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Introduce SortedLabelValues/LabelValues to speedup queries for high cardinality (#7448)
* Introduce LabelValuesUnsorted to speedup queries for high cardinality Signed-off-by: Ganesh Vernekar <cs15btech11018@iith.ac.in> * Add sort check Signed-off-by: Ganesh Vernekar <cs15btech11018@iith.ac.in>
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325f54b178
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@ -62,7 +62,10 @@ type IndexReader interface {
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// beyond the lifetime of the index reader.
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Symbols() index.StringIter
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// LabelValues returns sorted possible label values.
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// SortedLabelValues returns sorted possible label values.
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SortedLabelValues(name string) ([]string, error)
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// LabelValues returns possible label values which may not be sorted.
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LabelValues(name string) ([]string, error)
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// Postings returns the postings list iterator for the label pairs.
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@ -419,6 +422,11 @@ func (r blockIndexReader) Symbols() index.StringIter {
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return r.ir.Symbols()
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}
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func (r blockIndexReader) SortedLabelValues(name string) ([]string, error) {
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st, err := r.ir.SortedLabelValues(name)
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return st, errors.Wrapf(err, "block: %s", r.b.Meta().ULID)
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}
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func (r blockIndexReader) LabelValues(name string) ([]string, error) {
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st, err := r.ir.LabelValues(name)
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return st, errors.Wrapf(err, "block: %s", r.b.Meta().ULID)
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@ -556,7 +556,7 @@ func analyzeBlock(b tsdb.BlockReader, limit int) error {
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postingInfos = postingInfos[:0]
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for _, n := range allLabelNames {
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values, err := ir.LabelValues(n)
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values, err := ir.SortedLabelValues(n)
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if err != nil {
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return err
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}
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@ -572,7 +572,7 @@ func analyzeBlock(b tsdb.BlockReader, limit int) error {
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postingInfos = postingInfos[:0]
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for _, n := range allLabelNames {
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lv, err := ir.LabelValues(n)
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lv, err := ir.SortedLabelValues(n)
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if err != nil {
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return err
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}
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@ -582,7 +582,7 @@ func analyzeBlock(b tsdb.BlockReader, limit int) error {
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printInfo(postingInfos)
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postingInfos = postingInfos[:0]
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lv, err := ir.LabelValues("__name__")
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lv, err := ir.SortedLabelValues("__name__")
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if err != nil {
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return err
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}
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11
tsdb/head.go
11
tsdb/head.go
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@ -1537,6 +1537,16 @@ func (h *headIndexReader) Symbols() index.StringIter {
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return index.NewStringListIter(res)
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}
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// SortedLabelValues returns label values present in the head for the
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// specific label name that are within the time range mint to maxt.
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func (h *headIndexReader) SortedLabelValues(name string) ([]string, error) {
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values, err := h.LabelValues(name)
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if err == nil {
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sort.Strings(values)
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}
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return values, err
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}
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// LabelValues returns label values present in the head for the
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// specific label name that are within the time range mint to maxt.
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func (h *headIndexReader) LabelValues(name string) ([]string, error) {
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@ -1552,7 +1562,6 @@ func (h *headIndexReader) LabelValues(name string) ([]string, error) {
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sl = append(sl, s)
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}
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h.head.symMtx.RUnlock()
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sort.Strings(sl)
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return sl, nil
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}
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@ -1867,7 +1867,7 @@ func TestHeadLabelNamesValuesWithMinMaxRange(t *testing.T) {
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testutil.Equals(t, tt.expectedNames, actualLabelNames)
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if len(tt.expectedValues) > 0 {
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for i, name := range expectedLabelNames {
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actualLabelValue, err := headIdxReader.LabelValues(name)
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actualLabelValue, err := headIdxReader.SortedLabelValues(name)
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testutil.Ok(t, err)
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testutil.Equals(t, []string{tt.expectedValues[i]}, actualLabelValue)
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}
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@ -1418,6 +1418,17 @@ func (r *Reader) SymbolTableSize() uint64 {
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return uint64(r.symbols.Size())
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}
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// SortedLabelValues returns value tuples that exist for the given label name.
