mirror of
https://gitee.com/milvus-io/milvus.git
synced 2025-12-06 17:18:35 +08:00
4a936fae8e
issue: https://github.com/milvus-io/milvus/issues/44598 Signed-off-by: zhenshan.cao <zhenshan.cao@zilliz.com>
576 lines
20 KiB
Go
576 lines
20 KiB
Go
// Licensed to the LF AI & Data foundation under one
|
|
// or more contributor license agreements. See the NOTICE file
|
|
// distributed with this work for additional information
|
|
// regarding copyright ownership. The ASF licenses this file
|
|
// to you under the Apache License, Version 2.0 (the
|
|
// "License"); you may not use this file except in compliance
|
|
// with the License. You may obtain a copy of the License at
|
|
//
|
|
// http://www.apache.org/licenses/LICENSE-2.0
|
|
//
|
|
// Unless required by applicable law or agreed to in writing, software
|
|
// distributed under the License is distributed on an "AS IS" BASIS,
|
|
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
|
// See the License for the specific language governing permissions and
|
|
// limitations under the License.
|
|
|
|
package rootcoord
|
|
|
|
import (
|
|
"context"
|
|
"fmt"
|
|
"math"
|
|
"strconv"
|
|
"time"
|
|
|
|
"go.uber.org/zap"
|
|
"golang.org/x/sync/errgroup"
|
|
|
|
"github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
|
|
"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
|
|
"github.com/milvus-io/milvus/internal/json"
|
|
"github.com/milvus-io/milvus/internal/metastore/model"
|
|
"github.com/milvus-io/milvus/internal/types"
|
|
"github.com/milvus-io/milvus/internal/util/proxyutil"
|
|
"github.com/milvus-io/milvus/pkg/v2/common"
|
|
"github.com/milvus-io/milvus/pkg/v2/log"
|
|
"github.com/milvus-io/milvus/pkg/v2/mq/msgstream"
|
|
"github.com/milvus-io/milvus/pkg/v2/util/merr"
|
|
"github.com/milvus-io/milvus/pkg/v2/util/metricsinfo"
|
|
"github.com/milvus-io/milvus/pkg/v2/util/parameterutil"
|
|
"github.com/milvus-io/milvus/pkg/v2/util/tsoutil"
|
|
"github.com/milvus-io/milvus/pkg/v2/util/typeutil"
|
|
)
|
|
|
|
// EqualKeyPairArray check whether 2 KeyValuePairs are equal
|
|
func IsSubsetOfProperties(src, target []*commonpb.KeyValuePair) bool {
|
|
tmpMap := make(map[string]string)
|
|
for _, p := range target {
|
|
tmpMap[p.Key] = p.Value
|
|
}
|
|
for _, p := range src {
|
|
// new key value in src
|
|
val, ok := tmpMap[p.Key]
|
|
if !ok {
|
|
return false
|
|
}
|
|
if val != p.Value {
|
|
return false
|
|
}
|
|
}
|
|
return true
|
|
}
|
|
|
|
// EncodeMsgPositions serialize []*MsgPosition into string
|
|
func EncodeMsgPositions(msgPositions []*msgstream.MsgPosition) (string, error) {
|
|
if len(msgPositions) == 0 {
|
|
return "", nil
|
|
}
|
|
resByte, err := json.Marshal(msgPositions)
|
|
if err != nil {
|
|
return "", err
|
|
}
|
|
return string(resByte), nil
|
|
}
|
|
|
|
// DecodeMsgPositions deserialize string to []*MsgPosition
|
|
func DecodeMsgPositions(str string, msgPositions *[]*msgstream.MsgPosition) error {
|
|
if str == "" || str == "null" {
|
|
return nil
|
|
}
|
|
return json.Unmarshal([]byte(str), msgPositions)
|
|
}
|
|
|
|
func Int64TupleSliceToMap(s []common.Int64Tuple) map[int]common.Int64Tuple {
|
