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schema_parse.go
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package avro
import (
"errors"
"fmt"
"io/ioutil"
"math"
"strings"
"github.com/json-iterator/go"
)
var (
schemaReserved = []string{"doc", "fields", "items", "name", "namespace", "size", "symbols", "values", "type",
"aliases", "logicalType", "precision", "scale"}
fieldReserved = []string{"default", "doc", "name", "order", "type", "aliases"}
)
// DefaultSchemaCache is the default cache for schemas.
var DefaultSchemaCache = &SchemaCache{}
// Parse parses a schema string.
func Parse(schema string) (Schema, error) {
return ParseWithCache(schema, "", DefaultSchemaCache)
}
// ParseWithCache parses a schema string using the given namespace and schema cache.
func ParseWithCache(schema, namespace string, cache *SchemaCache) (Schema, error) {
var json interface{}
if err := jsoniter.Unmarshal([]byte(schema), &json); err != nil {
json = schema
}
return parseType(namespace, json, cache)
}
// MustParse parses a schema string, panicing if there is an error.
func MustParse(schema string) Schema {
parsed, err := Parse(schema)
if err != nil {
panic(err)
}
return parsed
}
// ParseFiles parses the schemas in the files, in the order they appear, returning the last schema.
//
// This is useful when your schemas rely on other schemas.
func ParseFiles(paths ...string) (Schema, error) {
var schema Schema
for _, path := range paths {
s, err := ioutil.ReadFile(path)
if err != nil {
return nil, err
}
schema, err = Parse(string(s))
if err != nil {
return nil, err
}
}
return schema, nil
}
func parseType(namespace string, v interface{}, cache *SchemaCache) (Schema, error) {
switch val := v.(type) {
case nil:
return &NullSchema{}, nil
case string:
return parsePrimitiveType(namespace, val, cache)
case map[string]interface{}:
return parseComplexType(namespace, val, cache)
case []interface{}:
return parseUnion(namespace, val, cache)
}
return nil, fmt.Errorf("avro: unknown type: %v", v)
}
func parsePrimitiveType(namespace, s string, cache *SchemaCache) (Schema, error) {
typ := Type(s)
switch typ {
case Null:
return &NullSchema{}, nil
case String, Bytes, Int, Long, Float, Double, Boolean:
return parsePrimitive(typ, nil)
default:
schema := cache.Get(fullName(namespace, s))
if schema != nil {
return schema, nil
}
return nil, fmt.Errorf("avro: unknown type: %s", s)
}
}
func parseComplexType(namespace string, m map[string]interface{}, cache *SchemaCache) (Schema, error) {
if val, ok := m["type"].([]interface{}); ok {
return parseUnion(namespace, val, cache)
}
str, ok := m["type"].(string)
if !ok {
return nil, fmt.Errorf("avro: unknown type: %+v", m)
}
typ := Type(str)
switch typ {
case Null:
return &NullSchema{}, nil
case String, Bytes, Int, Long, Float, Double, Boolean:
return parsePrimitive(typ, m)
case Record, Error:
return parseRecord(typ, namespace, m, cache)
case Enum:
return parseEnum(namespace, m, cache)
case Array:
return parseArray(namespace, m, cache)
case Map:
return parseMap(namespace, m, cache)
case Fixed:
return parseFixed(namespace, m, cache)
default:
return parseType(namespace, string(typ), cache)
}
}
func parsePrimitive(typ Type, m map[string]interface{}) (Schema, error) {
logical := parsePrimitiveLogicalType(typ, m)
return NewPrimitiveSchema(typ, logical), nil
}
func parsePrimitiveLogicalType(typ Type, m map[string]interface{}) LogicalSchema {
if m == nil {
return nil
}
lt, ok := m["logicalType"].(string)
if !ok {
return nil
}
ltyp := LogicalType(lt)
if (typ == String && ltyp == UUID) ||
(typ == Int && ltyp == Date) ||
(typ == Int && ltyp == TimeMillis) ||
(typ == Long && ltyp == TimeMicros) ||
(typ == Long && ltyp == TimestampMillis) ||
(typ == Long && ltyp == TimestampMicros) {
return NewPrimitiveLogicalSchema(ltyp)
}
if typ == Bytes && ltyp == Decimal {
return parseDecimalLogicalType(-1, m)
}
return nil
}
func parseRecord(typ Type, namespace string, m map[string]interface{}, cache *SchemaCache) (Schema, error) {
name, newNamespace, err := resolveFullName(m)
if err != nil {
return nil, err
}
if newNamespace != "" {
namespace = newNamespace
}
fs, ok := m["fields"].([]interface{})
if !ok {
return nil, errors.New("avro: record must have an array of fields")
}
fields := make([]*Field, len(fs))
var rec *RecordSchema
switch typ {
case Record:
rec, err = NewRecordSchema(name, namespace, fields)
case Error:
rec, err = NewErrorRecordSchema(name, namespace, fields)
}
if err != nil {
return nil, err
}
cache.Add(rec.FullName(), NewRefSchema(rec))
