diff --git a/core/backup_impl_create_backup.go b/core/backup_impl_create_backup.go index 6a683a72..6a5d854d 100644 --- a/core/backup_impl_create_backup.go +++ b/core/backup_impl_create_backup.go @@ -13,6 +13,7 @@ import ( "strings" "time" + "github.com/golang/protobuf/proto" jsoniter "github.com/json-iterator/go" "github.com/milvus-io/milvus-sdk-go/v2/entity" "github.com/samber/lo" @@ -236,7 +237,7 @@ func (b *BackupContext) backupCollectionPrepare(ctx context.Context, backupInfo } fields := make([]*backuppb.FieldSchema, 0) for _, field := range completeCollection.Schema.Fields { - fields = append(fields, &backuppb.FieldSchema{ + fieldBak := &backuppb.FieldSchema{ FieldID: field.ID, Name: field.Name, IsPrimaryKey: field.PrimaryKey, @@ -247,8 +248,18 @@ func (b *BackupContext) backupCollectionPrepare(ctx context.Context, backupInfo IndexParams: utils.MapToKVPair(field.IndexParams), IsDynamic: field.IsDynamic, IsPartitionKey: field.IsPartitionKey, + Nullable: field.Nullable, ElementType: backuppb.DataType(field.ElementType), - }) + } + defaultValue := field.DefaultValue + if defaultValue != nil { + bytes, err := proto.Marshal(field.DefaultValue) + if err != nil { + return err + } + fieldBak.DefaultValueProto = string(bytes) + } + fields = append(fields, fieldBak) } schema := &backuppb.CollectionSchema{ Name: completeCollection.Schema.CollectionName, diff --git a/core/backup_impl_restore_backup.go b/core/backup_impl_restore_backup.go index a3355485..50bfc311 100644 --- a/core/backup_impl_restore_backup.go +++ b/core/backup_impl_restore_backup.go @@ -8,7 +8,9 @@ import ( "time" "github.com/cockroachdb/errors" + "github.com/golang/protobuf/proto" jsoniter "github.com/json-iterator/go" + "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" "github.com/samber/lo" @@ -420,7 +422,7 @@ func (b *BackupContext) executeRestoreCollectionTask(ctx context.Context, backup fields := make([]*entity.Field, 0) hasPartitionKey := false for _, field := range task.GetCollBackup().GetSchema().GetFields() { - fields = append(fields, &entity.Field{ + fieldRestore := &entity.Field{ ID: field.GetFieldID(), Name: field.GetName(), PrimaryKey: field.GetIsPrimaryKey(), @@ -431,8 +433,19 @@ func (b *BackupContext) executeRestoreCollectionTask(ctx context.Context, backup IndexParams: utils.KvPairsMap(field.GetIndexParams()), IsDynamic: field.GetIsDynamic(), IsPartitionKey: field.GetIsPartitionKey(), + Nullable: field.GetNullable(), ElementType: entity.FieldType(field.GetElementType()), - }) + } + if field.DefaultValueProto != "" { + defaultValue := &schemapb.ValueField{} + err := proto.Unmarshal([]byte(field.DefaultValueProto), defaultValue) + if err != nil { + return nil, err + } + fieldRestore.DefaultValue = defaultValue + } + + fields = append(fields, fieldRestore) if field.GetIsPartitionKey() { hasPartitionKey = true } diff --git a/core/proto/backup.proto b/core/proto/backup.proto index 1985da0e..498c2734 100644 --- a/core/proto/backup.proto +++ b/core/proto/backup.proto @@ -451,6 +451,8 @@ message