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// It is not safe to use the return value beyond the lifetime of the byte slice
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// passed into the Reader.
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func (r *Reader) SortedLabelValues(name string) ([]string, error) {
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values, err := r.LabelValues(name)
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if err == nil && r.version == FormatV1 {
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sort.Strings(values)
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}
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return values, err
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}
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// LabelValues returns value tuples that exist for the given label name.
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// It is not safe to use the return value beyond the lifetime of the byte slice
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// passed into the Reader.
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@ -1431,7 +1442,6 @@ func (r *Reader) LabelValues(name string) ([]string, error) {
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for k := range e {
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values = append(values, k)
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}
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sort.Strings(values)
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return values, nil
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}
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@ -453,7 +453,7 @@ func TestPersistence_index_e2e(t *testing.T) {
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for k, v := range labelPairs {
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sort.Strings(v)
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res, err := ir.LabelValues(k)
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res, err := ir.SortedLabelValues(k)
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testutil.Ok(t, err)
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testutil.Equals(t, len(v), len(res))
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@ -208,7 +208,7 @@ func (q *blockQuerier) Select(sortSeries bool, hints *storage.SelectHints, ms ..
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}
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func (q *blockQuerier) LabelValues(name string) ([]string, storage.Warnings, error) {
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res, err := q.index.LabelValues(name)
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res, err := q.index.SortedLabelValues(name)
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return res, nil, err
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}
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@ -393,9 +393,14 @@ func postingsForMatcher(ix IndexReader, m *labels.Matcher) (index.Postings, erro
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}
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var res []string
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lastVal, isSorted := "", true
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for _, val := range vals {
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if m.Matches(val) {
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res = append(res, val)
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if isSorted && val < lastVal {
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isSorted = false
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}
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lastVal = val
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}
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}
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@ -403,6 +408,9 @@ func postingsForMatcher(ix IndexReader, m *labels.Matcher) (index.Postings, erro
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return index.EmptyPostings(), nil
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}
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if !isSorted {
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sort.Strings(res)
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}
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return ix.Postings(m.Name, res...)
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}
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@ -414,12 +422,20 @@ func inversePostingsForMatcher(ix IndexReader, m *labels.Matcher) (index.Posting
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}
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var res []string
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lastVal, isSorted := "", true
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for _, val := range vals {
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if !m.Matches(val) {
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res = append(res, val)
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if isSorted && val < lastVal {
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isSorted = false
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}
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lastVal = val
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}
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}
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if !isSorted {
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sort.Strings(res)
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}
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return ix.Postings(m.Name, res...)
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}
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@ -1400,6 +1400,12 @@ func (m mockIndex) Close() error {
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return nil
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}
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func (m mockIndex) SortedLabelValues(name string) ([]string, error) {
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values, _ := m.LabelValues(name)
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sort.Strings(values)
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return values, nil
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}
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func (m mockIndex) LabelValues(name string) ([]string, error) {
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values := []string{}
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for l := range m.postings {
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@ -1407,7 +1413,6 @@ func (m mockIndex) LabelValues(name string) ([]string, error) {
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values = append(values, l.Value)
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}
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}
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sort.Strings(values)
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return values, nil
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}
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@ -2278,6 +2283,11 @@ func (m mockMatcherIndex) Symbols() index.StringIter { return nil }
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func (m mockMatcherIndex) Close() error { return nil }
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// SortedLabelValues will return error if it is called.
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func (m mockMatcherIndex) SortedLabelValues(name string) ([]string, error) {
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return []string{}, errors.New("sorted label values called")
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}
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// LabelValues will return error if it is called.
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func (m mockMatcherIndex) LabelValues(name string) ([]string, error) {
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return []string{}, errors.New("label values called")
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