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schema.go
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schema.go
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// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use this file except in compliance
// with the License. You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing,
// software distributed under the License is distributed on an
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
// KIND, either express or implied. See the License for the
// specific language governing permissions and limitations
// under the License.
package iceberg
import (
"encoding/json"
"fmt"
"strings"
"sync/atomic"
"golang.org/x/exp/maps"
"golang.org/x/exp/slices"
)
// Schema is an Iceberg table schema, represented as a struct with
// multiple fields. The fields are only exported via accessor methods
// rather than exposing the slice directly in order to ensure a schema
// as immutable.
type Schema struct {
ID int `json:"schema-id"`
IdentifierFieldIDs []int `json:"identifier-field-ids"`
fields []NestedField
// the following maps are lazily populated as needed.
// rather than have lock contention with a mutex, we can use
// atomic pointers to Store/Load the values.
idToName atomic.Pointer[map[int]string]
idToField atomic.Pointer[map[int]NestedField]
nameToID atomic.Pointer[map[string]int]
nameToIDLower atomic.Pointer[map[string]int]
}
// NewSchema constructs a new schema with the provided ID
// and list of fields.
func NewSchema(id int, fields ...NestedField) *Schema {
return NewSchemaWithIdentifiers(id, []int{}, fields...)
}
// NewSchemaWithIdentifiers constructs a new schema with the provided ID
// and fields, along with a slice of field IDs to be listed as identifier
// fields.
func NewSchemaWithIdentifiers(id int, identifierIDs []int, fields ...NestedField) *Schema {
return &Schema{ID: id, fields: fields, IdentifierFieldIDs: identifierIDs}
}
func (s *Schema) String() string {
var b strings.Builder
b.WriteString("table {")
for _, f := range s.fields {
b.WriteString("\n\t")
b.WriteString(f.String())
}
b.WriteString("\n}")
return b.String()
}
func (s *Schema) lazyNameToID() (map[string]int, error) {
index := s.nameToID.Load()
if index != nil {
return *index, nil
}
idx, err := IndexByName(s)
if err != nil {
return nil, err
}
s.nameToID.Store(&idx)
return idx, nil
}
func (s *Schema) lazyIDToField() (map[int]NestedField, error) {
index := s.idToField.Load()
if index != nil {
return *index, nil
}
idx, err := IndexByID(s)
if err != nil {
return nil, err
}
s.idToField.Store(&idx)
return idx, nil
}
func (s *Schema) lazyIDToName() (map[int]string, error) {
index := s.idToName.Load()
if index != nil {
return *index, nil
}
idx, err := IndexNameByID(s)
if err != nil {
return nil, err
}
s.idToName.Store(&idx)
return idx, nil
}
func (s *Schema) lazyNameToIDLower() (map[string]int, error) {
index := s.nameToIDLower.Load()
if index != nil {
return *index, nil
}
idx, err := s.lazyNameToID()
if err != nil {
return nil, err
}
out := make(map[string]int)
for k, v := range idx {
out[strings.ToLower(k)] = v
}
s.nameToIDLower.Store(&out)
return out, nil
}
func (s *Schema) Type() string { return "struct" }
// AsStruct returns a Struct with the same fields as the schema which can
// then be used as a Type.
func (s *Schema) AsStruct() StructType { return StructType{FieldList: s.fields} }
func (s *Schema) NumFields() int { return len(s.fields) }
func (s *Schema) Field(i int) NestedField { return s.fields[i] }
func (s *Schema) Fields() []NestedField { return slices.Clone(s.fields) }
func (s *Schema) UnmarshalJSON(b []byte) error {
type Alias Schema
aux := struct {
Fields []NestedField `json:"fields"`
*Alias
}{Alias: (*Alias)(s)}
if err := json.Unmarshal(b, &aux); err != nil {
return err
}
s.fields = aux.Fields
if s.IdentifierFieldIDs == nil {
s.IdentifierFieldIDs = []int{}
}
return nil
}
func (s *Schema) MarshalJSON() ([]byte, error) {
if s.IdentifierFieldIDs == nil {
s.IdentifierFieldIDs = []int{}
}
type Alias Schema
return json.Marshal(struct {
Type string `json:"type"`
Fields []NestedField `json:"fields"`
*Alias
}{Type: "struct", Fields: s.fields, Alias: (*Alias)(s)})
}
// FindColumnName returns the name of the column identified by the
// passed in field id. The second return value reports whether or
// not the field id was found in the schema.
