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iters.go
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iters.go
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package query
import (
"bytes"
"context"
"fmt"
"io"
"math"
"strings"
"sync"
"sync/atomic"
"github.com/grafana/dskit/multierror"
"github.com/opentracing/opentracing-go"
"github.com/opentracing/opentracing-go/log"
"github.com/segmentio/parquet-go"
"github.com/grafana/phlare/pkg/iter"
)
// RowNumber is the sequence of row numbers uniquely identifying a value
// in a tree of nested columns, starting at the top-level and including
// another row number for each level of nesting. -1 is a placeholder
// for undefined at lower levels. RowNumbers can be compared for full
// equality using the == operator, or can be compared partially, looking
// for equal lineages down to a certain level.
// For example given the following tree, the row numbers would be:
//
// A 0, -1, -1
// B 0, 0, -1
// C 0, 1, -1
// D 0, 1, 0
// E 0, 2, -1
//
// Currently supports 6 levels of nesting which should be enough for anybody. :)
type RowNumber [6]int64
type RowNumberWithDefinitionLevel struct {
RowNumber RowNumber
DefinitionLevel int
}
// EmptyRowNumber creates an empty invalid row number.
func EmptyRowNumber() RowNumber {
return RowNumber{-1, -1, -1, -1, -1, -1}
}
// MaxRowNumber is a helper that represents the maximum(-ish) representable value.
func MaxRowNumber() RowNumber {
return RowNumber{math.MaxInt64}
}
// CompareRowNumbers compares the sequences of row numbers in
// a and b for partial equality, descending from top-level
// through the given definition level.
// For example, definition level 1 means that row numbers are compared
// at two levels of nesting, the top-level and 1 level of nesting
// below.
func CompareRowNumbers(upToDefinitionLevel int, a, b RowNumber) int {
for i := 0; i <= upToDefinitionLevel; i++ {
if a[i] < b[i] {
return -1
}
if a[i] > b[i] {
return 1
}
}
return 0
}
func TruncateRowNumber(t RowNumberWithDefinitionLevel) RowNumber {
n := EmptyRowNumber()
for i := 0; i <= t.DefinitionLevel; i++ {
n[i] = t.RowNumber[i]
}
return n
}
func (t RowNumber) Valid() bool {
return t[0] >= 0
}
// Next increments and resets the row numbers according
// to the given repetition and definition levels. Examples
// from the Dremel whitepaper:
// https://storage.googleapis.com/pub-tools-public-publication-data/pdf/36632.pdf
// Name.Language.Country
// value | r | d | expected RowNumber
// -------|---|---|-------------------
//
// | | | { -1, -1, -1, -1 } <-- starting position
//
// us | 0 | 3 | { 0, 0, 0, 0 }
// null | 2 | 2 | { 0, 0, 1, -1 }
// null | 1 | 1 | { 0, 1, -1, -1 }
// gb | 1 | 3 | { 0, 2, 0, 0 }
// null | 0 | 1 | { 1, 0, -1, -1 }
func (t *RowNumber) Next(repetitionLevel, definitionLevel int) {
// Next row at this level
t[repetitionLevel]++
// New children up through the definition level
for i := repetitionLevel + 1; i <= definitionLevel; i++ {
t[i] = 0
}
// Children past the definition level are undefined
for i := definitionLevel + 1; i < len(t); i++ {
t[i] = -1
}
}
// Skip rows at the root-level.
func (t *RowNumber) Skip(numRows int64) {
t[0] += numRows
for i := 1; i < len(t); i++ {
t[i] = -1
}
}
// IteratorResult is a row of data with a row number and named columns of data.
// Internally it has an unstructured list for efficient collection. The ToMap()
// function can be used to make inspection easier.
type IteratorResult struct {
RowNumber RowNumber
Entries []struct {
k string
V parquet.Value
RowValue interface{}
}
}
func (r *IteratorResult) Reset() {
r.Entries = r.Entries[:0]
}
func (r *IteratorResult) Append(rr *IteratorResult) {
r.Entries = append(r.Entries, rr.Entries...)
