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fix: Fix filtering by partition key fails for importing data #33274

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May 23, 2024
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6 changes: 5 additions & 1 deletion internal/proxy/impl.go
Original file line number Diff line number Diff line change
Expand Up @@ -6100,7 +6100,11 @@
resp.Status = merr.Status(err)
return resp, nil
}
partitionIDs = lo.Values(partitions)
_, partitionIDs, err = typeutil.RearrangePartitionsForPartitionKey(partitions)
if err != nil {
resp.Status = merr.Status(err)
return resp, nil

Check warning on line 6106 in internal/proxy/impl.go

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internal/proxy/impl.go#L6105-L6106

Added lines #L6105 - L6106 were not covered by tests
}
} else {
if req.GetPartitionName() == "" {
req.PartitionName = Params.CommonCfg.DefaultPartitionName.GetValue()
Expand Down
2 changes: 1 addition & 1 deletion internal/proxy/msg_pack.go
Original file line number Diff line number Diff line change
Expand Up @@ -231,7 +231,7 @@ func repackInsertDataWithPartitionKey(ctx context.Context,
}

channel2RowOffsets := assignChannelsByPK(result.IDs, channelNames, insertMsg)
partitionNames, err := getDefaultPartitionNames(ctx, insertMsg.GetDbName(), insertMsg.CollectionName)
partitionNames, err := getDefaultPartitionsInPartitionKeyMode(ctx, insertMsg.GetDbName(), insertMsg.CollectionName)
if err != nil {
log.Warn("get default partition names failed in partition key mode",
zap.String("collectionName", insertMsg.CollectionName),
Expand Down
2 changes: 1 addition & 1 deletion internal/proxy/task_test.go
Original file line number Diff line number Diff line change
Expand Up @@ -3135,7 +3135,7 @@ func TestCreateCollectionTaskWithPartitionKey(t *testing.T) {
// check default partitions
err = InitMetaCache(ctx, rc, nil, nil)
assert.NoError(t, err)
partitionNames, err := getDefaultPartitionNames(ctx, "", task.CollectionName)
partitionNames, err := getDefaultPartitionsInPartitionKeyMode(ctx, "", task.CollectionName)
assert.NoError(t, err)
assert.Equal(t, task.GetNumPartitions(), int64(len(partitionNames)))

Expand Down
28 changes: 1 addition & 27 deletions internal/proxy/util.go
Original file line number Diff line number Diff line change
Expand Up @@ -1395,7 +1395,7 @@ func hasParitionKeyModeField(schema *schemapb.CollectionSchema) bool {
return false
}

// getDefaultPartitionNames only used in partition key mode
// getDefaultPartitionsInPartitionKeyMode only used in partition key mode
func getDefaultPartitionsInPartitionKeyMode(ctx context.Context, dbName string, collectionName string) ([]string, error) {
partitions, err := globalMetaCache.GetPartitions(ctx, dbName, collectionName)
if err != nil {
Expand All @@ -1411,32 +1411,6 @@ func getDefaultPartitionsInPartitionKeyMode(ctx context.Context, dbName string,
return partitionNames, nil
}

// getDefaultPartitionNames only used in partition key mode
func getDefaultPartitionNames(ctx context.Context, dbName string, collectionName string) ([]string, error) {
partitions, err := globalMetaCache.GetPartitions(ctx, dbName, collectionName)
if err != nil {
return nil, err
}

// Make sure the order of the partition names got every time is the same
partitionNames := make([]string, len(partitions))
for partitionName := range partitions {
splits := strings.Split(partitionName, "_")
if len(splits) < 2 {
err = fmt.Errorf("bad default partion name in partition ket mode: %s", partitionName)
return nil, err
}
index, err := strconv.ParseInt(splits[len(splits)-1], 10, 64)
if err != nil {
return nil, err
}

partitionNames[index] = partitionName
}

return partitionNames, nil
}

func assignChannelsByPK(pks *schemapb.IDs, channelNames []string, insertMsg *msgstream.InsertMsg) map[string][]int {
insertMsg.HashValues = typeutil.HashPK2Channels(pks, channelNames)

Expand Down
215 changes: 215 additions & 0 deletions tests/integration/import/partition_key_test.go
Original file line number Diff line number Diff line change
@@ -0,0 +1,215 @@
// 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 importv2

import (
"context"
"fmt"
"math/rand"
"os"
"strings"
"time"

