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multi_row_group.go
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multi_row_group.go
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package parquet
import (
"io"
)
// MultiRowGroup wraps multiple row groups to appear as if it was a single
// RowGroup. RowGroups must have the same schema or it will error.
func MultiRowGroup(rowGroups ...RowGroup) RowGroup {
return newMultiRowGroup(ReadModeSync, rowGroups...)
}
func newMultiRowGroup(pageReadMode ReadMode, rowGroups ...RowGroup) RowGroup {
if len(rowGroups) == 0 {
return &emptyRowGroup{}
}
if len(rowGroups) == 1 {
return rowGroups[0]
}
schema, err := compatibleSchemaOf(rowGroups)
if err != nil {
panic(err)
}
rowGroupsCopy := make([]RowGroup, len(rowGroups))
copy(rowGroupsCopy, rowGroups)
c := &multiRowGroup{
pageReadMode: pageReadMode,
}
c.init(schema, rowGroupsCopy)
return c
}
func (c *multiRowGroup) init(schema *Schema, rowGroups []RowGroup) error {
columns := make([]multiColumnChunk, len(schema.Columns()))
rowGroupColumnChunks := make([][]ColumnChunk, len(rowGroups))
for i, rowGroup := range rowGroups {
rowGroupColumnChunks[i] = rowGroup.ColumnChunks()
}
for i := range columns {
columns[i].rowGroup = c
columns[i].column = i
columns[i].chunks = make([]ColumnChunk, len(rowGroupColumnChunks))
for j, columnChunks := range rowGroupColumnChunks {
columns[i].chunks[j] = columnChunks[i]
}
}
c.schema = schema
c.rowGroups = rowGroups
c.columns = make([]ColumnChunk, len(columns))
for i := range columns {
c.columns[i] = &columns[i]
}
return nil
}
func compatibleSchemaOf(rowGroups []RowGroup) (*Schema, error) {
schema := rowGroups[0].Schema()
// Fast path: Many times all row groups have the exact same schema so a
// pointer comparison is cheaper.
samePointer := true
for _, rowGroup := range rowGroups[1:] {
if rowGroup.Schema() != schema {
samePointer = false
break
}
}
if samePointer {
return schema, nil
}
// Slow path: The schema pointers are not the same, but they still have to
// be compatible.
for _, rowGroup := range rowGroups[1:] {
if !nodesAreEqual(schema, rowGroup.Schema()) {
return nil, ErrRowGroupSchemaMismatch
}
}
return schema, nil
}
type multiRowGroup struct {
schema *Schema
rowGroups []RowGroup
columns []ColumnChunk
pageReadMode ReadMode
}
func (c *multiRowGroup) NumRows() (numRows int64) {
for _, rowGroup := range c.rowGroups {
numRows += rowGroup.NumRows()
}
return numRows
}
func (c *multiRowGroup) ColumnChunks() []ColumnChunk { return c.columns }
func (c *multiRowGroup) SortingColumns() []SortingColumn { return nil }
func (c *multiRowGroup) Schema() *Schema { return c.schema }
func (c *multiRowGroup) Rows() Rows { return newRowGroupRows(c, c.pageReadMode) }
type multiColumnChunk struct {
rowGroup *multiRowGroup
column int
chunks []ColumnChunk
}
func (c *multiColumnChunk) Type() Type {
if len(c.chunks) != 0 {
return c.chunks[0].Type() // all chunks should be of the same type
}
return nil
}
func (c *multiColumnChunk) NumValues() int64 {
n := int64(0)
for i := range c.chunks {
n += c.chunks[i].NumValues()
}
return n
}
func (c *multiColumnChunk) Column() int {
return c.column
}
func (c *multiColumnChunk) Pages() Pages {
return &multiPages{column: c}
}
func (c *multiColumnChunk) ColumnIndex() (ColumnIndex, error) {
// TODO: implement
return nil, nil
}
func (c *multiColumnChunk) OffsetIndex() (OffsetIndex, error) {
// TODO: implement
return nil, nil
}
func (c *multiColumnChunk) BloomFilter() BloomFilter {
return multiBloomFilter{c}
}
type multiBloomFilter struct{ *multiColumnChunk }
func (f multiBloomFilter) ReadAt(b []byte, off int64) (int, error) {
// TODO: add a test for this function
i := 0
for i < len(f.chunks) {
if r := f.chunks[i].BloomFilter(); r != nil {
size := r.Size()
if off < size {
break
}
off -= size
}
i++
}
if i == len(f.chunks) {
return 0, io.EOF
}
rn := int(0)
for len(b) > 0 {
if r := f.chunks[i].BloomFilter(); r != nil {
n, err := r.ReadAt(b, off)
rn += n
if err != nil {
return rn, err
}
if b = b[n:]; len(b) == 0 {
return rn, nil
}
off += int64(n)
}
i++
}
if i == len(f.chunks) {
return rn, io.EOF
}
return rn, nil
}
func (f multiBloomFilter) Size() int64 {
size := int64(0)
for _, c := range f.chunks {
if b := c.BloomFilter(); b != nil {
size += b.Size()
}
}
return size
}
func (f multiBloomFilter) Check(v Value) (bool, error) {
for _, c := range f.chunks {
if b := c.BloomFilter(); b != nil {
if ok, err := b.Check(v); ok || err != nil {
return ok, err
}
}
}
return false, nil
}
type multiPages struct {
pages Pages
index int
column *multiColumnChunk
}
func (m *multiPages) ReadPage() (Page, error) {
for {
if m.pages != nil {
p, err := m.pages.ReadPage()
if err == nil || err != io.EOF {
return p, err
}
if err := m.pages.Close(); err != nil {
return nil, err
}
m.pages = nil
}
if m.column == nil || m.index == len(m.column.chunks) {
return nil, io.EOF
}
m.pages = m.column.chunks[m.index].Pages()
m.index++
}
}
func (m *multiPages) SeekToRow(rowIndex int64) error {
if m.column == nil {
return io.ErrClosedPipe
}
if m.pages != nil {
if err := m.pages.Close(); err != nil {
return err
}
}
rowGroups := m.column.rowGroup.rowGroups
numRows := int64(0)
m.pages = nil
m.index = 0
for m.index < len(rowGroups) {
numRows = rowGroups[m.index].NumRows()
if rowIndex < numRows {
break
}
rowIndex -= numRows
m.index++
}
if m.index < len(rowGroups) {
m.pages = m.column.chunks[m.index].Pages()
m.index++
return m.pages.SeekToRow(rowIndex)
}
return nil
}
func (m *multiPages) Close() (err error) {
if m.pages != nil {
err = m.pages.Close()
}
m.pages = nil
m.index = 0
m.column = nil
return err
}