mirror of
https://github.com/VictoriaMetrics/VictoriaMetrics.git
synced 2024-11-21 14:44:00 +00:00
7a62eefa34
This allows reducing the amounts of data, which must be read during queries over logs with big number of fields (aka "wide events"). This, in turn, improves query performance when the data, which needs to be scanned during the query, doesn't fit OS page cache.
658 lines
15 KiB
Go
658 lines
15 KiB
Go
package logstorage
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import (
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"fmt"
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"sort"
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"sync"
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"time"
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"github.com/VictoriaMetrics/VictoriaMetrics/lib/encoding"
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"github.com/VictoriaMetrics/VictoriaMetrics/lib/logger"
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"github.com/VictoriaMetrics/VictoriaMetrics/lib/slicesutil"
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)
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// block represents a block of log entries.
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type block struct {
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// timestamps contains timestamps for log entries.
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timestamps []int64
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// columns contains values for fields seen in log entries.
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columns []column
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// constColumns contains fields with constant values across all the block entries.
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constColumns []Field
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}
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func (b *block) reset() {
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b.timestamps = b.timestamps[:0]
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cs := b.columns
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for i := range cs {
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cs[i].reset()
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}
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b.columns = cs[:0]
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ccs := b.constColumns
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for i := range ccs {
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ccs[i].Reset()
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}
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b.constColumns = ccs[:0]
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}
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// uncompressedSizeBytes returns the total size of the origianl log entries stored in b.
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//
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// It is supposed that every log entry has the following format:
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//
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// 2006-01-02T15:04:05.999999999Z07:00 field1=value1 ... fieldN=valueN
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func (b *block) uncompressedSizeBytes() uint64 {
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rowsCount := uint64(b.Len())
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// Take into account timestamps
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n := rowsCount * uint64(len(time.RFC3339Nano))
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// Take into account columns
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cs := b.columns
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for i := range cs {
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c := &cs[i]
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nameLen := uint64(len(c.name))
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if nameLen == 0 {
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nameLen = uint64(len("_msg"))
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}
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for _, v := range c.values {
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if len(v) > 0 {
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n += nameLen + 2 + uint64(len(v))
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}
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}
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}
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// Take into account constColumns
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ccs := b.constColumns
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for i := range ccs {
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cc := &ccs[i]
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nameLen := uint64(len(cc.Name))
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if nameLen == 0 {
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nameLen = uint64(len("_msg"))
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}
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n += rowsCount * (2 + nameLen + uint64(len(cc.Value)))
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}
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return n
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}
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// uncompressedRowsSizeBytes returns the size of the uncompressed rows.
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//
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// It is supposed that every row has the following format:
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//
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// 2006-01-02T15:04:05.999999999Z07:00 field1=value1 ... fieldN=valueN
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func uncompressedRowsSizeBytes(rows [][]Field) uint64 {
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n := uint64(0)
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for _, fields := range rows {
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n += uncompressedRowSizeBytes(fields)
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}
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return n
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}
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// uncompressedRowSizeBytes returns the size of uncompressed row.
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//
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// It is supposed that the row has the following format:
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//
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// 2006-01-02T15:04:05.999999999Z07:00 field1=value1 ... fieldN=valueN
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func uncompressedRowSizeBytes(fields []Field) uint64 {
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n := uint64(len(time.RFC3339Nano)) // log timestamp
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for _, f := range fields {
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nameLen := len(f.Name)
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if nameLen == 0 {
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nameLen = len("_msg")
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}
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n += uint64(2 + nameLen + len(f.Value))
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}
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return n
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}
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// column contains values for the given field name seen in log entries.
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type column struct {
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// name is the field name
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name string
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// values is the values seen for the given log entries.
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values []string
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}
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func (c *column) reset() {
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c.name = ""
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clear(c.values)
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c.values = c.values[:0]
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}
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func (c *column) canStoreInConstColumn() bool {
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values := c.values
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if len(values) == 0 {
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return true
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}
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value := values[0]
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if len(value) > maxConstColumnValueSize {
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return false
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}
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for _, v := range values[1:] {
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if value != v {
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return false
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}
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}
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return true
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}
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func (c *column) resizeValues(valuesLen int) []string {
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c.values = slicesutil.SetLength(c.values, valuesLen)
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return c.values
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}
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// mustWriteTo writes c to sw and updates ch accordingly.
