Refine delete by expression for forbid proxy dml task scheduler hang (#29340)

relate: https://github.com/milvus-io/milvus/issues/29146

---------

Signed-off-by: aoiasd <zhicheng.yue@zilliz.com>
pull/29512/head
aoiasd 2023-12-26 19:52:48 +08:00 committed by GitHub
parent 7c7003bff6
commit a76e3b2813
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
11 changed files with 1069 additions and 757 deletions

2
go.mod
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@ -23,7 +23,7 @@ require (
github.com/grpc-ecosystem/go-grpc-middleware v1.3.0 github.com/grpc-ecosystem/go-grpc-middleware v1.3.0
github.com/klauspost/compress v1.16.7 github.com/klauspost/compress v1.16.7
github.com/mgutz/ansi v0.0.0-20200706080929-d51e80ef957d github.com/mgutz/ansi v0.0.0-20200706080929-d51e80ef957d
github.com/milvus-io/milvus-proto/go-api/v2 v2.3.4-0.20231211073628-ce99324c276c github.com/milvus-io/milvus-proto/go-api/v2 v2.3.4-0.20231220103033-abd0d12ba669
github.com/minio/minio-go/v7 v7.0.61 github.com/minio/minio-go/v7 v7.0.61
github.com/prometheus/client_golang v1.14.0 github.com/prometheus/client_golang v1.14.0
github.com/prometheus/client_model v0.3.0 github.com/prometheus/client_model v0.3.0

4
go.sum
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@ -583,8 +583,8 @@ github.com/microcosm-cc/bluemonday v1.0.2/go.mod h1:iVP4YcDBq+n/5fb23BhYFvIMq/le
github.com/miekg/dns v1.0.14/go.mod h1:W1PPwlIAgtquWBMBEV9nkV9Cazfe8ScdGz/Lj7v3Nrg= github.com/miekg/dns v1.0.14/go.mod h1:W1PPwlIAgtquWBMBEV9nkV9Cazfe8ScdGz/Lj7v3Nrg=
github.com/milvus-io/gorocksdb v0.0.0-20220624081344-8c5f4212846b h1:TfeY0NxYxZzUfIfYe5qYDBzt4ZYRqzUjTR6CvUzjat8= github.com/milvus-io/gorocksdb v0.0.0-20220624081344-8c5f4212846b h1:TfeY0NxYxZzUfIfYe5qYDBzt4ZYRqzUjTR6CvUzjat8=
github.com/milvus-io/gorocksdb v0.0.0-20220624081344-8c5f4212846b/go.mod h1:iwW+9cWfIzzDseEBCCeDSN5SD16Tidvy8cwQ7ZY8Qj4= github.com/milvus-io/gorocksdb v0.0.0-20220624081344-8c5f4212846b/go.mod h1:iwW+9cWfIzzDseEBCCeDSN5SD16Tidvy8cwQ7ZY8Qj4=
github.com/milvus-io/milvus-proto/go-api/v2 v2.3.4-0.20231211073628-ce99324c276c h1:Wbc2IZt/13+B5jc8JPU/dOxGYy+1jeOsChVgcza+qgw= github.com/milvus-io/milvus-proto/go-api/v2 v2.3.4-0.20231220103033-abd0d12ba669 h1:yUtc+pVKVhmmnwTY9iyV8+EmhrNjZ74Hxm3y5QKCNyg=
github.com/milvus-io/milvus-proto/go-api/v2 v2.3.4-0.20231211073628-ce99324c276c/go.mod h1:1OIl0v5PQeNxIJhCvY+K55CBUOYDZevw9g9380u1Wek= github.com/milvus-io/milvus-proto/go-api/v2 v2.3.4-0.20231220103033-abd0d12ba669/go.mod h1:1OIl0v5PQeNxIJhCvY+K55CBUOYDZevw9g9380u1Wek=
github.com/milvus-io/milvus-storage/go v0.0.0-20231109072809-1cd7b0866092 h1:UYJ7JB+QlMOoFHNdd8mUa3/lV63t9dnBX7ILXmEEWPY= github.com/milvus-io/milvus-storage/go v0.0.0-20231109072809-1cd7b0866092 h1:UYJ7JB+QlMOoFHNdd8mUa3/lV63t9dnBX7ILXmEEWPY=
github.com/milvus-io/milvus-storage/go v0.0.0-20231109072809-1cd7b0866092/go.mod h1:GPETMcTZq1gLY1WA6Na5kiNAKnq8SEMMiVKUZrM3sho= github.com/milvus-io/milvus-storage/go v0.0.0-20231109072809-1cd7b0866092/go.mod h1:GPETMcTZq1gLY1WA6Na5kiNAKnq8SEMMiVKUZrM3sho=
github.com/milvus-io/pulsar-client-go v0.6.10 h1:eqpJjU+/QX0iIhEo3nhOqMNXL+TyInAs1IAHZCrCM/A= github.com/milvus-io/pulsar-client-go v0.6.10 h1:eqpJjU+/QX0iIhEo3nhOqMNXL+TyInAs1IAHZCrCM/A=

