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destination_middleware.go
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destination_middleware.go
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// Copyright © 2022 Meroxa, Inc.
//
// Licensed 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 sdk
import (
"context"
"errors"
"fmt"
"math"
"sort"
"strconv"
"sync"
"time"
"github.com/conduitio/conduit-commons/config"
"github.com/conduitio/conduit-commons/opencdc"
"github.com/conduitio/conduit-connector-sdk/schema"
"golang.org/x/time/rate"
)
// DestinationMiddleware wraps a Destination and adds functionality to it.
type DestinationMiddleware interface {
Wrap(Destination) Destination
}
// DestinationMiddlewareOption can be used to change the behavior of the default
// destination middleware created with DefaultDestinationMiddleware.
type DestinationMiddlewareOption interface {
Apply(DestinationMiddleware)
}
// Available destination middleware options.
var (
_ DestinationMiddlewareOption = DestinationWithBatchConfig{}
_ DestinationMiddlewareOption = DestinationWithRecordFormatConfig{}
_ DestinationMiddlewareOption = DestinationWithRateLimitConfig{}
_ DestinationMiddlewareOption = DestinationWithSchemaExtractionConfig{}
)
// DefaultDestinationMiddleware returns a slice of middleware that should be
// added to all destinations unless there's a good reason not to.
func DefaultDestinationMiddleware(opts ...DestinationMiddlewareOption) []DestinationMiddleware {
middleware := []DestinationMiddleware{
&DestinationWithRateLimit{},
&DestinationWithRecordFormat{},
&DestinationWithBatch{},
&DestinationWithSchemaExtraction{},
}
// apply options to all middleware
for _, m := range middleware {
for _, opt := range opts {
opt.Apply(m)
}
}
return middleware
}
// DestinationWithMiddleware wraps the destination into the supplied middleware.
func DestinationWithMiddleware(d Destination, middleware ...DestinationMiddleware) Destination {
// apply middleware in reverse order to preserve the order as specified
for i := len(middleware) - 1; i >= 0; i-- {
d = middleware[i].Wrap(d)
}
return d
}
// -- DestinationWithBatch -----------------------------------------------------
const (
configDestinationBatchSize = "sdk.batch.size"
configDestinationBatchDelay = "sdk.batch.delay"
)
type ctxKeyBatchConfig struct{}
// DestinationWithBatchConfig is the configuration for the
// DestinationWithBatch middleware. Fields set to their zero value are
// ignored and will be set to the default value.
//
// DestinationWithBatchConfig can be used as a DestinationMiddlewareOption.
type DestinationWithBatchConfig struct {
// BatchSize is the default value for the batch size.
BatchSize int
// BatchDelay is the default value for the batch delay.
BatchDelay time.Duration
}
// Apply sets the default configuration for the DestinationWithBatch middleware.
func (c DestinationWithBatchConfig) Apply(m DestinationMiddleware) {
if d, ok := m.(*DestinationWithBatch); ok {
d.Config = c
}
}
func (c DestinationWithBatchConfig) BatchSizeParameterName() string {
return configDestinationBatchSize
}
func (c DestinationWithBatchConfig) BatchDelayParameterName() string {
return configDestinationBatchDelay
}
func (c DestinationWithBatchConfig) parameters() config.Parameters {
return config.Parameters{
configDestinationBatchSize: {
Default: strconv.Itoa(c.BatchSize),
Description: "Maximum size of batch before it gets written to the destination.",
Type: config.ParameterTypeInt,
},
configDestinationBatchDelay: {
Default: c.BatchDelay.String(),
Description: "Maximum delay before an incomplete batch is written to the destination.",
Type: config.ParameterTypeDuration,
},
}
}
// DestinationWithBatch adds support for batching on the destination. It adds
// two parameters to the destination config:
// - `sdk.batch.size` - Maximum size of batch before it gets written to the
// destination.
// - `sdk.batch.delay` - Maximum delay before an incomplete batch is written
// to the destination.