func (s *Schema) FindColumnName(fieldID int) (string, bool) {
idx, _ := s.lazyIDToName()
col, ok := idx[fieldID]
return col, ok
}
// FindFieldByName returns the field identified by the name given,
// the second return value will be false if no field by this name
// is found.
//
// Note: This search is done in a case sensitive manner. To perform
// a case insensitive search, use [*Schema.FindFieldByNameCaseInsensitive].
func (s *Schema) FindFieldByName(name string) (NestedField, bool) {
idx, _ := s.lazyNameToID()
id, ok := idx[name]
if !ok {
return NestedField{}, false
}
return s.FindFieldByID(id)
}
// FindFieldByNameCaseInsensitive is like [*Schema.FindFieldByName],
// but performs a case insensitive search.
func (s *Schema) FindFieldByNameCaseInsensitive(name string) (NestedField, bool) {
idx, _ := s.lazyNameToIDLower()
id, ok := idx[strings.ToLower(name)]
if !ok {
return NestedField{}, false
}
return s.FindFieldByID(id)
}
// FindFieldByID is like [*Schema.FindColumnName], but returns the whole
// field rather than just the field name.
func (s *Schema) FindFieldByID(id int) (NestedField, bool) {
idx, _ := s.lazyIDToField()
f, ok := idx[id]
return f, ok
}
// FindTypeByID is like [*Schema.FindFieldByID], but returns only the data
// type of the field.
func (s *Schema) FindTypeByID(id int) (Type, bool) {
f, ok := s.FindFieldByID(id)
if !ok {
return nil, false
}
return f.Type, true
}
// FindTypeByName is a convenience function for calling [*Schema.FindFieldByName],
// and then returning just the type.
func (s *Schema) FindTypeByName(name string) (Type, bool) {
f, ok := s.FindFieldByName(name)
if !ok {
return nil, false
}
return f.Type, true
}
// FindTypeByNameCaseInsensitive is like [*Schema.FindTypeByName] but
// performs a case insensitive search.
func (s *Schema) FindTypeByNameCaseInsensitive(name string) (Type, bool) {
f, ok := s.FindFieldByNameCaseInsensitive(name)
if !ok {
return nil, false
}
return f.Type, true
}
// Equals compares the fields and identifierIDs, but does not compare
// the schema ID itself.
func (s *Schema) Equals(other *Schema) bool {
if other == nil {
return false
}
if s == other {
return true
}
if len(s.fields) != len(other.fields) {
return false
}
if !slices.Equal(s.IdentifierFieldIDs, other.IdentifierFieldIDs) {
return false
}
return slices.EqualFunc(s.fields, other.fields, func(a, b NestedField) bool {
return a.Equals(b)
})
}
// HighestFieldID returns the value of the numerically highest field ID
// in this schema.
func (s *Schema) HighestFieldID() int {
id, _ := Visit[int](s, findLastFieldID{})
return id
}
type Void = struct{}
var void = Void{}
// Select creates a new schema with just the fields identified by name
// passed in the order they are provided. If caseSensitive is false,
// then fields will be identified by case insensitive search.