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@ -0,0 +1,142 @@
// Code generated by mockery v2.32.4. DO NOT EDIT.
package allocator
import mock "github.com/stretchr/testify/mock"
// MockAllocator is an autogenerated mock type for the Interface type
type MockAllocator struct {
mock.Mock
}
type MockAllocator_Expecter struct {
mock *mock.Mock
}
func (_m *MockAllocator) EXPECT() *MockAllocator_Expecter {
return &MockAllocator_Expecter{mock: &_m.Mock}
}
// Alloc provides a mock function with given fields: count
func (_m *MockAllocator) Alloc(count uint32) (int64, int64, error) {
ret := _m.Called(count)
var r0 int64
var r1 int64
var r2 error
if rf, ok := ret.Get(0).(func(uint32) (int64, int64, error)); ok {
return rf(count)
}
if rf, ok := ret.Get(0).(func(uint32) int64); ok {
r0 = rf(count)
} else {
r0 = ret.Get(0).(int64)
}
if rf, ok := ret.Get(1).(func(uint32) int64); ok {
r1 = rf(count)
} else {
r1 = ret.Get(1).(int64)
}
if rf, ok := ret.Get(2).(func(uint32) error); ok {
r2 = rf(count)
} else {
r2 = ret.Error(2)
}
return r0, r1, r2
}
// MockAllocator_Alloc_Call is a *mock.Call that shadows Run/Return methods with type explicit version for method 'Alloc'
type MockAllocator_Alloc_Call struct {
*mock.Call
}
// Alloc is a helper method to define mock.On call
// - count uint32
func (_e *MockAllocator_Expecter) Alloc(count interface{}) *MockAllocator_Alloc_Call {
return &MockAllocator_Alloc_Call{Call: _e.mock.On("Alloc", count)}
}
func (_c *MockAllocator_Alloc_Call) Run(run func(count uint32)) *MockAllocator_Alloc_Call {
_c.Call.Run(func(args mock.Arguments) {
run(args[0].(uint32))
})
return _c
}
func (_c *MockAllocator_Alloc_Call) Return(_a0 int64, _a1 int64, _a2 error) *MockAllocator_Alloc_Call {
_c.Call.Return(_a0, _a1, _a2)
return _c
}
func (_c *MockAllocator_Alloc_Call) RunAndReturn(run func(uint32) (int64, int64, error)) *MockAllocator_Alloc_Call {
_c.Call.Return(run)
return _c
}
// AllocOne provides a mock function with given fields:
func (_m *MockAllocator) AllocOne() (int64, error) {
ret := _m.Called()
var r0 int64
var r1 error
if rf, ok := ret.Get(0).(func() (int64, error)); ok {
return rf()
}
if rf, ok := ret.Get(0).(func() int64); ok {
r0 = rf()
} else {
r0 = ret.Get(0).(int64)
}
if rf, ok := ret.Get(1).(func() error); ok {
r1 = rf()
} else {
r1 = ret.Error(1)
}
return r0, r1
}
// MockAllocator_AllocOne_Call is a *mock.Call that shadows Run/Return methods with type explicit version for method 'AllocOne'
type MockAllocator_AllocOne_Call struct {
*mock.Call
}
// AllocOne is a helper method to define mock.On call
func (_e *MockAllocator_Expecter) AllocOne() *MockAllocator_AllocOne_Call {
return &MockAllocator_AllocOne_Call{Call: _e.mock.On("AllocOne")}
}
func (_c *MockAllocator_AllocOne_Call) Run(run func()) *MockAllocator_AllocOne_Call {
_c.Call.Run(func(args mock.Arguments) {
run()
})
return _c
}
func (_c *MockAllocator_AllocOne_Call) Return(_a0 int64, _a1 error) *MockAllocator_AllocOne_Call {
_c.Call.Return(_a0, _a1)
return _c
}
func (_c *MockAllocator_AllocOne_Call) RunAndReturn(run func() (int64, error)) *MockAllocator_AllocOne_Call {
_c.Call.Return(run)
return _c
}
// NewMockAllocator creates a new instance of MockAllocator. It also registers a testing interface on the mock and a cleanup function to assert the mocks expectations.
// The first argument is typically a *testing.T value.
func NewMockAllocator(t interface {
mock.TestingT
Cleanup(func())
}) *MockAllocator {
mock := &MockAllocator{}
mock.Mock.Test(t)
t.Cleanup(func() { mock.AssertExpectations(t) })
return mock
}

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@ -2397,20 +2397,19 @@ func (node *Proxy) Delete(ctx context.Context, request *milvuspb.DeleteRequest)
metrics.ProxyFunctionCall.WithLabelValues(strconv.FormatInt(paramtable.GetNodeID(), 10), method, metrics.ProxyFunctionCall.WithLabelValues(strconv.FormatInt(paramtable.GetNodeID(), 10), method,
metrics.TotalLabel).Inc() metrics.TotalLabel).Inc()
dt := &deleteTask{
ctx: ctx, dr := &deleteRunner{
Condition: NewTaskCondition(ctx),
req: request, req: request,
idAllocator: node.rowIDAllocator, idAllocator: node.rowIDAllocator,
tsoAllocatorIns: node.tsoAllocator,
chMgr: node.chMgr, chMgr: node.chMgr,
chTicker: node.chTicker, chTicker: node.chTicker,
queue: node.sched.dmQueue,
lb: node.lbPolicy, lb: node.lbPolicy,
} }
log.Debug("Enqueue delete request in Proxy") log.Debug("init delete runner in Proxy")
if err := dr.Init(ctx); err != nil {
// MsgID will be set by Enqueue()
if err := node.sched.dmQueue.Enqueue(dt); err != nil {
log.Error("Failed to enqueue delete task: " + err.Error()) log.Error("Failed to enqueue delete task: " + err.Error())
metrics.ProxyFunctionCall.WithLabelValues(strconv.FormatInt(paramtable.GetNodeID(), 10), method, metrics.ProxyFunctionCall.WithLabelValues(strconv.FormatInt(paramtable.GetNodeID(), 10), method,
metrics.AbandonLabel).Inc() metrics.AbandonLabel).Inc()
@ -2420,25 +2419,26 @@ func (node *Proxy) Delete(ctx context.Context, request *milvuspb.DeleteRequest)
}, nil }, nil
} }
log.Debug("Detail of delete request in Proxy") log.Debug("Run delete in Proxy")
if err := dt.WaitToFinish(); err != nil { if err := dr.Run(ctx); err != nil {
log.Error("Failed to execute delete task in task scheduler: " + err.Error()) log.Error("Failed to enqueue delete task: " + err.Error())
metrics.ProxyFunctionCall.WithLabelValues(strconv.FormatInt(paramtable.GetNodeID(), 10), method, metrics.ProxyFunctionCall.WithLabelValues(strconv.FormatInt(paramtable.GetNodeID(), 10), method,
metrics.FailLabel).Inc() metrics.AbandonLabel).Inc()
return &milvuspb.MutationResult{ return &milvuspb.MutationResult{
Status: merr.Status(err), Status: merr.Status(err),
}, nil }, nil
} }
receiveSize := proto.Size(dt.req) receiveSize := proto.Size(dr.req)
rateCol.Add(internalpb.RateType_DMLDelete.String(), float64(receiveSize)) rateCol.Add(internalpb.RateType_DMLDelete.String(), float64(receiveSize))
metrics.ProxyFunctionCall.WithLabelValues(strconv.FormatInt(paramtable.GetNodeID(), 10), method, metrics.ProxyFunctionCall.WithLabelValues(strconv.FormatInt(paramtable.GetNodeID(), 10), method,
metrics.SuccessLabel).Inc() metrics.SuccessLabel).Inc()
metrics.ProxyMutationLatency.WithLabelValues(strconv.FormatInt(paramtable.GetNodeID(), 10), metrics.DeleteLabel).Observe(float64(tr.ElapseSpan().Milliseconds())) metrics.ProxyMutationLatency.WithLabelValues(strconv.FormatInt(paramtable.GetNodeID(), 10), metrics.DeleteLabel).Observe(float64(tr.ElapseSpan().Milliseconds()))
metrics.ProxyCollectionMutationLatency.WithLabelValues(strconv.FormatInt(paramtable.GetNodeID(), 10), metrics.DeleteLabel, request.CollectionName).Observe(float64(tr.ElapseSpan().Milliseconds())) metrics.ProxyCollectionMutationLatency.WithLabelValues(strconv.FormatInt(paramtable.GetNodeID(), 10), metrics.DeleteLabel, request.CollectionName).Observe(float64(tr.ElapseSpan().Milliseconds()))
return dt.result, nil return dr.result, nil
} }
// Upsert upsert records into collection. // Upsert upsert records into collection.