//
// To change the defaults of these parameters use the fields of this struct.
type DestinationWithBatch struct {
Config DestinationWithBatchConfig
}
// Wrap a Destination into the batching middleware.
func (d *DestinationWithBatch) Wrap(impl Destination) Destination {
return &destinationWithBatch{
Destination: impl,
defaults: d.Config,
}
}
type destinationWithBatch struct {
Destination
defaults DestinationWithBatchConfig
}
func (d *destinationWithBatch) Parameters() config.Parameters {
return mergeParameters(d.Destination.Parameters(), d.defaults.parameters())
}
func (d *destinationWithBatch) Configure(ctx context.Context, config config.Config) error {
err := d.Destination.Configure(ctx, config)
if err != nil {
return err
}
cfg := d.defaults
if batchSizeRaw := config[configDestinationBatchSize]; batchSizeRaw != "" {
batchSizeInt, err := strconv.Atoi(batchSizeRaw)
if err != nil {
return fmt.Errorf("invalid %q: %w", configDestinationBatchSize, err)
}
cfg.BatchSize = batchSizeInt
}
if delayRaw := config[configDestinationBatchDelay]; delayRaw != "" {
delayDur, err := time.ParseDuration(delayRaw)
if err != nil {
return fmt.Errorf("invalid %q: %w", configDestinationBatchDelay, err)
}
cfg.BatchDelay = delayDur
}
if cfg.BatchSize < 0 {
return fmt.Errorf("invalid %q: must not be negative", configDestinationBatchSize)
}
if cfg.BatchDelay < 0 {
return fmt.Errorf("invalid %q: must not be negative", configDestinationBatchDelay)
}
// Batching is actually implemented in the plugin adapter because it is the
// only place we have access to acknowledgments.
// We need to signal back to the adapter that batching is enabled. We do
// this by changing a pointer that is stored in the context. It's a bit
// hacky, but the only way to propagate a value back to the adapter without
// changing the interface.
d.setBatchConfig(ctx, cfg)
return nil
}
// setBatchEnabled stores the boolean in the context. If the context already
// contains the key it will update the boolean under that key and return the
// same context, otherwise it will return a new context with the stored value.
// This is used to signal to destinationPluginAdapter if the Destination is
// wrapped into DestinationWithBatchConfig middleware.
func (*destinationWithBatch) setBatchConfig(ctx context.Context, cfg DestinationWithBatchConfig) context.Context {
ctxCfg, ok := ctx.Value(ctxKeyBatchConfig{}).(*DestinationWithBatchConfig)
if ok {
*ctxCfg = cfg
} else {
ctx = context.WithValue(ctx, ctxKeyBatchConfig{}, &cfg)
}
return ctx
}
func (*destinationWithBatch) getBatchConfig(ctx context.Context) DestinationWithBatchConfig {
ctxCfg, ok := ctx.Value(ctxKeyBatchConfig{}).(*DestinationWithBatchConfig)
if !ok {
return DestinationWithBatchConfig{}
}
return *ctxCfg
}
// -- DestinationWithRateLimit -------------------------------------------------
const (
configDestinationRatePerSecond = "sdk.rate.perSecond"
configDestinationRateBurst = "sdk.rate.burst"
)
// DestinationWithRateLimitConfig is the configuration for the
// DestinationWithRateLimit middleware. Fields set to their zero value are
// ignored and will be set to the default value.
//
// DestinationWithRateLimitConfig can be used as a DestinationMiddlewareOption.
type DestinationWithRateLimitConfig struct {
// RatePerSecond is the default value for the rate per second.
RatePerSecond float64
// Burst is the default value for the allowed burst count.
Burst int
}
// Apply sets the default configuration for the DestinationWithRateLimit middleware.
func (c DestinationWithRateLimitConfig) Apply(m DestinationMiddleware) {
if d, ok := m.(*DestinationWithRateLimit); ok {
d.Config = c
}
}
func (c DestinationWithRateLimitConfig) RatePerSecondParameterName() string {
return configDestinationRatePerSecond
}
func (c DestinationWithRateLimitConfig) RateBurstParameterName() string {
return configDestinationRateBurst
}
func (c DestinationWithRateLimitConfig) parameters() config.Parameters {
return config.Parameters{
configDestinationRatePerSecond: {
Default: strconv.FormatFloat(c.RatePerSecond, 'f', -1, 64),
Description: "Maximum number of records written per second (0 means no rate limit).",
Type: config.ParameterTypeFloat,
},
configDestinationRateBurst: {
Default: strconv.Itoa(c.Burst),
Description: "Allow bursts of at most X records (0 or less means that bursts are not limited). Only takes effect if a rate limit per second is set. Note that if `sdk.batch.size` is bigger than `sdk.rate.burst`, the effective batch size will be equal to `sdk.rate.burst`.",
Type: config.ParameterTypeInt,
},
}
}
// DestinationWithRateLimit adds support for rate limiting to the destination.
