VictoriaMetrics/lib/storage/search.go

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package storage
import (
"fmt"
"io"
"strings"
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"github.com/VictoriaMetrics/VictoriaMetrics/lib/bytesutil"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/encoding"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/fasttime"
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"github.com/VictoriaMetrics/VictoriaMetrics/lib/logger"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/querytracer"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/slicesutil"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/stringsutil"
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)
// BlockRef references a Block.
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//
// BlockRef is valid only until the corresponding Search is valid,
// i.e. it becomes invalid after Search.MustClose is called.
type BlockRef struct {
p *part
bh blockHeader
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}
func (br *BlockRef) reset() {
br.p = nil
br.bh = blockHeader{}
}
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func (br *BlockRef) init(p *part, bh *blockHeader) {
br.p = p
br.bh = *bh
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}
// Init initializes br from pr and data
func (br *BlockRef) Init(pr PartRef, data []byte) error {
br.p = pr.p
tail, err := br.bh.Unmarshal(data)
if err != nil {
return err
}
if len(tail) > 0 {
return fmt.Errorf("unexpected non-empty tail left after unmarshaling blockHeader; len(tail)=%d; tail=%q", len(tail), tail)
}
return nil
}
// Marshal marshals br to dst.
func (br *BlockRef) Marshal(dst []byte) []byte {
return br.bh.Marshal(dst)
}
// RowsCount returns the number of rows in br.
func (br *BlockRef) RowsCount() int {
return int(br.bh.RowsCount)
}
// PartRef returns PartRef from br.
func (br *BlockRef) PartRef() PartRef {
return PartRef{
p: br.p,
}
}
// PartRef is Part reference.
type PartRef struct {
p *part
}
// MustReadBlock reads block from br to dst.
func (br *BlockRef) MustReadBlock(dst *Block) {
dst.Reset()
dst.bh = br.bh
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dst.timestampsData = bytesutil.ResizeNoCopyMayOverallocate(dst.timestampsData, int(br.bh.TimestampsBlockSize))
br.p.timestampsFile.MustReadAt(dst.timestampsData, int64(br.bh.TimestampsBlockOffset))
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dst.valuesData = bytesutil.ResizeNoCopyMayOverallocate(dst.valuesData, int(br.bh.ValuesBlockSize))
br.p.valuesFile.MustReadAt(dst.valuesData, int64(br.bh.ValuesBlockOffset))
}
// MetricBlockRef contains reference to time series block for a single metric.
type MetricBlockRef struct {
// The metric name
MetricName []byte
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// The block reference. Call BlockRef.MustReadBlock in order to obtain the block.
BlockRef *BlockRef
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}
// Search is a search for time series.
type Search struct {
// MetricBlockRef is updated with each Search.NextMetricBlock call.
MetricBlockRef MetricBlockRef
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// idb is used for MetricName lookup for the found data blocks.
idb *indexDB
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// retentionDeadline is used for filtering out blocks outside the configured retention.
retentionDeadline int64
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ts tableSearch
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// tr contains time range used in the search.
tr TimeRange
// tfss contains tag filters used in the search.
tfss []*TagFilters
// deadline in unix timestamp seconds for the current search.
deadline uint64
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err error
needClosing bool
loops int
prevMetricID uint64
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}
func (s *Search) reset() {
s.MetricBlockRef.MetricName = s.MetricBlockRef.MetricName[:0]
s.MetricBlockRef.BlockRef = nil
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s.idb = nil
s.retentionDeadline = 0
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s.ts.reset()
s.tr = TimeRange{}
s.tfss = nil
s.deadline = 0
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s.err = nil
s.needClosing = false
s.loops = 0
s.prevMetricID = 0
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}
// Init initializes s from the given storage, tfss and tr.
//
// MustClose must be called when the search is done.
//
// Init returns the upper bound on the number of found time series.
func (s *Search) Init(qt *querytracer.Tracer, storage *Storage, tfss []*TagFilters, tr TimeRange, maxMetrics int, deadline uint64) int {
qt = qt.NewChild("init series search: filters=%s, timeRange=%s", tfss, &tr)
defer qt.Done()
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if s.needClosing {
logger.Panicf("BUG: missing MustClose call before the next call to Init")
}
retentionDeadline := int64(fasttime.UnixTimestamp()*1e3) - storage.retentionMsecs
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s.reset()
s.idb = storage.idb()
s.retentionDeadline = retentionDeadline
s.tr = tr
s.tfss = tfss
s.deadline = deadline
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s.needClosing = true
var tsids []TSID
metricIDs, err := s.idb.searchMetricIDs(qt, tfss, tr, maxMetrics, deadline)
if err == nil {
tsids, err = s.idb.getTSIDsFromMetricIDs(qt, metricIDs, deadline)
if err == nil {
err = storage.prefetchMetricNames(qt, metricIDs, deadline)
}
}
// It is ok to call Init on non-nil err.