View File

@ -8,6 +8,7 @@ import (
"github.com/cockroachdb/errors" "github.com/cockroachdb/errors"
"github.com/golang/protobuf/proto" "github.com/golang/protobuf/proto"
"go.opentelemetry.io/otel" "go.opentelemetry.io/otel"
"go.uber.org/atomic"
"go.uber.org/zap" "go.uber.org/zap"
"github.com/milvus-io/milvus-proto/go-api/v2/commonpb" "github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
@ -38,7 +39,6 @@ type deleteTask struct {
tr *timerecord.TimeRecorder tr *timerecord.TimeRecorder
req *milvuspb.DeleteRequest req *milvuspb.DeleteRequest
result *milvuspb.MutationResult
// channel // channel
chMgr channelsMgr chMgr channelsMgr
@ -46,17 +46,20 @@ type deleteTask struct {
pChannels []pChan pChannels []pChan
vChannels []vChan vChannels []vChan
idAllocator *allocator.IDAllocator idAllocator allocator.Interface
lb LBPolicy
// delete info // delete info
schema *schemapb.CollectionSchema primaryKeys *schemapb.IDs
ts Timestamp
msgID UniqueID
collectionID UniqueID collectionID UniqueID
partitionID UniqueID partitionID UniqueID
count int
partitionKeyMode bool partitionKeyMode bool
// set by scheduler
ts Timestamp
msgID UniqueID
// result
count int64
} }
func (dt *deleteTask) TraceCtx() context.Context { func (dt *deleteTask) TraceCtx() context.Context {
@ -112,115 +115,14 @@ func (dt *deleteTask) getChannels() []pChan {
return dt.pChannels return dt.pChannels
} }
func getExpr(plan *planpb.PlanNode) (bool, *planpb.Expr_TermExpr) {
// simple delete request need expr with "pk in [a, b]"
termExpr, ok := plan.Node.(*planpb.PlanNode_Query).Query.Predicates.Expr.(*planpb.Expr_TermExpr)
if !ok {
return false, nil
}
if !termExpr.TermExpr.GetColumnInfo().GetIsPrimaryKey() {
return false, nil
}
return true, termExpr
}
func getPrimaryKeysFromExpr(schema *schemapb.CollectionSchema, termExpr *planpb.Expr_TermExpr) (res *schemapb.IDs, rowNum int64, err error) {
res = &schemapb.IDs{}
rowNum = int64(len(termExpr.TermExpr.Values))
switch termExpr.TermExpr.ColumnInfo.GetDataType() {
case schemapb.DataType_Int64:
ids := make([]int64, 0)
for _, v := range termExpr.TermExpr.Values {
ids = append(ids, v.GetInt64Val())
}
res.IdField = &schemapb.IDs_IntId{
IntId: &schemapb.LongArray{
Data: ids,
},
}
case schemapb.DataType_VarChar:
ids := make([]string, 0)
for _, v := range termExpr.TermExpr.Values {
ids = append(ids, v.GetStringVal())
}
res.IdField = &schemapb.IDs_StrId{
StrId: &schemapb.StringArray{
Data: ids,
},
}
default:
return res, 0, fmt.Errorf("invalid field data type specifyed in delete expr")
}
return res, rowNum, nil
}
func (dt *deleteTask) PreExecute(ctx context.Context) error { func (dt *deleteTask) PreExecute(ctx context.Context) error {
dt.result = &milvuspb.MutationResult{
Status: merr.Success(),
IDs: &schemapb.IDs{
IdField: nil,
},
Timestamp: dt.BeginTs(),
}
log := log.Ctx(ctx)
collName := dt.req.GetCollectionName()
if err := validateCollectionName(collName); err != nil {
return ErrWithLog(log, "Invalid collection name", err)
}
collID, err := globalMetaCache.GetCollectionID(ctx, dt.req.GetDbName(), collName)
if err != nil {
return ErrWithLog(log, "Failed to get collection id", err)
}
dt.collectionID = collID
dt.partitionKeyMode, err = isPartitionKeyMode(ctx, dt.req.GetDbName(), dt.req.GetCollectionName())
if err != nil {
return ErrWithLog(log, "Failed to get partition key mode", err)
}
if dt.partitionKeyMode && len(dt.req.PartitionName) != 0 {
return errors.New("not support manually specifying the partition names if partition key mode is used")
}
// If partitionName is not empty, partitionID will be set.
if len(dt.req.PartitionName) > 0 {
partName := dt.req.GetPartitionName()
if err := validatePartitionTag(partName, true); err != nil {
return ErrWithLog(log, "Invalid partition name", err)
}
partID, err := globalMetaCache.GetPartitionID(ctx, dt.req.GetDbName(), collName, partName)
if err != nil {
return ErrWithLog(log, "Failed to get partition id", err)
}
dt.partitionID = partID
} else {
dt.partitionID = common.InvalidPartitionID
}
schema, err := globalMetaCache.GetCollectionSchema(ctx, dt.req.GetDbName(), collName)
if err != nil {
return ErrWithLog(log, "Failed to get collection schema", err)
}
dt.schema = schema
// hash primary keys to channels
channelNames, err := dt.chMgr.getVChannels(dt.collectionID)
if err != nil {
return ErrWithLog(log, "Failed to get primary keys from expr", err)
}
dt.vChannels = channelNames
log.Debug("pre delete done", zap.Int64("collection_id", dt.collectionID))
return nil return nil
} }
func (dt *deleteTask) Execute(ctx context.Context) (err error) { func (dt *deleteTask) Execute(ctx context.Context) (err error) {
ctx, sp := otel.Tracer(typeutil.ProxyRole).Start(ctx, "Proxy-Delete-Execute") ctx, sp := otel.Tracer(typeutil.ProxyRole).Start(ctx, "Proxy-Delete-Execute")
defer sp.End() defer sp.End()
log := log.Ctx(ctx) // log := log.Ctx(ctx)
if len(dt.req.GetExpr()) == 0 { if len(dt.req.GetExpr()) == 0 {
return merr.WrapErrParameterInvalid("valid expr", "empty expr", "invalid expression") return merr.WrapErrParameterInvalid("valid expr", "empty expr", "invalid expression")
@ -232,162 +134,7 @@ func (dt *deleteTask) Execute(ctx context.Context) (err error) {
return err return err
} }
plan, err := planparserv2.CreateRetrievePlan(dt.schema, dt.req.Expr) hashValues := typeutil.HashPK2Channels(dt.primaryKeys, dt.vChannels)
if err != nil {
