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383 lines
14 KiB
Go
383 lines
14 KiB
Go
// Licensed to the LF AI & Data foundation under one
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// or more contributor license agreements. See the NOTICE file
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// distributed with this work for additional information
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// regarding copyright ownership. The ASF licenses this file
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// to you under the Apache License, Version 2.0 (the
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// "License"); you may not use this file except in compliance
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// with the License. You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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package datacoord
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import (
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"context"
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"sort"
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"strconv"
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"github.com/milvus-io/milvus-proto/go-api/v3/commonpb"
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"github.com/milvus-io/milvus-proto/go-api/v3/milvuspb"
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"github.com/milvus-io/milvus/internal/distributed/streaming"
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"github.com/milvus-io/milvus/internal/json"
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"github.com/milvus-io/milvus/internal/storage"
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"github.com/milvus-io/milvus/internal/storagev2/packed"
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"github.com/milvus-io/milvus/internal/streamingcoord/server/broadcaster/broadcast"
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"github.com/milvus-io/milvus/pkg/v3/mlog"
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"github.com/milvus-io/milvus/pkg/v3/proto/datapb"
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"github.com/milvus-io/milvus/pkg/v3/proto/messagespb"
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"github.com/milvus-io/milvus/pkg/v3/streaming/util/message"
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"github.com/milvus-io/milvus/pkg/v3/util/merr"
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)
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// CommitBackfillResult fetches the Spark-produced BackfillResult JSON from
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// object storage, classifies each segment entry (V2 vs V3), and dispatches the
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// updates through the BatchUpdateManifest broadcast pipeline. V2 segments carry
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// a column-group upsert; V3 segments carry a manifest version bump. The
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// broadcaster ensures serialization against compaction and other DDL-like
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// operations on the same collection.
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func (s *Server) CommitBackfillResult(ctx context.Context, req *datapb.CommitBackfillResultRequest) (*datapb.CommitBackfillResultResponse, error) {
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log := mlog.With(mlog.String("resultPath", req.GetResultPath()))
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if err := merr.CheckHealthy(s.GetStateCode()); err != nil {
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return &datapb.CommitBackfillResultResponse{Status: merr.Status(err)}, nil
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}
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result, err := s.loadBackfillResult(ctx, req.GetResultPath())
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if err != nil {
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log.Warn(ctx, "CommitBackfillResult failed to load result JSON", mlog.Err(err))
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return &datapb.CommitBackfillResultResponse{Status: merr.Status(err)}, nil
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}
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items, statuses := s.classifyBackfillSegments(ctx, result)
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total := int32(len(result.Segments))
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// Nothing passed pre-validation: surface as top-level failure so the caller
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// knows no broadcast happened. segment_statuses still carry per-segment
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// diagnostics.
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if len(items) == 0 {
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return &datapb.CommitBackfillResultResponse{
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Status: merr.Status(merr.WrapErrParameterInvalidMsg("no backfill segments passed pre-validation")),
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TotalSegments: total,
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SegmentStatuses: statuses,
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FailedSegments: int32(len(statuses)),
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}, nil
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}
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coll, err := s.broker.DescribeCollectionInternal(ctx, result.CollectionID)
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if err != nil {
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log.Warn(ctx, "CommitBackfillResult failed to describe collection", mlog.Err(err), mlog.FieldCollectionID(result.CollectionID))
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return &datapb.CommitBackfillResultResponse{Status: merr.Status(err)}, nil
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}
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// Split items across multiple broadcast messages so a single
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// BatchUpdateManifestMessageBody never exceeds the broker's message size
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// limit (Pulsar defaults to 5MiB). Each batch acquires its own broadcaster
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// because broadcasterWithRK consumes its resource-key guards on the first
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// Broadcast call and would panic on any subsequent call. Failure of one
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// batch does not cancel subsequent batches; per-segment statuses reflect
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// batch-level outcomes.
