diff --git a/core/backup_context.go b/core/backup_context.go index 7c76e95..fce9413 100644 --- a/core/backup_context.go +++ b/core/backup_context.go @@ -143,14 +143,12 @@ func CreateBackupContext(ctx context.Context, params paramtable.BackupParams) *B func (b *BackupContext) getMilvusClient() *MilvusClient { if b.milvusClient == nil { - milvusClient, err := CreateMilvusClient(b.ctx, b.params) + milvusClient, err := newMilvusClient(b.ctx, b.params) if err != nil { log.Error("failed to initial milvus client", zap.Error(err)) panic(err) } - b.milvusClient = &MilvusClient{ - client: milvusClient, - } + b.milvusClient = milvusClient } return b.milvusClient } diff --git a/core/backup_impl_create_backup.go b/core/backup_impl_create_backup.go index c433fed..85ef36b 100644 --- a/core/backup_impl_create_backup.go +++ b/core/backup_impl_create_backup.go @@ -151,7 +151,7 @@ func (b *BackupContext) parseBackupCollections(request *backuppb.CreateBackupReq } for db, collections := range dbCollections { if len(collections) == 0 { - collections, err := b.getMilvusClient().ListCollections(b.ctx, db) + collections, err := b.getMilvusClient().ListCollectionsV2(b.ctx, db) if err != nil { log.Error("fail in ListCollections", zap.Error(err)) return nil, err @@ -176,7 +176,7 @@ func (b *BackupContext) parseBackupCollections(request *backuppb.CreateBackupReq // compatible to milvus under v2.2.8 without database support if strings.Contains(err.Error(), "feature not supported") { // default database only - collections, err := b.getMilvusClient().ListCollections(b.ctx, "default") + collections, err := b.getMilvusClient().ListCollectionsV2(b.ctx, "default") if err != nil { log.Error("fail in ListCollections", zap.Error(err)) return nil, err @@ -190,7 +190,7 @@ func (b *BackupContext) parseBackupCollections(request *backuppb.CreateBackupReq } } else { for _, db := range dbs { - collections, err := b.getMilvusClient().ListCollections(b.ctx, db.Name) + collections, err := b.getMilvusClient().ListCollectionsV2(b.ctx, db.Name) if err != nil { log.Error("fail in ListCollections", zap.Error(err)) return nil, err @@ -235,6 +235,13 @@ func (b *BackupContext) backupCollectionPrepare(ctx context.Context, backupInfo log.Error("fail in DescribeCollection", zap.Error(err)) return err } + // todo temporary solution, migrate to sdk V2 + completeCollectionV2, err := b.getMilvusClient().DescribeCollectionV2(b.ctx, collection.db, collection.collectionName) + if err != nil { + log.Error("fail in DescribeCollection v2", zap.Error(err)) + return err + } + fields := make([]*backuppb.FieldSchema, 0) for _, field := range completeCollection.Schema.Fields { fieldBak := &backuppb.FieldSchema{ @@ -261,12 +268,26 @@ func (b *BackupContext) backupCollectionPrepare(ctx context.Context, backupInfo } fields = append(fields, fieldBak) } + + functions := make([]*backuppb.FunctionSchema, 0) + for _, function := range completeCollectionV2.Schema.Functions { + functionBak := &backuppb.FunctionSchema{ + Name: function.Name, + Description: function.Description, + Type: backuppb.FunctionType(function.Type), + InputFieldNames: function.InputFieldNames, + OutputFieldNames: function.OutputFieldNames, + Params: utils.MapToKVPair(function.Params), + } + functions = append(functions, functionBak) + } schema := &backuppb.CollectionSchema{ Name: completeCollection.Schema.CollectionName, Description: completeCollection.Schema.Description, AutoID: completeCollection.Schema.AutoID, Fields: fields, EnableDynamicField: completeCollection.Schema.EnableDynamicField, + Functions: functions, } indexInfos := make([]*backuppb.IndexInfo, 0) @@ -274,9 +295,6 @@ func (b *BackupContext) backupCollectionPrepare(ctx context.Context, backupInfo log.Info("try to get index", zap.String("collection_name", completeCollection.Name)) for _, field := range completeCollection.Schema.Fields { - //if field.DataType != entity.FieldTypeBinaryVector && field.DataType != entity.FieldTypeFloatVector { - // continue - //} fieldIndex, err := b.getMilvusClient().DescribeIndex(b.ctx, collection.db, completeCollection.Name, field.Name) if err != nil { if strings.Contains(err.Error(), "index not found") || @@ -989,6 +1007,7 @@ func (b *BackupContext) fillSegmentBackupInfo(ctx context.Context, segmentBackup } deltaLogPath := fmt.Sprintf("%s%s/%v/%v/%v/", rootPath, "delta_log", segmentBackupInfo.GetCollectionId(), segmentBackupInfo.GetPartitionId(), segmentBackupInfo.GetSegmentId()) + log.Debug("deltaPath", zap.String("bucket", b.milvusBucketName), zap.String("deltaPath", deltaLogPath)) deltaFieldsLogDir, _, _ := b.getMilvusStorageClient().ListWithPrefix(ctx, b.milvusBucketName, deltaLogPath, false) deltaLogs := make([]*backuppb.FieldBinlog, 0) for _, deltaFieldLogDir := range deltaFieldsLogDir { diff --git a/core/backup_impl_restore_backup.go b/core/backup_impl_restore_backup.go index 50bfc31..afdad50 100644 --- a/core/backup_impl_restore_backup.go +++ b/core/backup_impl_restore_backup.go @@ -3,6 +3,7 @@ package core import ( "context" "fmt" + "path" "strings" "time" @@ -13,6 +14,8 @@ import ( "github.com/milvus-io/milvus-proto/go-api/v2/schemapb" gomilvus "github.com/milvus-io/milvus-sdk-go/v2/client" "github.com/milvus-io/milvus-sdk-go/v2/entity" + entityV2 "github.com/milvus-io/milvus/client/v2/entity" + indexV2 "github.com/milvus-io/milvus/client/v2/index" "github.com/samber/lo" "go.uber.org/atomic" "go.uber.org/zap" @@ -419,22 +422,22 @@ func (b *BackupContext) executeRestoreCollectionTask(ctx context.Context, backup zap.String("backupBucketName", backupBucketName), zap.String("backupPath", backupPath)) // create collection - fields := make([]*entity.Field, 0) + fields := make([]*entityV2.Field, 0) hasPartitionKey := false for _, field := range task.GetCollBackup().GetSchema().GetFields() { - fieldRestore := &entity.Field{ + fieldRestore := &entityV2.Field{ ID: field.GetFieldID(), Name: field.GetName(), PrimaryKey: field.GetIsPrimaryKey(), AutoID: field.GetAutoID(), Description: field.GetDescription(), - DataType: entity.FieldType(field.GetDataType()), + DataType: entityV2.FieldType(field.GetDataType()), TypeParams: utils.KvPairsMap(field.GetTypeParams()), IndexParams: utils.KvPairsMap(field.GetIndexParams()), IsDynamic: field.GetIsDynamic(), IsPartitionKey: field.GetIsPartitionKey(), Nullable: field.GetNullable(), - ElementType: entity.FieldType(field.GetElementType()), + ElementType: entityV2.FieldType(field.GetElementType()), } if field.DefaultValueProto != "" { defaultValue := &schemapb.ValueField{} @@ -453,7 +456,7 @@ func (b *BackupContext) executeRestoreCollectionTask(ctx context.Context, backup log.Info("collection schema", zap.Any("fields", fields)) - collectionSchema := &entity.Schema{ + collectionSchema := &entityV2.Schema{ CollectionName: targetCollectionName, Description: task.GetCollBackup().GetSchema().GetDescription(), AutoID: task.GetCollBackup().GetSchema().GetAutoID(), @@ -491,22 +494,12 @@ func (b *BackupContext) executeRestoreCollectionTask(ctx context.Context, backup log.Info("overwrite shardNum by request parameter", zap.Int32("oldShardNum", task.GetCollBackup().GetShardsNum()), zap.Int32("newShardNum", shardNum)) } + if hasPartitionKey { partitionNum := len(task.GetCollBackup().GetPartitionBackups()) - return b.getMilvusClient().CreateCollection( - ctx, - targetDBName, - collectionSchema, - shardNum, - gomilvus.WithConsistencyLevel(entity.ConsistencyLevel(task.GetCollBackup().GetConsistencyLevel())), - gomilvus.WithPartitionNum(int64(partitionNum))) + return b.getMilvusClient().CreateCollectionV2(ctx, targetDBName, collectionSchema, shardNum, entityV2.ConsistencyLevel(task.GetCollBackup().GetConsistencyLevel()), int64(partitionNum)) } - return b.getMilvusClient().CreateCollection( - ctx, - targetDBName, - collectionSchema, - shardNum, - gomilvus.WithConsistencyLevel(entity.ConsistencyLevel(task.GetCollBackup().GetConsistencyLevel()))) + return b.getMilvusClient().CreateCollectionV2(ctx, targetDBName, collectionSchema, shardNum, entityV2.ConsistencyLevel(task.GetCollBackup().GetConsistencyLevel()), 0) }, retry.Attempts(10), retry.Sleep(1*time.Second)) if err != nil { errorMsg := fmt.Sprintf("fail to create collection, targetCollectionName: %s err: %s", targetCollectionName, err) @@ -560,7 +553,7 @@ func (b *BackupContext) executeRestoreCollectionTask(ctx context.Context, backup } indexes := task.GetCollBackup().GetIndexInfos() for _, index := range indexes { - var idx entity.Index + var idx indexV2.Index log.Info("source index", zap.String("indexName", index.GetIndexName()), zap.String("indexType", index.GetIndexType()), @@ -571,7 +564,10 @@ func (b *BackupContext) executeRestoreCollectionTask(ctx context.Context, backup // auto index only support index_type and metric_type in params params["index_type"] = "AUTOINDEX" params["metric_type"] = index.GetParams()["metric_type"] - idx = entity.NewGenericIndex(index.GetIndexName(), entity.AUTOINDEX, params) + // v1 + //idx = entity.NewGenericIndex(index.GetIndexName(), entity.AUTOINDEX, params) + // v2 + idx = indexV2.NewGenericIndex(index.GetIndexName(), params) } else { log.Info("not auto index") indexType := index.GetIndexType() @@ -582,9 +578,12 @@ func (b *BackupContext) executeRestoreCollectionTask(ctx context.Context, backup if params["index_type"] == "marisa-trie" { params["index_type"] = "Trie" } - idx = entity.NewGenericIndex(index.GetIndexName(), entity.IndexType(indexType), index.GetParams()) + // v1 + //idx = entityV2.NewGenericIndex(index.GetIndexName(), entity.IndexType(indexType), index.GetParams()) + // v2 + idx = indexV2.NewGenericIndex(index.GetIndexName(), params) } - err := b.getMilvusClient().CreateIndex(ctx, targetDBName, targetCollectionName, index.GetFieldName(), idx, true) + err := b.getMilvusClient().CreateIndexV2(ctx, targetDBName, targetCollectionName, index.GetFieldName(), idx, true) if err != nil { log.Warn("Fail to restore index", zap.Error(err)) return task, err @@ -663,6 +662,7 @@ func (b *BackupContext) executeRestoreCollectionTask(ctx context.Context, backup return task, err } if !exist { + log.Info("create partition", zap.String("partitionName", partitionBackup.GetPartitionName())) err = retry.Do(ctx, func() error { return b.getMilvusClient().CreatePartition(ctx, targetDBName, targetCollectionName, partitionBackup.GetPartitionName()) }, retry.Attempts(10), retry.Sleep(1*time.Second)) @@ -670,7 +670,6 @@ func (b *BackupContext) executeRestoreCollectionTask(ctx context.Context, backup log.Error("fail to create partition", zap.Error(err)) return task, err } - log.Info("create partition", zap.String("partitionName", partitionBackup.GetPartitionName())) } type restoreGroup struct { diff --git a/core/milvus_sdk_wrapper.go b/core/milvus_sdk_wrapper.go index 5816040..057916d 100644 --- a/core/milvus_sdk_wrapper.go +++ b/core/milvus_sdk_wrapper.go @@ -5,10 +5,17 @@ import ( "sync" "time" + "github.com/cockroachdb/errors" + "go.uber.org/zap" + "github.com/milvus-io/milvus-proto/go-api/v2/msgpb" gomilvus "github.com/milvus-io/milvus-sdk-go/v2/client" "github.com/milvus-io/milvus-sdk-go/v2/entity" + milvusClientV2 "github.com/milvus-io/milvus/client/v2/milvusclient" + + "github.com/zilliztech/milvus-backup/core/paramtable" + "github.com/zilliztech/milvus-backup/internal/log" "github.com/zilliztech/milvus-backup/internal/util/retry" ) @@ -16,6 +23,47 @@ import ( type MilvusClient struct { mu sync.Mutex client gomilvus.Client + // sdk v2 + milvusClientV2 *milvusClientV2.Client +} + +func newMilvusClient(ctx context.Context, params paramtable.BackupParams) (*MilvusClient, error) { + milvusEndpoint := params.MilvusCfg.Address + ":" + params.MilvusCfg.Port + log.Debug("Start Milvus client", zap.String("endpoint", milvusEndpoint)) + var c gomilvus.Client + var err error + if params.MilvusCfg.AuthorizationEnabled && params.MilvusCfg.User != "" && params.MilvusCfg.Password != "" { + if params.MilvusCfg.TLSMode == 0 { + c, err = gomilvus.NewDefaultGrpcClientWithAuth(ctx, milvusEndpoint, params.MilvusCfg.User, params.MilvusCfg.Password) + } else if params.MilvusCfg.TLSMode == 1 || params.MilvusCfg.TLSMode == 2 { + c, err = gomilvus.NewDefaultGrpcClientWithTLSAuth(ctx, milvusEndpoint, params.MilvusCfg.User, params.MilvusCfg.Password) + } else { + log.Error("milvus.TLSMode is not illegal, support value 0, 1, 2") + return nil, errors.New("milvus.TLSMode is not illegal, support value 0, 1, 2") + } + } else { + c, err = gomilvus.NewGrpcClient(ctx, milvusEndpoint) + } + if err != nil { + log.Error("failed to connect to milvus", zap.Error(err)) + return nil, err + } + + milvusClientV2, err := milvusClientV2.New(ctx, &milvusClientV2.ClientConfig{ + Address: milvusEndpoint, + Username: params.MilvusCfg.User, + Password: params.MilvusCfg.Password, + EnableTLSAuth: params.MilvusCfg.AuthorizationEnabled, + }) + if err != nil { + log.Error("failed to initial milvus client v2", zap.Error(err)) + return nil, err + } + + return &MilvusClient{ + client: c, + milvusClientV2: milvusClientV2, + }, nil } func (m *MilvusClient) Close() error { diff --git a/core/milvus_sdk_wrapper_v2.go b/core/milvus_sdk_wrapper_v2.go new file mode 100644 index 0000000..b9f529a --- /dev/null +++ b/core/milvus_sdk_wrapper_v2.go @@ -0,0 +1,84 @@ +package core + +import ( + "context" + "time" + + entityV2 "github.com/milvus-io/milvus/client/v2/entity" + indexV2 "github.com/milvus-io/milvus/client/v2/index" + milvusClientV2 "github.com/milvus-io/milvus/client/v2/milvusclient" + "github.com/zilliztech/milvus-backup/internal/util/retry" +) + +func (m *MilvusClient) ListCollectionsV2(ctx context.Context, db string) ([]*entityV2.Collection, error) { + m.mu.Lock() + defer m.mu.Unlock() + err := m.milvusClientV2.UsingDatabase(ctx, milvusClientV2.NewUsingDatabaseOption(db)) + if err != nil { + return nil, err + } + + collections, err := m.milvusClientV2.ListCollections(ctx, milvusClientV2.NewListCollectionOption()) + if err != nil { + return nil, err + } + + collectionEntities := make([]*entityV2.Collection, 0) + for _, collection := range collections { + coll, err := m.milvusClientV2.DescribeCollection(ctx, milvusClientV2.NewDescribeCollectionOption(collection)) + if err != nil { + return nil, err + } + collectionEntities = append(collectionEntities, coll) + } + + return collectionEntities, nil +} + +func (m *MilvusClient) DescribeCollectionV2(ctx context.Context, db, collName string) (*entityV2.Collection, error) { + m.mu.Lock() + defer m.mu.Unlock() + err := m.milvusClientV2.UsingDatabase(ctx, milvusClientV2.NewUsingDatabaseOption(db)) + if err != nil { + return nil, err + } + return m.milvusClientV2.DescribeCollection(ctx, milvusClientV2.NewDescribeCollectionOption(collName)) +} + +func (m *MilvusClient) CreateCollectionV2(ctx context.Context, db string, schema *entityV2.Schema, shardsNum int32, cl entityV2.ConsistencyLevel, partitionNum int64) error { + m.mu.Lock() + defer m.mu.Unlock() + err := m.milvusClientV2.UsingDatabase(ctx, milvusClientV2.NewUsingDatabaseOption(db)) + if err != nil { + return err + } + // add retry to make sure won't be block by rate control + return retry.Do(ctx, func() error { + option := milvusClientV2.NewCreateCollectionOption(schema.CollectionName, &entityV2.Schema{ + CollectionName: schema.CollectionName, + Description: schema.Description, + AutoID: schema.AutoID, + Fields: schema.Fields, + EnableDynamicField: schema.EnableDynamicField, + Functions: schema.Functions, + }).WithShardNum(shardsNum).WithConsistencyLevel(cl) + if partitionNum != 0 { + option = option.WithPartitionNum(partitionNum) + } + return m.milvusClientV2.CreateCollection(ctx, option) + }, retry.Sleep(2*time.Second), retry.Attempts(10)) +} + +func (m *MilvusClient) CreateIndexV2(ctx context.Context, db, collName string, fieldName string, idx indexV2.Index, async bool) error { + m.mu.Lock() + defer m.mu.Unlock() + err := m.milvusClientV2.UsingDatabase(ctx, milvusClientV2.NewUsingDatabaseOption(db)) + if err != nil { + return err + } + _, err = m.milvusClientV2.CreateIndex(ctx, milvusClientV2.NewCreateIndexOption(collName, fieldName, idx)) + if err != nil { + return err + } + return nil +} diff --git a/core/proto/backup.proto b/core/proto/backup.proto index 498c273..7be9aed 100644 --- a/core/proto/backup.proto +++ b/core/proto/backup.proto @@ -464,6 +464,26 @@ message CollectionSchema { bool autoID = 3; // deprecated later, keep compatible with c++ part now repeated FieldSchema fields = 4; bool enable_dynamic_field = 5; // mark whether this table has the dynamic field function enabled. + repeated KeyValuePair properties = 6; + repeated FunctionSchema functions = 7; +} + +enum FunctionType{ + Unknown =0; + BM25 =1; + TextEmbedding =2; +} + +message FunctionSchema { + string name = 1; + int64 id =2; + string description = 3; + FunctionType type = 4; + repeated string input_field_names = 5; + repeated int64 input_field_ids = 6; + repeated string output_field_names = 7; + repeated int64 output_field_ids = 8; + repeated KeyValuePair params = 9; } message CheckRequest { diff --git a/core/proto/backuppb/backup.pb.go b/core/proto/backuppb/backup.pb.go index fff0429..b91afa4 100644 --- a/core/proto/backuppb/backup.pb.go +++ b/core/proto/backuppb/backup.pb.go @@ -267,6 +267,34 @@ func (FieldState) EnumDescriptor() ([]byte, []int) { return fileDescriptor_65240d19de191688, []int{5} } +type FunctionType int32 + +const ( + FunctionType_Unknown FunctionType = 0 + FunctionType_BM25 FunctionType = 1 + FunctionType_TextEmbedding FunctionType = 2 +) + +var FunctionType_name = map[int32]string{ + 0: "Unknown", + 1: "BM25", + 2: "TextEmbedding", +} + +var FunctionType_value = map[string]int32{ + "Unknown": 0, + "BM25": 1, + "TextEmbedding": 2, +} + +func (x FunctionType) String() string { + return proto.EnumName(FunctionType_name, int32(x)) +} + +func (FunctionType) EnumDescriptor() ([]byte, []int) { + return fileDescriptor_65240d19de191688, []int{6} +} + type IndexInfo struct { FieldName string `protobuf:"bytes,1,opt,name=field_name,json=fieldName,proto3" json:"field_name,omitempty"` IndexName string `protobuf:"bytes,2,opt,name=index_name,json=indexName,proto3" json:"index_name,omitempty"` @@ -2686,14 +2714,16 @@ func (m *FieldSchema) GetDefaultValueProto() string { // * // @brief Collection schema type CollectionSchema struct { - Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` - Description string `protobuf:"bytes,2,opt,name=description,proto3" json:"description,omitempty"` - AutoID bool `protobuf:"varint,3,opt,name=autoID,proto3" json:"autoID,omitempty"` - Fields []*FieldSchema `protobuf:"bytes,4,rep,name=fields,proto3" json:"fields,omitempty"` - EnableDynamicField bool `protobuf:"varint,5,opt,name=enable_dynamic_field,json=enableDynamicField,proto3" json:"enable_dynamic_field,omitempty"` - XXX_NoUnkeyedLiteral struct{} `json:"-"` - XXX_unrecognized []byte `json:"-"` - XXX_sizecache int32 `json:"-"` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` + Description string `protobuf:"bytes,2,opt,name=description,proto3" json:"description,omitempty"` + AutoID bool `protobuf:"varint,3,opt,name=autoID,proto3" json:"autoID,omitempty"` + Fields []*FieldSchema `protobuf:"bytes,4,rep,name=fields,proto3" json:"fields,omitempty"` + EnableDynamicField bool `protobuf:"varint,5,opt,name=enable_dynamic_field,json=enableDynamicField,proto3" json:"enable_dynamic_field,omitempty"` + Properties []*KeyValuePair `protobuf:"bytes,6,rep,name=properties,proto3" json:"properties,omitempty"` + Functions []*FunctionSchema `protobuf:"bytes,7,rep,name=functions,proto3" json:"functions,omitempty"` + XXX_NoUnkeyedLiteral struct{} `json:"-"` + XXX_unrecognized []byte `json:"-"` + XXX_sizecache int32 `json:"-"` } func (m *CollectionSchema) Reset() { *m = CollectionSchema{} } @@ -2756,6 +2786,123 @@ func (m *CollectionSchema) GetEnableDynamicField() bool { return false } +func (m *CollectionSchema) GetProperties() []*KeyValuePair { + if m != nil { + return m.Properties + } + return nil +} + +func (m *CollectionSchema) GetFunctions() []*FunctionSchema { + if m != nil { + return m.Functions + } + return nil +} + +type FunctionSchema struct { + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` + Id int64 `protobuf:"varint,2,opt,name=id,proto3" json:"id,omitempty"` + Description string `protobuf:"bytes,3,opt,name=description,proto3" json:"description,omitempty"` + Type FunctionType `protobuf:"varint,4,opt,name=type,proto3,enum=milvus.proto.backup.FunctionType" json:"type,omitempty"` + InputFieldNames []string `protobuf:"bytes,5,rep,name=input_field_names,json=inputFieldNames,proto3" json:"input_field_names,omitempty"` + InputFieldIds []int64 `protobuf:"varint,6,rep,packed,name=input_field_ids,json=inputFieldIds,proto3" json:"input_field_ids,omitempty"` + OutputFieldNames []string `protobuf:"bytes,7,rep,name=output_field_names,json=outputFieldNames,proto3" json:"output_field_names,omitempty"` + OutputFieldIds []int64 `protobuf:"varint,8,rep,packed,name=output_field_ids,json=outputFieldIds,proto3" json:"output_field_ids,omitempty"` + Params []*KeyValuePair `protobuf:"bytes,9,rep,name=params,proto3" json:"params,omitempty"` + XXX_NoUnkeyedLiteral struct{} `json:"-"` + XXX_unrecognized []byte `json:"-"` + XXX_sizecache int32 `json:"-"` +} + +func (m *FunctionSchema) Reset() { *m = FunctionSchema{} } +func (m *FunctionSchema) String() string { return proto.CompactTextString(m) } +func (*FunctionSchema) ProtoMessage() {} +func (*FunctionSchema) Descriptor() ([]byte, []int) { + return fileDescriptor_65240d19de191688, []int{27} +} + +func (m *FunctionSchema) XXX_Unmarshal(b []byte) error { + return xxx_messageInfo_FunctionSchema.Unmarshal(m, b) +} +func (m *FunctionSchema) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) { + return xxx_messageInfo_FunctionSchema.Marshal(b, m, deterministic) +} +func (m *FunctionSchema) XXX_Merge(src proto.Message) { + xxx_messageInfo_FunctionSchema.Merge(m, src) +} +func (m *FunctionSchema) XXX_Size() int { + return xxx_messageInfo_FunctionSchema.Size(m) +} +func (m *FunctionSchema) XXX_DiscardUnknown() { + xxx_messageInfo_FunctionSchema.DiscardUnknown(m) +} + +var xxx_messageInfo_FunctionSchema proto.InternalMessageInfo + +func (m *FunctionSchema) GetName() string { + if m != nil { + return m.Name + } + return "" +} + +func (m *FunctionSchema) GetId() int64 { + if m != nil { + return m.Id + } + return 0 +} + +func (m *FunctionSchema) GetDescription() string { + if m != nil { + return m.Description + } + return "" +} + +func (m *FunctionSchema) GetType() FunctionType { + if m != nil { + return m.Type + } + return FunctionType_Unknown +} + +func (m *FunctionSchema) GetInputFieldNames() []string { + if m != nil { + return m.InputFieldNames + } + return nil +} + +func (m *FunctionSchema) GetInputFieldIds() []int64 { + if m != nil { + return m.InputFieldIds + } + return nil +} + +func (m *FunctionSchema) GetOutputFieldNames() []string { + if m != nil { + return m.OutputFieldNames + } + return nil +} + +func (m *FunctionSchema) GetOutputFieldIds() []int64 { + if m != nil { + return m.OutputFieldIds + } + return nil +} + +func (m *FunctionSchema) GetParams() []*KeyValuePair { + if m != nil { + return m.Params + } + return nil +} + type CheckRequest struct { XXX_NoUnkeyedLiteral struct{} `json:"-"` XXX_unrecognized []byte `json:"-"` @@ -2766,7 +2913,7 @@ func (m *CheckRequest) Reset() { *m = CheckRequest{} } func (m *CheckRequest) String() string { return proto.CompactTextString(m) } func (*CheckRequest) ProtoMessage() {} func (*CheckRequest) Descriptor() ([]byte, []int) { - return fileDescriptor_65240d19de191688, []int{27} + return fileDescriptor_65240d19de191688, []int{28} } func (m *CheckRequest) XXX_Unmarshal(b []byte) error { @@ -2801,7 +2948,7 @@ func (m *CheckResponse) Reset() { *m = CheckResponse{} } func (m *CheckResponse) String() string { return proto.CompactTextString(m) } func (*CheckResponse) ProtoMessage() {} func (*CheckResponse) Descriptor() ([]byte, []int) { - return fileDescriptor_65240d19de191688, []int{28} + return fileDescriptor_65240d19de191688, []int{29} } func (m *CheckResponse) XXX_Unmarshal(b []byte) error { @@ -2850,7 +2997,7 @@ func (m *MsgPosition) Reset() { *m = MsgPosition{} } func (m *MsgPosition) String() string { return proto.CompactTextString(m) } func (*MsgPosition) ProtoMessage() {} func (*MsgPosition) Descriptor() ([]byte, []int) { - return fileDescriptor_65240d19de191688, []int{29} + return fileDescriptor_65240d19de191688, []int{30} } func (m *MsgPosition) XXX_Unmarshal(b []byte) error { @@ -2911,7 +3058,7 @@ func (m *ChannelPosition) Reset() { *m = ChannelPosition{} } func (m *ChannelPosition) String() string { return proto.CompactTextString(m) } func (*ChannelPosition) ProtoMessage() {} func (*ChannelPosition) Descriptor() ([]byte, []int) { - return fileDescriptor_65240d19de191688, []int{30} + return fileDescriptor_65240d19de191688, []int{31} } func (m *ChannelPosition) XXX_Unmarshal(b []byte) error { @@ -2957,7 +3104,7 @@ func (m *RoleEntity) Reset() { *m = RoleEntity{} } func (m *RoleEntity) String() string { return proto.CompactTextString(m) } func (*RoleEntity) ProtoMessage() {} func (*RoleEntity) Descriptor() ([]byte, []int) { - return fileDescriptor_65240d19de191688, []int{31} + return fileDescriptor_65240d19de191688, []int{32} } func (m *RoleEntity) XXX_Unmarshal(b []byte) error { @@ -2996,7 +3143,7 @@ func (m *UserEntity) Reset() { *m = UserEntity{} } func (m *UserEntity) String() string { return proto.CompactTextString(m) } func (*UserEntity) ProtoMessage() {} func (*UserEntity) Descriptor() ([]byte, []int) { - return fileDescriptor_65240d19de191688, []int{32} + return fileDescriptor_65240d19de191688, []int{33} } func (m *UserEntity) XXX_Unmarshal(b []byte) error { @@ -3035,7 +3182,7 @@ func (m *ObjectEntity) Reset() { *m = ObjectEntity{} } func (m *ObjectEntity) String() string { return proto.CompactTextString(m) } func (*ObjectEntity) ProtoMessage() {} func (*ObjectEntity) Descriptor() ([]byte, []int) { - return fileDescriptor_65240d19de191688, []int{33} + return fileDescriptor_65240d19de191688, []int{34} } func (m *ObjectEntity) XXX_Unmarshal(b []byte) error { @@ -3074,7 +3221,7 @@ func (m *PrivilegeEntity) Reset() { *m = PrivilegeEntity{} } func (m *PrivilegeEntity) String() string { return proto.CompactTextString(m) } func (*PrivilegeEntity) ProtoMessage() {} func (*PrivilegeEntity) Descriptor() ([]byte, []int) { - return fileDescriptor_65240d19de191688, []int{34} + return fileDescriptor_65240d19de191688, []int{35} } func (m *PrivilegeEntity) XXX_Unmarshal(b []byte) error { @@ -3114,7 +3261,7 @@ func (m *GrantorEntity) Reset() { *m = GrantorEntity{} } func (m *GrantorEntity) String() string { return proto.CompactTextString(m) } func (*GrantorEntity) ProtoMessage() {} func (*GrantorEntity) Descriptor() ([]byte, []int) { - return fileDescriptor_65240d19de191688, []int{35} + return fileDescriptor_65240d19de191688, []int{36} } func (m *GrantorEntity) XXX_Unmarshal(b []byte) error { @@ -3160,7 +3307,7 @@ func (m *GrantPrivilegeEntity) Reset() { *m = GrantPrivilegeEntity{} } func (m *GrantPrivilegeEntity) String() string { return proto.CompactTextString(m) } func (*GrantPrivilegeEntity) ProtoMessage() {} func (*GrantPrivilegeEntity) Descriptor() ([]byte, []int) { - return fileDescriptor_65240d19de191688, []int{36} + return fileDescriptor_65240d19de191688, []int{37} } func (m *GrantPrivilegeEntity) XXX_Unmarshal(b []byte) error { @@ -3208,7 +3355,7 @@ func (m *GrantEntity) Reset() { *m = GrantEntity{} } func (m *GrantEntity) String() string { return proto.CompactTextString(m) } func (*GrantEntity) ProtoMessage() {} func (*GrantEntity) Descriptor() ([]byte, []int) { - return fileDescriptor_65240d19de191688, []int{37} + return fileDescriptor_65240d19de191688, []int{38} } func (m *GrantEntity) XXX_Unmarshal(b []byte) error { @@ -3277,7 +3424,7 @@ func (m *UserInfo) Reset() { *m = UserInfo{} } func (m *UserInfo) String() string { return proto.CompactTextString(m) } func (*UserInfo) ProtoMessage() {} func (*UserInfo) Descriptor() ([]byte, []int) { - return fileDescriptor_65240d19de191688, []int{38} + return fileDescriptor_65240d19de191688, []int{39} } func (m *UserInfo) XXX_Unmarshal(b []byte) error { @@ -3335,7 +3482,7 @@ func (m *RBACMeta) Reset() { *m = RBACMeta{} } func (m *RBACMeta) String() string { return proto.CompactTextString(m) } func (*RBACMeta) ProtoMessage() {} func (*RBACMeta) Descriptor() ([]byte, []int) { - return fileDescriptor_65240d19de191688, []int{39} + return fileDescriptor_65240d19de191688, []int{40} } func (m *RBACMeta) XXX_Unmarshal(b []byte) error { @@ -3384,6 +3531,7 @@ func init() { proto.RegisterEnum("milvus.proto.backup.ConsistencyLevel", ConsistencyLevel_name, ConsistencyLevel_value) proto.RegisterEnum("milvus.proto.backup.DataType", DataType_name, DataType_value) proto.RegisterEnum("milvus.proto.backup.FieldState", FieldState_name, FieldState_value) + proto.RegisterEnum("milvus.proto.backup.FunctionType", FunctionType_name, FunctionType_value) proto.RegisterType((*IndexInfo)(nil), "milvus.proto.backup.IndexInfo") proto.RegisterMapType((map[string]string)(nil), "milvus.proto.backup.IndexInfo.ParamsEntry") proto.RegisterType((*CollectionBackupInfo)(nil), "milvus.proto.backup.CollectionBackupInfo") @@ -3414,6 +3562,7 @@ func init() { proto.RegisterType((*ValueField)(nil), "milvus.proto.backup.ValueField") proto.RegisterType((*FieldSchema)(nil), "milvus.proto.backup.FieldSchema") proto.RegisterType((*CollectionSchema)(nil), "milvus.proto.backup.CollectionSchema") + proto.RegisterType((*FunctionSchema)(nil), "milvus.proto.backup.FunctionSchema") proto.RegisterType((*CheckRequest)(nil), "milvus.proto.backup.CheckRequest") proto.RegisterType((*CheckResponse)(nil), "milvus.proto.backup.CheckResponse") proto.RegisterType((*MsgPosition)(nil), "milvus.proto.backup.MsgPosition") @@ -3432,221 +3581,232 @@ func init() { func init() { proto.RegisterFile("backup.proto", fileDescriptor_65240d19de191688) } var fileDescriptor_65240d19de191688 = []byte{ - // 3420 bytes of a gzipped FileDescriptorProto - 0x1f, 0x8b, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0xff, 0xdc, 0x3a, 0x4d, 0x73, 0x1b, 0xc7, - 0x72, 0xc4, 0x37, 0xd0, 0x0b, 0x80, 0xcb, 0x21, 0x45, 0x41, 0xd4, 0xd3, 0x13, 0xb5, 0xb1, 0xf4, - 0x28, 0xbd, 0x0a, 0xa5, 0x47, 0x3d, 0x2b, 0xb6, 0xea, 0x3d, 0x3f, 0xf3, 0x4b, 0x12, 0x6c, 0x89, - 0x62, 0x96, 0x14, 0x4b, 0xe5, 0x7c, 0x6c, 0x2d, 0x76, 0x87, 0xe0, 0x86, 0x8b, 0x1d, 0x78, 0x67, - 0x21, 0x09, 0xaa, 0x4a, 0x2a, 0xb7, 0xf8, 0x98, 0x43, 0xaa, 0x52, 0x95, 0x7f, 0x90, 0x9b, 0x73, - 0x70, 0x0e, 0xf9, 0x07, 0x49, 0xe5, 0x9a, 0x3f, 0x90, 0x4b, 0x8e, 0x3e, 0xa5, 0x72, 0x4d, 0x4d, - 0xcf, 0xec, 0x07, 0xc0, 0x25, 0x05, 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0x3a, 0x82, 0x9a, 0x7a, 0xf8, 0x2c, 0x3e, 0x7b, 0xf3, 0x55, 0xe8, 0x9a, 0x75, 0x15, 0x4a, 0xc2, + 0x71, 0xf7, 0xf3, 0x9f, 0xfd, 0xc1, 0xd0, 0x17, 0x67, 0x71, 0x7f, 0x6b, 0xc0, 0x46, 0xf7, 0xbf, + 0xf6, 0x83, 0xc0, 0xff, 0x5a, 0xd0, 0xc1, 0xd9, 0x7d, 0x45, 0xfc, 0xfb, 0x8a, 0xec, 0xfe, 0x80, + 0x45, 0xfa, 0x97, 0xec, 0xfb, 0x0a, 0x32, 0xee, 0xf7, 0x17, 0x71, 0xfc, 0xf0, 0x7f, 0x02, 0x00, + 0x00, 0xff, 0xff, 0xcc, 0xe2, 0x89, 0xf9, 0xd5, 0x2d, 0x00, 0x00, } // Reference imports to suppress errors if they are not otherwise used. diff --git a/core/storage/copier.go b/core/storage/copier.go index 441b34a..da93e90 100644 --- a/core/storage/copier.go +++ b/core/storage/copier.go @@ -238,6 +238,7 @@ func (c *Copier) Copy(ctx context.Context, srcPrefix, destPrefix, srcBucket, des return fmt.Errorf("storage: copier get src attrs %w", err) } for _, srcAttr := range srcAttrs { + destKey := strings.Replace(srcAttr.Key, srcPrefix, destPrefix, 1) err := fn(ctx, srcAttr, destKey, srcBucket, destBucket) if err != nil { diff --git a/docs/docs.go b/docs/docs.go index 7bc1fc5..4ddb48f 100644 --- a/docs/docs.go +++ b/docs/docs.go @@ -463,8 +463,20 @@ const docTemplate = `{ "$ref": "#/definitions/backuppb.FieldSchema" } }, + "functions": { + "type": "array", + "items": { + "$ref": "#/definitions/backuppb.FunctionSchema" + } + }, "name": { "type": "string" + }, + "properties": { + "type": "array", + "items": { + "$ref": "#/definitions/backuppb.KeyValuePair" + } } } }, @@ -684,6 +696,66 @@ const docTemplate = `{ "FieldState_FieldDropped" ] }, + "backuppb.FunctionSchema": { + "type": "object", + "properties": { + "description": { + "type": "string" + }, + "id": { + "type": "integer" + }, + "input_field_ids": { + "type": "array", + "items": { + "type": "integer" + } + }, + "input_field_names": { + "type": "array", + "items": { + "type": "string" + } + }, + "name": { + "type": "string" + }, + "output_field_ids": { + "type": "array", + "items": { + "type": "integer" + } + }, + "output_field_names": { + "type": "array", + "items": { + "type": "string" + } + }, + "params": { + "type": "array", + "items": { + "$ref": "#/definitions/backuppb.KeyValuePair" + } + }, + "type": { + "$ref": "#/definitions/backuppb.FunctionType" + } + } + }, + "backuppb.FunctionType": { + "type": "integer", + "enum": [ + 0, + 1, + 2 + ], + "x-enum-varnames": [ + "FunctionType_Unknown", + "FunctionType_BM25", + "FunctionType_TextEmbedding" + ] + }, "backuppb.GrantEntity": { "type": "object", "properties": { diff --git a/docs/swagger.json b/docs/swagger.json index d6aea68..847dbb1 100644 --- a/docs/swagger.json +++ b/docs/swagger.json @@ -455,8 +455,20 @@ "$ref": "#/definitions/backuppb.FieldSchema" } }, + "functions": { + "type": "array", + "items": { + "$ref": "#/definitions/backuppb.FunctionSchema" + } + }, "name": { "type": "string" + }, + "properties": { + "type": "array", + "items": { + "$ref": "#/definitions/backuppb.KeyValuePair" + } } } }, @@ -676,6 +688,66 @@ "FieldState_FieldDropped" ] }, + "backuppb.FunctionSchema": { + "type": "object", + "properties": { + "description": { + "type": "string" + }, + "id": { + "type": "integer" + }, + "input_field_ids": { + "type": "array", + "items": { + "type": "integer" + } + }, + "input_field_names": { + "type": "array", + "items": { + "type": "string" + } + }, + "name": { + "type": "string" + }, + "output_field_ids": { + "type": "array", + "items": { + "type": "integer" + } + }, + "output_field_names": { + "type": "array", + "items": { + "type": "string" + } + }, + "params": { + "type": "array", + "items": { + "$ref": "#/definitions/backuppb.KeyValuePair" + } + }, + "type": { + "$ref": "#/definitions/backuppb.FunctionType" + } + } + }, + "backuppb.FunctionType": { + "type": "integer", + "enum": [ + 0, + 1, + 2 + ], + "x-enum-varnames": [ + "FunctionType_Unknown", + "FunctionType_BM25", + "FunctionType_TextEmbedding" + ] + }, "backuppb.GrantEntity": { "type": "object", "properties": { diff --git a/docs/swagger.yaml b/docs/swagger.yaml index 39eadda..54eb268 100644 --- a/docs/swagger.yaml +++ b/docs/swagger.yaml @@ -142,8 +142,16 @@ definitions: items: $ref: '#/definitions/backuppb.FieldSchema' type: array + functions: + items: + $ref: '#/definitions/backuppb.FunctionSchema' + type: array name: type: string + properties: + items: + $ref: '#/definitions/backuppb.KeyValuePair' + type: array type: object backuppb.ConsistencyLevel: enum: @@ -309,6 +317,47 @@ definitions: - FieldState_FieldCreating - FieldState_FieldDropping - FieldState_FieldDropped + backuppb.FunctionSchema: + properties: + description: + type: string + id: + type: integer + input_field_ids: + items: + type: integer + type: array + input_field_names: + items: + type: string + type: array + name: + type: string + output_field_ids: + items: + type: integer + type: array + output_field_names: + items: + type: string + type: array + params: + items: + $ref: '#/definitions/backuppb.KeyValuePair' + type: array + type: + $ref: '#/definitions/backuppb.FunctionType' + type: object + backuppb.FunctionType: + enum: + - 0 + - 1 + - 2 + type: integer + x-enum-varnames: + - FunctionType_Unknown + - FunctionType_BM25 + - FunctionType_TextEmbedding backuppb.GrantEntity: properties: db_name: diff --git a/example/bm25/prepare_data.py b/example/bm25/prepare_data.py new file mode 100644 index 0000000..73933e5 --- /dev/null +++ b/example/bm25/prepare_data.py @@ -0,0 +1,215 @@ +# hello_bm25.py demonstrates how to insert raw data only into Milvus and perform +# sparse vector based ANN search using BM25 algorithm. +# 1. connect to Milvus +# 2. create collection +# 3. insert data +# 4. create index +# 5. search, query, and filtering search on entities +# 6. delete entities by PK +# 7. drop collection +import time + +from pymilvus import ( + connections, + utility, + FieldSchema, CollectionSchema, Function, DataType, FunctionType, + Collection, +) + +fmt = "\n=== {:30} ===\n" +search_latency_fmt = "search latency = {:.4f}s" + +################################################################################# +# 1. connect to Milvus +# Add a new connection alias `default` for Milvus server in `localhost:19530` +print(fmt.format("start connecting to Milvus")) +connections.connect("default", host="localhost", port="19530") + +has = utility.has_collection("hello_bm25") +print(f"Does collection hello_bm25 exist in Milvus: {has}") + +################################################################################# +# 2. create collection +# We're going to create a collection with 2 explicit fields and a function. +# +-+------------+------------+------------------+------------------------------+ +# | | field name | field type | other attributes | field description | +# +-+------------+------------+------------------+------------------------------+ +# |1| "id" | INT64 | is_primary=True | "primary field" | +# | | | | auto_id=False | | +# +-+------------+------------+------------------+------------------------------+ +# |2| "document" | VarChar | | "raw text document" | +# +-+------------+------------+------------------+------------------------------+ +# +# Function 'bm25' is used to convert raw text document to a sparse vector representation +# and store it in the 'sparse' field. +# +-+------------+-------------------+-----------+------------------------------+ +# | | field name | field type | other attr| field description | +# +-+------------+-------------------+-----------+------------------------------+ +# |3| "sparse" |SPARSE_FLOAT_VECTOR| | | +# +-+------------+-------------------+-----------+------------------------------+ +# +fields = [ + FieldSchema(name="id", dtype=DataType.INT64, is_primary=True, auto_id=True), + FieldSchema(name="sparse", dtype=DataType.SPARSE_FLOAT_VECTOR), + FieldSchema(name="document", dtype=DataType.VARCHAR, max_length=1000, enable_analyzer=True), +] + +bm25_function = Function( + name="bm25", + function_type=FunctionType.BM25, + input_field_names=["document"], + output_field_names="sparse", +) + +schema = CollectionSchema(fields, "hello_bm25 demo") +schema.add_function(bm25_function) + +print(fmt.format("Create collection `hello_bm25`")) +hello_bm25 = Collection("hello_bm25", schema, consistency_level="Strong") + +################################################################################ +# 3. insert data +# We are going to insert 3 rows of data into `hello_bm25` +# Data to be inserted must be organized in fields. +# +# The insert() method returns: +# - either automatically generated primary keys by Milvus if auto_id=True in the schema; +# - or the existing primary key field from the entities if auto_id=False in the schema. + +print(fmt.format("Start inserting entities")) + +num_entities = 6 + +entities = [ + [f"This is a test document {i + hello_bm25.num_entities}" for i in range(num_entities)], +] + +insert_result = hello_bm25.insert(entities) +ids = insert_result.primary_keys + +time.sleep(3) + +hello_bm25.flush() +print(f"Number of entities in Milvus: {hello_bm25.num_entities}") # check the num_entities + +################################################################################ +# 4. create index +# We are going to create an index for hello_bm25 collection, here we simply +# uses AUTOINDEX so Milvus can use the default parameters. +print(fmt.format("Start Creating index AUTOINDEX")) +index = { + "index_type": "AUTOINDEX", + "metric_type": "BM25", +} + +hello_bm25.create_index("sparse", index) + +################################################################################ +# 5. search, query, and scalar filtering search +# After data were inserted into Milvus and indexed, you can perform: +# - search texts relevance by BM25 using sparse vector ANN search +# - query based on scalar filtering(boolean, int, etc.) +# - scalar filtering search. +# + +# Before conducting a search or a query, you need to load the data in `hello_bm25` into memory. +print(fmt.format("Start loading")) +hello_bm25.load() + +# ----------------------------------------------------------------------------- +print(fmt.format("Start searching based on BM25 texts relevance using sparse vector ANN search")) +texts_to_search = entities[-1][-2:] +print(fmt.format(f"texts_to_search: {texts_to_search}")) +search_params = { + "metric_type": "BM25", + "params": {}, +} + +start_time = time.time() +result = hello_bm25.search(texts_to_search, "sparse", search_params, limit=3, output_fields=["document"], consistency_level="Strong") +end_time = time.time() + +for hits, text in zip(result, texts_to_search): + print(f"result of text: {text}") + for hit in hits: + print(f"\thit: {hit}, document field: {hit.entity.get('document')}") +print(search_latency_fmt.format(end_time - start_time)) + +# ----------------------------------------------------------------------------- +# query based on scalar filtering(boolean, int, etc.) +filter_id = ids[num_entities // 2 - 1] +print(fmt.format(f"Start querying with `id > {filter_id}`")) + +start_time = time.time() +result = hello_bm25.query(expr=f"id > {filter_id}", output_fields=["document"]) +end_time = time.time() + +print(f"query result:\n-{result[0]}") +print(search_latency_fmt.format(end_time - start_time)) + +# ----------------------------------------------------------------------------- +# pagination +r1 = hello_bm25.query(expr=f"id > {filter_id}", limit=3, output_fields=["document"]) +r2 = hello_bm25.query(expr=f"id > {filter_id}", offset=1, limit=2, output_fields=["document"]) +print(f"query pagination(limit=3):\n\t{r1}") +print(f"query pagination(offset=1, limit=2):\n\t{r2}") + + +# ----------------------------------------------------------------------------- +# scalar filtering search +print(fmt.format(f"Start filtered searching with `id > {filter_id}`")) + +start_time = time.time() +result = hello_bm25.search(texts_to_search, "sparse", search_params, limit=3, expr=f"id > {filter_id}", output_fields=["document"]) +end_time = time.time() + +for hits, text in zip(result, texts_to_search): + print(f"result of text: {text}") + for hit in hits: + print(f"\thit: {hit}, document field: {hit.entity.get('document')}") +print(search_latency_fmt.format(end_time - start_time)) + +############################################################################### +# 6. delete entities by PK +# You can delete entities by their PK values using boolean expressions. + +expr = f'id in [{ids[0]}, {ids[1]}]' +print(fmt.format(f"Start deleting with expr `{expr}`")) + +result = hello_bm25.query(expr=expr, output_fields=["document"]) +print(f"query before delete by expr=`{expr}` -> result: \n- {result[0]}\n- {result[1]}\n") + +hello_bm25.delete(expr) + +result = hello_bm25.query(expr=expr, output_fields=["document"]) +print(f"query after delete by expr=`{expr}` -> result: {result}\n") + +############################################################################### +# 7. upsert by PK +# You can upsert data to replace existing data. +target_id = ids[2] +print(fmt.format(f"Start upsert operation for id {target_id}")) + +# Query before upsert +result_before = hello_bm25.query(expr=f"id == {target_id}", output_fields=["id", "document"]) +print(f"Query before upsert (id={target_id}):\n{result_before}") + +# Prepare data for upsert +upsert_data = [ + [target_id], + ["This is an upserted document for testing purposes."] +] + +# Perform upsert operation +hello_bm25.upsert(upsert_data) + +# Query after upsert +result_after = hello_bm25.query(expr=f"id == {target_id}", output_fields=["id", "document"]) +print(f"Query after upsert (id={target_id}):\n{result_after}") + + +############################################################################### +# 7. drop collection +# Finally, drop the hello_bm25 collection +print(fmt.format("Drop collection `hello_bm25`")) +# utility.drop_collection("hello_bm25") \ No newline at end of file diff --git a/example/bm25/verify_data.py b/example/bm25/verify_data.py new file mode 100644 index 0000000..7a71980 --- /dev/null +++ b/example/bm25/verify_data.py @@ -0,0 +1,177 @@ +# hello_bm25.py demonstrates how to insert raw data only into Milvus and perform +# sparse vector based ANN search using BM25 algorithm. +# 1. connect to Milvus +# 2. create collection +# 3. insert data +# 4. create index +# 5. search, query, and filtering search on entities +# 6. delete entities by PK +# 7. drop collection +import time + +from pymilvus import ( + connections, + utility, + FieldSchema, CollectionSchema, Function, DataType, FunctionType, + Collection, +) + +fmt = "\n=== {:30} ===\n" +search_latency_fmt = "search latency = {:.4f}s" + +################################################################################# +# 1. connect to Milvus +# Add a new connection alias `default` for Milvus server in `localhost:19530` +print(fmt.format("start connecting to Milvus")) +connections.connect("default", host="localhost", port="19530") + +has = utility.has_collection("hello_bm25") +print(f"Does collection hello_bm25 exist in Milvus: {has}") + +################################################################################# +# 2. create collection +# We're going to create a collection with 2 explicit fields and a function. +# +-+------------+------------+------------------+------------------------------+ +# | | field name | field type | other attributes | field description | +# +-+------------+------------+------------------+------------------------------+ +# |1| "id" | INT64 | is_primary=True | "primary field" | +# | | | | auto_id=False | | +# +-+------------+------------+------------------+------------------------------+ +# |2| "document" | VarChar | | "raw text document" | +# +-+------------+------------+------------------+------------------------------+ +# +# Function 'bm25' is used to convert raw text document to a sparse vector representation +# and store it in the 'sparse' field. +# +-+------------+-------------------+-----------+------------------------------+ +# | | field name | field type | other attr| field description | +# +-+------------+-------------------+-----------+------------------------------+ +# |3| "sparse" |SPARSE_FLOAT_VECTOR| | | +# +-+------------+-------------------+-----------+------------------------------+ +# +fields = [ + FieldSchema(name="id", dtype=DataType.INT64, is_primary=True, auto_id=True), + FieldSchema(name="sparse", dtype=DataType.SPARSE_FLOAT_VECTOR), + FieldSchema(name="document", dtype=DataType.VARCHAR, max_length=1000, enable_analyzer=True), +] + +bm25_function = Function( + name="bm25", + function_type=FunctionType.BM25, + input_field_names=["document"], + output_field_names="sparse", +) + +schema = CollectionSchema(fields, "hello_bm25 demo") +schema.add_function(bm25_function) + +print(fmt.format("Create collection `hello_bm25`")) +hello_bm25 = Collection("hello_bm25") + +num_entities = 6 + +entities = [ + [f"This is a test document {i + hello_bm25.num_entities}" for i in range(num_entities)], +] + + +# Before conducting a search or a query, you need to load the data in `hello_bm25` into memory. +print(fmt.format("Start loading")) +hello_bm25.load() + +# ----------------------------------------------------------------------------- +print(fmt.format("Start searching based on BM25 texts relevance using sparse vector ANN search")) +texts_to_search = entities[-1][-2:] +print(fmt.format(f"texts_to_search: {texts_to_search}")) +search_params = { + "metric_type": "BM25", + "params": {}, +} + +start_time = time.time() +result = hello_bm25.search(texts_to_search, "sparse", search_params, limit=3, output_fields=["document"], consistency_level="Strong") +end_time = time.time() + +for hits, text in zip(result, texts_to_search): + print(f"result of text: {text}") + for hit in hits: + print(f"\thit: {hit}, document field: {hit.entity.get('document')}") +print(search_latency_fmt.format(end_time - start_time)) + +# ----------------------------------------------------------------------------- +# query based on scalar filtering(boolean, int, etc.) +filter_id = 1 +print(fmt.format(f"Start querying with `id > {filter_id}`")) + +start_time = time.time() +result = hello_bm25.query(expr=f"id > {filter_id}", output_fields=["document"]) +end_time = time.time() + +print(f"query result:\n-{result[0]}") +print(search_latency_fmt.format(end_time - start_time)) + +# ----------------------------------------------------------------------------- +# pagination +r1 = hello_bm25.query(expr=f"id > {filter_id}", limit=3, output_fields=["document"]) +r2 = hello_bm25.query(expr=f"id > {filter_id}", offset=1, limit=2, output_fields=["document"]) +print(f"query pagination(limit=3):\n\t{r1}") +print(f"query pagination(offset=1, limit=2):\n\t{r2}") + + +# ----------------------------------------------------------------------------- +# scalar filtering search +print(fmt.format(f"Start filtered searching with `id > {filter_id}`")) + +start_time = time.time() +result = hello_bm25.search(texts_to_search, "sparse", search_params, limit=3, expr=f"id > {filter_id}", output_fields=["document"]) +end_time = time.time() + +for hits, text in zip(result, texts_to_search): + print(f"result of text: {text}") + for hit in hits: + print(f"\thit: {hit}, document field: {hit.entity.get('document')}") +print(search_latency_fmt.format(end_time - start_time)) + +############################################################################### +# 6. delete entities by PK +# You can delete entities by their PK values using boolean expressions. +# +# expr = f'id in [{ids[0]}, {ids[1]}]' +# print(fmt.format(f"Start deleting with expr `{expr}`")) +# +# result = hello_bm25.query(expr=expr, output_fields=["document"]) +# print(f"query before delete by expr=`{expr}` -> result: \n- {result[0]}\n- {result[1]}\n") +# +# hello_bm25.delete(expr) +# +# result = hello_bm25.query(expr=expr, output_fields=["document"]) +# print(f"query after delete by expr=`{expr}` -> result: {result}\n") +# +# ############################################################################### +# # 7. upsert by PK +# # You can upsert data to replace existing data. +# target_id = ids[2] +# print(fmt.format(f"Start upsert operation for id {target_id}")) +# +# # Query before upsert +# result_before = hello_bm25.query(expr=f"id == {target_id}", output_fields=["id", "document"]) +# print(f"Query before upsert (id={target_id}):\n{result_before}") +# +# # Prepare data for upsert +# upsert_data = [ +# [target_id], +# ["This is an upserted document for testing purposes."] +# ] +# +# # Perform upsert operation +# hello_bm25.upsert(upsert_data) +# +# # Query after upsert +# result_after = hello_bm25.query(expr=f"id == {target_id}", output_fields=["id", "document"]) +# print(f"Query after upsert (id={target_id}):\n{result_after}") +# +# +# ############################################################################### +# # 7. drop collection +# # Finally, drop the hello_bm25 collection +# print(fmt.format("Drop collection `hello_bm25`")) +# utility.drop_collection("hello_bm25") \ No newline at end of file diff --git a/go.mod b/go.mod index 4d776c2..d3ccbe3 100644 --- a/go.mod +++ b/go.mod @@ -1,6 +1,6 @@ module github.com/zilliztech/milvus-backup -go 1.18 +go 1.21 require ( github.com/Azure/azure-sdk-for-go/sdk/azcore v1.7.0 @@ -10,54 +10,69 @@ require ( github.com/blang/semver/v4 v4.0.0 github.com/cockroachdb/errors v1.9.1 github.com/gin-gonic/gin v1.8.1 - github.com/golang/protobuf v1.5.2 - github.com/google/btree v1.0.1 - github.com/google/uuid v1.3.0 + github.com/golang/protobuf v1.5.4 + github.com/google/btree v1.1.2 + github.com/google/uuid v1.6.0 github.com/json-iterator/go v1.1.12 github.com/lingdor/stackerror v0.0.0-20191119040541-976d8885ed76 //github.com/milvus-io/milvus-proto/go-api/v2 v2.4.3 - github.com/milvus-io/milvus-sdk-go/v2 v2.4.2-0.20241009111120-8008f14f2c16 + github.com/milvus-io/milvus-sdk-go/v2 v2.4.2-0.20241114020221-3d596ff9fe9f + github.com/milvus-io/milvus/client/v2 v2.0.0-20241120124432-f3a36f8a299b github.com/minio/minio-go/v7 v7.0.61 github.com/pkg/errors v0.9.1 - github.com/samber/lo v1.39.0 + github.com/samber/lo v1.47.0 github.com/sony/sonyflake v1.1.0 github.com/spf13/cast v1.3.1 github.com/spf13/cobra v1.5.0 github.com/spf13/viper v1.8.1 - github.com/stretchr/testify v1.8.4 + github.com/stretchr/testify v1.9.0 github.com/swaggo/files v1.0.0 github.com/swaggo/gin-swagger v1.5.3 github.com/swaggo/swag v1.16.1 github.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/common v1.0.865 - github.com/uber/jaeger-client-go v2.25.0+incompatible + github.com/uber/jaeger-client-go v2.30.0+incompatible go.uber.org/atomic v1.10.0 - go.uber.org/zap v1.17.0 - golang.org/x/oauth2 v0.0.0-20210402161424-2e8d93401602 + go.uber.org/zap v1.27.0 + golang.org/x/oauth2 v0.20.0 golang.org/x/sync v0.8.0 - golang.org/x/time v0.0.0-20201208040808-7e3f01d25324 - google.golang.org/grpc v1.48.0 + golang.org/x/time v0.5.0 + google.golang.org/grpc v1.65.0 gopkg.in/natefinch/lumberjack.v2 v2.0.0 gopkg.in/yaml.v3 v3.0.1 ) +require github.com/milvus-io/milvus-proto/go-api/v2 v2.3.4-0.20241120015424-93892e628c69 + replace github.com/milvus-io/milvus-sdk-go/v2 => github.com/wayblink/milvus-sdk-go/v2 v2.3.0-beta4.0.20241030091852-d6eb85c1a8ff -require github.com/milvus-io/milvus-proto/go-api/v2 v2.3.4-0.20240909041258-8f8ca67816cd +replace github.com/milvus-io/milvus/client/v2 => github.com/wayblink/milvus/client/v2 v2.0.0-20241129040934-6ffc6bcba352 require ( - cloud.google.com/go v0.81.0 // indirect + cloud.google.com/go/compute/metadata v0.3.0 // indirect github.com/Azure/azure-sdk-for-go/sdk/internal v1.3.0 // indirect github.com/AzureAD/microsoft-authentication-library-for-go v1.1.1 // indirect github.com/KyleBanks/depth v1.2.1 // indirect github.com/alibabacloud-go/debug v0.0.0-20190504072949-9472017b5c68 // indirect github.com/alibabacloud-go/tea v1.1.8 // indirect + github.com/beorn7/perks v1.0.1 // indirect + github.com/cenkalti/backoff/v4 v4.2.1 // indirect + github.com/cespare/xxhash/v2 v2.3.0 // indirect + github.com/cilium/ebpf v0.11.0 // indirect github.com/cockroachdb/logtags v0.0.0-20211118104740-dabe8e521a4f // indirect github.com/cockroachdb/redact v1.1.3 // indirect + github.com/containerd/cgroups/v3 v3.0.3 // indirect + github.com/coreos/go-semver v0.3.0 // indirect + github.com/coreos/go-systemd/v22 v22.3.2 // indirect github.com/davecgh/go-spew v1.1.1 // indirect + github.com/docker/go-units v0.4.0 // indirect github.com/dustin/go-humanize v1.0.1 // indirect + github.com/form3tech-oss/jwt-go v3.2.3+incompatible // indirect github.com/fsnotify/fsnotify v1.4.9 // indirect github.com/getsentry/sentry-go v0.12.0 // indirect github.com/gin-contrib/sse v0.1.0 // indirect + github.com/go-logr/logr v1.4.2 // indirect + github.com/go-logr/stdr v1.2.2 // indirect + github.com/go-ole/go-ole v1.2.6 // indirect github.com/go-openapi/jsonpointer v0.20.0 // indirect github.com/go-openapi/jsonreference v0.20.2 // indirect github.com/go-openapi/spec v0.20.9 // indirect @@ -66,51 +81,97 @@ require ( github.com/go-playground/universal-translator v0.18.0 // indirect github.com/go-playground/validator/v10 v10.10.0 // indirect github.com/goccy/go-json v0.9.7 // indirect + github.com/godbus/dbus/v5 v5.0.4 // indirect github.com/gogo/protobuf v1.3.2 // indirect github.com/golang-jwt/jwt/v5 v5.0.0 // indirect + github.com/gorilla/websocket v1.4.2 // indirect github.com/grpc-ecosystem/go-grpc-middleware v1.3.0 // indirect + github.com/grpc-ecosystem/go-grpc-prometheus v1.2.0 // indirect + github.com/grpc-ecosystem/grpc-gateway v1.16.0 // indirect + github.com/grpc-ecosystem/grpc-gateway/v2 v2.16.0 // indirect github.com/hashicorp/hcl v1.0.0 // indirect github.com/inconshreveable/mousetrap v1.0.0 // indirect + github.com/jonboulle/clockwork v0.2.2 // indirect github.com/josharian/intern v1.0.0 // indirect - github.com/klauspost/compress v1.16.7 // indirect + github.com/klauspost/compress v1.17.7 // indirect github.com/klauspost/cpuid/v2 v2.2.5 // indirect github.com/kr/pretty v0.3.1 // indirect github.com/kr/text v0.2.0 // indirect github.com/kylelemons/godebug v1.1.0 // indirect github.com/leodido/go-urn v1.2.1 // indirect + github.com/lufia/plan9stats v0.0.0-20211012122336-39d0f177ccd0 // indirect github.com/magiconair/properties v1.8.5 // indirect github.com/mailru/easyjson v0.7.7 // indirect - github.com/mattn/go-isatty v0.0.14 // indirect + github.com/mattn/go-isatty v0.0.19 // indirect + github.com/matttproud/golang_protobuf_extensions v1.0.4 // indirect + github.com/milvus-io/milvus/pkg v0.0.2-0.20241126032235-cb6542339e84 // indirect github.com/minio/md5-simd v1.1.2 // indirect github.com/minio/sha256-simd v1.0.1 // indirect github.com/mitchellh/mapstructure v1.4.1 // indirect github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect github.com/modern-go/reflect2 v1.0.2 // indirect + github.com/opencontainers/runtime-spec v1.0.2 // indirect + github.com/panjf2000/ants/v2 v2.7.2 // indirect github.com/pelletier/go-toml v1.9.3 // indirect github.com/pelletier/go-toml/v2 v2.0.1 // indirect github.com/pkg/browser v0.0.0-20210911075715-681adbf594b8 // indirect github.com/pmezard/go-difflib v1.0.0 // indirect - github.com/rogpeppe/go-internal v1.9.0 // indirect + github.com/power-devops/perfstat v0.0.0-20210106213030-5aafc221ea8c // indirect + github.com/prometheus/client_golang v1.14.0 // indirect + github.com/prometheus/client_model v0.3.0 // indirect + github.com/prometheus/common v0.42.0 // indirect + github.com/prometheus/procfs v0.9.0 // indirect + github.com/rogpeppe/go-internal v1.10.0 // indirect github.com/rs/xid v1.5.0 // indirect + github.com/shirou/gopsutil/v3 v3.22.9 // indirect github.com/sirupsen/logrus v1.9.3 // indirect + github.com/soheilhy/cmux v0.1.5 // indirect + github.com/spaolacci/murmur3 v1.1.0 // indirect github.com/spf13/afero v1.6.0 // indirect github.com/spf13/jwalterweatherman v1.1.0 // indirect github.com/spf13/pflag v1.0.5 // indirect github.com/subosito/gotenv v1.2.0 // indirect - github.com/tidwall/gjson v1.14.4 // indirect + github.com/tidwall/gjson v1.17.1 // indirect github.com/tidwall/match v1.1.1 // indirect github.com/tidwall/pretty v1.2.0 // indirect + github.com/tklauser/go-sysconf v0.3.10 // indirect + github.com/tklauser/numcpus v0.4.0 // indirect + github.com/tmc/grpc-websocket-proxy v0.0.0-20201229170055-e5319fda7802 // indirect github.com/ugorji/go/codec v1.2.7 // indirect - go.uber.org/multierr v1.6.0 // indirect - golang.org/x/crypto v0.14.0 // indirect - golang.org/x/exp v0.0.0-20220303212507-bbda1eaf7a17 // indirect - golang.org/x/net v0.17.0 // indirect - golang.org/x/sys v0.13.0 // indirect - golang.org/x/text v0.13.0 // indirect - golang.org/x/tools v0.11.0 // indirect - google.golang.org/appengine v1.6.7 // indirect - google.golang.org/genproto v0.0.0-20220503193339-ba3ae3f07e29 // indirect - google.golang.org/protobuf v1.33.0 // indirect + github.com/x448/float16 v0.8.4 // indirect + github.com/xiang90/probing v0.0.0-20190116061207-43a291ad63a2 // indirect + github.com/yusufpapurcu/wmi v1.2.2 // indirect + go.etcd.io/bbolt v1.3.6 // indirect + go.etcd.io/etcd/api/v3 v3.5.5 // indirect + go.etcd.io/etcd/client/pkg/v3 v3.5.5 // indirect + go.etcd.io/etcd/client/v2 v2.305.5 // indirect + go.etcd.io/etcd/client/v3 v3.5.5 // indirect + go.etcd.io/etcd/pkg/v3 v3.5.5 // indirect + go.etcd.io/etcd/raft/v3 v3.5.5 // indirect + go.etcd.io/etcd/server/v3 v3.5.5 // indirect + go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.49.0 // indirect + go.opentelemetry.io/otel v1.28.0 // indirect + go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.20.0 // indirect + go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.20.0 // indirect + go.opentelemetry.io/otel/metric v1.28.0 // indirect + go.opentelemetry.io/otel/sdk v1.28.0 // indirect + go.opentelemetry.io/otel/trace v1.28.0 // indirect + go.opentelemetry.io/proto/otlp v1.0.0 // indirect + go.uber.org/automaxprocs v1.5.3 // indirect + go.uber.org/multierr v1.11.0 // indirect + golang.org/x/crypto v0.25.0 // indirect + golang.org/x/exp v0.0.0-20230224173230-c95f2b4c22f2 // indirect + golang.org/x/net v0.27.0 // indirect + golang.org/x/sys v0.22.0 // indirect + golang.org/x/text v0.16.0 // indirect + golang.org/x/tools v0.21.1-0.20240508182429-e35e4ccd0d2d // indirect + google.golang.org/genproto v0.0.0-20231106174013-bbf56f31fb17 // indirect + google.golang.org/genproto/googleapis/api v0.0.0-20240528184218-531527333157 // indirect + google.golang.org/genproto/googleapis/rpc v0.0.0-20240730163845-b1a4ccb954bf // indirect + google.golang.org/protobuf v1.34.2 // indirect + gopkg.in/inf.v0 v0.9.1 // indirect gopkg.in/ini.v1 v1.67.0 // indirect gopkg.in/yaml.v2 v2.4.0 // indirect + k8s.io/apimachinery v0.28.6 // indirect + sigs.k8s.io/yaml v1.3.0 // indirect ) diff --git a/go.sum b/go.sum index 689b2ed..319b12a 100644 --- a/go.sum +++ b/go.sum @@ -17,7 +17,6 @@ cloud.google.com/go v0.72.0/go.mod h1:M+5Vjvlc2wnp6tjzE102Dw08nGShTscUx2nZMufOKP cloud.google.com/go v0.74.0/go.mod h1:VV1xSbzvo+9QJOxLDaJfTjx5e+MePCpCWwvftOeQmWk= cloud.google.com/go v0.78.0/go.mod h1:QjdrLG0uq+YwhjoVOLsS1t7TW8fs36kLs4XO5R5ECHg= cloud.google.com/go v0.79.0/go.mod h1:3bzgcEeQlzbuEAYu4mrWhKqWjmpprinYgKJLgKHnbb8= -cloud.google.com/go v0.81.0 h1:at8Tk2zUz63cLPR0JPWm5vp77pEZmzxEQBEfRKn1VV8= cloud.google.com/go v0.81.0/go.mod h1:mk/AM35KwGk/Nm2YSeZbxXdrNK3KZOYHmLkOqC2V6E0= cloud.google.com/go/bigquery v1.0.1/go.mod h1:i/xbL2UlR5RvWAURpBYZTtm/cXjCha9lbfbpx4poX+o= cloud.google.com/go/bigquery v1.3.0/go.mod h1:PjpwJnslEMmckchkHFfq+HTD2DmtT67aNFKH1/VBDHE= @@ -25,6 +24,8 @@ cloud.google.com/go/bigquery v1.4.0/go.mod h1:S8dzgnTigyfTmLBfrtrhyYhwRxG72rYxvf cloud.google.com/go/bigquery v1.5.0/go.mod h1:snEHRnqQbz117VIFhE8bmtwIDY80NLUZUMb4Nv6dBIg= cloud.google.com/go/bigquery v1.7.0/go.mod h1://okPTzCYNXSlb24MZs83e2Do+h+VXtc4gLoIoXIAPc= cloud.google.com/go/bigquery v1.8.0/go.mod h1:J5hqkt3O0uAFnINi6JXValWIb1v0goeZM77hZzJN/fQ= +cloud.google.com/go/compute/metadata v0.3.0 h1:Tz+eQXMEqDIKRsmY3cHTL6FVaynIjX2QxYC4trgAKZc= +cloud.google.com/go/compute/metadata v0.3.0/go.mod h1:zFmK7XCadkQkj6TtorcaGlCW1hT1fIilQDwofLpJ20k= cloud.google.com/go/datastore v1.0.0/go.mod h1:LXYbyblFSglQ5pkeyhO+Qmw7ukd3C+pD7TKLgZqpHYE= cloud.google.com/go/datastore v1.1.0/go.mod h1:umbIZjpQpHh4hmRpGhH4tLFup+FVzqBi1b3c64qFpCk= cloud.google.com/go/firestore v1.1.0/go.mod h1:ulACoGHTpvq5r8rxGJ4ddJZBZqakUQqClKRT5SZwBmk= @@ -46,23 +47,31 @@ github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.3.0/go.mod h1:OQeznEEkTZ9Orh github.com/Azure/azure-sdk-for-go/sdk/internal v1.3.0 h1:sXr+ck84g/ZlZUOZiNELInmMgOsuGwdjjVkEIde0OtY= github.com/Azure/azure-sdk-for-go/sdk/internal v1.3.0/go.mod h1:okt5dMMTOFjX/aovMlrjvvXoPMBVSPzk9185BT0+eZM= github.com/Azure/azure-sdk-for-go/sdk/resourcemanager/storage/armstorage v1.2.0 h1:Ma67P/GGprNwsslzEH6+Kb8nybI8jpDTm4Wmzu2ReK8= +github.com/Azure/azure-sdk-for-go/sdk/resourcemanager/storage/armstorage v1.2.0/go.mod h1:c+Lifp3EDEamAkPVzMooRNOK6CZjNSdEnf1A7jsI9u4= github.com/Azure/azure-sdk-for-go/sdk/storage/azblob v1.1.0 h1:nVocQV40OQne5613EeLayJiRAJuKlBGy+m22qWG+WRg= github.com/Azure/azure-sdk-for-go/sdk/storage/azblob v1.1.0/go.mod h1:7QJP7dr2wznCMeqIrhMgWGf7XpAQnVrJqDm9nvV3Cu4= github.com/AzureAD/microsoft-authentication-library-for-go v1.1.1 h1:WpB/QDNLpMw72xHJc34BNNykqSOeEJDAWkhf0u12/Jk= github.com/AzureAD/microsoft-authentication-library-for-go v1.1.1/go.mod h1:wP83P5OoQ5p6ip3ScPr0BAq0BvuPAvacpEuSzyouqAI= -github.com/BurntSushi/toml v0.3.1 h1:WXkYYl6Yr3qBf1K79EBnL4mak0OimBfB0XUf9Vl28OQ= github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU= +github.com/BurntSushi/toml v1.2.1 h1:9F2/+DoOYIOksmaJFPw1tGFy1eDnIJXg+UHjuD8lTak= +github.com/BurntSushi/toml v1.2.1/go.mod h1:CxXYINrC8qIiEnFrOxCa7Jy5BFHlXnUU2pbicEuybxQ= github.com/BurntSushi/xgb v0.0.0-20160522181843-27f122750802/go.mod h1:IVnqGOEym/WlBOVXweHU+Q+/VP0lqqI8lqeDx9IjBqo= github.com/CloudyKit/fastprinter v0.0.0-20200109182630-33d98a066a53/go.mod h1:+3IMCy2vIlbG1XG/0ggNQv0SvxCAIpPM5b1nCz56Xno= github.com/CloudyKit/jet/v3 v3.0.0/go.mod h1:HKQPgSJmdK8hdoAbKUUWajkHyHo4RaU5rMdUywE7VMo= github.com/Joker/hpp v1.0.0/go.mod h1:8x5n+M1Hp5hC0g8okX3sR3vFQwynaX/UgSOM9MeBKzY= github.com/KyleBanks/depth v1.2.1 h1:5h8fQADFrWtarTdtDudMmGsC7GPbOAu6RVB3ffsVFHc= github.com/KyleBanks/depth v1.2.1/go.mod h1:jzSb9d0L43HxTQfT+oSA1EEp2q+ne2uh6XgeJcm8brE= +github.com/OneOfOne/xxhash v1.2.2/go.mod h1:HSdplMjZKSmBqAxg5vPj2TmRDmfkzw+cTzAElWljhcU= github.com/PuerkitoBio/purell v1.1.1/go.mod h1:c11w/QuzBsJSee3cPx9rAFu61PvFxuPbtSwDGJws/X0= github.com/PuerkitoBio/urlesc v0.0.0-20170810143723-de5bf2ad4578/go.mod h1:uGdkoq3SwY9Y+13GIhn11/XLaGBb4BfwItxLd5jeuXE= github.com/Shopify/goreferrer v0.0.0-20181106222321-ec9c9a553398/go.mod h1:a1uqRtAwp2Xwc6WNPJEufxJ7fx3npB4UV/JOLmbu5I0= github.com/agiledragon/gomonkey/v2 v2.3.1/go.mod h1:ap1AmDzcVOAz1YpeJ3TCzIgstoaWLA6jbbgxfB4w2iY= github.com/ajg/form v1.5.1/go.mod h1:uL1WgH+h2mgNtvBq0339dVnzXdBETtL2LeUXaIv25UY= +github.com/alecthomas/template v0.0.0-20160405071501-a0175ee3bccc/go.mod h1:LOuyumcjzFXgccqObfd/Ljyb9UuFJ6TxHnclSeseNhc= +github.com/alecthomas/template v0.0.0-20190718012654-fb15b899a751/go.mod h1:LOuyumcjzFXgccqObfd/Ljyb9UuFJ6TxHnclSeseNhc= +github.com/alecthomas/units v0.0.0-20151022065526-2efee857e7cf/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0= +github.com/alecthomas/units v0.0.0-20190717042225-c3de453c63f4/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0= +github.com/alecthomas/units v0.0.0-20190924025748-f65c72e2690d/go.mod h1:rBZYJk541a8SKzHPHnH3zbiI+7dagKZ0cgpgrD7Fyho= github.com/alibabacloud-go/debug v0.0.0-20190504072949-9472017b5c68 h1:NqugFkGxx1TXSh/pBcU00Y6bljgDPaFdh5MUSeJ7e50= github.com/alibabacloud-go/debug v0.0.0-20190504072949-9472017b5c68/go.mod h1:6pb/Qy8c+lqua8cFpEy7g39NRRqOWc3rOwAy8m5Y2BY= github.com/alibabacloud-go/tea v1.1.8 h1:vFF0707fqjGiQTxrtMnIXRjOCvQXf49CuDVRtTopmwU= @@ -75,46 +84,78 @@ github.com/armon/consul-api v0.0.0-20180202201655-eb2c6b5be1b6/go.mod h1:grANhF5 github.com/armon/go-metrics v0.0.0-20180917152333-f0300d1749da/go.mod h1:Q73ZrmVTwzkszR9V5SSuryQ31EELlFMUz1kKyl939pY= github.com/armon/go-radix v0.0.0-20180808171621-7fddfc383310/go.mod h1:ufUuZ+zHj4x4TnLV4JWEpy2hxWSpsRywHrMgIH9cCH8= github.com/aymerick/raymond v2.0.3-0.20180322193309-b565731e1464+incompatible/go.mod h1:osfaiScAUVup+UC9Nfq76eWqDhXlp+4UYaA8uhTBO6g= +github.com/beorn7/perks v0.0.0-20180321164747-3a771d992973/go.mod h1:Dwedo/Wpr24TaqPxmxbtue+5NUziq4I4S80YR8gNf3Q= +github.com/beorn7/perks v1.0.0/go.mod h1:KWe93zE9D1o94FZ5RNwFwVgaQK1VOXiVxmqh+CedLV8= +github.com/beorn7/perks v1.0.1 h1:VlbKKnNfV8bJzeqoa4cOKqO6bYr3WgKZxO8Z16+hsOM= +github.com/beorn7/perks v1.0.1/go.mod h1:G2ZrVWU2WbWT9wwq4/hrbKbnv/1ERSJQ0ibhJ6rlkpw= github.com/bgentry/speakeasy v0.1.0/go.mod h1:+zsyZBPWlz7T6j88CTgSN5bM796AkVf0kBD4zp0CCIs= +github.com/bketelsen/crypt v0.0.3-0.20200106085610-5cbc8cc4026c/go.mod h1:MKsuJmJgSg28kpZDP6UIiPt0e0Oz0kqKNGyRaWEPv84= github.com/bketelsen/crypt v0.0.4/go.mod h1:aI6NrJ0pMGgvZKL1iVgXLnfIFJtfV+bKCoqOes/6LfM= github.com/blang/semver/v4 v4.0.0 h1:1PFHFE6yCCTv8C1TeyNNarDzntLi7wMI5i/pzqYIsAM= github.com/blang/semver/v4 v4.0.0/go.mod h1:IbckMUScFkM3pff0VJDNKRiT6TG/YpiHIM2yvyW5YoQ= +github.com/cenkalti/backoff/v4 v4.1.1/go.mod h1:scbssz8iZGpm3xbr14ovlUdkxfGXNInqkPWOWmG2CLw= +github.com/cenkalti/backoff/v4 v4.2.1 h1:y4OZtCnogmCPw98Zjyt5a6+QwPLGkiQsYW5oUqylYbM= +github.com/cenkalti/backoff/v4 v4.2.1/go.mod h1:Y3VNntkOUPxTVeUxJ/G5vcM//AlwfmyYozVcomhLiZE= github.com/census-instrumentation/opencensus-proto v0.2.1/go.mod h1:f6KPmirojxKA12rnyqOA5BBL4O983OfeGPqjHWSTneU= 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v0.0.0-20170121215854-22fa46961aab/go.mod h1:/P9AEU963A2AYjv4d1V5eVL1CQbEJq6aCNHDDjibzu8= +github.com/go-ole/go-ole v1.2.6 h1:/Fpf6oFPoeFik9ty7siob0G6Ke8QvQEuVcuChpwXzpY= +github.com/go-ole/go-ole v1.2.6/go.mod h1:pprOEPIfldk/42T2oK7lQ4v4JSDwmV0As9GaiUsvbm0= github.com/go-openapi/jsonpointer v0.19.3/go.mod h1:Pl9vOtqEWErmShwVjC8pYs9cog34VGT37dQOVbmoatg= github.com/go-openapi/jsonpointer v0.19.5/go.mod h1:Pl9vOtqEWErmShwVjC8pYs9cog34VGT37dQOVbmoatg= github.com/go-openapi/jsonpointer v0.19.6/go.mod h1:osyAmYz/mB/C3I+WsTTSgw1ONzaLJoLCyoi6/zppojs= @@ -187,22 +246,31 @@ github.com/gobwas/pool v0.2.0/go.mod h1:q8bcK0KcYlCgd9e7WYLm9LpyS+YeLd8JVDW6Wezm github.com/gobwas/ws v1.0.2/go.mod h1:szmBTxLgaFppYjEmNtny/v3w89xOydFnnZMcgRRu/EM= github.com/goccy/go-json v0.9.7 h1:IcB+Aqpx/iMHu5Yooh7jEzJk1JZ7Pjtmys2ukPr7EeM= github.com/goccy/go-json v0.9.7/go.mod h1:6MelG93GURQebXPDq3khkgXZkazVtN9CRI+MGFi0w8I= +github.com/godbus/dbus/v5 v5.0.4 h1:9349emZab16e7zQvpmsbtjc18ykshndd8y2PG3sgJbA= 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h1:MTjgFu6ZLKvY6Pvaqk97GlxNBuMpV4Hy/3P6tRGlI2U= go.uber.org/zap v1.17.0/go.mod h1:MXVU+bhUf/A7Xi2HNOnopQOrmycQ5Ih87HtOu4q5SSo= +go.uber.org/zap v1.27.0 h1:aJMhYGrd5QSmlpLMr2MftRKl7t8J8PTZPA732ud/XR8= +go.uber.org/zap v1.27.0/go.mod h1:GB2qFLM7cTU87MWRP2mPIjqfIDnGu+VIO4V/SdhGo2E= +golang.org/x/crypto v0.0.0-20180904163835-0709b304e793/go.mod h1:6SG95UA2DQfeDnfUPMdvaQW0Q7yPrPDi9nlGo2tz2b4= golang.org/x/crypto v0.0.0-20181029021203-45a5f77698d3/go.mod h1:6SG95UA2DQfeDnfUPMdvaQW0Q7yPrPDi9nlGo2tz2b4= golang.org/x/crypto v0.0.0-20181203042331-505ab145d0a9/go.mod h1:6SG95UA2DQfeDnfUPMdvaQW0Q7yPrPDi9nlGo2tz2b4= golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w= @@ -584,8 +804,9 @@ golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPh golang.org/x/crypto v0.0.0-20210322153248-0c34fe9e7dc2/go.mod h1:T9bdIzuCu7OtxOm1hfPfRQxPLYneinmdGuTeoZ9dtd4= golang.org/x/crypto v0.0.0-20210711020723-a769d52b0f97/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc= golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc= -golang.org/x/crypto v0.14.0 h1:wBqGXzWJW6m1XrIKlAH0Hs1JJ7+9KBwnIO8v66Q9cHc= -golang.org/x/crypto v0.14.0/go.mod h1:MVFd36DqK4CsrnJYDkBA3VC4m2GkXAM0PvzMCn4JQf4= +golang.org/x/crypto v0.0.0-20220411220226-7b82a4e95df4/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4= +golang.org/x/crypto v0.25.0 h1:ypSNr+bnYL2YhwoMt2zPxHFmbAN1KZs/njMG3hxUp30= +golang.org/x/crypto v0.25.0/go.mod h1:T+wALwcMOSE0kXgUAnPAHqTLW+XHgcELELW8VaDgm/M= golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA= golang.org/x/exp v0.0.0-20190306152737-a1d7652674e8/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA= golang.org/x/exp v0.0.0-20190510132918-efd6b22b2522/go.mod h1:ZjyILWgesfNpC6sMxTJOJm9Kp84zZh5NQWvqDGG3Qr8= @@ -596,8 +817,8 @@ golang.org/x/exp v0.0.0-20191227195350-da58074b4299/go.mod h1:2RIsYlXP63K8oxa1u0 golang.org/x/exp v0.0.0-20200119233911-0405dc783f0a/go.mod h1:2RIsYlXP63K8oxa1u096TMicItID8zy7Y6sNkU49FU4= golang.org/x/exp v0.0.0-20200207192155-f17229e696bd/go.mod h1:J/WKrq2StrnmMY6+EHIKF9dgMWnmCNThgcyBT1FY9mM= golang.org/x/exp v0.0.0-20200224162631-6cc2880d07d6/go.mod h1:3jZMyOhIsHpP37uCMkUooju7aAi5cS1Q23tOzKc+0MU= -golang.org/x/exp v0.0.0-20220303212507-bbda1eaf7a17 h1:3MTrJm4PyNL9NBqvYDSj3DHl46qQakyfqfWo4jgfaEM= -golang.org/x/exp v0.0.0-20220303212507-bbda1eaf7a17/go.mod h1:lgLbSvA5ygNOMpwM/9anMpWVlVJ7Z+cHWq/eFuinpGE= +golang.org/x/exp v0.0.0-20230224173230-c95f2b4c22f2 h1:Jvc7gsqn21cJHCmAWx0LiimpP18LZmUxkT5Mp7EZ1mI= +golang.org/x/exp v0.0.0-20230224173230-c95f2b4c22f2/go.mod h1:CxIveKay+FTh1D0yPZemJVgC/95VzuuOLq5Qi4xnoYc= golang.org/x/image v0.0.0-20190227222117-0694c2d4d067/go.mod h1:kZ7UVZpmo3dzQBMxlp+ypCbDeSB+sBbTgSJuh5dn5js= golang.org/x/image v0.0.0-20190802002840-cff245a6509b/go.mod h1:FeLwcggjj3mMvU+oOTbSwawSJRM1uh48EjtB4UJZlP0= golang.org/x/lint v0.0.0-20181026193005-c67002cb31c3/go.mod h1:UVdnD1Gm6xHRNCYTkRU2/jEulfH38KcIWyp/GAMgvoE= @@ -624,11 +845,13 @@ golang.org/x/mod v0.4.