"github.com/golang/protobuf/proto"
"github.com/samber/lo"
"go.uber.org/zap"

"github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
"github.com/milvus-io/milvus-proto/go-api/v2/milvuspb"
"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
"github.com/milvus-io/milvus/internal/proto/internalpb"
"github.com/milvus-io/milvus/pkg/common"
"github.com/milvus-io/milvus/pkg/log"
"github.com/milvus-io/milvus/pkg/util/funcutil"
"github.com/milvus-io/milvus/pkg/util/merr"
"github.com/milvus-io/milvus/pkg/util/metric"
"github.com/milvus-io/milvus/tests/integration"
)

func (s *BulkInsertSuite) TestImportWithPartitionKey() {
const (
rowCount = 10000
)

c := s.Cluster
ctx, cancel := context.WithTimeout(c.GetContext(), 60*time.Second)
defer cancel()

collectionName := "TestBulkInsert_WithPartitionKey_" + funcutil.GenRandomStr()

schema := integration.ConstructSchema(collectionName, dim, true, &schemapb.FieldSchema{
FieldID: 100,
Name: integration.Int64Field,
IsPrimaryKey: true,
DataType: schemapb.DataType_Int64,
AutoID: true,
}, &schemapb.FieldSchema{
FieldID: 101,
Name: integration.FloatVecField,
DataType: schemapb.DataType_FloatVector,
TypeParams: []*commonpb.KeyValuePair{
{
Key: common.DimKey,
Value: fmt.Sprintf("%d", dim),
},
},
}, &schemapb.FieldSchema{
FieldID: 102,
Name: integration.VarCharField,
DataType: schemapb.DataType_VarChar,
TypeParams: []*commonpb.KeyValuePair{
{
Key: common.MaxLengthKey,
Value: fmt.Sprintf("%d", 256),
},
},
IsPartitionKey: true,
})
marshaledSchema, err := proto.Marshal(schema)
s.NoError(err)

createCollectionStatus, err := c.Proxy.CreateCollection(ctx, &milvuspb.CreateCollectionRequest{
DbName: "",
CollectionName: collectionName,
Schema: marshaledSchema,
ShardsNum: common.DefaultShardsNum,
})
s.NoError(err)
s.Equal(int32(0), createCollectionStatus.GetCode())

// create index
createIndexStatus, err := c.Proxy.CreateIndex(ctx, &milvuspb.CreateIndexRequest{
CollectionName: collectionName,
FieldName: integration.FloatVecField,
IndexName: "_default",
ExtraParams: integration.ConstructIndexParam(dim, integration.IndexFaissIvfFlat, metric.L2),
})
s.NoError(err)
s.Equal(int32(0), createIndexStatus.GetCode())

s.WaitForIndexBuilt(ctx, collectionName, integration.FloatVecField)

// import
var files []*internalpb.ImportFile
err = os.MkdirAll(c.ChunkManager.RootPath(), os.ModePerm)
s.NoError(err)

filePath := fmt.Sprintf("/tmp/test_%d.parquet", rand.Int())
insertData, err := GenerateParquetFileAndReturnInsertData(filePath, schema, rowCount)
s.NoError(err)
defer os.Remove(filePath)
files = []*internalpb.ImportFile{
{
Paths: []string{
filePath,
},
},
}

importResp, err := c.Proxy.ImportV2(ctx, &internalpb.ImportRequest{
CollectionName: collectionName,
Files: files,
})
s.NoError(err)
s.Equal(int32(0), importResp.GetStatus().GetCode())
log.Info("Import result", zap.Any("importResp", importResp))

jobID := importResp.GetJobID()
err = WaitForImportDone(ctx, c, jobID)
s.NoError(err)

// load
loadStatus, err := c.Proxy.LoadCollection(ctx, &milvuspb.LoadCollectionRequest{
CollectionName: collectionName,
})
s.NoError(err)
s.Equal(commonpb.ErrorCode_Success, loadStatus.GetErrorCode())
s.WaitForLoad(ctx, collectionName)

segments, err := c.MetaWatcher.ShowSegments()
s.NoError(err)
s.NotEmpty(segments)
log.Info("Show segments", zap.Any("segments", segments))