//
// An error is returned if a requested name cannot be found.
func (s *Schema) Select(caseSensitive bool, names ...string) (*Schema, error) {
ids := make(map[int]Void)
if caseSensitive {
nameMap, _ := s.lazyNameToID()
for _, n := range names {
id, ok := nameMap[n]
if !ok {
return nil, fmt.Errorf("%w: could not find column %s", ErrInvalidSchema, n)
}
ids[id] = void
}
} else {
nameMap, _ := s.lazyNameToIDLower()
for _, n := range names {
id, ok := nameMap[strings.ToLower(n)]
if !ok {
return nil, fmt.Errorf("%w: could not find column %s", ErrInvalidSchema, n)
}
ids[id] = void
}
}
return PruneColumns(s, ids, true)
}
// SchemaVisitor is an interface that can be implemented to allow for
// easy traversal and processing of a schema.
//
// A SchemaVisitor can also optionally implement the Before/After Field,
// ListElement, MapKey, or MapValue interfaces to allow them to get called
// at the appropriate points within schema traversal.
type SchemaVisitor[T any] interface {
Schema(schema *Schema, structResult T) T
Struct(st StructType, fieldResults []T) T
Field(field NestedField, fieldResult T) T
List(list ListType, elemResult T) T
Map(mapType MapType, keyResult, valueResult T) T
Primitive(p PrimitiveType) T
}
type BeforeFieldVisitor interface {
BeforeField(field NestedField)
}
type AfterFieldVisitor interface {
AfterField(field NestedField)
}
type BeforeListElementVisitor interface {
BeforeListElement(elem NestedField)
}
type AfterListElementVisitor interface {
AfterListElement(elem NestedField)
}
type BeforeMapKeyVisitor interface {
BeforeMapKey(key NestedField)
}
type AfterMapKeyVisitor interface {
AfterMapKey(key NestedField)
}
type BeforeMapValueVisitor interface {
BeforeMapValue(value NestedField)
}
type AfterMapValueVisitor interface {
AfterMapValue(value NestedField)
}
// Visit accepts a visitor and performs a post-order traversal of the given schema.
func Visit[T any](sc *Schema, visitor SchemaVisitor[T]) (res T, err error) {
if sc == nil {
err = fmt.Errorf("%w: cannot visit nil schema", ErrInvalidArgument)
return
}
defer func() {
if r := recover(); r != nil {
switch e := r.(type) {
case string:
err = fmt.Errorf("error encountered during schema visitor: %s", e)
case error:
err = fmt.Errorf("error encountered during schema visitor: %w", e)
}
}
}()
return visitor.Schema(sc, visitStruct(sc.AsStruct(), visitor)), nil
}
func visitStruct[T any](obj StructType, visitor SchemaVisitor[T]) T {
results := make([]T, len(obj.FieldList))
bf, _ := visitor.(BeforeFieldVisitor)
af, _ := visitor.(AfterFieldVisitor)
for i, f := range obj.FieldList {
if bf != nil {
bf.BeforeField(f)
}
res := visitField(f, visitor)
if af != nil {
af.AfterField(f)
}
results[i] = visitor.Field(f, res)
}
return visitor.Struct(obj, results)
}
func visitList[T any](obj ListType, visitor SchemaVisitor[T]) T {
elemField := obj.ElementField()
if bl, ok := visitor.(BeforeListElementVisitor); ok {
bl.BeforeListElement(elemField)
} else if bf, ok := visitor.(BeforeFieldVisitor); ok {
bf.BeforeField(elemField)
}
res := visitField(elemField, visitor)
if al, ok := visitor.(AfterListElementVisitor); ok {
al.AfterListElement(elemField)