|
ret := make(map[int]common.Int64Tuple, len(s))
|
|
for i, e := range s {
|
|
ret[i] = e
|
|
}
|
|
return ret
|
|
}
|
|
|
|
func Int64TupleMapToSlice(s map[int]common.Int64Tuple) []common.Int64Tuple {
|
|
ret := make([]common.Int64Tuple, 0, len(s))
|
|
for _, e := range s {
|
|
ret = append(ret, e)
|
|
}
|
|
return ret
|
|
}
|
|
|
|
func CheckMsgType(got, expect commonpb.MsgType) error {
|
|
if got != expect {
|
|
return fmt.Errorf("invalid msg type, expect %s, but got %s", expect, got)
|
|
}
|
|
return nil
|
|
}
|
|
|
|
type TimeTravelRequest interface {
|
|
GetBase() *commonpb.MsgBase
|
|
GetTimeStamp() Timestamp
|
|
}
|
|
|
|
func getTravelTs(req TimeTravelRequest) Timestamp {
|
|
if req.GetTimeStamp() == 0 {
|
|
return typeutil.MaxTimestamp
|
|
}
|
|
return req.GetTimeStamp()
|
|
}
|
|
|
|
func isMaxTs(ts Timestamp) bool {
|
|
return ts == typeutil.MaxTimestamp
|
|
}
|
|
|
|
func getCollectionRateLimitConfigDefaultValue(configKey string) float64 {
|
|
switch configKey {
|
|
case common.CollectionInsertRateMaxKey:
|
|
return Params.QuotaConfig.DMLMaxInsertRatePerCollection.GetAsFloat()
|
|
case common.CollectionInsertRateMinKey:
|
|
return Params.QuotaConfig.DMLMinInsertRatePerCollection.GetAsFloat()
|
|
case common.CollectionUpsertRateMaxKey:
|
|
return Params.QuotaConfig.DMLMaxUpsertRatePerCollection.GetAsFloat()
|
|
case common.CollectionUpsertRateMinKey:
|
|
return Params.QuotaConfig.DMLMinUpsertRatePerCollection.GetAsFloat()
|
|
case common.CollectionDeleteRateMaxKey:
|
|
return Params.QuotaConfig.DMLMaxDeleteRatePerCollection.GetAsFloat()
|
|
case common.CollectionDeleteRateMinKey:
|
|
return Params.QuotaConfig.DMLMinDeleteRatePerCollection.GetAsFloat()
|
|
case common.CollectionBulkLoadRateMaxKey:
|
|
return Params.QuotaConfig.DMLMaxBulkLoadRatePerCollection.GetAsFloat()
|
|
case common.CollectionBulkLoadRateMinKey:
|
|
return Params.QuotaConfig.DMLMinBulkLoadRatePerCollection.GetAsFloat()
|
|
case common.CollectionQueryRateMaxKey:
|
|
return Params.QuotaConfig.DQLMaxQueryRatePerCollection.GetAsFloat()
|
|
case common.CollectionQueryRateMinKey:
|
|
return Params.QuotaConfig.DQLMinQueryRatePerCollection.GetAsFloat()
|
|
case common.CollectionSearchRateMaxKey:
|
|
return Params.QuotaConfig.DQLMaxSearchRatePerCollection.GetAsFloat()
|
|
case common.CollectionSearchRateMinKey:
|
|
return Params.QuotaConfig.DQLMinSearchRatePerCollection.GetAsFloat()
|
|
case common.CollectionDiskQuotaKey:
|
|
return Params.QuotaConfig.DiskQuotaPerCollection.GetAsFloat()
|
|
default:
|
|
return float64(0)
|
|
}
|
|
}
|
|
|
|
func getCollectionRateLimitConfig(properties map[string]string, configKey string) float64 {
|
|
return getRateLimitConfig(properties, configKey, getCollectionRateLimitConfigDefaultValue(configKey))
|
|
}
|
|
|
|
func getRateLimitConfig(properties map[string]string, configKey string, configValue float64) float64 {
|
|
megaBytes2Bytes := func(v float64) float64 {
|
|
return v * 1024.0 * 1024.0
|
|
}
|
|
toBytesIfNecessary := func(rate float64) float64 {
|
|
switch configKey {
|
|
case common.CollectionInsertRateMaxKey:
|
|
return megaBytes2Bytes(rate)
|
|