return fmt.Errorf("failed to create expr plan, expr = %s", dt.req.GetExpr())
}
isSimple, termExp := getExpr(plan)
if isSimple {
// if could get delete.primaryKeys from delete expr
err := dt.simpleDelete(ctx, termExp, stream)
if err != nil {
return err
}
} else {
// if get complex delete expr
// need query from querynode before delete
err = dt.complexDelete(ctx, plan, stream)
if err != nil {
log.Warn("complex delete failed,but delete some data", zap.Int("count", dt.count), zap.String("expr", dt.req.GetExpr()))
return err
}
}
return nil
}
func (dt *deleteTask) PostExecute(ctx context.Context) error {
return nil
}
func (dt *deleteTask) getStreamingQueryAndDelteFunc(stream msgstream.MsgStream, plan *planpb.PlanNode) executeFunc {
return func(ctx context.Context, nodeID int64, qn types.QueryNodeClient, channelIDs ...string) error {
var partitionIDs []int64
// optimize query when partitionKey on
if dt.partitionKeyMode {
expr, err := ParseExprFromPlan(plan)
if err != nil {
return err
}
partitionKeys := ParsePartitionKeys(expr)
hashedPartitionNames, err := assignPartitionKeys(ctx, dt.req.GetDbName(), dt.req.GetCollectionName(), partitionKeys)
if err != nil {
return err
}
partitionIDs, err = getPartitionIDs(ctx, dt.req.GetDbName(), dt.req.GetCollectionName(), hashedPartitionNames)
if err != nil {
return err
}
} else if dt.partitionID != common.InvalidFieldID {
partitionIDs = []int64{dt.partitionID}
}
log := log.Ctx(ctx).With(
zap.Int64("collectionID", dt.collectionID),
zap.Int64s("partitionIDs", partitionIDs),
zap.Strings("channels", channelIDs),
zap.Int64("nodeID", nodeID))
// set plan
_, outputFieldIDs := translatePkOutputFields(dt.schema)
outputFieldIDs = append(outputFieldIDs, common.TimeStampField)
plan.OutputFieldIds = outputFieldIDs
log.Debug("start query for delete")
serializedPlan, err := proto.Marshal(plan)
if err != nil {
return err
}
queryReq := &querypb.QueryRequest{
Req: &internalpb.RetrieveRequest{
Base: commonpbutil.NewMsgBase(
commonpbutil.WithMsgType(commonpb.MsgType_Retrieve),
commonpbutil.WithMsgID(dt.msgID),
commonpbutil.WithSourceID(paramtable.GetNodeID()),
commonpbutil.WithTargetID(nodeID),
),
MvccTimestamp: dt.ts,
ReqID: paramtable.GetNodeID(),
DbID: 0, // TODO
CollectionID: dt.collectionID,
PartitionIDs: partitionIDs,
SerializedExprPlan: serializedPlan,
OutputFieldsId: outputFieldIDs,
GuaranteeTimestamp: parseGuaranteeTsFromConsistency(dt.ts, dt.ts, commonpb.ConsistencyLevel_Bounded),
},
DmlChannels: channelIDs,
Scope: querypb.DataScope_All,
}
rc := timerecord.NewTimeRecorder("QueryStreamDelete")
client, err := qn.QueryStream(ctx, queryReq)
if err != nil {
log.Warn("query stream for delete create failed", zap.Error(err))
return err
}
for {
result, err := client.Recv()
if err != nil {
if err == io.EOF {
log.Debug("query stream for delete finished", zap.Int64("msgID", dt.msgID), zap.Duration("duration", rc.ElapseSpan()))
return nil
}
return err
}
err = merr.Error(result.GetStatus())
if err != nil {
log.Warn("query stream for delete get error status", zap.Int64("msgID", dt.msgID), zap.Error(err))
return err
}
err = dt.produce(ctx, stream, result.GetIds())
if err != nil {
log.Warn("query stream for delete produce result failed", zap.Int64("msgID", dt.msgID), zap.Error(err))
return err
}
}
}
}
func (dt *deleteTask) complexDelete(ctx context.Context, plan *planpb.PlanNode, stream msgstream.MsgStream) error {
err := dt.lb.Execute(ctx, CollectionWorkLoad{
db: dt.req.GetDbName(),
collectionName: dt.req.GetCollectionName(),
collectionID: dt.collectionID,
nq: 1,
exec: dt.getStreamingQueryAndDelteFunc(stream, plan),
})
if err != nil {
log.Warn("fail to get or create dml stream", zap.Error(err))
return err
}
return nil
}
func (dt *deleteTask) simpleDelete(ctx context.Context, termExp *planpb.Expr_TermExpr, stream msgstream.MsgStream) error {
primaryKeys, numRow, err := getPrimaryKeysFromExpr(dt.schema, termExp)
if err != nil {
log.Info("Failed to get primary keys from expr", zap.Error(err))
return err
}
log.Debug("get primary keys from expr",
zap.Int64("len of primary keys", numRow),
zap.Int64("collectionID", dt.collectionID),
zap.Int64("partitionID", dt.partitionID))
err = dt.produce(ctx, stream, primaryKeys)
if err != nil {
return err
}
return nil
}
func (dt *deleteTask) produce(ctx context.Context, stream msgstream.MsgStream, primaryKeys *schemapb.IDs) error {
hashValues := typeutil.HashPK2Channels(primaryKeys, dt.vChannels)
// repack delete msg by dmChannel // repack delete msg by dmChannel
result := make(map[uint32]msgstream.TsMsg) result := make(map[uint32]msgstream.TsMsg)
numRows := int64(0) numRows := int64(0)
@ -406,7 +153,7 @@ func (dt *deleteTask) produce(ctx context.Context, stream msgstream.MsgStream, p
curMsg.HashValues = append(curMsg.HashValues, hashValues[index]) curMsg.HashValues = append(curMsg.HashValues, hashValues[index])
curMsg.Timestamps = append(curMsg.Timestamps, dt.ts) curMsg.Timestamps = append(curMsg.Timestamps, dt.ts)
typeutil.AppendIDs(curMsg.PrimaryKeys, primaryKeys, index) typeutil.AppendIDs(curMsg.PrimaryKeys, dt.primaryKeys, index)
curMsg.NumRows++ curMsg.NumRows++
numRows++ numRows++
} }
@ -430,11 +177,15 @@ func (dt *deleteTask) produce(ctx context.Context, stream msgstream.MsgStream, p
zap.Int64("taskID", dt.ID()), zap.Int64("taskID", dt.ID()),
zap.Duration("prepare duration", dt.tr.RecordSpan())) zap.Duration("prepare duration", dt.tr.RecordSpan()))