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//
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// ch is valid until c is changed.
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func (c *column) mustWriteTo(ch *columnHeader, sw *streamWriters) {
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ch.reset()
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ch.name = c.name
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bloomValuesWriter := sw.getBloomValuesWriterForColumnName(ch.name)
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// encode values
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ve := getValuesEncoder()
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ch.valueType, ch.minValue, ch.maxValue = ve.encode(c.values, &ch.valuesDict)
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bb := longTermBufPool.Get()
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defer longTermBufPool.Put(bb)
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// marshal values
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bb.B = marshalStringsBlock(bb.B[:0], ve.values)
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putValuesEncoder(ve)
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ch.valuesSize = uint64(len(bb.B))
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if ch.valuesSize > maxValuesBlockSize {
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logger.Panicf("BUG: too valuesSize: %d bytes; mustn't exceed %d bytes", ch.valuesSize, maxValuesBlockSize)
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}
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ch.valuesOffset = bloomValuesWriter.values.bytesWritten
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bloomValuesWriter.values.MustWrite(bb.B)
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// create and marshal bloom filter for c.values
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if ch.valueType != valueTypeDict {
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hashesBuf := encoding.GetUint64s(0)
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hashesBuf.A = tokenizeHashes(hashesBuf.A[:0], c.values)
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bb.B = bloomFilterMarshalHashes(bb.B[:0], hashesBuf.A)
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encoding.PutUint64s(hashesBuf)
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} else {
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// there is no need in ecoding bloom filter for dictionary type,
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// since it isn't used during querying - all the dictionary values are available in ch.valuesDict
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bb.B = bb.B[:0]
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}
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ch.bloomFilterSize = uint64(len(bb.B))
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if ch.bloomFilterSize > maxBloomFilterBlockSize {
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logger.Panicf("BUG: too big bloomFilterSize: %d bytes; mustn't exceed %d bytes", ch.bloomFilterSize, maxBloomFilterBlockSize)
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}
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ch.bloomFilterOffset = bloomValuesWriter.bloom.bytesWritten
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bloomValuesWriter.bloom.MustWrite(bb.B)
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}
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func (b *block) assertValid() {
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// Check that timestamps are in ascending order
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timestamps := b.timestamps
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for i := 1; i < len(timestamps); i++ {
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if timestamps[i-1] > timestamps[i] {
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logger.Panicf("BUG: log entries must be sorted by timestamp; got the previous entry with bigger timestamp %d than the current entry with timestamp %d",
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timestamps[i-1], timestamps[i])
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}
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}
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// Check that the number of items in each column matches the number of items in the block.
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itemsCount := len(timestamps)
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columns := b.columns
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for _, c := range columns {
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if len(c.values) != itemsCount {
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logger.Panicf("BUG: unexpected number of values for column %q: got %d; want %d", c.name, len(c.values), itemsCount)
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}
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}
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}
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// MustInitFromRows initializes b from the given timestamps and rows.
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//
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// It is expected that timestamps are sorted.
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//
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// b is valid until rows are changed.
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func (b *block) MustInitFromRows(timestamps []int64, rows [][]Field) {
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b.reset()
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assertTimestampsSorted(timestamps)
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b.timestamps = append(b.timestamps, timestamps...)
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b.mustInitFromRows(rows)
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b.sortColumnsByName()
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}
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// mustInitiFromRows initializes b from rows.
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//
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// b is valid until rows are changed.
