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scan.go
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scan.go
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package deltago
import (
"io"
"github.com/csimplestring/delta-go/action"
"github.com/csimplestring/delta-go/internal/util"
"github.com/csimplestring/delta-go/internal/util/path"
"github.com/csimplestring/delta-go/iter"
expr "github.com/csimplestring/delta-go/types"
mapset "github.com/deckarep/golang-set/v2"
"github.com/rotisserie/eris"
"github.com/samber/mo"
)
// Scan provides access to an iterator over the files in this snapshot.
// Typically created with a read predicate Expression to let users filter files.
// Please note filtering is only supported on partition columns and
// users should use getResidualPredicate() to check for any unapplied portion of the input predicate.
type Scan interface {
// Creates a CloseableIterator over files belonging to this snapshot.
// There is no iteration ordering guarantee among files.
// Files returned are guaranteed to satisfy the predicate, if any, returned by getPushedPredicate().
// Returns:
// a CloseableIterator over the files in this snapshot that satisfy getPushedPredicate()
Files() (iter.Iter[*action.AddFile], error)
// InputPredicate Returns the input predicate passed in by the user
InputPredicate() expr.Expression
// PushedPredicate Returns portion of the input predicate that can be evaluated by Delta Standalone
// using only metadata (filters on partition columns).
// Files returned by Files() are guaranteed to satisfy the pushed predicate, and the caller doesn’t need to apply them again on the returned files.
PushedPredicate() expr.Expression
// ResidualPredicate Returns portion of the input predicate that may not be fully applied.
// Files returned by Files() are not guaranteed to satisfy the residual predicate, and the caller should still apply them on the returned files.
ResidualPredicate() expr.Expression
}
type accepter interface {
accept(addFile *action.AddFile) bool
}
type dummyAccepter struct {
result bool
}
func (d *dummyAccepter) accept(addFile *action.AddFile) bool {
return d.result
}
type scan struct {
replay *MemoryOptimizedLogReplay
fileAccepter accepter
config Config
}
func (s *scan) Files() (iter.Iter[*action.AddFile], error) {
return &scanFileIterator{
iter: s.replay.GetReverseIterator(),
addFiles: mapset.NewSet[string](),
tombstones: mapset.NewSet[string](),
nextMatching: mo.None[*action.AddFile](),
config: s.config,
fileAccepter: s.fileAccepter,
}, nil
}
func (s *scan) InputPredicate() expr.Expression {
return nil
}
func (s *scan) PushedPredicate() expr.Expression {
return nil
}
func (s *scan) ResidualPredicate() expr.Expression {
return nil
}
type scanFileIterator struct {
iter iter.Iter[*replayTuple]
addFiles mapset.Set[string]
tombstones mapset.Set[string]
nextMatching mo.Option[*action.AddFile]
config Config
fileAccepter accepter
}
func (s *scanFileIterator) findNextValid() (mo.Option[*action.AddFile], error) {
var err error
for tuple, err := s.iter.Next(); err == nil; tuple, err = s.iter.Next() {
isCheckpoint := tuple.fromCheckpoint
switch a := tuple.act.(type) {
case *action.AddFile:
canonicalPath, err := path.Canonicalize(a.Path, s.config.StoreType)
if err != nil {
return mo.None[*action.AddFile](), err
}
canonicalizeAdd := a.Copy(false, canonicalPath)
alreadyDeleted := s.tombstones.Contains(canonicalizeAdd.Path)
alreadyReturned := s.addFiles.Contains(canonicalizeAdd.Path)
if !alreadyReturned {
if !isCheckpoint {
s.addFiles.Add(canonicalizeAdd.Path)
}
if !alreadyDeleted {
return mo.Some(canonicalizeAdd), nil
}
}
case *action.RemoveFile:
if !isCheckpoint {
canonicalPath, err := path.Canonicalize(a.Path, s.config.StoreType)
if err != nil {
return mo.None[*action.AddFile](), err
}
canonicalizeRemove := a.Copy(false, canonicalPath)
s.tombstones.Add(canonicalizeRemove.Path)
}
}
}
if err != nil && err != io.EOF {
return mo.None[*action.AddFile](), eris.Wrap(err, "")
}
return mo.None[*action.AddFile](), nil
}
func (s *scanFileIterator) setNextMatching() error {
nextValid, err := s.findNextValid()
if err != nil {
return eris.Wrap(err, "")
}
for nextValid.IsPresent() {
if s.fileAccepter.accept(nextValid.MustGet()) {
s.nextMatching = nextValid
return nil
}
nextValid, err = s.findNextValid()
if err != nil {
return eris.Wrap(err, "")
}
}
s.nextMatching = mo.None[*action.AddFile]()
return nil
}
func (s *scanFileIterator) hasNext() bool {
if s.nextMatching.IsAbsent() {
s.setNextMatching()
}
return s.nextMatching.IsPresent()
}
func (s *scanFileIterator) Next() (*action.AddFile, error) {
if !s.hasNext() {
return nil, io.EOF
}
// val ret = nextMatching.get
// nextMatching = None
// ret
ret := s.nextMatching.MustGet()
s.nextMatching = mo.None[*action.AddFile]()
return ret, nil
}
func (s *scanFileIterator) Close() error {
return s.iter.Close()
}
type filteredScanAccepter struct {
metadataConjunction mo.Option[expr.Expression]
partitionSchema *expr.StructType
}
func (f *filteredScanAccepter) accept(addFile *action.AddFile) bool {
if f.metadataConjunction.IsAbsent() {
return true
}
r := &PartitionRowRecord{
partitionSchema: f.partitionSchema,
partitionValues: addFile.PartitionValues,
}
result, err := f.metadataConjunction.MustGet().Eval(r)
if err != nil {
panic(err) // TODO do not panic here
}
return result.(bool)
}
type filteredScan struct {
s *scan
exp expr.Expression
metadataConjunction expr.Expression
dataConjunction expr.Expression
partitionSchema *expr.StructType
}
func newFilteredScan(replay *MemoryOptimizedLogReplay, config Config, exp expr.Expression, partitionSchema *expr.StructType) (*filteredScan, error) {
// extract
metadataConjunction, dataConjunction := util.SplitMetadataAndDataPredicates(exp, partitionSchema.FieldNames())
s := &scan{
replay: replay,
fileAccepter: &filteredScanAccepter{
metadataConjunction: metadataConjunction,
partitionSchema: partitionSchema,
},
config: config,
}
f := &filteredScan{
s: s,
exp: exp,
metadataConjunction: metadataConjunction.OrEmpty(),
dataConjunction: dataConjunction.OrEmpty(),
partitionSchema: partitionSchema,
}
return f, nil
}
func (f *filteredScan) Files() (iter.Iter[*action.AddFile], error) {
return f.s.Files()
}
func (f *filteredScan) InputPredicate() expr.Expression {
return f.exp
}
func (f *filteredScan) PushedPredicate() expr.Expression {
return f.metadataConjunction
}
func (f *filteredScan) ResidualPredicate() expr.Expression {
return f.dataConjunction
}