// It adds two parameters to the destination config:
// - `sdk.rate.perSecond` - Maximum number of records written per second (0
// means no rate limit).
// - `sdk.rate.burst` - Allow bursts of at most X records (0 or less means
// that bursts are not limited). Only takes effect if a rate limit per
// second is set. Note that if `sdk.batch.size` is bigger than
// `sdk.rate.burst`, the effective batch size will be equal to `sdk.rate.burst`.
//
// To change the defaults of these parameters use the fields of this struct.
type DestinationWithRateLimit struct {
Config DestinationWithRateLimitConfig
}
// Wrap a Destination into the rate limiting middleware.
func (d *DestinationWithRateLimit) Wrap(impl Destination) Destination {
return &destinationWithRateLimit{
Destination: impl,
defaults: d.Config,
}
}
type destinationWithRateLimit struct {
Destination
defaults DestinationWithRateLimitConfig
limiter *rate.Limiter
}
func (d *destinationWithRateLimit) Parameters() config.Parameters {
return mergeParameters(d.Destination.Parameters(), d.defaults.parameters())
}
func (d *destinationWithRateLimit) Configure(ctx context.Context, config config.Config) error {
err := d.Destination.Configure(ctx, config)
if err != nil {
return err
}
limit := rate.Limit(d.defaults.RatePerSecond)
burst := d.defaults.Burst
limitRaw := config[configDestinationRatePerSecond]
if limitRaw != "" {
limitFloat, err := strconv.ParseFloat(limitRaw, 64)
if err != nil {
return fmt.Errorf("invalid %s: %w", configDestinationRatePerSecond, err)
}
limit = rate.Limit(limitFloat)
}
burstRaw := config[configDestinationRateBurst]
if burstRaw != "" {
burstInt, err := strconv.Atoi(burstRaw)
if err != nil {
return fmt.Errorf("invalid %s: %w", configDestinationRateBurst, err)
}
burst = burstInt
}
if limit > 0 {
if burst <= 0 {
// non-positive numbers would prevent all writes, we default it to
// be the same size as the per second limit
burst = int(math.Ceil(float64(limit)))
}
d.limiter = rate.NewLimiter(limit, burst)
}
return nil
}
func (d *destinationWithRateLimit) Write(ctx context.Context, recs []opencdc.Record) (int, error) {
if d.limiter == nil {
return d.Destination.Write(ctx, recs)
}
// split the records into smaller chunks
// this is necessary because the rate limiter only allows bursts of a certain size
// and we need to wait for each chunk
written := 0
chunkSize := d.limiter.Burst()
for len(recs) > 0 {
if chunkSize > len(recs) {
chunkSize = len(recs)
}
chunk := recs[:chunkSize]
recs = recs[chunkSize:]
err := d.limiter.WaitN(ctx, len(chunk))
if err != nil {
return 0, fmt.Errorf("rate limiter: %w", err)
}
n, err := d.Destination.Write(ctx, chunk)
written += n
if err != nil {
return written, err
}
}
return written, nil
}
// -- DestinationWithRecordFormat ----------------------------------------------
const (
configDestinationRecordFormat = "sdk.record.format"
configDestinationRecordFormatOptions = "sdk.record.format.options"
)
// DestinationWithRecordFormatConfig is the configuration for the
// DestinationWithRecordFormat middleware. Fields set to their zero value are
// ignored and will be set to the default value.
//
// DestinationWithRecordFormatConfig can be used as a DestinationMiddlewareOption.
type DestinationWithRecordFormatConfig struct {
// DefaultRecordFormat is the default record format.
DefaultRecordFormat string
RecordSerializers []RecordSerializer
}
// Apply sets the default configuration for the DestinationWithRecordFormat middleware.
func (c DestinationWithRecordFormatConfig) Apply(m DestinationMiddleware) {
if d, ok := m.(*DestinationWithRecordFormat); ok {
d.Config = c
}
}
func (c DestinationWithRecordFormatConfig) RecordFormatParameterName() string {
return configDestinationRecordFormat
}
func (c DestinationWithRecordFormatConfig) RecordFormatOptionsParameterName() string {
return configDestinationRecordFormatOptions
}
// DefaultRecordSerializers returns the list of record serializers that are used
// if DestinationWithRecordFormatConfig.RecordSerializers is nil.
