2)
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ts.Init(tb, false)
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ts1.Init(tb1, false)
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ts2.Init(tb2, false)
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for i := 0; i < itemsCount; i++ {
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key := []byte(fmt.Sprintf("item %d", i))
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if err := ts.FirstItemWithPrefix(key); err != nil {
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@ -14,6 +14,9 @@ import (
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"time"
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"unsafe"
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"github.com/VictoriaMetrics/fastcache"
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"github.com/cespare/xxhash/v2"
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"github.com/VictoriaMetrics/VictoriaMetrics/lib/bytesutil"
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"github.com/VictoriaMetrics/VictoriaMetrics/lib/encoding"
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"github.com/VictoriaMetrics/VictoriaMetrics/lib/fasttime"
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@ -25,8 +28,6 @@ import (
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"github.com/VictoriaMetrics/VictoriaMetrics/lib/slicesutil"
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"github.com/VictoriaMetrics/VictoriaMetrics/lib/uint64set"
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"github.com/VictoriaMetrics/VictoriaMetrics/lib/workingsetcache"
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"github.com/VictoriaMetrics/fastcache"
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"github.com/cespare/xxhash/v2"
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)
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const (
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@ -520,7 +521,21 @@ type indexSearch struct {
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deadline uint64
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}
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// getIndexSearch returns an indexSearch with default configuration
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func (db *indexDB) getIndexSearch(deadline uint64) *indexSearch {
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return db.getIndexSearchInternal(deadline, false)
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}
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// getIndexSearchSparse returns an indexSearch with sparse cache
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// It is useful for search operations that can scan through the large amount index entries
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// Without the need to keep all the entries in the caches used for queries
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// used in ENT version
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// nolint:unused
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func (db *indexDB) getIndexSearchSparse(deadline uint64) *indexSearch {
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return db.getIndexSearchInternal(deadline, true)
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}
|
||||
|
||||
func (db *indexDB) getIndexSearchInternal(deadline uint64, sparse bool) *indexSearch {
|
||||
v := db.indexSearchPool.Get()
|
||||
if v == nil {
|
||||
v = &indexSearch{
|
||||
@ -528,7 +543,7 @@ func (db *indexDB) getIndexSearch(deadline uint64) *indexSearch {
|
||||
}
|
||||
}
|
||||
is := v.(*indexSearch)
|
||||
is.ts.Init(db.tb)
|
||||
is.ts.Init(db.tb, sparse)
|
||||
is.deadline = deadline
|
||||
return is
|
||||
}
|
||||
@ -1564,6 +1579,45 @@ func (db *indexDB) searchMetricNameWithCache(dst []byte, metricID uint64) ([]byt
|
||||
return dst, false
|
||||
}
|
||||
|
||||
// searchMetricNameWithoutCache appends metric name for the given metricID to dst
|
||||
// and returns the result.
|
||||
// It does not cache the result and uses sparse cache for index scan.
|
||||
// used in ENT version
|
||||
// nolint:unused
|
||||
func (db *indexDB) searchMetricNameWithoutCache(dst []byte, metricID uint64) ([]byte, bool) {
|
||||
is := db.getIndexSearchSparse(noDeadline)
|
||||
var ok bool
|
||||
dst, ok = is.searchMetricName(dst, metricID)
|
||||
db.putIndexSearch(is)
|
||||
if ok {
|
||||
// There is no need in verifying whether the given metricID is deleted,
|
||||
// since the filtering must be performed before calling this func.
|
||||
return dst, true
|
||||
}
|
||||
|
||||
// Try searching in the external indexDB.
|
||||
db.doExtDB(func(extDB *indexDB) {
|
||||
is := extDB.getIndexSearchSparse(noDeadline)
|
||||
dst, ok = is.searchMetricName(dst, metricID)
|
||||
extDB.putIndexSearch(is)
|
||||
})
|
||||
if ok {
|
||||
return dst, true
|
||||
}
|
||||
|
||||
if db.s.wasMetricIDMissingBefore(metricID) {
|
||||
// Cannot find the MetricName for the given metricID for the last 60 seconds.
|
||||
// It is likely the indexDB contains incomplete set of metricID -> metricName entries
|
||||
// after unclean shutdown or after restoring from a snapshot.
|
||||
// Mark the metricID as deleted, so it is created again when new sample
|
||||
// for the given time series is ingested next time.
|
||||
db.missingMetricNamesForMetricID.Add(1)
|
||||
db.deleteMetricIDs([]uint64{metricID})
|
||||
}
|
||||
|
||||
return dst, false
|
||||
}
|
||||
|
||||
// DeleteTSIDs marks as deleted all the TSIDs matching the given tfss and
|
||||
// updates or resets all caches where TSIDs and the corresponding MetricIDs may
|
||||
// be stored.
|
||||
|
Loading…
Reference in New Issue
Block a user