FieldSchema { ValueField default_value = 11; // default_value only support scalars except array and json for now bool is_dynamic = 12; // mark whether this field is the dynamic field bool is_partition_key = 13; // enable logic partitions + bool nullable = 14; + string default_value_proto = 15; // json not support marshall oneof, so use proto string } /** diff --git a/core/proto/backuppb/backup.pb.go b/core/proto/backuppb/backup.pb.go index f8772723..fff0429b 100644 --- a/core/proto/backuppb/backup.pb.go +++ b/core/proto/backuppb/backup.pb.go @@ -2546,6 +2546,8 @@ type FieldSchema struct { DefaultValue *ValueField `protobuf:"bytes,11,opt,name=default_value,json=defaultValue,proto3" json:"default_value,omitempty"` IsDynamic bool `protobuf:"varint,12,opt,name=is_dynamic,json=isDynamic,proto3" json:"is_dynamic,omitempty"` IsPartitionKey bool `protobuf:"varint,13,opt,name=is_partition_key,json=isPartitionKey,proto3" json:"is_partition_key,omitempty"` + Nullable bool `protobuf:"varint,14,opt,name=nullable,proto3" json:"nullable,omitempty"` + DefaultValueProto string `protobuf:"bytes,15,opt,name=default_value_proto,json=defaultValueProto,proto3" json:"default_value_proto,omitempty"` XXX_NoUnkeyedLiteral struct{} `json:"-"` XXX_unrecognized []byte `json:"-"` XXX_sizecache int32 `json:"-"` @@ -2667,6 +2669,20 @@ func (m *FieldSchema) GetIsPartitionKey() bool { return false } +func (m *FieldSchema) GetNullable() bool { + if m != nil { + return m.Nullable + } + return false +} + +func (m *FieldSchema) GetDefaultValueProto() string { + if m != nil { + return m.DefaultValueProto + } + return "" +} + // * // @brief Collection schema type CollectionSchema struct { @@ -3416,219 +3432,221 @@ func init() { func init() { proto.RegisterFile("backup.proto", fileDescriptor_65240d19de191688) } var fileDescriptor_65240d19de191688 = []byte{ - 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0x88, 0x4d, 0xb7, 0xe4, 0x2e, + 0xc3, 0xbe, 0x07, 0x5a, 0xa6, 0x4f, 0x45, 0xf2, 0x29, 0xcf, 0xf6, 0xc9, 0x56, 0xd6, 0x3e, 0x8c, + 0x98, 0xac, 0x41, 0xa1, 0x99, 0x6d, 0x01, 0x9d, 0xa3, 0xa7, 0x9c, 0xde, 0xd3, 0xca, 0xdd, 0x19, + 0x30, 0x93, 0x65, 0x4e, 0xa0, 0x35, 0x71, 0x09, 0x27, 0x77, 0x67, 0xee, 0x97, 0xac, 0xdc, 0x9b, + 0x05, 0x35, 0x59, 0xa9, 0x0f, 0x90, 0xde, 0xe9, 0xc9, 0x2f, 0xcf, 0x33, 0x4a, 0xce, 0xa5, 0xff, + 0x92, 0x0b, 0xed, 0x43, 0x45, 0xbe, 0x60, 0xe5, 0x9f, 0xa0, 0xd9, 0x5a, 0x72, 0xc5, 0xb8, 0x08, + 0x25, 0xe6, 0xb8, 0xf5, 0xe9, 0x57, 0x7f, 0xd0, 0xf7, 0xa2, 0x93, 0x51, 0x6f, 0xdd, 0x61, 0x83, + 0xfb, 0xef, 0x3d, 0xdf, 0xf7, 0xde, 0x47, 0xd4, 0x39, 0xb9, 0x2f, 0x89, 0x7f, 0x5f, 0x92, 0xdd, + 0x77, 0x58, 0xa8, 0xfe, 0xad, 0xbd, 0x2f, 0x21, 0xc3, 0x5e, 0xaf, 0x8a, 0xe3, 0x87, 0xff, 0x1d, + 0x00, 0x00, 0xff, 0xff, 0xfb, 0x9e, 0x25, 0x80, 0x9e, 0x2b, 0x00, 0x00, } // Reference imports to suppress errors if they are not otherwise used. diff --git a/docs/docs.go b/docs/docs.go index b12a608a..7bc1fc59 100644 --- a/docs/docs.go +++ b/docs/docs.go @@ -625,6 +625,9 @@ const docTemplate = `{ "default_value": { "$ref": "#/definitions/backuppb.ValueField" }, + "default_value_proto": { + "type": "string" + }, "description": { "type": "string" }, @@ -652,6 +655,9 @@ const docTemplate = `{ "name": { "type": "string" }, + "nullable": { + "type": "boolean" + }, "state": { "$ref": "#/definitions/backuppb.FieldState" }, diff --git a/docs/swagger.json b/docs/swagger.json index 00efb1ac..d6aea683 100644 --- a/docs/swagger.json +++ b/docs/swagger.json @@ -617,6 +617,9 @@ "default_value": { "$ref": "#/definitions/backuppb.ValueField" }, + "default_value_proto": { + "type": "string" + }, "description": { "type": "string" }, @@ -644,6 +647,9 @@ "name": { "type": "string" }, + "nullable": { + "type": "boolean" + }, "state": { "$ref": "#/definitions/backuppb.FieldState" }, diff --git a/docs/swagger.yaml b/docs/swagger.yaml index 1a564e92..39eaddac 100644 --- a/docs/swagger.yaml +++ b/docs/swagger.yaml @@ -268,6 +268,8 @@ definitions: $ref: '#/definitions/backuppb.DataType' default_value: $ref: '#/definitions/backuppb.ValueField' + default_value_proto: + type: string description: type: string element_type: @@ -286,6 +288,8 @@ definitions: type: boolean name: type: string + nullable: + type: boolean state: $ref: '#/definitions/backuppb.FieldState' type_params: diff --git a/example/null_support/prepare_data.py b/example/null_support/prepare_data.py new file mode 100644 index 00000000..9260b549 --- /dev/null +++ b/example/null_support/prepare_data.py @@ -0,0 +1,31 @@ +from pymilvus import CollectionSchema, FieldSchema, Collection, connections, DataType, Partition, utility +import numpy as np +import random +import time + +connections.connect() +dim = 128 +int64_field = FieldSchema(name="int64", dtype=DataType.INT64, is_primary=True) +double_field = FieldSchema(name="nullableFid", dtype=DataType.DOUBLE, nullable=True, is_primary=False, is_clustering_key=True) +int32_field = FieldSchema(name="int32", dtype=DataType.INT64, default_value=10) +string_field = FieldSchema(name="string", dtype=DataType.VARCHAR, max_length=1000, default_value="10") +float_vector = FieldSchema(name="float_vector", dtype=DataType.FLOAT_VECTOR, dim=dim, mmap_enabled=True) +schema = CollectionSchema(fields=[int64_field, double_field, int32_field, string_field, float_vector]) +utility.drop_collection("null_test") +collection = Collection("null_test", schema=schema) +res = collection.schema +print(res) + + +nb = 10000 +slice = 100 +for i in range(int(nb/slice)): + vectors = [[random.random() for _ in range(dim)] for _ in range(slice)] + data = [[j for j in range(i*slice,(i+1)*slice)], [None for _ in range(slice)],[], ["1" for _ in range(slice)], vectors] + collection.insert(data=data) + print("inserted %d %d" %(i, slice)) + + +collection.flush() +res = collection.num_entities +print(res) \ No newline at end of file diff --git a/go.mod b/go.mod index 08171bb3..2c6b3320 100644 --- a/go.mod +++ b/go.mod @@ -16,7 +16,7 @@ require ( 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 v2.4.2-0.20240821030256-0c339b63d265 + github.com/milvus-io/milvus-sdk-go/v2 v2.4.2-0.20241009111120-8008f14f2c16 github.com/minio/minio-go/v7 v7.0.61 github.com/pkg/errors v0.9.1 github.com/samber/lo v1.39.0 @@ -33,14 +33,14 @@ require ( go.uber.org/atomic v1.10.0 go.uber.org/zap v1.17.0 golang.org/x/oauth2 v0.0.0-20210402161424-2e8d93401602 - golang.org/x/sync v0.3.0 + golang.org/x/sync v0.8.0 golang.org/x/time v0.0.0-20201208040808-7e3f01d25324 google.golang.org/grpc v1.48.0 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 v2.4.10-0.20240819025435-512e3b98866a +require github.com/milvus-io/milvus-proto/go-api/v2 v2.3.4-0.20240909041258-8f8ca67816cd require ( cloud.google.com/go v0.81.0 // indirect @@ -112,5 +112,3 @@ require ( gopkg.in/ini.v1 v1.67.0 // indirect gopkg.in/yaml.v2 v2.4.0 // indirect ) - -// replace github.com/milvus-io/milvus-sdk-go/v2 => github.com/wayblink/milvus-sdk-go/v2 v2.3.0-beta4.0.20240814024750-1d41342d2c27 diff --git a/go.sum b/go.sum index 6d39c961..a462d118 100644 --- a/go.sum +++ b/go.sum @@ -378,10 +378,10 @@ github.com/mattn/goveralls v0.0.2/go.mod h1:8d1ZMHsd7fW6IRPKQh46F2WRpyib5/X4FOpe github.com/mediocregopher/radix/v3 v3.4.2/go.mod h1:8FL3F6UQRXHXIBSPUs5h0RybMF8i4n7wVopoX3x7Bv8= github.com/microcosm-cc/bluemonday v1.0.2/go.mod h1:iVP4YcDBq+n/5fb23BhYFvIMq/leAFZyRl6bYmGDlGc= github.com/miekg/dns v1.0.14/go.mod h1:W1PPwlIAgtquWBMBEV9nkV9Cazfe8ScdGz/Lj7v3Nrg= -github.com/milvus-io/milvus-proto/go-api/v2 v2.4.10-0.20240819025435-512e3b98866a h1:0B/8Fo66D8Aa23Il0yrQvg1KKz92tE/BJ5BvkUxxAAk= -github.com/milvus-io/milvus-proto/go-api/v2 v2.4.10-0.20240819025435-512e3b98866a/go.mod h1:1OIl0v5PQeNxIJhCvY+K55CBUOYDZevw9g9380u1Wek= -github.com/milvus-io/milvus-sdk-go/v2 v2.4.2-0.20240821030256-0c339b63d265 h1:HxVtvxRflwbsKcGyIEr+2FCktUmm5Ga0oLSq7k0Rlg0= -github.com/milvus-io/milvus-sdk-go/v2 v2.4.2-0.20240821030256-0c339b63d265/go.mod h1:hCubTFcavPtRXyW7CpspzczPvIfq9k/2GB3/qrJkPUA= +github.com/milvus-io/milvus-proto/go-api/v2 v2.3.4-0.20240909041258-8f8ca67816cd h1:x0b0+foTe23sKcVFseR1DE8+BB08EH6ViiRHaz8PEik= +github.com/milvus-io/milvus-proto/go-api/v2 v2.3.4-0.20240909041258-8f8ca67816cd/go.mod h1:/6UT4zZl6awVeXLeE7UGDWZvXj3IWkRsh3mqsn0DiAs= +github.com/milvus-io/milvus-sdk-go/v2 v2.4.2-0.20241009111120-8008f14f2c16 h1:zsA/xt/HJ3HkWUgazbbkoIR8S5mcxAtypvoSKsemhMw= +github.com/milvus-io/milvus-sdk-go/v2 v2.4.2-0.20241009111120-8008f14f2c16/go.mod h1:TdzShm5isV4F6kvrd+9V/CKowNIX+H+jvybF0WWts0Y= github.com/minio/md5-simd v1.1.2 h1:Gdi1DZK69+ZVMoNHRXJyNcxrMA4dSxoYHZSQbirFg34= github.com/minio/md5-simd v1.1.2/go.mod h1:MzdKDxYpY2BT9XQFocsiZf/NKVtR7nkE4RoEpN+20RM= github.com/minio/minio-go/v7 v7.0.61 h1:87c+x8J3jxQ5VUGimV9oHdpjsAvy3fhneEBKuoKEVUI= @@ -699,8 +699,8 @@ 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 v0.3.0 h1:ftCYgMx6zT/asHUrPw8BLLscYtGznsLAnjq5RH9P66E= -golang.org/x/sync v0.3.0/go.mod h1:FU7BRWz2tNW+3quACPkgCx/L+uEAv1htQ0V83Z9Rj+Y= +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 v0.0.0-20180909124046-d0be0721c37e/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=