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channels := []string{streaming.WAL().ControlChannel()}
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var lastErr error
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for start := 0; start < len(items); start += maxItemsPerBroadcast {
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end := start + maxItemsPerBroadcast
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if end > len(items) {
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end = len(items)
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}
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batch := items[start:end]
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if err := broadcastBackfillBatch(ctx, coll, result.CollectionID, channels, batch); err != nil {
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log.Error(ctx, "CommitBackfillResult broadcast batch failed",
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mlog.Err(err), mlog.Int("batchStart", start), mlog.Int("batchEnd", end))
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lastErr = err
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appendItemStatuses(&statuses, batch, false, err.Error())
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continue
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}
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appendItemStatuses(&statuses, batch, true, "")
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}
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committed, failed := countStatuses(statuses)
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log.Info(ctx, "CommitBackfillResult broadcast completed",
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mlog.Int32("total", total),
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mlog.Int32("committed", committed),
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mlog.Int32("failed", failed))
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// Top-level Success unless every broadcast failed -- partial failures are
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// surfaced through per-segment statuses.
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respStatus := merr.Success()
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if committed == 0 && lastErr != nil {
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respStatus = merr.Status(lastErr)
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}
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return &datapb.CommitBackfillResultResponse{
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Status: respStatus,
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TotalSegments: total,
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CommittedSegments: committed,
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FailedSegments: failed,
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SegmentStatuses: sortStatuses(statuses),
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}, nil
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}
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// maxItemsPerBroadcast caps the number of BatchUpdateManifestItem entries
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// packed into a single broadcast message. With item payloads in the
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// ~1-2KiB range for V2 column groups this stays well under Pulsar's default
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// 5MiB maxMessageSize while keeping broadcast overhead low.
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const maxItemsPerBroadcast = 512
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// broadcastBackfillBatch acquires a fresh broadcaster bound to the
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// collection's shared resource keys and issues exactly one broadcast for the
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// given items. broadcasterWithRK nils out its lock guards on the first
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// Broadcast call, so each batch needs its own broadcaster.
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func broadcastBackfillBatch(
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ctx context.Context,
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coll *milvuspb.DescribeCollectionResponse,
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collectionID int64,
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channels []string,
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items []*messagespb.BatchUpdateManifestItem,
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) error {
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broadcaster, err := broadcast.StartBroadcastWithResourceKeys(ctx,
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message.NewSharedDBNameResourceKey(coll.GetDbName()),
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message.NewSharedCollectionNameResourceKey(coll.GetDbName(), coll.GetCollectionName()),
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)
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if err != nil {
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return err
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}
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defer broadcaster.Close()
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_, err = broadcaster.Broadcast(ctx, message.NewBatchUpdateManifestMessageBuilderV2().
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WithHeader(&message.BatchUpdateManifestMessageHeader{
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CollectionId: collectionID,
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}).
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WithBody(&message.BatchUpdateManifestMessageBody{
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Items: items,
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}).
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WithBroadcast(channels).
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MustBuildBroadcast(),
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)
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return err
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}
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func appendItemStatuses(out *[]*datapb.CommitBackfillResultSegmentStatus, batch []*messagespb.BatchUpdateManifestItem, ok bool, reason string) {
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for _, it := range batch {
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kind := "v3"
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if it.GetV2ColumnGroups() != nil {
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kind = "v2"
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}
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*out = append(*out, &datapb.CommitBackfillResultSegmentStatus{
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SegmentId: it.GetSegmentId(), Ok: ok, Kind: kind, Reason: reason,
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})
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}
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}
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// maxBackfillResultBytes caps the size of the result JSON read from object
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// storage. The JSON is produced by an external system (Spark) and loaded into
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// memory in one shot; a hard cap protects DataCoord from OOM on an oversized
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// or malicious input. Real-world backfill results for collections in the
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// hundreds of thousands of segments comfortably fit within this limit.
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const maxBackfillResultBytes int64 = 64 * 1024 * 1024 // 64MiB
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// loadBackfillResult reads and decodes the result JSON. The bucket is inferred
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// from the configured chunk manager (if it exposes BucketName()) and used to
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// reject s3a://<other-bucket>/... paths early.