} else if af, ok := visitor.(AfterFieldVisitor); ok {
af.AfterField(elemField)
}
return visitor.List(obj, res)
}
func visitMap[T any](obj MapType, visitor SchemaVisitor[T]) T {
keyField, valueField := obj.KeyField(), obj.ValueField()
if bmk, ok := visitor.(BeforeMapKeyVisitor); ok {
bmk.BeforeMapKey(keyField)
} else if bf, ok := visitor.(BeforeFieldVisitor); ok {
bf.BeforeField(keyField)
}
keyRes := visitField(keyField, visitor)
if amk, ok := visitor.(AfterMapKeyVisitor); ok {
amk.AfterMapKey(keyField)
} else if af, ok := visitor.(AfterFieldVisitor); ok {
af.AfterField(keyField)
}
if bmk, ok := visitor.(BeforeMapValueVisitor); ok {
bmk.BeforeMapValue(valueField)
} else if bf, ok := visitor.(BeforeFieldVisitor); ok {
bf.BeforeField(valueField)
}
valueRes := visitField(valueField, visitor)
if amk, ok := visitor.(AfterMapValueVisitor); ok {
amk.AfterMapValue(valueField)
} else if af, ok := visitor.(AfterFieldVisitor); ok {
af.AfterField(valueField)
}
return visitor.Map(obj, keyRes, valueRes)
}
func visitField[T any](f NestedField, visitor SchemaVisitor[T]) T {
switch typ := f.Type.(type) {
case *StructType:
return visitStruct(*typ, visitor)
case *ListType:
return visitList(*typ, visitor)
case *MapType:
return visitMap(*typ, visitor)
default: // primitive
return visitor.Primitive(typ.(PrimitiveType))
}
}
// IndexByID performs a post-order traversal of the given schema and
// returns a mapping from field ID to field.
func IndexByID(schema *Schema) (map[int]NestedField, error) {
return Visit[map[int]NestedField](schema, &indexByID{index: make(map[int]NestedField)})
}
type indexByID struct {
index map[int]NestedField
}
func (i *indexByID) Schema(*Schema, map[int]NestedField) map[int]NestedField {
return i.index
}
func (i *indexByID) Struct(StructType, []map[int]NestedField) map[int]NestedField {
return i.index
}
func (i *indexByID) Field(field NestedField, _ map[int]NestedField) map[int]NestedField {
i.index[field.ID] = field
return i.index
}
func (i *indexByID) List(list ListType, _ map[int]NestedField) map[int]NestedField {
i.index[list.ElementID] = list.ElementField()
return i.index
}
func (i *indexByID) Map(mapType MapType, _, _ map[int]NestedField) map[int]NestedField {
i.index[mapType.KeyID] = mapType.KeyField()
i.index[mapType.ValueID] = mapType.ValueField()
return i.index
}
func (i *indexByID) Primitive(PrimitiveType) map[int]NestedField {
return i.index
}
// IndexByName performs a post-order traversal of the schema and returns
// a mapping from field name to field ID.
func IndexByName(schema *Schema) (map[string]int, error) {
if schema == nil {
return nil, fmt.Errorf("%w: cannot index nil schema", ErrInvalidArgument)
}
if len(schema.fields) > 0 {
indexer := &indexByName{
index: make(map[string]int),
shortNameId: make(map[string]int),
fieldNames: make([]string, 0),
shortFieldNames: make([]string, 0),
}
if _, err := Visit[map[string]int](schema, indexer); err != nil {
return nil, err
}
return indexer.ByName(), nil
}
return map[string]int{}, nil
}
// IndexNameByID performs a post-order traversal of the schema and returns
// a mapping from field ID to field name.