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func (b *block) mustInitFromRows(rows [][]Field) {
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rowsLen := len(rows)
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if rowsLen == 0 {
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// Nothing to do
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return
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}
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if areSameFieldsInRows(rows) {
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// Fast path - all the log entries have the same fields
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fields := rows[0]
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for i := range fields {
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f := &fields[i]
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if canStoreInConstColumn(rows, i) {
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cc := b.extendConstColumns()
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cc.Name = f.Name
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cc.Value = f.Value
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} else {
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c := b.extendColumns()
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c.name = f.Name
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values := c.resizeValues(rowsLen)
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for j := range rows {
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values[j] = rows[j][i].Value
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}
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}
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}
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return
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}
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// Slow path - log entries contain different set of fields
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// Determine indexes for columns
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columnIdxs := getColumnIdxs()
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for i := range rows {
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fields := rows[i]
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for j := range fields {
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name := fields[j].Name
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if _, ok := columnIdxs[name]; !ok {
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columnIdxs[name] = len(columnIdxs)
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}
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}
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}
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// Initialize columns
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cs := b.resizeColumns(len(columnIdxs))
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for name, idx := range columnIdxs {
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c := &cs[idx]
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c.name = name
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c.resizeValues(rowsLen)
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}
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// Write rows to block
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for i := range rows {
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for _, f := range rows[i] {
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idx := columnIdxs[f.Name]
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cs[idx].values[i] = f.Value
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}
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}
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putColumnIdxs(columnIdxs)
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// Detect const columns
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for i := len(cs) - 1; i >= 0; i-- {
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c := &cs[i]
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if !c.canStoreInConstColumn() {
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continue
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}
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cc := b.extendConstColumns()
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cc.Name = c.name
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cc.Value = c.values[0]
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c.reset()
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if i < len(cs)-1 {
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swapColumns(c, &cs[len(cs)-1])
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}
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cs = cs[:len(cs)-1]
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}
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b.columns = cs
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}
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func swapColumns(a, b *column) {
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*a, *b = *b, *a
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}
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func canStoreInConstColumn(rows [][]Field, colIdx int) bool {
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if len(rows) == 0 {
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return true
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}
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value := rows[0][colIdx].Value
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if len(value) > maxConstColumnValueSize {
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return false
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}
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rows = rows[1:]
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for i := range rows {
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if value != rows[i][colIdx].Value {
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return false
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}
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}
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return true
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}
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func assertTimestampsSorted(timestamps []int64) {
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for i := range timestamps {
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if i > 0 && timestamps[i-1] > timestamps[i] {
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logger.Panicf("BUG: log entries must be sorted by timestamp; got the previous entry with bigger timestamp %d than the current entry with timestamp %d",
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timestamps[i-1], timestamps[i])
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}
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}
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}
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func (b *block) extendConstColumns() *Field {
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ccs := b.constColumns
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if cap(ccs) > len(ccs) {
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ccs = ccs[:len(ccs)+1]
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} else {
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ccs = append(ccs, Field{})
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}
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b.constColumns = ccs
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return &ccs[len(ccs)-1]
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}
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func (b *block) extendColumns() *column {
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cs := b.columns
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if cap(cs) > len(cs) {
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cs = cs[:len(cs)+1]
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} else {
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cs = append(cs, column{})
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}
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b.columns = cs
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return &cs[len(cs)-1]
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}
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func (b *block) resizeColumns(columnsLen int) []column {
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b.columns = slicesutil.SetLength(b.columns, columnsLen)
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return b.columns
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}
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func (b *block) sortColumnsByName() {
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if len(b.columns)+len(b.constColumns) > maxColumnsPerBlock {
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logger.Panicf("BUG: too big number of columns detected in the block: %d; the number of columns mustn't exceed %d",
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len(b.columns)+len(b.constColumns), maxColumnsPerBlock)
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}
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cs := getColumnsSorter()
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cs.columns = b.columns
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sort.Sort(cs)
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putColumnsSorter(cs)
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ccs := getConstColumnsSorter()
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ccs.columns = b.constColumns
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sort.Sort(ccs)
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putConstColumnsSorter(ccs)
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}
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// Len returns the number of log entries in b.
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func (b *block) Len() int {
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return len(b.timestamps)
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}
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// InitFromBlockData unmarshals bd to b.
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//
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// sbu and vd are used as a temporary storage for unmarshaled column values.
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//
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// The b becomes outdated after sbu or vd is reset.