err := stream.Produce(msgPack) err = stream.Produce(msgPack)
if err != nil { if err != nil {
return err return err
} }
dt.result.DeleteCnt += numRows dt.count += numRows
return nil
}
func (dt *deleteTask) PostExecute(ctx context.Context) error {
return nil return nil
} }
@ -465,3 +216,395 @@ func (dt *deleteTask) newDeleteMsg(ctx context.Context) (*msgstream.DeleteMsg, e
DeleteRequest: sliceRequest, DeleteRequest: sliceRequest,
}, nil }, nil
} }
type deleteRunner struct {
req *milvuspb.DeleteRequest
result *milvuspb.MutationResult
// channel
chMgr channelsMgr
chTicker channelsTimeTicker
vChannels []vChan
idAllocator allocator.Interface
tsoAllocatorIns tsoAllocator
// delete info
schema *schemapb.CollectionSchema
collectionID UniqueID
partitionID UniqueID
partitionKeyMode bool
// for query
msgID int64
ts uint64
lb LBPolicy
count atomic.Int64
err error
// task queue
queue *dmTaskQueue
}
func (dr *deleteRunner) Init(ctx context.Context) error {
log := log.Ctx(ctx)
var err error
collName := dr.req.GetCollectionName()
if err := validateCollectionName(collName); err != nil {
return ErrWithLog(log, "Invalid collection name", err)
}
dr.collectionID, err = globalMetaCache.GetCollectionID(ctx, dr.req.GetDbName(), collName)
if err != nil {
return ErrWithLog(log, "Failed to get collection id", err)
}
dr.schema, err = globalMetaCache.GetCollectionSchema(ctx, dr.req.GetDbName(), collName)
if err != nil {
return ErrWithLog(log, "Failed to get collection schema", err)
}
dr.partitionKeyMode = hasParitionKeyModeField(dr.schema)
// get prititionIDs of delete
dr.partitionID = common.InvalidPartitionID
if len(dr.req.PartitionName) > 0 {
if dr.partitionKeyMode {
return errors.New("not support manually specifying the partition names if partition key mode is used")
}
partName := dr.req.GetPartitionName()
if err := validatePartitionTag(partName, true); err != nil {
return ErrWithLog(log, "Invalid partition name", err)
}
partID, err := globalMetaCache.GetPartitionID(ctx, dr.req.GetDbName(), collName, partName)
if err != nil {
return ErrWithLog(log, "Failed to get partition id", err)
}
dr.partitionID = partID
}
// hash primary keys to channels
channelNames, err := dr.chMgr.getVChannels(dr.collectionID)
if err != nil {
return ErrWithLog(log, "Failed to get primary keys from expr", err)
}
dr.vChannels = channelNames
dr.result = &milvuspb.MutationResult{
Status: merr.Success(),
IDs: &schemapb.IDs{
IdField: nil,
},
}
return nil
}
func (dr *deleteRunner) Run(ctx context.Context) error {
plan, err := planparserv2.CreateRetrievePlan(dr.schema, dr.req.Expr)
if err != nil {
return fmt.Errorf("failed to create expr plan, expr = %s", dr.req.GetExpr())
}
isSimple, pk, numRow := getPrimaryKeysFromPlan(dr.schema, plan)
if isSimple {
// if could get delete.primaryKeys from delete expr
err := dr.simpleDelete(ctx, pk, numRow)
if err != nil {
return err
}
} else {
// if get complex delete expr
// need query from querynode before delete
err = dr.complexDelete(ctx, plan)
if err != nil {
log.Warn("complex delete failed,but delete some data", zap.Int64("count", dr.result.DeleteCnt), zap.String("expr", dr.req.GetExpr()))
return err
}
}
return nil
}
func (dr *deleteRunner) produce(ctx context.Context, primaryKeys *schemapb.IDs) (*deleteTask, error) {
task := &deleteTask{
ctx: ctx,
Condition: NewTaskCondition(ctx),
req: dr.req,
idAllocator: dr.idAllocator,
chMgr: dr.chMgr,
chTicker: dr.chTicker,
collectionID: dr.collectionID,
partitionID: dr.partitionID,
partitionKeyMode: dr.partitionKeyMode,
vChannels: dr.vChannels,
primaryKeys: primaryKeys,
}
if err := dr.queue.Enqueue(task); err != nil {
log.Error("Failed to enqueue delete task: " + err.Error())
return nil, err
}
return task, nil
}
// getStreamingQueryAndDelteFunc return query function used by LBPolicy
// make sure it concurrent safe
func (dr *deleteRunner) getStreamingQueryAndDelteFunc(plan *planpb.PlanNode) executeFunc {
return func(ctx context.Context, nodeID int64, qn types.QueryNodeClient, channelIDs ...string) error {
var partitionIDs []int64
// optimize query when partitionKey on
if dr.partitionKeyMode {
expr, err := ParseExprFromPlan(plan)
if err != nil {
return err
}
partitionKeys := ParsePartitionKeys(expr)
hashedPartitionNames, err := assignPartitionKeys(ctx, dr.req.GetDbName(), dr.req.GetCollectionName(), partitionKeys)
if err != nil {
return err
}
partitionIDs, err = getPartitionIDs(ctx, dr.req.GetDbName(), dr.req.GetCollectionName(), hashedPartitionNames)
if err != nil {
return err
}
} else if dr.partitionID != common.InvalidFieldID {
partitionIDs = []int64{dr.partitionID}
}
log := log.Ctx(ctx).With(
zap.Int64("collectionID", dr.collectionID),
zap.Int64s("partitionIDs", partitionIDs),
zap.Strings("channels", channelIDs),
zap.Int64("nodeID", nodeID))
// set plan
_, outputFieldIDs := translatePkOutputFields(dr.schema)
outputFieldIDs = append(outputFieldIDs, common.TimeStampField)
plan.OutputFieldIds = outputFieldIDs
serializedPlan, err := proto.Marshal(plan)
if err != nil {
return err
}
queryReq := &querypb.QueryRequest{
Req: &internalpb.RetrieveRequest{
Base: commonpbutil.NewMsgBase(
commonpbutil.WithMsgType(commonpb.MsgType_Retrieve),
commonpbutil.WithMsgID(dr.msgID),
commonpbutil.WithSourceID(paramtable.GetNodeID()),
commonpbutil.WithTargetID(nodeID),
),
MvccTimestamp: dr.ts,
ReqID: paramtable.GetNodeID(),