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= golang.org/x/mod v0.4.1/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= golang.org/x/mod v0.4.2/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4/go.mod h1:jJ57K6gSWd91VN4djpZkiMVwK6gcyfeH4XE8wZrZaV4= -golang.org/x/mod v0.12.0 h1:rmsUpXtvNzj340zd98LZ4KntptpfRHwpFOHG188oHXc= +golang.org/x/mod v0.17.0 h1:zY54UmvipHiNd+pm+m0x9KhZ9hl1/7QNMyxXbc6ICqA= +golang.org/x/mod v0.17.0/go.mod h1:hTbmBsO62+eylJbnUtE2MGJUyE7QWk4xUqPFrRgJ+7c= golang.org/x/net v0.0.0-20180724234803-3673e40ba225/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= golang.org/x/net v0.0.0-20180826012351-8a410e7b638d/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= golang.org/x/net v0.0.0-20180906233101-161cd47e91fd/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= golang.org/x/net v0.0.0-20181023162649-9b4f9f5ad519/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= +golang.org/x/net v0.0.0-20181114220301-adae6a3d119a/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= golang.org/x/net v0.0.0-20181201002055-351d144fa1fc/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= golang.org/x/net v0.0.0-20181220203305-927f97764cc3/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= golang.org/x/net v0.0.0-20190108225652-1e06a53dbb7e/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= @@ -639,6 +862,7 @@ golang.org/x/net v0.0.0-20190404232315-eb5bcb51f2a3/go.mod h1:t9HGtf8HONx5eT2rtn golang.org/x/net v0.0.0-20190501004415-9ce7a6920f09/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg= golang.org/x/net v0.0.0-20190503192946-f4e77d36d62c/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg= golang.org/x/net v0.0.0-20190603091049-60506f45cf65/go.mod h1:HSz+uSET+XFnRR8LxR5pz3Of3rY3CfYBVs4xY44aLks= +golang.org/x/net v0.0.0-20190613194153-d28f0bde5980/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= golang.org/x/net v0.0.0-20190620200207-3b0461eec859/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= golang.org/x/net v0.0.0-20190628185345-da137c7871d7/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= golang.org/x/net v0.0.0-20190724013045-ca1201d0de80/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= @@ -660,6 +884,7 @@ golang.org/x/net v0.0.0-20200822124328-c89045814202/go.mod h1:/O7V0waA8r7cgGh81R golang.org/x/net v0.0.0-20201021035429-f5854403a974/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU= golang.org/x/net v0.0.0-20201031054903-ff519b6c9102/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU= golang.org/x/net v0.0.0-20201110031124-69a78807bb2b/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU= +golang.org/x/net v0.0.0-20201202161906-c7110b5ffcbb/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU= golang.org/x/net v0.0.0-20201209123823-ac852fbbde11/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg= golang.org/x/net v0.0.0-20210119194325-5f4716e94777/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg= golang.org/x/net v0.0.0-20210226172049-e18ecbb05110/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg= @@ -668,12 +893,13 @@ golang.org/x/net v0.0.0-20210405180319-a5a99cb37ef4/go.mod h1:p54w0d4576C0XHj96b golang.org/x/net v0.0.0-20210421230115-4e50805a0758/go.mod h1:72T/g9IO56b78aLF+1Kcs5dz7/ng1VjMUvfKvpfy+jM= golang.org/x/net v0.0.0-20210805182204-aaa1db679c0d/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y= golang.org/x/net v0.0.0-20211008194852-3b03d305991f/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y= +golang.org/x/net v0.0.0-20211112202133-69e39bad7dc2/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y= golang.org/x/net v0.0.0-20220425223048-2871e0cb64e4/go.mod h1:CfG3xpIq0wQ8r1q4Su4UZFWDARRcnwPjda9FqA0JpMk= golang.org/x/net v0.0.0-20220722155237-a158d28d115b/go.mod h1:XRhObCWvk6IyKnWLug+ECip1KBveYUHfp+8e9klMJ9c= golang.org/x/net v0.2.0/go.mod h1:KqCZLdyyvdV855qA2rE3GC2aiw5xGR5TEjj8smXukLY= golang.org/x/net v0.7.0/go.mod h1:2Tu9+aMcznHK/AK1HMvgo6xiTLG5rD5rZLDS+rp2Bjs= -golang.org/x/net v0.17.0 h1:pVaXccu2ozPjCXewfr1S7xza/zcXTity9cCdXQYSjIM= -golang.org/x/net v0.17.0/go.mod h1:NxSsAGuq816PNPmqtQdLE42eU2Fs7NoRIZrHJAlaCOE= +golang.org/x/net v0.27.0 h1:5K3Njcw06/l2y9vpGCSdcxWOYHOUk3dVNGDXN+FvAys= +golang.org/x/net v0.27.0/go.mod h1:dDi0PyhWNoiUOrAS8uXv/vnScO4wnHQO4mj9fn/RytE= golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U= golang.org/x/oauth2 v0.0.0-20190226205417-e64efc72b421/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= golang.org/x/oauth2 v0.0.0-20190604053449-0f29369cfe45/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= @@ -685,8 +911,9 @@ golang.org/x/oauth2 v0.0.0-20201208152858-08078c50e5b5/go.mod h1:KelEdhl1UZF7XfJ golang.org/x/oauth2 v0.0.0-20210218202405-ba52d332ba99/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A= golang.org/x/oauth2 v0.0.0-20210220000619-9bb904979d93/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A= golang.org/x/oauth2 v0.0.0-20210313182246-cd4f82c27b84/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A= -golang.org/x/oauth2 v0.0.0-20210402161424-2e8d93401602 h1:0Ja1LBD+yisY6RWM/BH7TJVXWsSjs2VwBSmvSX4HdBc= golang.org/x/oauth2 v0.0.0-20210402161424-2e8d93401602/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A= +golang.org/x/oauth2 v0.20.0 h1:4mQdhULixXKP1rwYBW0vAijoXnkTG0BLCDRzfe1idMo= +golang.org/x/oauth2 v0.20.0/go.mod h1:XYTD2NtWslqkgxebSiOHnXEap4TF09sJSc7H1sXbhtI= golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20181108010431-42b317875d0f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20181221193216-37e7f081c4d4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= @@ -699,12 +926,16 @@ golang.org/x/sync v0.0.0-20201020160332-67f06af15bc9/go.mod h1:RxMgew5VJxzue5/jJ golang.org/x/sync v0.0.0-20201207232520-09787c993a3a/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20210220032951-036812b2e83c/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= +golang.org/x/sync v0.1.0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.8.0 h1:3NFvSEYkUoMifnESzZl15y791HH1qU2xm6eCJU5ZPXQ= golang.org/x/sync v0.8.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk= golang.org/x/sys v0.0.0-20180823144017-11551d06cbcc/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY= golang.org/x/sys v0.0.0-20180830151530-49385e6e1522/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY= +golang.org/x/sys v0.0.0-20180905080454-ebe1bf3edb33/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY= golang.org/x/sys v0.0.0-20180909124046-d0be0721c37e/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY= golang.org/x/sys v0.0.0-20181026203630-95b1ffbd15a5/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY= +golang.org/x/sys v0.0.0-20181107165924-66b7b1311ac8/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY= +golang.org/x/sys v0.0.0-20181116152217-5ac8a444bdc5/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY= golang.org/x/sys v0.0.0-20181205085412-a5c9d58dba9a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY= golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY= golang.org/x/sys v0.0.0-20190222072716-a9d3bda3a223/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY= @@ -718,10 +949,13 @@ golang.org/x/sys v0.0.0-20190624142023-c5567b49c5d0/go.mod h1:h1NjWce9XRLGQEsW7w golang.org/x/sys v0.0.0-20190626221950-04f50cda93cb/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20190726091711-fc99dfbffb4e/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20190813064441-fde4db37ae7a/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20190916202348-b4ddaad3f8a3/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20191001151750-bb3f8db39f24/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20191005200804-aed5e4c7ecf9/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20191026070338-33540a1f6037/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20191204072324-ce4227a45e2e/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20191228213918-04cbcbbfeed8/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20200106162015-b016eb3dc98e/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20200113162924-86b910548bc1/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20200116001909-b77594299b42/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20200122134326-e047566fdf82/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= @@ -735,13 +969,18 @@ golang.org/x/sys v0.0.0-20200501052902-10377860bb8e/go.mod h1:h1NjWce9XRLGQEsW7w golang.org/x/sys v0.0.0-20200511232937-7e40ca221e25/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20200515095857-1151b9dac4a9/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20200523222454-059865788121/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20200615200032-f1bc736245b1/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20200625212154-ddb9806d33ae/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20200803210538-64077c9b5642/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20200905004654-be1d3432aa8f/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20200923182605-d9f96fdee20d/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20200930185726-fdedc70b468f/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20201119102817-f84b799fce68/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20201201145000-ef89a241ccb3/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20201204225414-ed752295db88/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20210104204734-6f8348627aad/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20210119212857-b64e53b001e4/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20210124154548-22da62e12c0c/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20210220050731-9a76102bfb43/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20210305230114-8fe3ee5dd75b/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20210315160823-c6e025ad8005/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= @@ -750,7 +989,9 @@ golang.org/x/sys v0.0.0-20210330210617-4fbd30eecc44/go.mod h1:h1NjWce9XRLGQEsW7w golang.org/x/sys v0.0.0-20210403161142-5e06dd20ab57/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20210420072515-93ed5bcd2bfe/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20210423082822-04245dca01da/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20210423185535-09eb48e85fd7/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20210510120138-977fb7262007/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= +golang.org/x/sys v0.0.0-20210603081109-ebe580a85c40/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20210615035016-665e8c7367d1/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20210616045830-e2b7044e8c71/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20210630005230-0f9fa26af87c/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= @@ -759,14 +1000,16 @@ golang.org/x/sys v0.0.0-20210809222454-d867a43fc93e/go.mod h1:oPkhp1MJrh7nUepCBc golang.org/x/sys v0.0.0-20210927094055-39ccf1dd6fa6/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20211007075335-d3039528d8ac/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20211216021012-1d35b9e2eb4e/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= +golang.org/x/sys v0.0.0-20220128215802-99c3d69c2c27/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20220209214540-3681064d5158/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20220520151302-bc2c85ada10a/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20220715151400-c0bba94af5f8/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20220722155257-8c9f86f7a55f/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.2.