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schema_compatibility.go
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schema_compatibility.go
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package avro
import (
"errors"
"fmt"
"sync"
)
type recursionError struct{}
func (e recursionError) Error() string {
return ""
}
type compatKey struct {
reader [32]byte
writer [32]byte
}
// SchemaCompatibility determines the compatibility of schemas.
type SchemaCompatibility struct {
cache sync.Map // map[compatKey]error
}
// NewSchemaCompatibility creates a new schema compatibility instance.
func NewSchemaCompatibility() *SchemaCompatibility {
return &SchemaCompatibility{}
}
// Compatible determines the compatibility if the reader and writer schemas.
func (c *SchemaCompatibility) Compatible(reader, writer Schema) error {
return c.compatible(reader, writer)
}
func (c *SchemaCompatibility) compatible(reader, writer Schema) error {
key := compatKey{reader: reader.Fingerprint(), writer: writer.Fingerprint()}
if err, ok := c.cache.Load(key); ok {
if _, ok := err.(recursionError); ok {
// Break the recursion here.
return nil
}
if err == nil {
return nil
}
return err.(error)
}
c.cache.Store(key, recursionError{})
err := c.match(reader, writer)
if err != nil {
// We dont want to pay the cost of fmt.Errorf every time
err = errors.New(err.Error())
}
c.cache.Store(key, err)
return err
}
func (c *SchemaCompatibility) match(reader, writer Schema) error {
// If the schema is a reference, get the actual schema
if reader.Type() == Ref {
reader = reader.(*RefSchema).Schema()
}
if writer.Type() == Ref {
writer = writer.(*RefSchema).Schema()
}
if reader.Type() != writer.Type() {
if writer.Type() == Union {
// Reader must be compatible with all types in writer
for _, schema := range writer.(*UnionSchema).Types() {
if err := c.compatible(reader, schema); err != nil {
return err
}
}
return nil
}
if reader.Type() == Union {
// Writer must be compatible with at least one reader schema
var err error
for _, schema := range reader.(*UnionSchema).Types() {
err = c.compatible(schema, writer)
if err == nil {
return nil
}
}
return fmt.Errorf("reader union lacking writer schema %s", writer.Type())
}
switch writer.Type() {
case Int:
if reader.Type() == Long || reader.Type() == Float || reader.Type() == Double {
return nil
}
case Long:
if reader.Type() == Float || reader.Type() == Double {
return nil
}
case Float:
if reader.Type() == Double {
return nil
}
case String:
if reader.Type() == Bytes {
return nil
}
case Bytes:
if reader.Type() == String {
return nil
}
}
return fmt.Errorf("reader schema %s not compatible with writer schema %s", reader.Type(), writer.Type())
}
switch reader.Type() {
case Array:
return c.compatible(reader.(*ArraySchema).Items(), writer.(*ArraySchema).Items())
case Map:
return c.compatible(reader.(*MapSchema).Values(), writer.(*MapSchema).Values())
case Fixed:
r := reader.(*FixedSchema)
w := writer.(*FixedSchema)
if err := c.checkSchemaName(r, w); err != nil {
return err
}
if err := c.checkFixedSize(r, w); err != nil {
return err
}
case Enum:
r := reader.(*EnumSchema)
w := writer.(*EnumSchema)
if err := c.checkSchemaName(r, w); err != nil {
return err
}
if err := c.checkEnumSymbols(r, w); err != nil {
if r.HasDefault() {
return nil
}
return err
}
case Record:
r := reader.(*RecordSchema)
w := writer.(*RecordSchema)
if err := c.checkSchemaName(r, w); err != nil {
return err
}
if err := c.checkRecordFields(r, w); err != nil {
return err
}
case Union:
for _, schema := range writer.(*UnionSchema).Types() {
if err := c.compatible(reader, schema); err != nil {
return err
}
}
}
return nil
}
func (c *SchemaCompatibility) checkSchemaName(reader, writer NamedSchema) error {