func IndexNameByID(schema *Schema) (map[int]string, error) {
indexer := &indexByName{
index: make(map[string]int),
shortNameId: make(map[string]int),
fieldNames: make([]string, 0),
shortFieldNames: make([]string, 0),
}
if _, err := Visit[map[string]int](schema, indexer); err != nil {
return nil, err
}
return indexer.ByID(), nil
}
type indexByName struct {
index map[string]int
shortNameId map[string]int
combinedIndex map[string]int
fieldNames []string
shortFieldNames []string
}
func (i *indexByName) ByID() map[int]string {
idToName := make(map[int]string)
for k, v := range i.index {
idToName[v] = k
}
return idToName
}
func (i *indexByName) ByName() map[string]int {
i.combinedIndex = maps.Clone(i.shortNameId)
maps.Copy(i.combinedIndex, i.index)
return i.combinedIndex
}
func (i *indexByName) Primitive(PrimitiveType) map[string]int { return i.index }
func (i *indexByName) addField(name string, fieldID int) {
fullName := name
if len(i.fieldNames) > 0 {
fullName = strings.Join(i.fieldNames, ".") + "." + name
}
if _, ok := i.index[fullName]; ok {
panic(fmt.Errorf("%w: multiple fields for name %s: %d and %d",
ErrInvalidSchema, fullName, i.index[fullName], fieldID))
}
i.index[fullName] = fieldID
if len(i.shortFieldNames) > 0 {
shortName := strings.Join(i.shortFieldNames, ".") + "." + name
i.shortNameId[shortName] = fieldID
}
}
func (i *indexByName) Schema(*Schema, map[string]int) map[string]int {
return i.index
}
func (i *indexByName) Struct(StructType, []map[string]int) map[string]int {
return i.index
}
func (i *indexByName) Field(field NestedField, _ map[string]int) map[string]int {
i.addField(field.Name, field.ID)
return i.index
}
func (i *indexByName) List(list ListType, _ map[string]int) map[string]int {
i.addField(list.ElementField().Name, list.ElementID)
return i.index
}
func (i *indexByName) Map(mapType MapType, _, _ map[string]int) map[string]int {
i.addField(mapType.KeyField().Name, mapType.KeyID)
i.addField(mapType.ValueField().Name, mapType.ValueID)
return i.index
}
func (i *indexByName) BeforeListElement(elem NestedField) {
if _, ok := elem.Type.(*StructType); !ok {
i.shortFieldNames = append(i.shortFieldNames, elem.Name)
}
i.fieldNames = append(i.fieldNames, elem.Name)
}
func (i *indexByName) AfterListElement(elem NestedField) {
if _, ok := elem.Type.(*StructType); !ok {
i.shortFieldNames = i.shortFieldNames[:len(i.shortFieldNames)-1]
}
i.fieldNames = i.fieldNames[:len(i.fieldNames)-1]
}
func (i *indexByName) BeforeField(field NestedField) {
i.fieldNames = append(i.fieldNames, field.Name)
i.shortFieldNames = append(i.shortFieldNames, field.Name)
}
func (i *indexByName) AfterField(field NestedField) {
i.fieldNames = i.fieldNames[:len(i.fieldNames)-1]
i.shortFieldNames = i.shortFieldNames[:len(i.shortFieldNames)-1]
}
// PruneColumns visits a schema pruning any columns which do not exist in the
// provided selected set. Parent fields of a selected child will be retained.
func PruneColumns(schema *Schema, selected map[int]Void, selectFullTypes bool) (*Schema, error) {
result, err := Visit[Type](schema, &pruneColVisitor{selected: selected,
fullTypes: selectFullTypes})
if err != nil {
return nil, err
}
n, ok := result.(NestedType)
if !ok {
n = &StructType{}
}
newIdentifierIDs := make([]int, 0, len(schema.IdentifierFieldIDs))
for _, id := range schema.IdentifierFieldIDs {
if _, ok := selected[id]; ok {
newIdentifierIDs = append(newIdentifierIDs, id)
}
}
return &Schema{
fields: n.Fields(),
ID: schema.ID,
IdentifierFieldIDs: newIdentifierIDs,
}, nil
}
type pruneColVisitor struct {
selected map[int]Void
fullTypes bool
}
func (p *pruneColVisitor) Schema(_ *Schema, structResult Type) Type {
return structResult
}
func (p *pruneColVisitor) Struct(st StructType, fieldResults []Type) Type {
selected, fields := []NestedField{}, st.FieldList