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// Init must be called before returning because it will fail
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// on Search.MustClose otherwise.
s.ts.Init(storage.tb, tsids, tr)
qt.Printf("search for parts with data for %d series", len(tsids))
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if err != nil {
s.err = err
return 0
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}
return len(tsids)
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}
// MustClose closes the Search.
func (s *Search) MustClose() {
if !s.needClosing {
logger.Panicf("BUG: missing Init call before MustClose")
}
s.ts.MustClose()
s.reset()
}
// Error returns the last error from s.
func (s *Search) Error() error {
if s.err == io.EOF || s.err == nil {
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return nil
}
return fmt.Errorf("error when searching for tagFilters=%s on the time range %s: %w", s.tfss, s.tr.String(), s.err)
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}
// NextMetricBlock proceeds to the next MetricBlockRef.
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func (s *Search) NextMetricBlock() bool {
if s.err != nil {
return false
}
for s.ts.NextBlock() {
if s.loops&paceLimiterSlowIterationsMask == 0 {
if err := checkSearchDeadlineAndPace(s.deadline); err != nil {
s.err = err
return false
}
}
s.loops++
tsid := &s.ts.BlockRef.bh.TSID
if tsid.MetricID != s.prevMetricID {
if s.ts.BlockRef.bh.MaxTimestamp < s.retentionDeadline {
// Skip the block, since it contains only data outside the configured retention.
continue
}
var ok bool
s.MetricBlockRef.MetricName, ok = s.idb.searchMetricNameWithCache(s.MetricBlockRef.MetricName[:0], tsid.MetricID)
if !ok {
// Skip missing metricName for tsid.MetricID.
// It should be automatically fixed. See indexDB.searchMetricNameWithCache for details.
continue
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}
s.prevMetricID = tsid.MetricID
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}
s.MetricBlockRef.BlockRef = s.ts.BlockRef
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return true
}
if err := s.ts.Error(); err != nil {
s.err = err
return false
}
s.err = io.EOF
return false
}
// SearchQuery is used for sending search queries from vmselect to vmstorage.
type SearchQuery struct {
// The time range for searching time series
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MinTimestamp int64
MaxTimestamp int64
// Tag filters for the search query
TagFilterss [][]TagFilter
// The maximum number of time series the search query can return.
MaxMetrics int
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}
// GetTimeRange returns time range for the given sq.
func (sq *SearchQuery) GetTimeRange() TimeRange {
return TimeRange{
MinTimestamp: sq.MinTimestamp,
MaxTimestamp: sq.MaxTimestamp,
}
}
// NewSearchQuery creates new search query for the given args.
func NewSearchQuery(start, end int64, tagFilterss [][]TagFilter, maxMetrics int) *SearchQuery {
if start < 0 {
// This is needed for https://github.com/VictoriaMetrics/VictoriaMetrics/issues/5553
start = 0
}
if maxMetrics <= 0 {
maxMetrics = 2e9
}
return &SearchQuery{
MinTimestamp: start,
MaxTimestamp: end,
TagFilterss: tagFilterss,
MaxMetrics: maxMetrics,
}
}
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// TagFilter represents a single tag filter from SearchQuery.
type TagFilter struct {
Key []byte
Value []byte
IsNegative bool
IsRegexp bool
}
// String returns string representation of tf.
func (tf *TagFilter) String() string {
op := tf.getOp()
value := stringsutil.LimitStringLen(string(tf.Value), 60)
if len(tf.Key) == 0 {
return fmt.Sprintf("__name__%s%q", op, value)
}
return fmt.Sprintf("%s%s%q", tf.Key, op, value)
}
func (tf *TagFilter) getOp() string {
if tf.IsNegative {
if tf.IsRegexp {
return "!~"
}
return "!="
}
if tf.IsRegexp {
return "=~"
}
return "="
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}
// Marshal appends marshaled tf to dst and returns the result.
func (tf *TagFilter) Marshal(dst []byte) []byte {
dst = encoding.MarshalBytes(dst, tf.Key)
dst = encoding.MarshalBytes(dst, tf.Value)
x := 0
if tf.IsNegative {
x = 2
}
if tf.IsRegexp {
x |= 1
}
dst = append(dst, byte(x))
return dst
}
// Unmarshal unmarshals tf from src and returns the tail.