DbID: 0, // TODO
CollectionID: dr.collectionID,
PartitionIDs: partitionIDs,
SerializedExprPlan: serializedPlan,
OutputFieldsId: outputFieldIDs,
GuaranteeTimestamp: parseGuaranteeTsFromConsistency(dr.ts, dr.ts, dr.req.GetConsistencyLevel()),
},
DmlChannels: channelIDs,
Scope: querypb.DataScope_All,
}
ctx, cancel := context.WithCancel(ctx)
defer cancel()
log.Debug("start query for delete", zap.Int64("msgID", dr.msgID))
client, err := qn.QueryStream(ctx, queryReq)
if err != nil {
log.Warn("query stream for delete create failed", zap.Error(err))
return err
}
taskCh := make(chan *deleteTask, 256)
go dr.receiveQueryResult(ctx, client, taskCh)
// wait all task finish
for task := range taskCh {
err := task.WaitToFinish()
if err != nil {
return err
}
dr.count.Add(task.count)
}
// query or produce task failed
if dr.err != nil {
return dr.err
}
return nil
}
}
func (dr *deleteRunner) receiveQueryResult(ctx context.Context, client querypb.QueryNode_QueryStreamClient, taskCh chan *deleteTask) {
defer func() {
close(taskCh)
}()
for {
result, err := client.Recv()
if err != nil {
if err == io.EOF {
log.Debug("query stream for delete finished", zap.Int64("msgID", dr.msgID))
return
}
dr.err = err
return
}
err = merr.Error(result.GetStatus())
if err != nil {
dr.err = err
log.Warn("query stream for delete get error status", zap.Int64("msgID", dr.msgID), zap.Error(err))
return
}
task, err := dr.produce(ctx, result.GetIds())
if err != nil {
dr.err = err
log.Warn("produce delete task failed", zap.Error(err))
return
}
taskCh <- task
}
}
func (dr *deleteRunner) complexDelete(ctx context.Context, plan *planpb.PlanNode) error {
rc := timerecord.NewTimeRecorder("QueryStreamDelete")
var err error
dr.msgID, err = dr.idAllocator.AllocOne()
if err != nil {
return err
}
dr.ts, err = dr.tsoAllocatorIns.AllocOne(ctx)
if err != nil {
return err
}
err = dr.lb.Execute(ctx, CollectionWorkLoad{
db: dr.req.GetDbName(),
collectionName: dr.req.GetCollectionName(),
collectionID: dr.collectionID,
nq: 1,
exec: dr.getStreamingQueryAndDelteFunc(plan),
})
dr.result.DeleteCnt = dr.count.Load()
if err != nil {
log.Warn("fail to execute complex delete",
zap.Int64("deleteCnt", dr.result.GetDeleteCnt()),
zap.Duration("interval", rc.ElapseSpan()),
zap.Error(err))
return err
}
log.Info("complex delete finished", zap.Int64("deleteCnt", dr.result.GetDeleteCnt()), zap.Duration("interval", rc.ElapseSpan()))
return nil
}
func (dr *deleteRunner) simpleDelete(ctx context.Context, pk *schemapb.IDs, numRow int64) error {
log.Debug("get primary keys from expr",
zap.Int64("len of primary keys", numRow),
zap.Int64("collectionID", dr.collectionID),
zap.Int64("partitionID", dr.partitionID))
task, err := dr.produce(ctx, pk)
if err != nil {
log.Warn("produce delete task failed")
return err
}
err = task.WaitToFinish()
if err == nil {
dr.result.DeleteCnt = task.count
}
return err
}
func getPrimaryKeysFromPlan(schema *schemapb.CollectionSchema, plan *planpb.PlanNode) (bool, *schemapb.IDs, int64) {
// simple delete request need expr with "pk in [a, b]"
termExpr, ok := plan.Node.(*planpb.PlanNode_Query).Query.Predicates.Expr.(*planpb.Expr_TermExpr)
if ok {
if !termExpr.TermExpr.GetColumnInfo().GetIsPrimaryKey() {
return false, nil, 0
}
ids, rowNum, err := getPrimaryKeysFromTermExpr(schema, termExpr)
if err != nil {
return false, nil, 0
}
return true, ids, rowNum
}
// simple delete if expr with "pk == a"
unaryRangeExpr, ok := plan.Node.(*planpb.PlanNode_Query).Query.Predicates.Expr.(*planpb.Expr_UnaryRangeExpr)
if ok {
if unaryRangeExpr.UnaryRangeExpr.GetOp() != planpb.OpType_Equal || !unaryRangeExpr.UnaryRangeExpr.GetColumnInfo().GetIsPrimaryKey() {
return false, nil, 0
}
ids, err := getPrimaryKeysFromUnaryRangeExpr(schema, unaryRangeExpr)
if err != nil {
return false, nil, 0
}
return true, ids, 1
}
return false, nil, 0
}
func getPrimaryKeysFromUnaryRangeExpr(schema *schemapb.CollectionSchema, unaryRangeExpr *planpb.Expr_UnaryRangeExpr) (res *schemapb.IDs, err error) {
res = &schemapb.IDs{}
switch unaryRangeExpr.UnaryRangeExpr.GetColumnInfo().GetDataType() {
case schemapb.DataType_Int64:
res.IdField = &schemapb.IDs_IntId{
IntId: &schemapb.LongArray{
Data: []int64{unaryRangeExpr.UnaryRangeExpr.GetValue().GetInt64Val()},
},
}
case schemapb.DataType_VarChar:
res.IdField = &schemapb.IDs_StrId{
StrId: &schemapb.StringArray{
Data: []string{unaryRangeExpr.UnaryRangeExpr.GetValue().GetStringVal()},
},
}
default:
return res, fmt.Errorf("invalid field data type specifyed in simple delete expr")
}
return res, nil
}
func getPrimaryKeysFromTermExpr(schema *schemapb.CollectionSchema, termExpr *planpb.Expr_TermExpr) (res *schemapb.IDs, rowNum int64, err error) {
res = &schemapb.IDs{}
rowNum = int64(len(termExpr.TermExpr.Values))
switch termExpr.TermExpr.ColumnInfo.GetDataType() {
case schemapb.DataType_Int64:
ids := make([]int64, 0)
for _, v := range termExpr.TermExpr.Values {
ids = append(ids, v.GetInt64Val())
}
res.IdField = &schemapb.IDs_IntId{
IntId: &schemapb.LongArray{
Data: ids,
},
}
case schemapb.DataType_VarChar:
ids := make([]string, 0)
for _, v := range termExpr.TermExpr.Values {
ids = append(ids, v.GetStringVal())
}
res.IdField = &schemapb.IDs_StrId{
StrId: &schemapb.StringArray{
Data: ids,
},
}
default:
return res, 0, fmt.Errorf("invalid field data type specifyed in simple delete expr")
}
return res, rowNum, nil
}