func (c DestinationWithRecordFormatConfig) DefaultRecordSerializers() []RecordSerializer {
serializers := []RecordSerializer{
// define specific serializers here
TemplateRecordSerializer{},
}
// add generic serializers here, they are combined in all possible combinations
genericConverters := []Converter{
OpenCDCConverter{},
DebeziumConverter{},
}
genericEncoders := []Encoder{
JSONEncoder{},
}
for _, c := range genericConverters {
for _, e := range genericEncoders {
serializers = append(
serializers,
GenericRecordSerializer{
Converter: c,
Encoder: e,
},
)
}
}
return serializers
}
func (c DestinationWithRecordFormatConfig) parameters() config.Parameters {
return config.Parameters{
configDestinationRecordFormat: {
Default: c.DefaultRecordFormat,
Description: "The format of the output record.",
Validations: []config.Validation{
config.ValidationInclusion{List: c.formats()},
},
},
configDestinationRecordFormatOptions: {
Description: "Options to configure the chosen output record format. Options are key=value pairs separated with comma (e.g. opt1=val2,opt2=val2).",
},
}
}
func (c DestinationWithRecordFormatConfig) formats() []string {
names := make([]string, len(c.RecordSerializers))
i := 0
for _, c := range c.RecordSerializers {
names[i] = c.Name()
i++
}
return names
}
// DestinationWithRecordFormat adds support for changing the output format of
// records, specifically of the Record.Bytes method. It adds two parameters to
// the destination config:
// - `sdk.record.format` - The format of the output record. The inclusion
// validation exposes a list of valid options.
// - `sdk.record.format.options` - Options are used to configure the format.
type DestinationWithRecordFormat struct {
Config DestinationWithRecordFormatConfig
}
// Wrap a Destination into the record format middleware.
func (d *DestinationWithRecordFormat) Wrap(impl Destination) Destination {
if d.Config.DefaultRecordFormat == "" {
d.Config.DefaultRecordFormat = defaultSerializer.Name()
}
if len(d.Config.RecordSerializers) == 0 {
d.Config.RecordSerializers = d.Config.DefaultRecordSerializers()
}
// sort record serializers by name to ensure we can binary search them
sort.Slice(
d.Config.RecordSerializers,
func(i, j int) bool {
return d.Config.RecordSerializers[i].Name() < d.Config.RecordSerializers[j].Name()
},
)
return &destinationWithRecordFormat{
Destination: impl,
defaults: d.Config,
}
}
type destinationWithRecordFormat struct {
Destination
defaults DestinationWithRecordFormatConfig
serializer RecordSerializer
}
func (d *destinationWithRecordFormat) Parameters() config.Parameters {
return mergeParameters(d.Destination.Parameters(), d.defaults.parameters())
}
func (d *destinationWithRecordFormat) Configure(ctx context.Context, config config.Config) error {
err := d.Destination.Configure(ctx, config)
if err != nil {
return err
}
format := d.defaults.DefaultRecordFormat
if f, ok := config[configDestinationRecordFormat]; ok {
format = f
}
i := sort.SearchStrings(d.defaults.formats(), format)
// if the string is not found i is equal to the size of the slice
if i == len(d.defaults.RecordSerializers) {
return fmt.Errorf("invalid %s: %q not found in %v", configDestinationRecordFormat, format, d.defaults.formats())
}
serializer := d.defaults.RecordSerializers[i]
serializer, err = serializer.Configure(config[configDestinationRecordFormatOptions])
if err != nil {
return fmt.Errorf("invalid %s for %q: %w", configDestinationRecordFormatOptions, format, err)
}
d.serializer = serializer
return nil
}
func (d *destinationWithRecordFormat) Write(ctx context.Context, recs []opencdc.Record) (int, error) {
for i := range recs {
recs[i].SetSerializer(d.serializer)
}
return d.Destination.Write(ctx, recs)
}
// -- DestinationWithSchemaExtraction ------------------------------------------
const (
configDestinationWithSchemaExtractionPayloadEnabled = "sdk.schema.extract.payload.enabled"
configDestinationWithSchemaExtractionKeyEnabled = "sdk.schema.extract.key.enabled"
)
// DestinationWithSchemaExtractionConfig is the configuration for the
// DestinationWithSchemaExtraction middleware. Fields set to their zero value are
// ignored and will be set to the default value.