}
func (r *IteratorResult) AppendValue(k string, v parquet.Value) {
r.Entries = append(r.Entries, struct {
k string
V parquet.Value
RowValue interface{}
}{k, v, nil})
}
// ToMap converts the unstructured list of data into a map containing an entry
// for each column, and the lists of values. The order of columns is
// not preseved, but the order of values within each column is.
func (r *IteratorResult) ToMap() map[string][]parquet.Value {
m := map[string][]parquet.Value{}
for _, e := range r.Entries {
m[e.k] = append(m[e.k], e.V)
}
return m
}
// Columns gets the values for each named column. The order of returned values
// matches the order of names given. This is more efficient than converting to a map.
func (r *IteratorResult) Columns(buffer [][]parquet.Value, names ...string) [][]parquet.Value {
if cap(buffer) < len(names) {
buffer = make([][]parquet.Value, len(names))
}
buffer = buffer[:len(names)]
for i := range buffer {
buffer[i] = buffer[i][:0]
}
for _, e := range r.Entries {
for i := range names {
if e.k == names[i] {
buffer[i] = append(buffer[i], e.V)
break
}
}
}
return buffer
}
// iterator - Every iterator follows this interface and can be composed.
type Iterator = iter.SeekIterator[*IteratorResult, RowNumberWithDefinitionLevel]
func NewErrIterator(err error) Iterator {
return iter.NewErrSeekIterator[*IteratorResult, RowNumberWithDefinitionLevel](err)
}
var columnIteratorPool = sync.Pool{
New: func() interface{} {
return &columnIteratorBuffer{}
},
}
func columnIteratorPoolGet(capacity, len int) *columnIteratorBuffer {
res := columnIteratorPool.Get().(*columnIteratorBuffer)
if cap(res.rowNumbers) < capacity {
res.rowNumbers = make([]RowNumber, capacity)
}
if cap(res.values) < capacity {
res.values = make([]parquet.Value, capacity)
}
res.rowNumbers = res.rowNumbers[:len]
res.values = res.values[:len]
return res
}
func columnIteratorPoolPut(b *columnIteratorBuffer) {
b.values = b.values[:cap(b.values)]
for i := range b.values {
b.values[i] = parquet.Value{}
}
columnIteratorPool.Put(b)
}
var columnIteratorResultPool = sync.Pool{
New: func() interface{} {
return &IteratorResult{Entries: make([]struct {
k string
V parquet.Value
RowValue interface{}
}, 0, 10)} // For luck
},
}
func columnIteratorResultPoolGet() *IteratorResult {
res := columnIteratorResultPool.Get().(*IteratorResult)
return res
}
func columnIteratorResultPoolPut(r *IteratorResult) {
if r != nil {
r.Reset()
columnIteratorResultPool.Put(r)
}
}
// ColumnIterator asynchronously iterates through the given row groups and column. Applies
// the optional predicate to each chunk, page, and value. Results are read by calling
// Next() until it returns nil.
type ColumnIterator struct {
rgs []parquet.RowGroup
col int
colName string
filter *InstrumentedPredicate
selectAs string
seekTo atomic.Value
metrics *Metrics
table string
quit chan struct{}
ch chan *columnIteratorBuffer
curr *columnIteratorBuffer
currN int
result *IteratorResult
err error
}
var _ Iterator = (*ColumnIterator)(nil)
type columnIteratorBuffer struct {
rowNumbers []RowNumber
values []parquet.Value
err error
}
func NewColumnIterator(ctx context.Context, rgs []parquet.RowGroup, column int, columnName string, readSize int, filter Predicate, selectAs string) *ColumnIterator {
c := &ColumnIterator{
metrics: getMetricsFromContext(ctx),
table: strings.ToLower(rgs[0].Schema().Name()) + "s",
rgs: rgs,
col: column,
colName: columnName,
filter: &InstrumentedPredicate{pred: filter},
selectAs: selectAs,
quit: make(chan struct{}),
ch: make(chan *columnIteratorBuffer, 1),
currN: -1,
}
go c.iterate(ctx, readSize)
return c
}
func (c *ColumnIterator) iterate(ctx context.Context, readSize int) {
defer close(c.ch)