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func (s *Server) loadBackfillResult(ctx context.Context, rawPath string) (*BackfillResult, error) {
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if rawPath == "" {
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return nil, merr.WrapErrParameterMissingMsg("result_path is required")
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}
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bucket := bucketFromChunkManager(s.meta.chunkManager)
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key, err := normalizeObjectKey(rawPath, bucket)
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if err != nil {
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return nil, merr.WrapErrParameterInvalidMsg(err.Error())
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}
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// Pre-check the object size so an untrusted external caller cannot force
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// an unbounded in-memory Read.
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size, err := s.meta.chunkManager.Size(ctx, key)
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if err != nil {
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return nil, err
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}
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if size > maxBackfillResultBytes {
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return nil, merr.WrapErrParameterInvalidMsg(
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"backfill result JSON " + strconv.FormatInt(size, 10) +
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" bytes exceeds limit " + strconv.FormatInt(maxBackfillResultBytes, 10))
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}
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raw, err := s.meta.chunkManager.Read(ctx, key)
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if err != nil {
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return nil, err
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}
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var result BackfillResult
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if err := json.Unmarshal(raw, &result); err != nil {
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return nil, merr.WrapErrParameterInvalidMsg("failed to decode backfill result JSON: " + err.Error())
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}
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if !result.Success {
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return nil, merr.WrapErrParameterInvalidMsg("backfill reported success=false; refusing to commit")
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}
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if result.CollectionID == 0 {
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return nil, merr.WrapErrParameterInvalidMsg("backfill result missing collectionId")
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}
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if len(result.Segments) == 0 {
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return nil, merr.WrapErrParameterInvalidMsg("backfill result has no segments")
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}
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return &result, nil
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}
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// classifyBackfillSegments validates each segment entry and constructs the
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// broadcast items. Returns the items to broadcast plus per-segment failure
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// statuses recorded during pre-validation (so callers can surface them to the
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// client even when a segment never reached broadcast).
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func (s *Server) classifyBackfillSegments(ctx context.Context, result *BackfillResult) ([]*messagespb.BatchUpdateManifestItem, []*datapb.CommitBackfillResultSegmentStatus) {
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bucket := bucketFromChunkManager(s.meta.chunkManager)
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items := make([]*messagespb.BatchUpdateManifestItem, 0, len(result.Segments))
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statuses := make([]*datapb.CommitBackfillResultSegmentStatus, 0)
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// Deterministic order so broadcast items & diagnostic output are stable.
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segIDs := make([]string, 0, len(result.Segments))
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for k := range result.Segments {
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segIDs = append(segIDs, k)
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}
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sort.Strings(segIDs)
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for _, segIDStr := range segIDs {
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entry := result.Segments[segIDStr]
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segID, perr := strconv.ParseInt(segIDStr, 10, 64)
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if perr != nil {
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statuses = append(statuses, &datapb.CommitBackfillResultSegmentStatus{
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SegmentId: 0, Ok: false, Kind: "", Reason: "invalid segment id " + segIDStr,
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})
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continue
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}
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segInfo := s.meta.GetSegment(ctx, segID)
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if segInfo == nil {
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statuses = append(statuses, &datapb.CommitBackfillResultSegmentStatus{
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SegmentId: segID, Ok: false, Kind: inferKind(&entry), Reason: "segment not found in meta",
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})
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continue
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}
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if segInfo.GetCollectionID() != result.CollectionID {
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statuses = append(statuses, &datapb.CommitBackfillResultSegmentStatus{
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SegmentId: segID, Ok: false, Kind: inferKind(&entry),
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Reason: "segment does not belong to the result's collection",
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})
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continue
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}
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// Partition-scoped backfills set PartitionID to the target partition;
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// collection-wide backfills leave it at 0 (no check). When non-zero,
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// rejecting a mismatching segment prevents writing metadata against
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// the wrong partition.