// load refresh
loadStatus, err = c.Proxy.LoadCollection(ctx, &milvuspb.LoadCollectionRequest{
CollectionName: collectionName,
Refresh: true,
})
s.NoError(err)
s.Equal(commonpb.ErrorCode_Success, loadStatus.GetErrorCode())
s.WaitForLoadRefresh(ctx, "", collectionName)

// query partition key, TermExpr
queryNum := 10
partitionKeyData := insertData.Data[int64(102)].GetRows().([]string)
queryData := partitionKeyData[:queryNum]
strs := lo.Map(queryData, func(str string, _ int) string {
return fmt.Sprintf("\"%s\"", str)
})
str := strings.Join(strs, `,`)
expr := fmt.Sprintf("%s in [%v]", integration.VarCharField, str)
queryResult, err := c.Proxy.Query(ctx, &milvuspb.QueryRequest{
CollectionName: collectionName,
Expr: expr,
OutputFields: []string{integration.VarCharField},
})
err = merr.CheckRPCCall(queryResult, err)
s.NoError(err)
for _, data := range queryResult.GetFieldsData() {
if data.GetType() == schemapb.DataType_VarChar {
resData := data.GetScalars().GetStringData().GetData()
s.Equal(queryNum, len(resData))
s.ElementsMatch(resData, queryData)
}
}

// query partition key, CmpOp 1
expr = fmt.Sprintf("%s >= 0", integration.Int64Field)
queryResult, err = c.Proxy.Query(ctx, &milvuspb.QueryRequest{
CollectionName: collectionName,
Expr: expr,
OutputFields: []string{integration.VarCharField},
})
err = merr.CheckRPCCall(queryResult, err)
s.NoError(err)
for _, data := range queryResult.GetFieldsData() {
if data.GetType() == schemapb.DataType_VarChar {
resData := data.GetScalars().GetStringData().GetData()
s.Equal(rowCount, len(resData))
s.ElementsMatch(resData, partitionKeyData)
}
}

// query partition key, CmpOp 2
target := partitionKeyData[rand.Intn(rowCount)]
expr = fmt.Sprintf("%s == \"%s\"", integration.VarCharField, target)
queryResult, err = c.Proxy.Query(ctx, &milvuspb.QueryRequest{
CollectionName: collectionName,
Expr: expr,
OutputFields: []string{integration.VarCharField},
})
err = merr.CheckRPCCall(queryResult, err)
s.NoError(err)
for _, data := range queryResult.GetFieldsData() {
if data.GetType() == schemapb.DataType_VarChar {
resData := data.GetScalars().GetStringData().GetData()
s.Equal(1, len(resData))
s.Equal(resData[0], target)
}
}
}
17 changes: 11 additions & 6 deletions tests/integration/import/util_test.go
Original file line number Diff line number Diff line change
Expand Up @@ -46,33 +46,38 @@ import (
const dim = 128

func GenerateParquetFile(filePath string, schema *schemapb.CollectionSchema, numRows int) error {
_, err := GenerateParquetFileAndReturnInsertData(filePath, schema, numRows)
return err
}

func GenerateParquetFileAndReturnInsertData(filePath string, schema *schemapb.CollectionSchema, numRows int) (*storage.InsertData, error) {
w, err := os.OpenFile(filePath, os.O_RDWR|os.O_CREATE, 0o666)
if err != nil {
return err
return nil, err
}

pqSchema, err := pq.ConvertToArrowSchema(schema)
if err != nil {
return err
return nil, err
}
fw, err := pqarrow.NewFileWriter(pqSchema, w, parquet.NewWriterProperties(parquet.WithMaxRowGroupLength(int64(numRows))), pqarrow.DefaultWriterProps())
if err != nil {
return err
return nil, err
}
defer fw.Close()

insertData, err := testutil.CreateInsertData(schema, numRows)
if err != nil {
return err
return nil, err
}

columns, err := testutil.BuildArrayData(schema, insertData)
if err != nil {
return err
return nil, err
}

recordBatch := array.NewRecord(pqSchema, columns, int64(numRows))
return fw.Write(recordBatch)
return insertData, fw.Write(recordBatch)
}

func GenerateNumpyFiles(cm storage.ChunkManager, schema *schemapb.CollectionSchema, rowCount int) (*internalpb.ImportFile, error) {
Expand Down
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