if reader.Name() != writer.Name() {
if c.contains(reader.Aliases(), writer.FullName()) {
return nil
}
return fmt.Errorf("reader schema %s and writer schema %s names do not match", reader.FullName(), writer.FullName())
}
return nil
}
func (c *SchemaCompatibility) checkFixedSize(reader, writer *FixedSchema) error {
if reader.Size() != writer.Size() {
return fmt.Errorf("%s reader and writer fixed sizes do not match", reader.FullName())
}
return nil
}
func (c *SchemaCompatibility) checkEnumSymbols(reader, writer *EnumSchema) error {
for _, symbol := range writer.Symbols() {
if !c.contains(reader.Symbols(), symbol) {
return fmt.Errorf("reader %s is missing symbol %s", reader.FullName(), symbol)
}
}
return nil
}
func (c *SchemaCompatibility) checkRecordFields(reader, writer *RecordSchema) error {
for _, field := range reader.Fields() {
f, ok := c.getField(writer.Fields(), field, func(gfo *getFieldOptions) {
gfo.fieldAlias = true
})
if !ok {
if field.HasDefault() {
continue
}
return fmt.Errorf("reader field %s is missing in writer schema and has no default", field.Name())
}
if err := c.compatible(field.Type(), f.Type()); err != nil {
return err
}
}
return nil
}
func (c *SchemaCompatibility) contains(a []string, s string) bool {
for _, str := range a {
if str == s {
return true
}
}
return false
}
type getFieldOptions struct {
fieldAlias bool
elemAlias bool
}
func (c *SchemaCompatibility) getField(a []*Field, f *Field, optFns ...func(*getFieldOptions)) (*Field, bool) {
opt := getFieldOptions{}
for _, fn := range optFns {
fn(&opt)
}
for _, field := range a {
if field.Name() == f.Name() {
return field, true
}
if opt.fieldAlias {
if c.contains(f.Aliases(), field.Name()) {
return field, true
}
}
if opt.elemAlias {
if c.contains(field.Aliases(), f.Name()) {
return field, true
}
}
}
return nil, false
}
// Resolve returns a composite schema that allows decoding data written by the writer schema,
// and makes necessary adjustments to support the reader schema.
//
// It fails if the writer and reader schemas are not compatible.
func (c *SchemaCompatibility) Resolve(reader, writer Schema) (Schema, error) {
if err := c.compatible(reader, writer); err != nil {
return nil, err
}
schema, _, err := c.resolve(reader, writer)
return schema, err
}
// resolve requires the reader's schema to be already compatible with the writer's.
func (c *SchemaCompatibility) resolve(reader, writer Schema) (schema Schema, resolved bool, err error) {
if reader.Type() == Ref {
reader = reader.(*RefSchema).Schema()
}
if writer.Type() == Ref {
writer = writer.(*RefSchema).Schema()
}
if writer.Type() != reader.Type() {
if reader.Type() == Union {
for _, schema := range reader.(*UnionSchema).Types() {
// Compatibility is not guaranteed for every Union reader schema.
// Therefore, we need to check compatibility in every iteration.
if err := c.compatible(schema, writer); err != nil {
continue
}
sch, _, err := c.resolve(schema, writer)
if err != nil {
continue
}
return sch, true, nil
}
return nil, false, fmt.Errorf("reader union lacking writer schema %s", writer.Type())
}
if writer.Type() == Union {
schemas := make([]Schema, 0)
for _, schema := range writer.(*UnionSchema).Types() {
sch, _, err := c.resolve(reader, schema)
if err != nil {
return nil, false, err
}
schemas = append(schemas, sch)
}
s, err := NewUnionSchema(schemas, withWriterFingerprint(writer.Fingerprint()))
return s, true, err
}
if isPromotable(writer.Type(), reader.Type()) {
r := NewPrimitiveSchema(reader.Type(), reader.(*PrimitiveSchema).Logical(),
withWriterFingerprint(writer.Fingerprint()),
)
r.encodedType = writer.Type()
return r, true, nil
}
return nil, false, fmt.Errorf("failed to resolve composite schema for %s and %s", reader.Type(), writer.Type())