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func (b *block) InitFromBlockData(bd *blockData, sbu *stringsBlockUnmarshaler, vd *valuesDecoder) error {
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b.reset()
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if bd.rowsCount > maxRowsPerBlock {
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return fmt.Errorf("too many entries found in the block: %d; mustn't exceed %d", bd.rowsCount, maxRowsPerBlock)
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}
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rowsCount := int(bd.rowsCount)
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// unmarshal timestamps
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td := &bd.timestampsData
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var err error
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b.timestamps, err = encoding.UnmarshalTimestamps(b.timestamps[:0], td.data, td.marshalType, td.minTimestamp, rowsCount)
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if err != nil {
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return fmt.Errorf("cannot unmarshal timestamps: %w", err)
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}
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// unmarshal columns
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cds := bd.columnsData
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cs := b.resizeColumns(len(cds))
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for i := range cds {
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cd := &cds[i]
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c := &cs[i]
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c.name = sbu.copyString(cd.name)
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c.values, err = sbu.unmarshal(c.values[:0], cd.valuesData, uint64(rowsCount))
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if err != nil {
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return fmt.Errorf("cannot unmarshal column %d: %w", i, err)
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}
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if err = vd.decodeInplace(c.values, cd.valueType, cd.valuesDict.values); err != nil {
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return fmt.Errorf("cannot decode column values: %w", err)
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}
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}
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// unmarshal constColumns
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b.constColumns = sbu.appendFields(b.constColumns[:0], bd.constColumns)
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return nil
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}
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// mustWriteTo writes b with the given sid to sw and updates bh accordingly.
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func (b *block) mustWriteTo(sid *streamID, bh *blockHeader, sw *streamWriters, g *columnNameIDGenerator) {
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b.assertValid()
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bh.reset()
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bh.streamID = *sid
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bh.uncompressedSizeBytes = b.uncompressedSizeBytes()
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bh.rowsCount = uint64(b.Len())
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// Marshal timestamps
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mustWriteTimestampsTo(&bh.timestampsHeader, b.timestamps, sw)
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// Marshal columns
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cs := b.columns
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csh := getColumnsHeader()
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chs := csh.resizeColumnHeaders(len(cs))
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for i := range cs {
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cs[i].mustWriteTo(&chs[i], sw)
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}
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csh.constColumns = append(csh.constColumns[:0], b.constColumns...)
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csh.mustWriteTo(bh, sw, g)
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putColumnsHeader(csh)
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}
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// appendRowsTo appends log entries from b to dst.
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func (b *block) appendRowsTo(dst *rows) {
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// copy timestamps
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dst.timestamps = append(dst.timestamps, b.timestamps...)
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// copy columns
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fieldsBuf := dst.fieldsBuf
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ccs := b.constColumns
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cs := b.columns
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for i := range b.timestamps {
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fieldsLen := len(fieldsBuf)
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// copy const columns
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fieldsBuf = append(fieldsBuf, ccs...)
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// copy other columns
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for j := range cs {
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c := &cs[j]
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value := c.values[i]
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if len(value) == 0 {
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continue
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}
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fieldsBuf = append(fieldsBuf, Field{
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Name: c.name,
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Value: value,
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})
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}