case common.CollectionInsertRateMinKey:
|
|
return megaBytes2Bytes(rate)
|
|
case common.CollectionUpsertRateMaxKey:
|
|
return megaBytes2Bytes(rate)
|
|
case common.CollectionUpsertRateMinKey:
|
|
return megaBytes2Bytes(rate)
|
|
case common.CollectionDeleteRateMaxKey:
|
|
return megaBytes2Bytes(rate)
|
|
case common.CollectionDeleteRateMinKey:
|
|
return megaBytes2Bytes(rate)
|
|
case common.CollectionBulkLoadRateMaxKey:
|
|
return megaBytes2Bytes(rate)
|
|
case common.CollectionBulkLoadRateMinKey:
|
|
return megaBytes2Bytes(rate)
|
|
case common.CollectionQueryRateMaxKey:
|
|
return rate
|
|
case common.CollectionQueryRateMinKey:
|
|
return rate
|
|
case common.CollectionSearchRateMaxKey:
|
|
return rate
|
|
case common.CollectionSearchRateMinKey:
|
|
return rate
|
|
case common.CollectionDiskQuotaKey:
|
|
return megaBytes2Bytes(rate)
|
|
|
|
default:
|
|
return float64(0)
|
|
}
|
|
}
|
|
|
|
v, ok := properties[configKey]
|
|
if ok {
|
|
rate, err := strconv.ParseFloat(v, 64)
|
|
if err != nil {
|
|
log.Warn("invalid configuration for collection dml rate",
|
|
zap.String("config item", configKey),
|
|
zap.String("config value", v))
|
|
return configValue
|
|
}
|
|
|
|
rateInBytes := toBytesIfNecessary(rate)
|
|
if rateInBytes < 0 {
|
|
return configValue
|
|
}
|
|
return rateInBytes
|
|
}
|
|
|
|
return configValue
|
|
}
|
|
|
|
func getQueryCoordMetrics(ctx context.Context, mixCoord types.MixCoord) (*metricsinfo.QueryCoordTopology, error) {
|
|
req, err := metricsinfo.ConstructRequestByMetricType(metricsinfo.SystemInfoMetrics)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
|
|
rsp, err := mixCoord.GetQcMetrics(ctx, req)
|
|
if err = merr.CheckRPCCall(rsp, err); err != nil {
|
|
return nil, err
|
|
}
|
|
queryCoordTopology := &metricsinfo.QueryCoordTopology{}
|
|
if err := metricsinfo.UnmarshalTopology(rsp.GetResponse(), queryCoordTopology); err != nil {
|
|
return nil, err
|
|
}
|
|
|
|
return queryCoordTopology, nil
|
|
}
|
|
|
|
func getDataCoordMetrics(ctx context.Context, mixCoord types.MixCoord) (*metricsinfo.DataCoordTopology, error) {
|
|
req, err := metricsinfo.ConstructRequestByMetricType(metricsinfo.SystemInfoMetrics)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
|
|
rsp, err := mixCoord.GetDcMetrics(ctx, req)
|
|
if err = merr.CheckRPCCall(rsp, err); err != nil {
|
|
return nil, err
|
|
}
|
|
dataCoordTopology := &metricsinfo.DataCoordTopology{}
|
|
if err = metricsinfo.UnmarshalTopology(rsp.GetResponse(), dataCoordTopology); err != nil {
|
|
return nil, err
|
|
}
|
|
|
|
return dataCoordTopology, nil
|
|
}
|
|
|
|
func getProxyMetrics(ctx context.Context, proxies proxyutil.ProxyClientManagerInterface) ([]*metricsinfo.ProxyInfos, error) {
|
|
resp, err := proxies.GetProxyMetrics(ctx)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
|
|
ret := make([]*metricsinfo.ProxyInfos, 0, len(resp))
|
|
for _, rsp := range resp {
|
|
proxyMetric := &metricsinfo.ProxyInfos{}
|
|
err = metricsinfo.UnmarshalComponentInfos(rsp.GetResponse(), proxyMetric)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
ret = append(ret, proxyMetric)
|
|
}
|
|
|
|
return ret, nil
|
|
}