func (tf *TagFilter) Unmarshal(src []byte) ([]byte, error) {
k, nSize := encoding.UnmarshalBytes(src)
if nSize <= 0 {
return src, fmt.Errorf("cannot unmarshal Key")
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}
src = src[nSize:]
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tf.Key = append(tf.Key[:0], k...)
v, nSize := encoding.UnmarshalBytes(src)
if nSize <= 0 {
return src, fmt.Errorf("cannot unmarshal Value")
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}
src = src[nSize:]
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tf.Value = append(tf.Value[:0], v...)
if len(src) < 1 {
return src, fmt.Errorf("cannot unmarshal IsNegative+IsRegexp from empty src")
}
x := src[0]
switch x {
case 0:
tf.IsNegative = false
tf.IsRegexp = false
case 1:
tf.IsNegative = false
tf.IsRegexp = true
case 2:
tf.IsNegative = true
tf.IsRegexp = false
case 3:
tf.IsNegative = true
tf.IsRegexp = true
default:
return src, fmt.Errorf("unexpected value for IsNegative+IsRegexp: %d; must be in the range [0..3]", x)
}
src = src[1:]
return src, nil
}
// String returns string representation of the search query.
func (sq *SearchQuery) String() string {
a := make([]string, len(sq.TagFilterss))
for i, tfs := range sq.TagFilterss {
a[i] = tagFiltersToString(tfs)
}
start := TimestampToHumanReadableFormat(sq.MinTimestamp)
end := TimestampToHumanReadableFormat(sq.MaxTimestamp)
return fmt.Sprintf("filters=%s, timeRange=[%s..%s]", a, start, end)
}
func tagFiltersToString(tfs []TagFilter) string {
a := make([]string, len(tfs))
for i, tf := range tfs {
a[i] = tf.String()
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}
return "{" + strings.Join(a, ",") + "}"
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}
// Marshal appends marshaled sq to dst and returns the result.
func (sq *SearchQuery) Marshal(dst []byte) []byte {
dst = encoding.MarshalVarInt64(dst, sq.MinTimestamp)
dst = encoding.MarshalVarInt64(dst, sq.MaxTimestamp)
dst = encoding.MarshalVarUint64(dst, uint64(len(sq.TagFilterss)))
for _, tagFilters := range sq.TagFilterss {
dst = encoding.MarshalVarUint64(dst, uint64(len(tagFilters)))
for i := range tagFilters {
dst = tagFilters[i].Marshal(dst)
}
}
return dst
}
// Unmarshal unmarshals sq from src and returns the tail.
func (sq *SearchQuery) Unmarshal(src []byte) ([]byte, error) {
minTs, nSize := encoding.UnmarshalVarInt64(src)
if nSize <= 0 {
return src, fmt.Errorf("cannot unmarshal MinTimestamp from varint")
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}
src = src[nSize:]
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sq.MinTimestamp = minTs
maxTs, nSize := encoding.UnmarshalVarInt64(src)
if nSize <= 0 {
return src, fmt.Errorf("cannot unmarshal MaxTimestamp from varint")
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}
src = src[nSize:]
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sq.MaxTimestamp = maxTs
tfssCount, nSize := encoding.UnmarshalVarUint64(src)
if nSize <= 0 {
return src, fmt.Errorf("cannot unmarshal the count of TagFilterss from uvarint")
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}
src = src[nSize:]
sq.TagFilterss = slicesutil.SetLength(sq.TagFilterss, int(tfssCount))
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for i := 0; i < int(tfssCount); i++ {
tfsCount, nSize := encoding.UnmarshalVarUint64(src)
if nSize <= 0 {
return src, fmt.Errorf("cannot unmarshal the count of TagFilters from uvarint")
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}
src = src[nSize:]
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tagFilters := sq.TagFilterss[i]
tagFilters = slicesutil.SetLength(tagFilters, int(tfsCount))
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for j := 0; j < int(tfsCount); j++ {
tail, err := tagFilters[j].Unmarshal(src)
if err != nil {
return tail, fmt.Errorf("cannot unmarshal TagFilter #%d: %w", j, err)
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}
src = tail
}
sq.TagFilterss[i] = tagFilters
}
return src, nil
}
func checkSearchDeadlineAndPace(deadline uint64) error {
if fasttime.UnixTimestamp() > deadline {
return ErrDeadlineExceeded
}
return nil
}
const (
paceLimiterFastIterationsMask = 1<<16 - 1
paceLimiterMediumIterationsMask = 1<<14 - 1
paceLimiterSlowIterationsMask = 1<<12 - 1
)