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dst.rows = append(dst.rows, fieldsBuf[fieldsLen:])
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}
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dst.fieldsBuf = fieldsBuf
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}
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func areSameFieldsInRows(rows [][]Field) bool {
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if len(rows) < 2 {
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return true
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}
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fields := rows[0]
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// Verify that all the field names are unique
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m := getFieldsSet()
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for i := range fields {
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f := &fields[i]
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if _, ok := m[f.Name]; ok {
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// Field name isn't unique
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return false
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}
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m[f.Name] = struct{}{}
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}
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putFieldsSet(m)
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// Verify that all the fields are the same across rows
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rows = rows[1:]
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for i := range rows {
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leFields := rows[i]
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if len(fields) != len(leFields) {
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return false
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}
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for j := range leFields {
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if leFields[j].Name != fields[j].Name {
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return false
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}
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}
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}
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return true
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}
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func getFieldsSet() map[string]struct{} {
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v := fieldsSetPool.Get()
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if v == nil {
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return make(map[string]struct{})
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}
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return v.(map[string]struct{})
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}
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func putFieldsSet(m map[string]struct{}) {
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clear(m)
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fieldsSetPool.Put(m)
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}
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var fieldsSetPool sync.Pool
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var columnIdxsPool sync.Pool
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func getColumnIdxs() map[string]int {
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v := columnIdxsPool.Get()
|
|
if v == nil {
|
|
return make(map[string]int)
|
|
}
|
|
return v.(map[string]int)
|
|
}
|
|
|
|
func putColumnIdxs(m map[string]int) {
|
|
clear(m)
|
|
columnIdxsPool.Put(m)
|
|
}
|
|
|
|
func getBlock() *block {
|
|
v := blockPool.Get()
|
|
if v == nil {
|
|
return &block{}
|
|
}
|
|
return v.(*block)
|
|
}
|
|
|
|
func putBlock(b *block) {
|
|
b.reset()
|
|
blockPool.Put(b)
|
|
}
|
|
|
|
var blockPool sync.Pool
|
|
|
|
type columnsSorter struct {
|
|
columns []column
|
|
}
|
|
|
|
func (cs *columnsSorter) reset() {
|
|
cs.columns = nil
|
|
}
|
|
|
|
func (cs *columnsSorter) Len() int {
|
|
return len(cs.columns)
|
|
}
|
|
|
|
func (cs *columnsSorter) Less(i, j int) bool {
|
|
columns := cs.columns
|
|
return columns[i].name < columns[j].name
|
|
}
|
|
|
|
func (cs *columnsSorter) Swap(i, j int) {
|
|
columns := cs.columns
|
|
columns[i], columns[j] = columns[j], columns[i]
|
|
}
|
|
|
|
func getColumnsSorter() *columnsSorter {
|
|
v := columnsSorterPool.Get()
|
|
if v == nil {
|
|
return &columnsSorter{}
|
|
}
|
|
return v.(*columnsSorter)
|
|
}
|
|
|
|
func putColumnsSorter(cs *columnsSorter) {
|
|
cs.reset()
|
|
columnsSorterPool.Put(cs)
|
|
}
|
|
|
|
var columnsSorterPool sync.Pool
|
|
|
|
type constColumnsSorter struct {
|
|
columns []Field
|
|
}
|
|
|
|
func (ccs *constColumnsSorter) reset() {
|
|
ccs.columns = nil
|
|
}
|
|
|
|
func (ccs *constColumnsSorter) Len() int {
|
|
return len(ccs.columns)
|
|
}
|
|
|
|
func (ccs *constColumnsSorter) Less(i, j int) bool {
|
|
columns := ccs.columns
|
|
return columns[i].Name < columns[j].Name
|
|
}
|
|
|
|
func (ccs *constColumnsSorter) Swap(i, j int) {
|
|
columns := ccs.columns
|
|
columns[i], columns[j] = columns[j], columns[i]
|
|
}
|
|
|
|
func getConstColumnsSorter() *constColumnsSorter {
|
|
v := constColumnsSorterPool.Get()
|
|
if v == nil {
|
|
return &constColumnsSorter{}
|
|
}
|
|
return v.(*constColumnsSorter)
|
|
}
|
|
|
|
func putConstColumnsSorter(ccs *constColumnsSorter) {
|
|
ccs.reset()
|
|
constColumnsSorterPool.Put(ccs)
|
|
}
|
|
|
|
var constColumnsSorterPool sync.Pool
|
|
|
|
// mustWriteTimestampsTo writes timestamps to sw and updates th accordingly
|
|
func mustWriteTimestampsTo(th *timestampsHeader, timestamps []int64, sw *streamWriters) {
|
|
th.reset()
|
|
|
|
bb := longTermBufPool.Get()
|
|
bb.B, th.marshalType, th.minTimestamp = encoding.MarshalTimestamps(bb.B[:0], timestamps, 64)
|
|
if len(bb.B) > maxTimestampsBlockSize {
|
|
logger.Panicf("BUG: too big block with timestamps: %d bytes; the maximum supported size is %d bytes", len(bb.B), maxTimestampsBlockSize)
|
|
}
|
|
th.maxTimestamp = timestamps[len(timestamps)-1]
|
|
th.blockOffset = sw.timestampsWriter.bytesWritten
|
|
th.blockSize = uint64(len(bb.B))
|
|
sw.timestampsWriter.MustWrite(bb.B)
|
|
longTermBufPool.Put(bb)
|
|
}
|