|
|
|
|
func CheckTimeTickLagExceeded(ctx context.Context, mixcoord types.MixCoord, maxDelay time.Duration) error {
|
|
ctx, cancel := context.WithTimeout(ctx, GetMetricsTimeout)
|
|
defer cancel()
|
|
|
|
now := time.Now()
|
|
group := &errgroup.Group{}
|
|
queryNodeTTDelay := typeutil.NewConcurrentMap[string, time.Duration]()
|
|
dataNodeTTDelay := typeutil.NewConcurrentMap[string, time.Duration]()
|
|
|
|
group.Go(func() error {
|
|
queryCoordTopology, err := getQueryCoordMetrics(ctx, mixcoord)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
|
|
for _, queryNodeMetric := range queryCoordTopology.Cluster.ConnectedNodes {
|
|
qm := queryNodeMetric.QuotaMetrics
|
|
if qm != nil {
|
|
if qm.Fgm.NumFlowGraph > 0 && qm.Fgm.MinFlowGraphChannel != "" {
|
|
minTt, _ := tsoutil.ParseTS(qm.Fgm.MinFlowGraphTt)
|
|
delay := now.Sub(minTt)
|
|
|
|
if delay.Milliseconds() >= maxDelay.Milliseconds() {
|
|
queryNodeTTDelay.Insert(qm.Fgm.MinFlowGraphChannel, delay)
|
|
}
|
|
}
|
|
}
|
|
}
|
|
return nil
|
|
})
|
|
|
|
// get Data cluster metrics
|
|
group.Go(func() error {
|
|
dataCoordTopology, err := getDataCoordMetrics(ctx, mixcoord)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
|
|
for _, dataNodeMetric := range dataCoordTopology.Cluster.ConnectedDataNodes {
|
|
dm := dataNodeMetric.QuotaMetrics
|
|
if dm != nil {
|
|
if dm.Fgm.NumFlowGraph > 0 && dm.Fgm.MinFlowGraphChannel != "" {
|
|
minTt, _ := tsoutil.ParseTS(dm.Fgm.MinFlowGraphTt)
|
|
delay := now.Sub(minTt)
|
|
|
|
if delay.Milliseconds() >= maxDelay.Milliseconds() {
|
|
dataNodeTTDelay.Insert(dm.Fgm.MinFlowGraphChannel, delay)
|
|
}
|
|
}
|
|
}
|
|
}
|
|
return nil
|
|
})
|
|
|
|
err := group.Wait()
|
|
if err != nil {
|
|
return err
|
|
}
|
|
|
|
var maxLagChannel string
|
|
var maxLag time.Duration
|
|
findMaxLagChannel := func(params ...*typeutil.ConcurrentMap[string, time.Duration]) {
|
|
for _, param := range params {
|
|
param.Range(func(k string, v time.Duration) bool {
|
|
if v > maxLag {
|
|
maxLag = v
|
|
maxLagChannel = k
|
|
}
|
|
return true
|
|
})
|
|
}
|
|
}
|
|
|
|
var errStr string
|
|
findMaxLagChannel(queryNodeTTDelay)
|
|
if maxLag > 0 && len(maxLagChannel) != 0 {
|
|
errStr = fmt.Sprintf("query max timetick lag:%s on channel:%s", maxLag, maxLagChannel)
|
|
}
|
|
maxLagChannel = ""
|
|
maxLag = 0
|
|
findMaxLagChannel(dataNodeTTDelay)
|
|
if maxLag > 0 && len(maxLagChannel) != 0 {
|
|
if errStr != "" {
|
|
errStr += ", "
|
|
}
|
|
errStr += fmt.Sprintf("data max timetick lag:%s on channel:%s", maxLag, maxLagChannel)
|
|
}
|
|
if errStr != "" {
|
|
return fmt.Errorf("max timetick lag execced threhold: %s", errStr)
|
|
}
|
|
|
|
return nil
|
|
}
|
|
|
|
func checkFieldSchema(fieldSchemas []*schemapb.FieldSchema) error {
|
|
for _, fieldSchema := range fieldSchemas {
|
|
if fieldSchema.GetDataType() == schemapb.DataType_ArrayOfStruct {
|
|
msg := fmt.Sprintf("Invalid field type, type:%s, name:%s", fieldSchema.GetDataType().String(), fieldSchema.GetName())
|
|
return merr.WrapErrParameterInvalidMsg(msg)
|
|
}
|
|
if fieldSchema.GetDataType() == schemapb.DataType_ArrayOfVector {
|
|