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if result.PartitionID != 0 && segInfo.GetPartitionID() != result.PartitionID {
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statuses = append(statuses, &datapb.CommitBackfillResultSegmentStatus{
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SegmentId: segID, Ok: false, Kind: inferKind(&entry),
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Reason: "segment does not belong to the result's partition",
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})
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continue
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}
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if segInfo.GetState() != commonpb.SegmentState_Flushed {
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statuses = append(statuses, &datapb.CommitBackfillResultSegmentStatus{
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SegmentId: segID, Ok: false, Kind: inferKind(&entry),
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Reason: "segment state is not Flushed: " + segInfo.GetState().String(),
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})
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continue
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}
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if entry.IsV2() {
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if segInfo.GetStorageVersion() != storage.StorageV2 {
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statuses = append(statuses, &datapb.CommitBackfillResultSegmentStatus{
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SegmentId: segID, Ok: false, Kind: "v2",
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Reason: "segment storage version is not V2",
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})
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continue
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}
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groups, err := buildV2Groups(bucket, &entry)
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if err != nil {
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statuses = append(statuses, &datapb.CommitBackfillResultSegmentStatus{
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SegmentId: segID, Ok: false, Kind: "v2", Reason: err.Error(),
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})
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continue
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}
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items = append(items, &messagespb.BatchUpdateManifestItem{
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SegmentId: segID,
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V2ColumnGroups: &messagespb.BatchUpdateManifestV2ColumnGroups{
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ColumnGroups: groups,
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},
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})
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} else {
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// V3 path
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if segInfo.GetStorageVersion() != storage.StorageV3 {
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statuses = append(statuses, &datapb.CommitBackfillResultSegmentStatus{
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SegmentId: segID, Ok: false, Kind: "v3",
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Reason: "segment storage version is not V3",
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})
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continue
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}
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// UpdateManifestVersion no-ops when ManifestPath is empty. Reject
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// here so the caller never sees a fake committed=true.
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if segInfo.GetManifestPath() == "" {
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statuses = append(statuses, &datapb.CommitBackfillResultSegmentStatus{
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SegmentId: segID, Ok: false, Kind: "v3",
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Reason: "segment has no existing manifest path",
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})
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continue
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}
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if entry.Version <= 0 {
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statuses = append(statuses, &datapb.CommitBackfillResultSegmentStatus{
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SegmentId: segID, Ok: false, Kind: "v3",
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Reason: "missing or invalid manifest version",
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})
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continue
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}
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// Reject stale results (e.g. Spark retry) that would move the
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// manifest pointer backwards. UpdateManifestVersion short-circuits
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// only on equality, so enforcing strict monotonicity here is the
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// correct guard against silent rollback.
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_, currentVer, verErr := packed.UnmarshalManifestPath(segInfo.GetManifestPath())
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if verErr != nil {
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statuses = append(statuses, &datapb.CommitBackfillResultSegmentStatus{
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SegmentId: segID, Ok: false, Kind: "v3",
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Reason: "failed to parse current manifest path: " + verErr.Error(),
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})
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continue
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}
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if entry.Version <= currentVer {
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statuses = append(statuses, &datapb.CommitBackfillResultSegmentStatus{
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SegmentId: segID, Ok: false, Kind: "v3",
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Reason: "incoming manifest version " + strconv.FormatInt(entry.Version, 10) +
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" is not greater than current " + strconv.FormatInt(currentVer, 10),
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})
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continue
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}
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items = append(items, &messagespb.BatchUpdateManifestItem{
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SegmentId: segID,
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ManifestVersion: entry.Version,
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})
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}
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}
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return items, statuses
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}
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func inferKind(entry *BackfillSegment) string {
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if entry.IsV2() {
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return "v2"
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}
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return "v3"
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}
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func countStatuses(statuses []*datapb.CommitBackfillResultSegmentStatus) (committed, failed int32) {
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for _, st := range statuses {
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if st.GetOk() {
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committed++
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} else {
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failed++
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}
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}
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return committed, failed
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}
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func sortStatuses(statuses []*datapb.CommitBackfillResultSegmentStatus) []*datapb.CommitBackfillResultSegmentStatus {
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sort.SliceStable(statuses, func(i, j int) bool {
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return statuses[i].GetSegmentId() < statuses[j].GetSegmentId()
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})
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return statuses
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}
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