for k, v := range m {
rec.AddProp(k, v)
}
for i, f := range fs {
field, err := parseField(namespace, f, cache)
if err != nil {
return nil, err
}
fields[i] = field
}
return rec, nil
}
func parseField(namespace string, v interface{}, cache *SchemaCache) (*Field, error) {
m, ok := v.(map[string]interface{})
if !ok {
return nil, fmt.Errorf("avro: invalid field: %+v", v)
}
name, err := resolveName(m)
if err != nil {
return nil, err
}
if _, ok := m["type"]; !ok {
return nil, errors.New("avro: field requires a type")
}
typ, err := parseType(namespace, m["type"], cache)
if err != nil {
return nil, err
}
def, ok := m["default"]
if !ok {
def = NoDefault
}
field, err := NewField(name, typ, def)
if err != nil {
return nil, err
}
for k, v := range m {
field.AddProp(k, v)
}
return field, nil
}
func parseEnum(namespace string, m map[string]interface{}, cache *SchemaCache) (Schema, error) {
name, newNamespace, err := resolveFullName(m)
if err != nil {
return nil, err
}
if newNamespace != "" {
namespace = newNamespace
}
syms, ok := m["symbols"].([]interface{})
if !ok {
return nil, errors.New("avro: enum must have a non-empty array of symbols")
}
symbols := make([]string, len(syms))
for i, sym := range syms {
str, ok := sym.(string)
if !ok {
return nil, fmt.Errorf("avro: invalid symbol: %+v", sym)
}
symbols[i] = str
}
enum, err := NewEnumSchema(name, namespace, symbols)
if err != nil {
return nil, err
}
cache.Add(enum.FullName(), enum)
for k, v := range m {
enum.AddProp(k, v)
}
return enum, nil
}
func parseArray(namespace string, m map[string]interface{}, cache *SchemaCache) (Schema, error) {
items, ok := m["items"]
if !ok {
return nil, errors.New("avro: array must have an items key")
}
schema, err := parseType(namespace, items, cache)
if err != nil {
return nil, err
}
arr := NewArraySchema(schema)
for k, v := range m {
arr.AddProp(k, v)
}
return arr, nil
}
func parseMap(namespace string, m map[string]interface{}, cache *SchemaCache) (Schema, error) {
values, ok := m["values"]
if !ok {
return nil, errors.New("avro: map must have an values key")
}
schema, err := parseType(namespace, values, cache)
if err != nil {
return nil, err
}
ms := NewMapSchema(schema)
for k, v := range m {
ms.AddProp(k, v)
}
return ms, nil
}
func parseUnion(namespace string, v []interface{}, cache *SchemaCache) (Schema, error) {
var err error
types := make([]Schema, len(v))
for i := range v {
types[i], err = parseType(namespace, v[i], cache)
if err != nil {
return nil, err
}
}
return NewUnionSchema(types)
}
func parseFixed(namespace string, m map[string]interface{}, cache *SchemaCache) (Schema, error) {
name, newNamespace, err := resolveFullName(m)
if err != nil {
return nil, err
}
if newNamespace != "" {
namespace = newNamespace
}
size, ok := m["size"].(float64)
if !ok {
return nil, errors.New("avro: fixed must have a size")
}
logical := parseFixedLogicalType(int(size), m)
fixed, err := NewFixedSchema(name, namespace, int(size), logical)
if err != nil {
return nil, err
}
cache.Add(fixed.FullName(), fixed)
for k, v := range m {
fixed.AddProp(k, v)
}
return fixed, nil
}
func parseFixedLogicalType(size int, m map[string]interface{}) LogicalSchema {
lt, ok := m["logicalType"].(string)
if !ok {
return nil
}
ltyp := LogicalType(lt)
if ltyp == Duration && size == 12 {
return NewPrimitiveLogicalSchema(Duration)
}
if ltyp == Decimal {
return parseDecimalLogicalType(size, m)
}
return nil
}
func parseDecimalLogicalType(size int, m map[string]interface{}) LogicalSchema {
prec, ok := m["precision"].(float64)
if !ok || prec <= 0 {
return nil
}
if size > 0 {
maxPrecision := math.Round(math.Floor(math.Log10(2) * (8*float64(size) - 1)))
if prec > maxPrecision {
return nil
}
}
scale, _ := m["scale"].(float64)
if scale < 0 {
return nil
}
// Scale may not be bigger than precision
if scale > prec {
return nil
}
return NewDecimalLogicalSchema(int(prec), int(scale))
}
func fullName(namespace, name string) string {
if len(namespace) == 0 || strings.ContainsRune(name, '.') {
return name
}
return namespace + "." + name
}
func resolveName(m map[string]interface{}) (string, error) {
name, ok := m["name"].(string)
if !ok {
return "", errors.New("avro: name key required")
}
return name, nil
}
func resolveFullName(m map[string]interface{}) (string, string, error) {
name, err := resolveName(m)
if err != nil {
return "", "", err
}
namespace, ok := m["namespace"].(string)
if !ok {
return name, "", nil
}
if namespace == "" {
return "", "", errors.New("avro: namespace key must be non-empty or omitted")
}
return name, namespace, nil
}