span, _ := opentracing.StartSpanFromContext(ctx, "columnIterator.iterate", opentracing.Tags{
"columnIndex": c.col,
"column": c.colName,
})
defer func() {
span.SetTag("inspectedColumnChunks", c.filter.InspectedColumnChunks.Load())
span.SetTag("inspectedPages", c.filter.InspectedPages.Load())
span.SetTag("inspectedValues", c.filter.InspectedValues.Load())
span.SetTag("keptColumnChunks", c.filter.KeptColumnChunks.Load())
span.SetTag("keptPages", c.filter.KeptPages.Load())
span.SetTag("keptValues", c.filter.KeptValues.Load())
span.Finish()
}()
rn := EmptyRowNumber()
buffer := make([]parquet.Value, readSize)
checkSkip := func(numRows int64) bool {
seekTo := c.seekTo.Load()
if seekTo == nil {
return false
}
seekToRN := seekTo.(RowNumber)
rnNext := rn
rnNext.Skip(numRows)
return CompareRowNumbers(0, rnNext, seekToRN) == -1
}
for _, rg := range c.rgs {
col := rg.ColumnChunks()[c.col]
if checkSkip(rg.NumRows()) {
// Skip column chunk
rn.Skip(rg.NumRows())
continue
}
if c.filter != nil {
if !c.filter.KeepColumnChunk(col) {
// Skip column chunk
rn.Skip(rg.NumRows())
continue
}
}
func(col parquet.ColumnChunk) {
pgs := col.Pages()
defer func() {
if err := pgs.Close(); err != nil {
span.LogKV("closing error", err)
}
}()
for {
pg, err := pgs.ReadPage()
if pg == nil || err == io.EOF {
break
}
c.metrics.pageReadsTotal.WithLabelValues(c.table, c.colName).Add(1)
span.LogFields(
log.String("msg", "reading page"),
log.Int64("page_num_values", pg.NumValues()),
log.Int64("page_size", pg.Size()),
)
if err != nil {
return
}
if checkSkip(pg.NumRows()) {
// Skip page
rn.Skip(pg.NumRows())
continue
}
if c.filter != nil {
if !c.filter.KeepPage(pg) {
// Skip page
rn.Skip(pg.NumRows())
continue
}
}
vr := pg.Values()
for {
count, err := vr.ReadValues(buffer)
if count > 0 {
// Assign row numbers, filter values, and collect the results.
newBuffer := columnIteratorPoolGet(readSize, 0)
for i := 0; i < count; i++ {
v := buffer[i]
// We have to do this for all values (even if the
// value is excluded by the predicate)
rn.Next(v.RepetitionLevel(), v.DefinitionLevel())
if c.filter != nil {
if !c.filter.KeepValue(v) {
continue
}
}
newBuffer.rowNumbers = append(newBuffer.rowNumbers, rn)
newBuffer.values = append(newBuffer.values, v)
}
if len(newBuffer.rowNumbers) > 0 {
select {
case c.ch <- newBuffer:
case <-c.quit:
return
}
} else {
// All values excluded, we go ahead and immediately
// return the buffer to the pool.
columnIteratorPoolPut(newBuffer)
}
}
// Error checks MUST occur after processing any returned data
// following io.Reader behavior.
if err == io.EOF {
break
}
if err != nil {
c.ch <- &columnIteratorBuffer{err: err}
return
}
}
}
}(col)
}
}
// At returns the current value from the iterator.
func (c *ColumnIterator) At() *IteratorResult {
return c.result
}
// Next returns the next matching value from the iterator.
// Returns nil when finished.
func (c *ColumnIterator) Next() bool {
t, v := c.next()
if t.Valid() {
c.result = c.makeResult(t, v)
return true
}
c.result = nil
return false
}
func (c *ColumnIterator) next() (RowNumber, parquet.Value) {
// Consume current buffer until exhausted
// then read another one from the channel.
if c.curr != nil {
for c.currN++; c.currN < len(c.curr.rowNumbers); {
t := c.curr.rowNumbers[c.currN]
if t.Valid() {
return t, c.curr.values[c.currN]
}
}
// Done with this buffer
columnIteratorPoolPut(c.curr)
c.curr = nil
}
if v, ok := <-c.ch; ok {
if v.err != nil {
c.err = v.err
return EmptyRowNumber(), parquet.Value{}
}
// Got next buffer, guaranteed to have at least 1 element
c.curr = v
c.currN = 0
return c.curr.rowNumbers[0], c.curr.values[0]
}
// Failed to read from the channel, means iterator is exhausted.