msg := fmt.Sprintf("ArrayOfVector is only supported in struct array field, type:%s, name:%s", fieldSchema.GetDataType().String(), fieldSchema.GetName())
|
|
return merr.WrapErrParameterInvalidMsg(msg)
|
|
}
|
|
if fieldSchema.GetNullable() && typeutil.IsVectorType(fieldSchema.GetDataType()) {
|
|
msg := fmt.Sprintf("vector type not support null, type:%s, name:%s", fieldSchema.GetDataType().String(), fieldSchema.GetName())
|
|
return merr.WrapErrParameterInvalidMsg(msg)
|
|
}
|
|
if fieldSchema.GetNullable() && fieldSchema.IsPrimaryKey {
|
|
msg := fmt.Sprintf("primary field not support null, type:%s, name:%s", fieldSchema.GetDataType().String(), fieldSchema.GetName())
|
|
return merr.WrapErrParameterInvalidMsg(msg)
|
|
}
|
|
if fieldSchema.GetDefaultValue() != nil {
|
|
if fieldSchema.IsPrimaryKey {
|
|
msg := fmt.Sprintf("primary field not support default_value, type:%s, name:%s", fieldSchema.GetDataType().String(), fieldSchema.GetName())
|
|
return merr.WrapErrParameterInvalidMsg(msg)
|
|
}
|
|
dtype := fieldSchema.GetDataType()
|
|
if dtype == schemapb.DataType_Array || typeutil.IsVectorType(dtype) {
|
|
msg := fmt.Sprintf("type not support default_value, type:%s, name:%s", fieldSchema.GetDataType().String(), fieldSchema.GetName())
|
|
return merr.WrapErrParameterInvalidMsg(msg)
|
|
}
|
|
if dtype == schemapb.DataType_JSON && !fieldSchema.IsDynamic {
|
|
msg := fmt.Sprintf("type not support default_value, type:%s, name:%s", fieldSchema.GetDataType().String(), fieldSchema.GetName())
|
|
return merr.WrapErrParameterInvalidMsg(msg)
|
|
}
|
|
if dtype == schemapb.DataType_Geometry {
|
|
return checkGeometryDefaultValue(fieldSchema.GetDefaultValue().GetStringData())
|
|
}
|
|
errTypeMismatch := func(fieldName, fieldType, defaultValueType string) error {
|
|
msg := fmt.Sprintf("type (%s) of field (%s) is not equal to the type(%s) of default_value", fieldType, fieldName, defaultValueType)
|
|
return merr.WrapErrParameterInvalidMsg(msg)
|
|
}
|
|
switch fieldSchema.GetDefaultValue().Data.(type) {
|
|
case *schemapb.ValueField_BoolData:
|
|
if dtype != schemapb.DataType_Bool {
|
|
return errTypeMismatch(fieldSchema.GetName(), dtype.String(), "DataType_Bool")
|
|
}
|
|
case *schemapb.ValueField_IntData:
|
|
if dtype != schemapb.DataType_Int32 && dtype != schemapb.DataType_Int16 && dtype != schemapb.DataType_Int8 {
|
|
return errTypeMismatch(fieldSchema.GetName(), dtype.String(), "DataType_Int")
|
|
}
|
|
defaultValue := fieldSchema.GetDefaultValue().GetIntData()
|
|
if dtype == schemapb.DataType_Int16 {
|
|
if defaultValue > math.MaxInt16 || defaultValue < math.MinInt16 {
|
|
return merr.WrapErrParameterInvalidRange(math.MinInt16, math.MaxInt16, defaultValue, "default value out of range")
|
|
}
|
|
}
|
|
if dtype == schemapb.DataType_Int8 {
|
|
if defaultValue > math.MaxInt8 || defaultValue < math.MinInt8 {
|
|
return merr.WrapErrParameterInvalidRange(math.MinInt8, math.MaxInt8, defaultValue, "default value out of range")
|
|
}
|
|
}
|
|
case *schemapb.ValueField_LongData:
|
|
if dtype != schemapb.DataType_Int64 {
|
|
return errTypeMismatch(fieldSchema.GetName(), dtype.String(), "DataType_Int64")
|
|
}
|