//
// DestinationWithSchemaExtractionConfig can be used as a DestinationMiddlewareOption.
type DestinationWithSchemaExtractionConfig struct {
// Whether to extract and decode the record payload with a schema.
// If unset, defaults to true.
PayloadEnabled *bool
// Whether to extract and decode the record key with a schema.
// If unset, defaults to true.
KeyEnabled *bool
}
// Apply sets the default configuration for the DestinationWithSchemaExtraction middleware.
func (c DestinationWithSchemaExtractionConfig) Apply(m DestinationMiddleware) {
if d, ok := m.(*DestinationWithSchemaExtraction); ok {
d.Config = c
}
}
func (c DestinationWithSchemaExtractionConfig) SchemaPayloadEnabledParameterName() string {
return configDestinationWithSchemaExtractionPayloadEnabled
}
func (c DestinationWithSchemaExtractionConfig) SchemaKeyEnabledParameterName() string {
return configDestinationWithSchemaExtractionKeyEnabled
}
func (c DestinationWithSchemaExtractionConfig) parameters() config.Parameters {
return config.Parameters{
configDestinationWithSchemaExtractionKeyEnabled: {
Default: strconv.FormatBool(*c.KeyEnabled),
Type: config.ParameterTypeBool,
Description: "Whether to extract and decode the record key with a schema.",
},
configDestinationWithSchemaExtractionPayloadEnabled: {
Default: strconv.FormatBool(*c.PayloadEnabled),
Type: config.ParameterTypeBool,
Description: "Whether to extract and decode the record payload with a schema.",
},
}
}
// DestinationWithSchemaExtraction is a middleware that extracts and decodes the
// key and/or payload of a record using a schema. It takes the schema subject and
// version from the record metadata, fetches the schema from the schema service,
// and decodes the key and/or payload using the schema.
// If the schema subject and version is not found in the record metadata, it will
// log a warning and skip decoding the key and/or payload. This middleware is
// useful when the source connector sends the data with the schema attached.
// This middleware is the counterpart of SourceWithSchemaExtraction.
//
// It adds two parameters to the destination config:
// - `sdk.schema.extract.key.enabled` - Whether to extract and decode the
// record key with a schema.
// - `sdk.schema.extract.payload.enabled` - Whether to extract and decode the
// record payload with a schema.
type DestinationWithSchemaExtraction struct {
Config DestinationWithSchemaExtractionConfig
}
// Wrap a Destination into the schema middleware. It will apply default configuration
// values if they are not explicitly set.
func (s *DestinationWithSchemaExtraction) Wrap(impl Destination) Destination {
if s.Config.KeyEnabled == nil {
s.Config.KeyEnabled = ptr(true)
}
if s.Config.PayloadEnabled == nil {
s.Config.PayloadEnabled = ptr(true)
}
return &destinationWithSchemaExtraction{
Destination: impl,
defaults: s.Config,
}
}
// destinationWithSchemaExtraction is the actual middleware implementation.
type destinationWithSchemaExtraction struct {
Destination
defaults DestinationWithSchemaExtractionConfig
payloadEnabled bool
keyEnabled bool
payloadWarnOnce sync.Once
keyWarnOnce sync.Once
}
func (d *destinationWithSchemaExtraction) Parameters() config.Parameters {
return mergeParameters(d.Destination.Parameters(), d.defaults.parameters())
}
func (d *destinationWithSchemaExtraction) Configure(ctx context.Context, config config.Config) error {
err := d.Destination.Configure(ctx, config)
if err != nil {
return err
}
d.keyEnabled = *d.defaults.KeyEnabled
if val, ok := config[configDestinationWithSchemaExtractionKeyEnabled]; ok {
d.keyEnabled, err = strconv.ParseBool(val)
if err != nil {
return fmt.Errorf("invalid %s: failed to parse boolean: %w", configDestinationWithSchemaExtractionKeyEnabled, err)
}
}
d.payloadEnabled = *d.defaults.PayloadEnabled
if val, ok := config[configDestinationWithSchemaExtractionPayloadEnabled]; ok {
d.payloadEnabled, err = strconv.ParseBool(val)
if err != nil {