return EmptyRowNumber(), parquet.Value{}
}
// SeekTo moves this iterator to the next result that is greater than
// or equal to the given row number (and based on the given definition level)
func (c *ColumnIterator) Seek(to RowNumberWithDefinitionLevel) bool {
var at RowNumber
var v parquet.Value
// Because iteration happens in the background, we signal the row
// to skip to, and then read until we are at the right spot. The
// seek is best-effort and may have no effect if the iteration
// already further ahead, and there may already be older data
// in the buffer.
c.seekTo.Store(to.RowNumber)
for at, v = c.next(); at.Valid() && CompareRowNumbers(to.DefinitionLevel, at, to.RowNumber) < 0; {
at, v = c.next()
}
if at.Valid() {
c.result = c.makeResult(at, v)
return true
}
c.result = nil
return false
}
func (c *ColumnIterator) makeResult(t RowNumber, v parquet.Value) *IteratorResult {
r := columnIteratorResultPoolGet()
r.RowNumber = t
if c.selectAs != "" {
r.AppendValue(c.selectAs, v)
}
return r
}
func (c *ColumnIterator) Close() error {
close(c.quit)
return nil
}
func (c *ColumnIterator) Err() error {
return c.err
}
// JoinIterator joins two or more iterators for matches at the given definition level.
// I.e. joining at definitionLevel=0 means that each iterator must produce a result
// within the same root node.
type JoinIterator struct {
definitionLevel int
iters []Iterator
peeks []*IteratorResult
pred GroupPredicate
result *IteratorResult
}
var _ Iterator = (*JoinIterator)(nil)
func NewJoinIterator(definitionLevel int, iters []Iterator, pred GroupPredicate) *JoinIterator {
j := JoinIterator{
definitionLevel: definitionLevel,
iters: iters,
peeks: make([]*IteratorResult, len(iters)),
pred: pred,
}
return &j
}
func (j *JoinIterator) At() *IteratorResult {
return j.result
}
func (j *JoinIterator) Next() bool {
// Here is the algorithm for joins: On each pass of the iterators
// we remember which ones are pointing at the earliest rows. If all
// are the lowest (and therefore pointing at the same thing) then
// there is a successful join and return the result.
// Else we progress the iterators and try again.
// There is an optimization here in that we can seek to the highest
// row seen. It's impossible to have joins before that row.
for {
lowestRowNumber := MaxRowNumber()
highestRowNumber := EmptyRowNumber()
lowestIters := make([]int, 0, len(j.iters))
for iterNum := range j.iters {
res := j.peek(iterNum)
if res == nil {
// Iterator exhausted, no more joins possible
j.result = nil
return false
}
c := CompareRowNumbers(j.definitionLevel, res.RowNumber, lowestRowNumber)
switch c {
case -1:
// New lowest, reset
lowestIters = lowestIters[:0]
lowestRowNumber = res.RowNumber
fallthrough
case 0:
// Same, append
lowestIters = append(lowestIters, iterNum)
}
if CompareRowNumbers(j.definitionLevel, res.RowNumber, highestRowNumber) == 1 {
// New high water mark
highestRowNumber = res.RowNumber
}
}
// All iterators pointing at same row?
if len(lowestIters) == len(j.iters) {
// Get the data
result := j.collect(lowestRowNumber)
// Keep group?
if j.pred == nil || j.pred.KeepGroup(result) {
// Yes
j.result = result
return true
}
}
// Skip all iterators to the highest row seen, it's impossible
// to find matches before that.