|
case *schemapb.ValueField_FloatData:
|
|
if dtype != schemapb.DataType_Float {
|
|
return errTypeMismatch(fieldSchema.GetName(), dtype.String(), "DataType_Float")
|
|
}
|
|
case *schemapb.ValueField_DoubleData:
|
|
if dtype != schemapb.DataType_Double {
|
|
return errTypeMismatch(fieldSchema.GetName(), dtype.String(), "DataType_Double")
|
|
}
|
|
case *schemapb.ValueField_TimestamptzData:
|
|
if dtype != schemapb.DataType_Timestamptz {
|
|
return errTypeMismatch(fieldSchema.GetName(), dtype.String(), "DataType_Timestamptz")
|
|
}
|
|
case *schemapb.ValueField_StringData:
|
|
if dtype != schemapb.DataType_VarChar && dtype != schemapb.DataType_Timestamptz {
|
|
if dtype != schemapb.DataType_VarChar {
|
|
return errTypeMismatch(fieldSchema.GetName(), dtype.String(), "DataType_VarChar")
|
|
}
|
|
return errTypeMismatch(fieldSchema.GetName(), dtype.String(), "DataType_Timestamptz")
|
|
}
|
|
if dtype == schemapb.DataType_VarChar {
|
|
maxLength, err := parameterutil.GetMaxLength(fieldSchema)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
defaultValueLength := len(fieldSchema.GetDefaultValue().GetStringData())
|
|
if int64(defaultValueLength) > maxLength {
|
|
msg := fmt.Sprintf("the length (%d) of string exceeds max length (%d)", defaultValueLength, maxLength)
|
|
return merr.WrapErrParameterInvalid("valid length string", "string length exceeds max length", msg)
|
|
}
|
|
}
|
|
case *schemapb.ValueField_BytesData:
|
|
if dtype != schemapb.DataType_JSON {
|
|
return errTypeMismatch(fieldSchema.GetName(), dtype.String(), "DataType_SJON")
|
|
}
|
|
defVal := fieldSchema.GetDefaultValue().GetBytesData()
|
|
jsonData := make(map[string]interface{})
|
|
if err := json.Unmarshal(defVal, &jsonData); err != nil {
|
|
log.Info("invalid default json value, milvus only support json map",
|
|
zap.ByteString("data", defVal),
|
|
zap.Error(err),
|
|
)
|
|
return merr.WrapErrParameterInvalidMsg(err.Error())
|
|
}
|
|
default:
|
|
panic("default value unsupport data type")
|
|
}
|
|
}
|
|
if err := checkDupKvPairs(fieldSchema.GetTypeParams(), "type"); err != nil {
|
|
return err
|
|
}
|
|
if err := checkDupKvPairs(fieldSchema.GetIndexParams(), "index"); err != nil {
|
|
return err
|
|
}
|
|
}
|
|
|
|
return nil
|
|
}
|
|
|
|
func checkStructArrayFieldSchema(schemas []*schemapb.StructArrayFieldSchema) error {
|
|
for _, schema := range schemas {
|
|
if len(schema.GetFields()) == 0 {
|
|
return merr.WrapErrParameterInvalidMsg("empty fields in StructArrayField is not allowed")
|
|
}
|
|
|
|
for _, field := range schema.GetFields() {
|
|
if field.GetDataType() != schemapb.DataType_Array && field.GetDataType() != schemapb.DataType_ArrayOfVector {
|
|
msg := fmt.Sprintf("Fields in StructArrayField can only be array or array of vector, but field %s is %s", field.Name, field.DataType.String())
|
|
return merr.WrapErrParameterInvalidMsg(msg)
|
|
}
|
|
|
|
if field.IsPartitionKey || field.IsPrimaryKey {
|
|
msg := fmt.Sprintf("partition key or primary key can not be in struct array field. data type:%s, element type:%s, name:%s",
|
|
field.DataType.String(), field.ElementType.String(), field.Name)
|