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.5.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= -golang.org/x/sys v0.13.0 h1:Af8nKPmuFypiUBjVoU9V20FiaFXOcuZI21p0ycVYYGE= -golang.org/x/sys v0.13.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= +golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= +golang.org/x/sys v0.22.0 h1:RI27ohtqKCnwULzJLqkv897zojh5/DwS/ENaMzUOaWI= +golang.org/x/sys v0.22.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA= golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo= golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8= golang.org/x/term v0.2.0/go.mod h1:TVmDHMZPmdnySmBfhjOoOdhjzdE1h4u1VwSiw2l1Nuc= @@ -782,14 +1025,18 @@ golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ= golang.org/x/text v0.3.7/go.mod h1:u+2+/6zg+i71rQMx5EYifcz6MCKuco9NR6JIITiCfzQ= golang.org/x/text v0.4.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8= golang.org/x/text v0.7.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8= -golang.org/x/text v0.13.0 h1:ablQoSUd0tRdKxZewP80B+BaqeKJuVhuRxj/dkrun3k= -golang.org/x/text v0.13.0/go.mod h1:TvPlkZtksWOMsz7fbANvkp4WM8x/WCo/om8BMLbz+aE= +golang.org/x/text v0.16.0 h1:a94ExnEXNtEwYLGJSIUxnWoxoRz/ZcCsV63ROupILh4= +golang.org/x/text v0.16.0/go.mod h1:GhwF1Be+LQoKShO3cGOHzqOgRrGaYc9AvblQOmPVHnI= golang.org/x/time v0.0.0-20181108054448-85acf8d2951c/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ= golang.org/x/time v0.0.0-20190308202827-9d24e82272b4/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ= golang.org/x/time v0.0.0-20191024005414-555d28b269f0/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ= -golang.org/x/time v0.0.0-20201208040808-7e3f01d25324 h1:Hir2P/De0WpUhtrKGGjvSb2YxUgyZ7EFOSLIcSSpiwE= golang.org/x/time v0.0.0-20201208040808-7e3f01d25324/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ= +golang.org/x/time v0.0.0-20210220033141-f8bda1e9f3ba/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ= +golang.org/x/time v0.5.0 h1:o7cqy6amK/52YcAKIPlM3a+Fpj35zvRj2TP+e1xFSfk= +golang.org/x/time v0.5.0/go.mod h1:3BpzKBy/shNhVucY/MWOyx10tF3SFh9QdLuxbVysPQM= +golang.org/x/tools v0.0.0-20180221164845-07fd8470d635/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ= golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ= +golang.org/x/tools v0.0.0-20181030221726-6c7e314b6563/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ= golang.org/x/tools v0.0.0-20181221001348-537d06c36207/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ= golang.org/x/tools v0.0.0-20190114222345-bf090417da8b/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ= golang.org/x/tools v0.0.0-20190226205152-f727befe758c/go.mod h1:9Yl7xja0Znq3iFh3HoIrodX9oNMXvdceNzlUR8zjMvY= @@ -845,12 +1092,11 @@ golang.org/x/tools v0.1.2/go.mod h1:o0xws9oXOQQZyjljx8fwUC0k7L1pTE6eaCbjGeHmOkk= golang.org/x/tools v0.1.3/go.mod h1:o0xws9oXOQQZyjljx8fwUC0k7L1pTE6eaCbjGeHmOkk= golang.org/x/tools v0.1.7/go.mod h1:LGqMHiF4EqQNHR1JncWGqT5BVaXmza+X+BDGol+dOxo= golang.org/x/tools v0.1.12/go.mod h1:hNGJHUnrk76NpqgfD5Aqm5Crs+Hm0VOH/i9J2+nxYbc= -golang.org/x/tools v0.11.0 h1:EMCa6U9S2LtZXLAMoWiR/R8dAQFRqbAitmbJ2UKhoi8= -golang.org/x/tools v0.11.0/go.mod h1:anzJrxPjNtfgiYQYirP2CPGzGLxrH2u2QBhn6Bf3qY8= +golang.org/x/tools v0.21.1-0.20240508182429-e35e4ccd0d2d h1:vU5i/LfpvrRCpgM/VPfJLg5KjxD3E+hfT1SH+d9zLwg= +golang.org/x/tools v0.21.1-0.20240508182429-e35e4ccd0d2d/go.mod h1:aiJjzUbINMkxbQROHiO6hDPo2LHcIPhhQsa9DLh0yGk= golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0= golang.org/x/xerrors v0.0.0-20191011141410-1b5146add898/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0= golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0= -golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1 h1:go1bK/D/BFZV2I8cIQd1NKEZ+0owSTG1fDTci4IqFcE= golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0= google.golang.org/api v0.4.0/go.mod h1:8k5glujaEP+g9n7WNsDg8QP6cUVNI86fCNMcbazEtwE= google.golang.org/api v0.7.0/go.mod h1:WtwebWUNSVBH/HAw79HIFXZNqEvBhG+Ra+ax0hx3E3M= @@ -880,7 +1126,6 @@ google.golang.org/appengine v1.5.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7 google.golang.org/appengine v1.6.1/go.mod h1:i06prIuMbXzDqacNJfV5OdTW448YApPu5ww/cMBSeb0= google.golang.org/appengine v1.6.5/go.mod h1:8WjMMxjGQR8xUklV/ARdw2HLXBOI7O7uCIDZVag1xfc= google.golang.org/appengine v1.6.6/go.mod h1:8WjMMxjGQR8xUklV/ARdw2HLXBOI7O7uCIDZVag1xfc= -google.golang.org/appengine v1.6.7 h1:FZR1q0exgwxzPzp/aF+VccGrSfxfPpkBqjIIEq3ru6c= google.golang.org/appengine v1.6.7/go.mod h1:8WjMMxjGQR8xUklV/ARdw2HLXBOI7O7uCIDZVag1xfc= google.golang.org/genproto v0.0.0-20180518175338-11a468237815/go.mod h1:JiN7NxoALGmiZfu7CAH4rXhgtRTLTxftemlI0sWmxmc= google.golang.org/genproto v0.0.0-20180817151627-c66870c02cf8/go.mod h1:JiN7NxoALGmiZfu7CAH4rXhgtRTLTxftemlI0sWmxmc= @@ -926,8 +1171,12 @@ google.golang.org/genproto v0.0.0-20210319143718-93e7006c17a6/go.mod h1:FWY/as6D google.golang.org/genproto v0.0.0-20210402141018-6c239bbf2bb1/go.mod h1:9lPAdzaEmUacj36I+k7YKbEc5CXzPIeORRgDAUOu28A= google.golang.org/genproto v0.0.0-20210602131652-f16073e35f0c/go.mod h1:UODoCrxHCcBojKKwX1terBiRUaqAsFqJiF615XL43r0= google.golang.org/genproto v0.0.0-20210624195500-8bfb893ecb84/go.mod h1:SzzZ/N+nwJDaO1kznhnlzqS8ocJICar6hYhVyhi++24= -google.golang.org/genproto v0.0.0-20220503193339-ba3ae3f07e29 h1:DJUvgAPiJWeMBiT+RzBVcJGQN7bAEWS5UEoMshES9xs= -google.golang.org/genproto v0.0.0-20220503193339-ba3ae3f07e29/go.mod h1:RAyBrSAP7Fh3Nc84ghnVLDPuV51xc9agzmm4Ph6i0Q4= +google.golang.org/genproto v0.0.0-20231106174013-bbf56f31fb17 h1:wpZ8pe2x1Q3f2KyT5f8oP/fa9rHAKgFPr/HZdNuS+PQ= +google.golang.org/genproto v0.0.0-20231106174013-bbf56f31fb17/go.mod h1:J7XzRzVy1+IPwWHZUzoD0IccYZIrXILAQpc+Qy9CMhY= +google.golang.org/genproto/googleapis/api v0.0.0-20240528184218-531527333157 h1:7whR9kGa5LUwFtpLm2ArCEejtnxlGeLbAyjFY8sGNFw= +google.golang.org/genproto/googleapis/api v0.0.0-20240528184218-531527333157/go.mod h1:99sLkeliLXfdj2J75X3Ho+rrVCaJze0uwN7zDDkjPVU= +google.golang.org/genproto/googleapis/rpc v0.0.0-20240730163845-b1a4ccb954bf h1:liao9UHurZLtiEwBgT9LMOnKYsHze6eA6w1KQCMVN2Q= +google.golang.org/genproto/googleapis/rpc v0.0.0-20240730163845-b1a4ccb954bf/go.mod h1:Ue6ibwXGpU+dqIcODieyLOcgj7z8+IcskoNIgZxtrFY= google.golang.org/grpc v1.12.0/go.mod h1:yo6s7OP7yaDglbqo1J04qKzAhqBH6lvTonzMVmEdcZw= google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c= google.golang.org/grpc v1.20.1/go.mod h1:10oTOabMzJvdu6/UiuZezV6QK5dSlG84ov/aaiqXj38= @@ -948,11 +1197,14 @@ google.golang.org/grpc v1.34.0/go.mod h1:WotjhfgOW/POjDeRt8vscBtXq+2VjORFy659qA5 google.golang.org/grpc v1.35.0/go.mod h1:qjiiYl8FncCW8feJPdyg3v6XW24KsRHe+dy9BAGRRjU= google.golang.org/grpc v1.36.0/go.mod h1:qjiiYl8FncCW8feJPdyg3v6XW24KsRHe+dy9BAGRRjU= google.golang.org/grpc v1.36.1/go.mod h1:qjiiYl8FncCW8feJPdyg3v6XW24KsRHe+dy9BAGRRjU= +google.golang.org/grpc v1.37.1/go.mod h1:NREThFqKR1f3iQ6oBuvc5LadQuXVGo9rkm5ZGrQdJfM= google.golang.org/grpc v1.38.0/go.mod h1:NREThFqKR1f3iQ6oBuvc5LadQuXVGo9rkm5ZGrQdJfM= -google.golang.org/grpc v1.46.0/go.mod h1:vN9eftEi1UMyUsIF80+uQXhHjbXYbm0uXoFCACuMGWk= -google.golang.org/grpc v1.48.0 h1:rQOsyJ/8+ufEDJd/Gdsz7HG220Mh9HAhFHRGnIjda0w= -google.golang.org/grpc v1.48.0/go.mod h1:vN9eftEi1UMyUsIF80+uQXhHjbXYbm0uXoFCACuMGWk= +google.golang.org/grpc v1.40.0/go.mod h1:ogyxbiOoUXAkP+4+xa6PZSE9DZgIHtSpzjDTB9KAK34= +google.golang.org/grpc v1.41.0/go.mod h1:U3l9uK9J0sini8mHphKoXyaqDA/8VyGnDee1zzIUK6k= +google.golang.org/grpc v1.65.0 h1:bs/cUb4lp1G5iImFFd3u5ixQzweKizoZJAwBNLR42lc= +google.golang.org/grpc v1.65.0/go.mod h1:WgYC2ypjlB0EiQi6wdKixMqukr6lBc0Vo+oOgjrM5ZQ= google.golang.org/grpc/examples v0.0.0-20220617181431-3e7b97febc7f h1:rqzndB2lIQGivcXdTuY3Y9NBvr70X+y77woofSRluec= +google.golang.org/grpc/examples v0.0.0-20220617181431-3e7b97febc7f/go.mod h1:gxndsbNG1n4TZcHGgsYEfVGnTxqfEdfiDv6/DADXX9o= google.golang.org/protobuf v0.0.0-20200109180630-ec00e32a8dfd/go.mod h1:DFci5gLYBciE7Vtevhsrf46CRTquxDuWsQurQQe4oz8= google.golang.org/protobuf v0.0.0-20200221191635-4d8936d0db64/go.mod h1:kwYJMbMJ01Woi6D6+Kah6886xMZcty6N08ah7+eCXa0= google.golang.org/protobuf v0.0.0-20200228230310-ab0ca4ff8a60/go.mod h1:cfTl7dwQJ+fmap5saPgwCLgHXTUD7jkjRqWcaiX5VyM= @@ -967,8 +1219,9 @@ google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp0 google.golang.org/protobuf v1.26.0/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc= google.golang.org/protobuf v1.27.1/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc= google.golang.org/protobuf v1.28.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I= -google.golang.org/protobuf v1.33.0 h1:uNO2rsAINq/JlFpSdYEKIZ0uKD/R9cpdv0T+yoGwGmI= -google.golang.org/protobuf v1.33.0/go.mod h1:c6P6GXX6sHbq/GpV6MGZEdwhWPcYBgnhAHhKbcUYpos= +google.golang.org/protobuf v1.34.2 h1:6xV6lTsCfpGD21XK49h7MhtcApnLqkfYgPcdHftf6hg= +google.golang.org/protobuf v1.34.2/go.mod h1:qYOHts0dSfpeUzUFpOMr/WGzszTmLH+DiWniOlNbLDw= +gopkg.in/alecthomas/kingpin.v2 v2.2.6/go.mod h1:FMv+mEhP44yOT+4EoQTLFTRgOQ1FBLkstjWtayDeSgw= gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0= gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0= gopkg.in/check.v1 v1.0.0-20190902080502-41f04d3bba15/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0= @@ -979,6 +1232,9 @@ gopkg.in/errgo.v2 v2.1.0/go.mod h1:hNsd1EY+bozCKY1Ytp96fpM3vjJbqLJn88ws8XvfDNI= gopkg.in/fsnotify.v1 v1.4.7/go.mod h1:Tz8NjZHkW78fSQdbUxIjBTcgA1z1m8ZHf0WmKUhAMys= gopkg.in/go-playground/assert.v1 v1.2.1/go.mod h1:9RXL0bg/zibRAgZUYszZSwO/z8Y/a8bDuhia5mkpMnE= gopkg.in/go-playground/validator.v8 v8.18.2/go.mod h1:RX2a/7Ha8BgOhfk7j780h4/u/RRjR0eouCJSH80/M2Y= +gopkg.in/inf.v0 v0.9.1 h1:73M5CoZyi3ZLMOyDlQh031Cx6N9NDJ2Vvfl76EDAgDc= +gopkg.in/inf.v0 v0.9.1/go.mod h1:cWUDdTG/fYaXco+Dcufb5Vnc6Gp2YChqWtbxRZE0mXw= +gopkg.in/ini.v1 v1.51.0/go.mod h1:pNLf8WUiyNEtQjuu5G5vTm06TEv9tsIgeAvK8hOrP4k= gopkg.in/ini.v1 v1.51.1/go.mod h1:pNLf8WUiyNEtQjuu5G5vTm06TEv9tsIgeAvK8hOrP4k= gopkg.in/ini.v1 v1.56.0/go.mod h1:pNLf8WUiyNEtQjuu5G5vTm06TEv9tsIgeAvK8hOrP4k= gopkg.in/ini.v1 v1.62.0/go.mod h1:pNLf8WUiyNEtQjuu5G5vTm06TEv9tsIgeAvK8hOrP4k= @@ -987,11 +1243,16 @@ gopkg.in/ini.v1 v1.67.0/go.mod h1:pNLf8WUiyNEtQjuu5G5vTm06TEv9tsIgeAvK8hOrP4k= gopkg.in/mgo.v2 v2.0.0-20180705113604-9856a29383ce/go.mod h1:yeKp02qBN3iKW1OzL3MGk2IdtZzaj7SFntXj72NppTA= gopkg.in/natefinch/lumberjack.v2 v2.0.0 h1:1Lc07Kr7qY4U2YPouBjpCLxpiyxIVoxqXgkXLknAOE8= gopkg.in/natefinch/lumberjack.v2 v2.0.0/go.mod h1:l0ndWWf7gzL7RNwBG7wST/UCcT4T24xpD6X8LsfU/+k= +gopkg.in/resty.v1 v1.12.0/go.mod h1:mDo4pnntr5jdWRML875a/NmxYqAlA73dVijT2AXvQQo= gopkg.in/tomb.v1 v1.0.0-20141024135613-dd632973f1e7/go.mod h1:dt/ZhP58zS4L8KSrWDmTeBkI65Dw0HsyUHuEVlX15mw= +gopkg.in/yaml.v2 v2.0.0-20170812160011-eb3733d160e7/go.mod 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