File diff suppressed because it is too large Load Diff

View File

@ -1671,19 +1671,13 @@ func TestTask_Int64PrimaryKey(t *testing.T) {
}, },
idAllocator: idAllocator, idAllocator: idAllocator,
ctx: ctx, ctx: ctx,
result: &milvuspb.MutationResult{ primaryKeys: &schemapb.IDs{
Status: merr.Success(), IdField: &schemapb.IDs_IntId{IntId: &schemapb.LongArray{Data: []int64{0, 1}}},
IDs: nil,
SuccIndex: nil,
ErrIndex: nil,
Acknowledged: false,
InsertCnt: 0,
DeleteCnt: 0,
UpsertCnt: 0,
Timestamp: 0,
}, },
chMgr: chMgr, chMgr: chMgr,
chTicker: ticker, chTicker: ticker,
collectionID: collectionID,
vChannels: []string{"test-ch"},
} }
assert.NoError(t, task.OnEnqueue()) assert.NoError(t, task.OnEnqueue())
@ -1703,51 +1697,6 @@ func TestTask_Int64PrimaryKey(t *testing.T) {
assert.NoError(t, task.Execute(ctx)) assert.NoError(t, task.Execute(ctx))
assert.NoError(t, task.PostExecute(ctx)) assert.NoError(t, task.PostExecute(ctx))
}) })
t.Run("complex delete", func(t *testing.T) {
lb := NewMockLBPolicy(t)
task := &deleteTask{
Condition: NewTaskCondition(ctx),
lb: lb,
req: &milvuspb.DeleteRequest{
CollectionName: collectionName,
PartitionName: partitionName,
Expr: "int64 < 2",
},
idAllocator: idAllocator,
ctx: ctx,
result: &milvuspb.MutationResult{
Status: merr.Success(),
IDs: nil,
SuccIndex: nil,
ErrIndex: nil,
Acknowledged: false,
InsertCnt: 0,
DeleteCnt: 0,
UpsertCnt: 0,
Timestamp: 0,
},
chMgr: chMgr,
chTicker: ticker,
}
lb.EXPECT().Execute(mock.Anything, mock.Anything).Return(nil)
assert.NoError(t, task.OnEnqueue())
assert.NotNil(t, task.TraceCtx())
id := UniqueID(uniquegenerator.GetUniqueIntGeneratorIns().GetInt())
task.SetID(id)
assert.Equal(t, id, task.ID())
assert.Equal(t, commonpb.MsgType_Delete, task.Type())
ts := Timestamp(time.Now().UnixNano())
task.SetTs(ts)
assert.Equal(t, ts, task.BeginTs())
assert.Equal(t, ts, task.EndTs())
assert.NoError(t, task.PreExecute(ctx))
assert.NoError(t, task.Execute(ctx))
assert.NoError(t, task.PostExecute(ctx))
})
} }
func TestTask_VarCharPrimaryKey(t *testing.T) { func TestTask_VarCharPrimaryKey(t *testing.T) {
@ -2003,19 +1952,13 @@ func TestTask_VarCharPrimaryKey(t *testing.T) {
}, },
idAllocator: idAllocator, idAllocator: idAllocator,
ctx: ctx, ctx: ctx,
result: &milvuspb.MutationResult{
Status: merr.Success(),
IDs: nil,
SuccIndex: nil,
ErrIndex: nil,
Acknowledged: false,
InsertCnt: 0,
DeleteCnt: 0,
UpsertCnt: 0,
Timestamp: 0,
},
chMgr: chMgr, chMgr: chMgr,
chTicker: ticker, chTicker: ticker,
vChannels: []string{"test-channel"},
primaryKeys: &schemapb.IDs{
IdField: &schemapb.IDs_StrId{StrId: &schemapb.StringArray{Data: []string{"milvus", "test"}}},
},
collectionID: collectionID,
} }
assert.NoError(t, task.OnEnqueue()) assert.NoError(t, task.OnEnqueue())
@ -3432,24 +3375,15 @@ func TestPartitionKey(t *testing.T) {
Expr: "int64_field in [0, 1]", Expr: "int64_field in [0, 1]",
}, },
ctx: ctx, ctx: ctx,
result: &milvuspb.MutationResult{ primaryKeys: &schemapb.IDs{
Status: merr.Success(), IdField: &schemapb.IDs_IntId{IntId: &schemapb.LongArray{Data: []int64{0, 1}}},
IDs: nil,
SuccIndex: nil,
ErrIndex: nil,
Acknowledged: false,
InsertCnt: 0,
DeleteCnt: 0,
UpsertCnt: 0,
Timestamp: 0,
}, },
idAllocator: idAllocator, idAllocator: idAllocator,
chMgr: chMgr, chMgr: chMgr,
chTicker: ticker, chTicker: ticker,
collectionID: collectionID,
vChannels: []string{"test-channel"},
} }
// don't support specify partition name if use partition key
dt.req.PartitionName = partitionNames[0]
assert.Error(t, dt.PreExecute(ctx))
dt.req.PartitionName = "" dt.req.PartitionName = ""
assert.NoError(t, dt.PreExecute(ctx)) assert.NoError(t, dt.PreExecute(ctx))