}
if isNative(writer.Type()) {
return reader, false, nil
}
if writer.Type() == Enum {
r := reader.(*EnumSchema)
w := writer.(*EnumSchema)
if err = c.checkEnumSymbols(r, w); err != nil {
if r.HasDefault() {
enum, _ := NewEnumSchema(r.Name(), r.Namespace(), r.Symbols(),
WithAliases(r.Aliases()),
WithDefault(r.Default()),
withWriterFingerprint(w.Fingerprint()),
)
enum.encodedSymbols = w.Symbols()
return enum, true, nil
}
return nil, false, err
}
return reader, false, nil
}
if writer.Type() == Fixed {
return reader, false, nil
}
if writer.Type() == Union {
schemas := make([]Schema, 0)
for _, s := range writer.(*UnionSchema).Types() {
sch, resolv, err := c.resolve(reader, s)
if err != nil {
return nil, false, err
}
schemas = append(schemas, sch)
resolved = resolv || resolved
}
s, err := NewUnionSchema(schemas, withWriterFingerprintIfResolved(writer.Fingerprint(), resolved))
if err != nil {
return nil, false, err
}
return s, resolved, nil
}
if writer.Type() == Array {
schema, resolved, err = c.resolve(reader.(*ArraySchema).Items(), writer.(*ArraySchema).Items())
if err != nil {
return nil, false, err
}
return NewArraySchema(schema, withWriterFingerprintIfResolved(writer.Fingerprint(), resolved)), resolved, nil
}
if writer.Type() == Map {
schema, resolved, err = c.resolve(reader.(*MapSchema).Values(), writer.(*MapSchema).Values())
if err != nil {
return nil, false, err
}
return NewMapSchema(schema, withWriterFingerprintIfResolved(writer.Fingerprint(), resolved)), resolved, nil
}
if writer.Type() == Record {
return c.resolveRecord(reader, writer)
}
return nil, false, fmt.Errorf("failed to resolve composite schema for %s and %s", reader.Type(), writer.Type())
}
func (c *SchemaCompatibility) resolveRecord(reader, writer Schema) (Schema, bool, error) {
w := writer.(*RecordSchema)
r := reader.(*RecordSchema)
fields := make([]*Field, 0)
seen := make(map[string]struct{})
var resolved bool
for _, wf := range w.Fields() {
rf, ok := c.getField(r.Fields(), wf, func(gfo *getFieldOptions) {
gfo.elemAlias = true
})
if !ok {
// The field was not found in the reader schema, it should be ignored.
f, _ := NewField(wf.Name(), wf.Type(), WithAliases(wf.aliases), WithOrder(wf.order))
f.def = wf.def
f.hasDef = wf.hasDef
f.action = FieldIgnore
fields = append(fields, f)
resolved = true
continue
}
ft, resolv, err := c.resolve(rf.Type(), wf.Type())
if err != nil {
return nil, false, err
}
f, _ := NewField(rf.Name(), ft, WithAliases(rf.aliases), WithOrder(rf.order))
f.def = rf.def
f.hasDef = rf.hasDef
fields = append(fields, f)
resolved = resolv || resolved
seen[rf.Name()] = struct{}{}
}
for _, rf := range r.Fields() {
if _, ok := seen[rf.Name()]; ok {
// This field has already been seen.
continue
}
// The schemas are already known to be compatible, so there must be a default on
// the field in the writer. Use the default.
f, _ := NewField(rf.Name(), rf.Type(), WithAliases(rf.aliases), WithOrder(rf.order))
f.def = rf.def
f.hasDef = rf.hasDef
f.action = FieldSetDefault
fields = append(fields, f)
resolved = true
}
schema, err := NewRecordSchema(r.Name(), r.Namespace(), fields,
WithAliases(r.Aliases()),
withWriterFingerprintIfResolved(writer.Fingerprint(), resolved),
)
return schema, resolved, err
}
func isNative(typ Type) bool {
switch typ {
case Null, Boolean, Int, Long, Float, Double, Bytes, String:
return true
default:
return false
}
}
func isPromotable(writerTyp, readerType Type) bool {
switch writerTyp {
case Int:
return readerType == Long || readerType == Float || readerType == Double
case Long:
return readerType == Float || readerType == Double
case Float:
return readerType == Double
case String:
return readerType == Bytes
case Bytes:
return readerType == String
default:
return false
}
}