j.seekAll(RowNumberWithDefinitionLevel{RowNumber: highestRowNumber, DefinitionLevel: j.definitionLevel})
}
}
func (j *JoinIterator) Seek(to RowNumberWithDefinitionLevel) bool {
j.seekAll(to)
return j.Next()
}
func (j *JoinIterator) seekAll(to RowNumberWithDefinitionLevel) {
to.RowNumber = TruncateRowNumber(to)
for iterNum, iter := range j.iters {
if j.peeks[iterNum] == nil || CompareRowNumbers(to.DefinitionLevel, j.peeks[iterNum].RowNumber, to.RowNumber) == -1 {
columnIteratorResultPoolPut(j.peeks[iterNum])
if iter.Seek(to) {
j.peeks[iterNum] = iter.At()
} else {
j.peeks[iterNum] = nil
}
}
}
}
func (j *JoinIterator) peek(iterNum int) *IteratorResult {
if j.peeks[iterNum] == nil {
if j.iters[iterNum].Next() {
j.peeks[iterNum] = j.iters[iterNum].At()
}
}
return j.peeks[iterNum]
}
// Collect data from the given iterators until they point at
// the next row (according to the configured definition level)
// or are exhausted.
func (j *JoinIterator) collect(rowNumber RowNumber) *IteratorResult {
result := columnIteratorResultPoolGet()
result.RowNumber = rowNumber
for i := range j.iters {
for j.peeks[i] != nil && CompareRowNumbers(j.definitionLevel, j.peeks[i].RowNumber, rowNumber) == 0 {
result.Append(j.peeks[i])
columnIteratorResultPoolPut(j.peeks[i])
if j.iters[i].Next() {
j.peeks[i] = j.iters[i].At()
} else {
j.peeks[i] = nil
}
}
}
return result
}
func (j *JoinIterator) Close() error {
var merr multierror.MultiError
for _, i := range j.iters {
merr.Add(i.Close())
}
return merr.Err()
}
func (j *JoinIterator) Err() error {
for _, i := range j.iters {
if err := i.Err(); err != nil {
return err
}
}
return nil
}
// UnionIterator produces all results for all given iterators. When iterators
// align to the same row, based on the configured definition level, then the results
// are returned together. Else the next matching iterator is returned.
type UnionIterator struct {
definitionLevel int
iters []Iterator
peeks []*IteratorResult
pred GroupPredicate
result *IteratorResult
}
var _ Iterator = (*UnionIterator)(nil)
func NewUnionIterator(definitionLevel int, iters []Iterator, pred GroupPredicate) *UnionIterator {
j := UnionIterator{
definitionLevel: definitionLevel,
iters: iters,
peeks: make([]*IteratorResult, len(iters)),
pred: pred,
}
return &j
}
func (u *UnionIterator) At() *IteratorResult {
return u.result
}
func (u *UnionIterator) Next() bool {
// Here is the algorithm for unions: On each pass of the iterators
// we remember which ones are pointing at the earliest same row. The
// lowest iterators are then collected and a result is produced. Keep
// going until all iterators are exhausted.
for {
lowestRowNumber := MaxRowNumber()
lowestIters := make([]int, 0, len(u.iters))
for iterNum := range u.iters {
rn := u.peek(iterNum)
// If this iterator is exhausted go to the next one
if rn == nil {
continue
}
c := CompareRowNumbers(u.definitionLevel, rn.RowNumber, lowestRowNumber)
switch c {
case -1:
// New lowest
lowestIters = lowestIters[:0]
lowestRowNumber = rn.RowNumber
fallthrough
case 0:
// Same
lowestIters = append(lowestIters, iterNum)
}
}
// Consume lowest iterators
result := u.collect(lowestIters, lowestRowNumber)
// After each pass it is guaranteed to have found something
// from at least one iterator, or all are exhausted
if len(lowestIters) > 0 {
if u.pred != nil && !u.pred.KeepGroup(result) {
continue
}
u.result = result
return true
}
// All exhausted
u.result = nil
return false
}
}
func (u *UnionIterator) Seek(to RowNumberWithDefinitionLevel) bool {
to.RowNumber = TruncateRowNumber(to)
for iterNum, iter := range u.iters {
if p := u.peeks[iterNum]; p == nil || CompareRowNumbers(to.DefinitionLevel, p.RowNumber, to.RowNumber) == -1 {
if iter.Seek(to) {
u.peeks[iterNum] = iter.At()
} else {
u.peeks[iterNum] = nil
}
}
}
return u.Next()
}
func (u *UnionIterator) peek(iterNum int) *IteratorResult {
if u.peeks[iterNum] == nil {
if u.iters[iterNum].Next() {
u.peeks[iterNum] = u.iters[iterNum].At()
}
}
return u.peeks[iterNum]
}
// Collect data from the given iterators until they point at
// the next row (according to the configured definition level)
// or are exhausted.