sameType := true
for i, t := range fieldResults {
field := fields[i]
if field.Type == t {
selected = append(selected, field)
} else if t != nil {
sameType = false
// type has changed, create a new field with the projected type
selected = append(selected, NestedField{
ID: field.ID,
Name: field.Name,
Type: t,
Doc: field.Doc,
Required: field.Required,
})
}
}
if len(selected) > 0 {
if len(selected) == len(fields) && sameType {
// nothing changed, return the original
return &st
} else {
return &StructType{FieldList: selected}
}
}
return nil
}
func (p *pruneColVisitor) Field(field NestedField, fieldResult Type) Type {
_, ok := p.selected[field.ID]
if !ok {
if fieldResult != nil {
return fieldResult
}
return nil
}
if p.fullTypes {
return field.Type
}
if _, ok := field.Type.(*StructType); ok {
return p.projectSelectedStruct(fieldResult)
}
typ, ok := field.Type.(PrimitiveType)
if !ok {
panic(fmt.Errorf("%w: cannot explicitly project List or Map types, %d:%s of type %s was selected",
ErrInvalidSchema, field.ID, field.Name, field.Type))
}
return typ
}
func (p *pruneColVisitor) List(list ListType, elemResult Type) Type {
_, ok := p.selected[list.ElementID]
if !ok {
if elemResult != nil {
return p.projectList(&list, elemResult)
}
return nil
}
if p.fullTypes {
return &list
}
_, ok = list.Element.(*StructType)
if list.Element != nil && ok {
projected := p.projectSelectedStruct(elemResult)
return p.projectList(&list, projected)
}
if _, ok = list.Element.(PrimitiveType); !ok {
panic(fmt.Errorf("%w: cannot explicitly project List or Map types, %d of type %s was selected",
ErrInvalidSchema, list.ElementID, list.Element))
}
return &list
}
func (p *pruneColVisitor) Map(mapType MapType, keyResult, valueResult Type) Type {
_, ok := p.selected[mapType.ValueID]
if !ok {
if valueResult != nil {
return p.projectMap(&mapType, valueResult)
}
if _, ok = p.selected[mapType.KeyID]; ok {
return &mapType
}
return nil
}
if p.fullTypes {
return &mapType
}
_, ok = mapType.ValueType.(*StructType)
if mapType.ValueType != nil && ok {
projected := p.projectSelectedStruct(valueResult)
return p.projectMap(&mapType, projected)
}
if _, ok = mapType.ValueType.(PrimitiveType); !ok {
panic(fmt.Errorf("%w: cannot explicitly project List or Map types, Map value %d of type %s was selected",
ErrInvalidSchema, mapType.ValueID, mapType.ValueType))
}
return &mapType
}
func (p *pruneColVisitor) Primitive(_ PrimitiveType) Type { return nil }
func (*pruneColVisitor) projectSelectedStruct(projected Type) *StructType {
if projected == nil {
return &StructType{}
}
if ty, ok := projected.(*StructType); ok {
return ty
}
panic("expected a struct")
}
func (*pruneColVisitor) projectList(listType *ListType, elementResult Type) *ListType {
if listType.Element.Equals(elementResult) {
return listType
}
return &ListType{ElementID: listType.ElementID, Element: elementResult,
ElementRequired: listType.ElementRequired}
}
func (*pruneColVisitor) projectMap(mapType *MapType, valueResult Type) *MapType {
if mapType.ValueType.Equals(valueResult) {
return mapType
}
return &MapType{
KeyID: mapType.KeyID,
ValueID: mapType.ValueID,
KeyType: mapType.KeyType,
ValueType: valueResult,
ValueRequired: mapType.ValueRequired,
}
}
type findLastFieldID struct{}
func (findLastFieldID) Schema(_ *Schema, result int) int {
return result
}
func (findLastFieldID) Struct(_ StructType, fieldResults []int) int {
return max(fieldResults...)
}
func (findLastFieldID) Field(field NestedField, fieldResult int) int {
return max(field.ID, fieldResult)
}
func (findLastFieldID) List(_ ListType, elemResult int) int { return elemResult }
func (findLastFieldID) Map(_ MapType, keyResult, valueResult int) int {
return max(keyResult, valueResult)
}
func (findLastFieldID) Primitive(PrimitiveType) int { return 0 }