|
return merr.WrapErrParameterInvalidMsg(msg)
|
|
}
|
|
if field.GetNullable() && typeutil.IsVectorType(field.ElementType) {
|
|
msg := fmt.Sprintf("vector type not support null, data type:%s, element type:%s, name:%s",
|
|
field.DataType.String(), field.ElementType.String(), field.Name)
|
|
return merr.WrapErrParameterInvalidMsg(msg)
|
|
}
|
|
if field.GetDefaultValue() != nil {
|
|
msg := fmt.Sprintf("fields in struct array field not support default_value, data type:%s, element type:%s, name:%s",
|
|
field.DataType.String(), field.ElementType.String(), field.Name)
|
|
return merr.WrapErrParameterInvalidMsg(msg)
|
|
}
|
|
if err := checkDupKvPairs(field.GetTypeParams(), "type"); err != nil {
|
|
return err
|
|
}
|
|
if err := checkDupKvPairs(field.GetIndexParams(), "index"); err != nil {
|
|
return err
|
|
}
|
|
}
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func checkDupKvPairs(params []*commonpb.KeyValuePair, paramType string) error {
|
|
set := typeutil.NewSet[string]()
|
|
for _, kv := range params {
|
|
if set.Contain(kv.GetKey()) {
|
|
return merr.WrapErrParameterInvalidMsg("duplicated %s param key \"%s\"", paramType, kv.GetKey())
|
|
}
|
|
set.Insert(kv.GetKey())
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func validateFieldDataType(fieldSchemas []*schemapb.FieldSchema) error {
|
|
for _, field := range fieldSchemas {
|
|
if _, ok := schemapb.DataType_name[int32(field.GetDataType())]; !ok || field.GetDataType() == schemapb.DataType_None {
|
|
return merr.WrapErrParameterInvalid("Invalid field", fmt.Sprintf("field data type: %s is not supported", field.GetDataType()))
|
|
}
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func validateStructArrayFieldDataType(fieldSchemas []*schemapb.StructArrayFieldSchema) error {
|
|
for _, field := range fieldSchemas {
|
|
if len(field.Fields) == 0 {
|
|
return merr.WrapErrParameterInvalid("Invalid field", "empty fields in StructArrayField")
|
|
}
|
|
for _, subField := range field.GetFields() {
|
|
if subField.GetDataType() != schemapb.DataType_Array && subField.GetDataType() != schemapb.DataType_ArrayOfVector {
|
|
return fmt.Errorf("Fields in StructArrayField can only be array or array of vector, but field %s is %s", subField.Name, subField.DataType.String())
|
|
}
|
|
if subField.GetElementType() == schemapb.DataType_ArrayOfStruct || subField.GetElementType() == schemapb.DataType_ArrayOfVector ||
|
|
subField.GetElementType() == schemapb.DataType_Array {
|
|
return fmt.Errorf("Nested array is not supported %s", subField.Name)
|
|
}
|
|
if _, ok := schemapb.DataType_name[int32(subField.GetElementType())]; !ok || subField.GetElementType() == schemapb.DataType_None {
|
|
return merr.WrapErrParameterInvalid("Invalid field", fmt.Sprintf("field data type: %s is not supported", subField.GetElementType()))
|
|
}
|
|
}
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func nextFieldID(coll *model.Collection) int64 {
|
|
maxFieldID := int64(common.StartOfUserFieldID)
|
|
for _, field := range coll.Fields {
|
|
if field.FieldID > maxFieldID {
|
|
maxFieldID = field.FieldID
|
|
}
|
|
}
|
|
return maxFieldID + 1
|
|
}
|