func (u *UnionIterator) collect(iterNums []int, rowNumber RowNumber) *IteratorResult {
result := columnIteratorResultPoolGet()
result.RowNumber = rowNumber
for _, iterNum := range iterNums {
for u.peeks[iterNum] != nil && CompareRowNumbers(u.definitionLevel, u.peeks[iterNum].RowNumber, rowNumber) == 0 {
result.Append(u.peeks[iterNum])
columnIteratorResultPoolPut(u.peeks[iterNum])
if u.iters[iterNum].Next() {
u.peeks[iterNum] = u.iters[iterNum].At()
}
}
}
return result
}
func (u *UnionIterator) Err() error {
for _, i := range u.iters {
if err := i.Err(); err != nil {
return err
}
}
return nil
}
func (u *UnionIterator) Close() error {
var merr multierror.MultiError
for _, i := range u.iters {
merr.Add(i.Close())
}
return merr.Err()
}
type GroupPredicate interface {
KeepGroup(*IteratorResult) bool
}
// KeyValueGroupPredicate takes key/value pairs and checks if the
// group contains all of them. This is the only predicate/iterator
// that is knowledgable about our trace or search contents. I'd like
// to change that and make it generic, but it's quite complex and not
// figured it out yet.
type KeyValueGroupPredicate struct {
keys [][]byte
vals [][]byte
buffer [][]parquet.Value
}
var _ GroupPredicate = (*KeyValueGroupPredicate)(nil)
func NewKeyValueGroupPredicate(keys, values []string) *KeyValueGroupPredicate {
// Pre-convert all to bytes
p := &KeyValueGroupPredicate{}
for _, k := range keys {
p.keys = append(p.keys, []byte(k))
}
for _, v := range values {
p.vals = append(p.vals, []byte(v))
}
return p
}
// KeepGroup checks if the given group contains all of the requested
// key/value pairs.
func (a *KeyValueGroupPredicate) KeepGroup(group *IteratorResult) bool {
a.buffer = group.Columns(a.buffer, "keys", "values")
keys, vals := a.buffer[0], a.buffer[1]
if len(keys) < len(a.keys) || len(keys) != len(vals) {
// Missing data or unsatisfiable condition
return false
}
for i := 0; i < len(a.keys); i++ {
k := a.keys[i]
v := a.vals[i]
// Make sure k and v exist somewhere
found := false
for j := 0; j < len(keys) && j < len(vals); j++ {
if bytes.Equal(k, keys[j].ByteArray()) && bytes.Equal(v, vals[j].ByteArray()) {
found = true
break
}
}
if !found {
return false
}
}
return true
}
type RowGetter interface {
RowNumber() int64
}
type RowNumberIterator[T any] struct {
iter.Iterator[T]
current *IteratorResult
err error
}
func NewRowNumberIterator[T any](iter iter.Iterator[T]) *RowNumberIterator[T] {
return &RowNumberIterator[T]{
Iterator: iter,
}
}
func (r *RowNumberIterator[T]) Next() bool {
if !r.Iterator.Next() {
return false
}
r.current = columnIteratorResultPoolGet()
r.current.Reset()
rowGetter, ok := any(r.Iterator.At()).(RowGetter)
if !ok {
if r.err == nil {
r.err = fmt.Errorf("row number iterator: %T does not implement RowGetter", r.Iterator.At())
}
return false
}
r.current.RowNumber = RowNumber{rowGetter.RowNumber(), -1, -1, -1, -1, -1}
r.current.Entries = append(r.current.Entries, struct {
k string
V parquet.Value
RowValue interface{}
}{
RowValue: r.Iterator.At(),
})
return true
}
func (r *RowNumberIterator[T]) At() *IteratorResult {
return r.current
}
func (r *RowNumberIterator[T]) Err() error {
if r.err != nil {
return r.err
}
return r.Iterator.Err()
}
func (r *RowNumberIterator[T]) Seek(to RowNumberWithDefinitionLevel) bool {
for CompareRowNumbers(0, r.current.RowNumber, to.RowNumber) == -1 {
if !r.Next() {
return false
}
}
return true
}