View File

@ -220,7 +220,6 @@ func validatePartitionTag(partitionTag string, strictCheck bool) error {
msg := invalidMsg + "Partition name should not be empty." msg := invalidMsg + "Partition name should not be empty."
return errors.New(msg) return errors.New(msg)
} }
if len(partitionTag) > Params.ProxyCfg.MaxNameLength.GetAsInt() { if len(partitionTag) > Params.ProxyCfg.MaxNameLength.GetAsInt() {
msg := invalidMsg + "The length of a partition name must be less than " + Params.ProxyCfg.MaxNameLength.GetValue() + " characters." msg := invalidMsg + "The length of a partition name must be less than " + Params.ProxyCfg.MaxNameLength.GetValue() + " characters."
return errors.New(msg) return errors.New(msg)
@ -1367,6 +1366,15 @@ func isPartitionKeyMode(ctx context.Context, dbName string, colName string) (boo
return false, nil return false, nil
} }
func hasParitionKeyModeField(schema *schemapb.CollectionSchema) bool {
for _, fieldSchema := range schema.GetFields() {
if fieldSchema.IsPartitionKey {
return true
}
}
return false
}
// getDefaultPartitionNames only used in partition key mode // getDefaultPartitionNames only used in partition key mode
func getDefaultPartitionsInPartitionKeyMode(ctx context.Context, dbName string, collectionName string) ([]string, error) { func getDefaultPartitionsInPartitionKeyMode(ctx context.Context, dbName string, collectionName string) ([]string, error) {
partitions, err := globalMetaCache.GetPartitions(ctx, dbName, collectionName) partitions, err := globalMetaCache.GetPartitions(ctx, dbName, collectionName)

View File

@ -101,6 +101,7 @@ func retrieveOnSegmentsWithStream(ctx context.Context, segments []Segment, segTy
return return
} }
if len(result.GetOffset()) != 0 {
if err = svr.Send(&internalpb.RetrieveResults{ if err = svr.Send(&internalpb.RetrieveResults{
Status: merr.Success(), Status: merr.Success(),
Ids: result.GetIds(), Ids: result.GetIds(),
@ -108,6 +109,7 @@ func retrieveOnSegmentsWithStream(ctx context.Context, segments []Segment, segTy
}); err != nil { }); err != nil {
errs[i] = err errs[i] = err
} }
}
errs[i] = nil errs[i] = nil
metrics.QueryNodeSQSegmentLatency.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.QueryNodeSQSegmentLatency.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()),

View File

@ -14,7 +14,7 @@ require (
github.com/grpc-ecosystem/go-grpc-middleware v1.3.0 github.com/grpc-ecosystem/go-grpc-middleware v1.3.0
github.com/klauspost/compress v1.16.5 github.com/klauspost/compress v1.16.5
github.com/lingdor/stackerror v0.0.0-20191119040541-976d8885ed76 github.com/lingdor/stackerror v0.0.0-20191119040541-976d8885ed76
github.com/milvus-io/milvus-proto/go-api/v2 v2.3.4-0.20231211073628-ce99324c276c github.com/milvus-io/milvus-proto/go-api/v2 v2.3.4-0.20231220103033-abd0d12ba669
github.com/nats-io/nats-server/v2 v2.9.17 github.com/nats-io/nats-server/v2 v2.9.17
github.com/nats-io/nats.go v1.24.0 github.com/nats-io/nats.go v1.24.0
github.com/panjf2000/ants/v2 v2.7.2 github.com/panjf2000/ants/v2 v2.7.2

View File

@ -479,8 +479,8 @@ github.com/matttproud/golang_protobuf_extensions v1.0.4/go.mod h1:BSXmuO+STAnVfr
github.com/mediocregopher/radix/v3 v3.4.2/go.mod h1:8FL3F6UQRXHXIBSPUs5h0RybMF8i4n7wVopoX3x7Bv8= github.com/mediocregopher/radix/v3 v3.4.2/go.mod h1:8FL3F6UQRXHXIBSPUs5h0RybMF8i4n7wVopoX3x7Bv8=
github.com/microcosm-cc/bluemonday v1.0.2/go.mod h1:iVP4YcDBq+n/5fb23BhYFvIMq/leAFZyRl6bYmGDlGc= github.com/microcosm-cc/bluemonday v1.0.2/go.mod h1:iVP4YcDBq+n/5fb23BhYFvIMq/leAFZyRl6bYmGDlGc=
github.com/miekg/dns v1.0.14/go.mod h1:W1PPwlIAgtquWBMBEV9nkV9Cazfe8ScdGz/Lj7v3Nrg= github.com/miekg/dns v1.0.14/go.mod h1:W1PPwlIAgtquWBMBEV9nkV9Cazfe8ScdGz/Lj7v3Nrg=
github.com/milvus-io/milvus-proto/go-api/v2 v2.3.4-0.20231211073628-ce99324c276c h1:Wbc2IZt/13+B5jc8JPU/dOxGYy+1jeOsChVgcza+qgw= github.com/milvus-io/milvus-proto/go-api/v2 v2.3.4-0.20231220103033-abd0d12ba669 h1:yUtc+pVKVhmmnwTY9iyV8+EmhrNjZ74Hxm3y5QKCNyg=
github.com/milvus-io/milvus-proto/go-api/v2 v2.3.4-0.20231211073628-ce99324c276c/go.mod h1:1OIl0v5PQeNxIJhCvY+K55CBUOYDZevw9g9380u1Wek= github.com/milvus-io/milvus-proto/go-api/v2 v2.3.4-0.20231220103033-abd0d12ba669/go.mod h1:1OIl0v5PQeNxIJhCvY+K55CBUOYDZevw9g9380u1Wek=
github.com/milvus-io/pulsar-client-go v0.6.10 h1:eqpJjU+/QX0iIhEo3nhOqMNXL+TyInAs1IAHZCrCM/A= github.com/milvus-io/pulsar-client-go v0.6.10 h1:eqpJjU+/QX0iIhEo3nhOqMNXL+TyInAs1IAHZCrCM/A=
github.com/milvus-io/pulsar-client-go v0.6.10/go.mod h1:lQqCkgwDF8YFYjKA+zOheTk1tev2B+bKj5j7+nm8M1w= github.com/milvus-io/pulsar-client-go v0.6.10/go.mod h1:lQqCkgwDF8YFYjKA+zOheTk1tev2B+bKj5j7+nm8M1w=
github.com/minio/highwayhash v1.0.2 h1:Aak5U0nElisjDCfPSG79Tgzkn2gl66NxOMspRrKnA/g= github.com/minio/highwayhash v1.0.2 h1:Aak5U0nElisjDCfPSG79Tgzkn2gl66NxOMspRrKnA/g=