return fmt.Errorf("invalid %s: failed to parse boolean: %w", configDestinationWithSchemaExtractionPayloadEnabled, err)
}
}
return nil
}
func (d *destinationWithSchemaExtraction) Write(ctx context.Context, records []opencdc.Record) (int, error) {
if d.keyEnabled {
for i := range records {
if err := d.decodeKey(ctx, &records[i]); err != nil {
if len(records) > 0 {
err = fmt.Errorf("record %d: %w", i, err)
}
return 0, err
}
}
}
if d.payloadEnabled {
for i := range records {
if err := d.decodePayload(ctx, &records[i]); err != nil {
if len(records) > 0 {
err = fmt.Errorf("record %d: %w", i, err)
}
return 0, err
}
}
}
return d.Destination.Write(ctx, records)
}
func (d *destinationWithSchemaExtraction) decodeKey(ctx context.Context, rec *opencdc.Record) error {
subject, errSubject := rec.Metadata.GetKeySchemaSubject()
version, errVersion := rec.Metadata.GetKeySchemaVersion()
switch {
case errSubject != nil && !errors.Is(errSubject, opencdc.ErrMetadataFieldNotFound):
return fmt.Errorf("failed to get key schema subject from metadata: %w", errSubject)
case errVersion != nil && !errors.Is(errVersion, opencdc.ErrMetadataFieldNotFound):
return fmt.Errorf("failed to get key schema version from metadata: %w", errVersion)
case errors.Is(errSubject, opencdc.ErrMetadataFieldNotFound) ||
errors.Is(errVersion, opencdc.ErrMetadataFieldNotFound):
// log warning once, to avoid spamming the logs
d.keyWarnOnce.Do(func() {
Logger(ctx).Warn().Msgf(`record does not have an attached schema for the key, consider disabling the destination schema key decoding using "%s: false"`, configDestinationWithSchemaExtractionKeyEnabled)
})
return nil
}
if rec.Key != nil {
decodedKey, err := d.decode(ctx, rec.Key, subject, version)
if err != nil {
return fmt.Errorf("failed to decode key: %w", err)
}
rec.Key = decodedKey
}
return nil
}
func (d *destinationWithSchemaExtraction) decodePayload(ctx context.Context, rec *opencdc.Record) error {
subject, errSubject := rec.Metadata.GetPayloadSchemaSubject()
version, errVersion := rec.Metadata.GetPayloadSchemaVersion()
switch {
case errSubject != nil && !errors.Is(errSubject, opencdc.ErrMetadataFieldNotFound):
return fmt.Errorf("failed to get payload schema subject from metadata: %w", errSubject)
case errVersion != nil && !errors.Is(errVersion, opencdc.ErrMetadataFieldNotFound):
return fmt.Errorf("failed to get payload schema version from metadata: %w", errVersion)
case errors.Is(errSubject, opencdc.ErrMetadataFieldNotFound) ||
errors.Is(errVersion, opencdc.ErrMetadataFieldNotFound):
// log warning once, to avoid spamming the logs
d.payloadWarnOnce.Do(func() {
Logger(ctx).Warn().Msgf(`record does not have an attached schema for the payload, consider disabling the destination schema payload decoding using "%s: false"`, configDestinationWithSchemaExtractionPayloadEnabled)
})
return nil
}
if rec.Payload.Before != nil {
decodedPayloadBefore, err := d.decode(ctx, rec.Payload.Before, subject, version)
if err != nil {
return fmt.Errorf("failed to decode payload.before: %w", err)
}
rec.Payload.Before = decodedPayloadBefore
}
if rec.Payload.After != nil {
decodedPayloadAfter, err := d.decode(ctx, rec.Payload.After, subject, version)
if err != nil {
return fmt.Errorf("failed to decode payload.after: %w", err)
}
rec.Payload.After = decodedPayloadAfter
}
return nil
}
func (d *destinationWithSchemaExtraction) decode(ctx context.Context, data opencdc.Data, subject string, version int) (opencdc.StructuredData, error) {
switch data := data.(type) {
case opencdc.StructuredData:
return data, nil // already decoded
case opencdc.RawData: // let's decode it
default:
return nil, fmt.Errorf("unexpected data type %T", data)
}
sch, err := schema.Get(ctx, subject, version)
if err != nil {
return nil, fmt.Errorf("failed to get schema for %s:%d: %w", subject, version, err)
}
var structuredData opencdc.StructuredData
err = sch.Unmarshal(data.Bytes(), &structuredData)
if err != nil {
return nil, fmt.Errorf("failed to unmarshal bytes with schema: %w", err)
}
return structuredData, nil
}