diff --git a/client/column/columns.go b/client/column/columns.go index 78c606ce064..4d751128e3d 100644 --- a/client/column/columns.go +++ b/client/column/columns.go @@ -209,6 +209,9 @@ func FieldDataColumn(fd *schemapb.FieldData, begin, end int) (Column, error) { case schemapb.DataType_JSON: return parseScalarData(fd.GetFieldName(), fd.GetScalars().GetJsonData().GetData(), begin, end, validData, NewColumnJSONBytes, NewNullableColumnJSONBytes) + case schemapb.DataType_Geometry: + return parseScalarData(fd.GetFieldName(), fd.GetScalars().GetGeometryWktData().GetData(), begin, end, validData, NewColumnGeometryWKT, NewNullableColumnGeometryWKT) + case schemapb.DataType_FloatVector: vectors := fd.GetVectors() x, ok := vectors.GetData().(*schemapb.VectorField_FloatVector) diff --git a/client/column/conversion.go b/client/column/conversion.go index 0eedccadbec..28ebecb0a90 100644 --- a/client/column/conversion.go +++ b/client/column/conversion.go @@ -117,7 +117,8 @@ func values2FieldData[T any](values []T, fieldType entity.FieldType, dim int) *s entity.FieldTypeInt64, entity.FieldTypeVarChar, entity.FieldTypeString, - entity.FieldTypeJSON: + entity.FieldTypeJSON, + entity.FieldTypeGeometry: fd.Field = &schemapb.FieldData_Scalars{ Scalars: values2Scalars(values, fieldType), // scalars, } @@ -198,6 +199,12 @@ func values2Scalars[T any](values []T, fieldType entity.FieldType) *schemapb.Sca Data: data, }, } + case entity.FieldTypeGeometry: + var strVals []string + strVals, ok = any(values).([]string) + scalars.Data = &schemapb.ScalarField_GeometryWktData{ + GeometryWktData: &schemapb.GeometryWktArray{Data: strVals}, + } } // shall not be accessed if !ok { diff --git a/client/column/geometry.go b/client/column/geometry.go new file mode 100644 index 00000000000..2c53c2d2ce0 --- /dev/null +++ b/client/column/geometry.go @@ -0,0 +1,91 @@ +package column + +import ( + "github.com/cockroachdb/errors" + + "github.com/milvus-io/milvus-proto/go-api/v2/schemapb" + "github.com/milvus-io/milvus/client/v2/entity" +) + +type ColumnGeometryWKT struct { + *genericColumnBase[string] +} + +// Name returns column name. +func (c *ColumnGeometryWKT) Name() string { + return c.name +} + +// Type returns column entity.FieldType. +func (c *ColumnGeometryWKT) Type() entity.FieldType { + return entity.FieldTypeGeometry +} + +// Len returns column values length. +func (c *ColumnGeometryWKT) Len() int { + return len(c.values) +} + +func (c *ColumnGeometryWKT) Slice(start, end int) Column { + l := c.Len() + if start > l { + start = l + } + if end == -1 || end > l { + end = l + } + return &ColumnGeometryWKT{ + genericColumnBase: c.genericColumnBase.slice(start, end), + } +} + +// Get returns value at index as interface{}. +func (c *ColumnGeometryWKT) Get(idx int) (interface{}, error) { + if idx < 0 || idx >= c.Len() { + return nil, errors.New("index out of range") + } + return c.values[idx], nil +} + +func (c *ColumnGeometryWKT) GetAsString(idx int) (string, error) { + return c.ValueByIdx(idx) +} + +// FieldData return column data mapped to schemapb.FieldData. +func (c *ColumnGeometryWKT) FieldData() *schemapb.FieldData { + fd := c.genericColumnBase.FieldData() + return fd +} + +// ValueByIdx returns value of the provided index. +func (c *ColumnGeometryWKT) ValueByIdx(idx int) (string, error) { + if idx < 0 || idx >= c.Len() { + return "", errors.New("index out of range") + } + return c.values[idx], nil +} + +// AppendValue append value into column. +func (c *ColumnGeometryWKT) AppendValue(i interface{}) error { + s, ok := i.(string) + if !ok { + return errors.New("expect geometry WKT type(string)") + } + c.values = append(c.values, s) + return nil +} + +// Data returns column data. +func (c *ColumnGeometryWKT) Data() []string { + return c.values +} + +func NewColumnGeometryWKT(name string, values []string) *ColumnGeometryWKT { + return &ColumnGeometryWKT{ + genericColumnBase: &genericColumnBase[string]{ + name: name, + fieldType: entity.FieldTypeGeometry, + values: values, + }, + } +} diff --git a/client/column/geometry_test.go b/client/column/geometry_test.go new file mode 100644 index 00000000000..ffbf66083ea --- /dev/null +++ b/client/column/geometry_test.go @@ -0,0 +1,76 @@ +package column + +import ( + "fmt" + "math/rand" + "testing" + "time" + + "github.com/stretchr/testify/suite" + + "github.com/milvus-io/milvus/client/v2/entity" +) + +type ColumnGeometryWKTSuite struct { + suite.Suite +} + +func (s *ColumnGeometryWKTSuite) SetupSuite() { + rand.Seed(time.Now().UnixNano()) +} + +func (s *ColumnGeometryWKTSuite) TestAttrMethods() { + columnName := fmt.Sprintf("column_Geometrywkt_%d", rand.Int()) + columnLen := 8 + rand.Intn(10) + + v := make([]string, columnLen) + column := NewColumnGeometryWKT(columnName, v) + + s.Run("test_meta", func() { + ft := entity.FieldTypeGeometry + s.Equal("Geometry", ft.Name()) + s.Equal("Geometry", ft.String()) + pbName, pbType := ft.PbFieldType() + s.Equal("Geometry", pbName) + s.Equal("Geometry", pbType) + }) + + s.Run("test_column_attribute", func() { + s.Equal(columnName, column.Name()) + s.Equal(entity.FieldTypeGeometry, column.Type()) + s.Equal(columnLen, column.Len()) + s.EqualValues(v, column.Data()) + }) + + s.Run("test_column_field_data", func() { + fd := column.FieldData() + s.NotNil(fd) + s.Equal(fd.GetFieldName(), columnName) + }) + + s.Run("test_column_valuer_by_idx", func() { + _, err := column.ValueByIdx(-1) + s.Error(err) + _, err = column.ValueByIdx(columnLen) + s.Error(err) + for i := 0; i < columnLen; i++ { + v, err := column.ValueByIdx(i) + s.NoError(err) + s.Equal(column.values[i], v) + } + }) + + s.Run("test_append_value", func() { + item := "POINT (30.123 -10.456)" + err := column.AppendValue(item) + s.NoError(err) + s.Equal(columnLen+1, column.Len()) + val, err := column.ValueByIdx(columnLen) + s.NoError(err) + s.Equal(item, val) + }) +} + +func TestColumnGeometryWKT(t *testing.T) { + suite.Run(t, new(ColumnGeometryWKTSuite)) +} diff --git a/client/column/nullable.go b/client/column/nullable.go index 30803c80c6a..308bd52420a 100644 --- a/client/column/nullable.go +++ b/client/column/nullable.go @@ -18,16 +18,17 @@ package column var ( // scalars - NewNullableColumnBool NullableColumnCreateFunc[bool, *ColumnBool] = NewNullableColumnCreator(NewColumnBool).New - NewNullableColumnInt8 NullableColumnCreateFunc[int8, *ColumnInt8] = NewNullableColumnCreator(NewColumnInt8).New - NewNullableColumnInt16 NullableColumnCreateFunc[int16, *ColumnInt16] = NewNullableColumnCreator(NewColumnInt16).New - NewNullableColumnInt32 NullableColumnCreateFunc[int32, *ColumnInt32] = NewNullableColumnCreator(NewColumnInt32).New - NewNullableColumnInt64 NullableColumnCreateFunc[int64, *ColumnInt64] = NewNullableColumnCreator(NewColumnInt64).New - NewNullableColumnVarChar NullableColumnCreateFunc[string, *ColumnVarChar] = NewNullableColumnCreator(NewColumnVarChar).New - NewNullableColumnString NullableColumnCreateFunc[string, *ColumnString] = NewNullableColumnCreator(NewColumnString).New - NewNullableColumnFloat NullableColumnCreateFunc[float32, *ColumnFloat] = NewNullableColumnCreator(NewColumnFloat).New - NewNullableColumnDouble NullableColumnCreateFunc[float64, *ColumnDouble] = NewNullableColumnCreator(NewColumnDouble).New - NewNullableColumnJSONBytes NullableColumnCreateFunc[[]byte, *ColumnJSONBytes] = NewNullableColumnCreator(NewColumnJSONBytes).New + NewNullableColumnBool NullableColumnCreateFunc[bool, *ColumnBool] = NewNullableColumnCreator(NewColumnBool).New + NewNullableColumnInt8 NullableColumnCreateFunc[int8, *ColumnInt8] = NewNullableColumnCreator(NewColumnInt8).New + NewNullableColumnInt16 NullableColumnCreateFunc[int16, *ColumnInt16] = NewNullableColumnCreator(NewColumnInt16).New + NewNullableColumnInt32 NullableColumnCreateFunc[int32, *ColumnInt32] = NewNullableColumnCreator(NewColumnInt32).New + NewNullableColumnInt64 NullableColumnCreateFunc[int64, *ColumnInt64] = NewNullableColumnCreator(NewColumnInt64).New + NewNullableColumnVarChar NullableColumnCreateFunc[string, *ColumnVarChar] = NewNullableColumnCreator(NewColumnVarChar).New + NewNullableColumnString NullableColumnCreateFunc[string, *ColumnString] = NewNullableColumnCreator(NewColumnString).New + NewNullableColumnFloat NullableColumnCreateFunc[float32, *ColumnFloat] = NewNullableColumnCreator(NewColumnFloat).New + NewNullableColumnDouble NullableColumnCreateFunc[float64, *ColumnDouble] = NewNullableColumnCreator(NewColumnDouble).New + NewNullableColumnJSONBytes NullableColumnCreateFunc[[]byte, *ColumnJSONBytes] = NewNullableColumnCreator(NewColumnJSONBytes).New + NewNullableColumnGeometryWKT NullableColumnCreateFunc[string, *ColumnGeometryWKT] = NewNullableColumnCreator(NewColumnGeometryWKT).New // array NewNullableColumnBoolArray NullableColumnCreateFunc[[]bool, *ColumnBoolArray] = NewNullableColumnCreator(NewColumnBoolArray).New NewNullableColumnInt8Array NullableColumnCreateFunc[[]int8, *ColumnInt8Array] = NewNullableColumnCreator(NewColumnInt8Array).New diff --git a/client/entity/field.go b/client/entity/field.go index d16ca05814a..82f62400e17 100644 --- a/client/entity/field.go +++ b/client/entity/field.go @@ -54,6 +54,8 @@ func (t FieldType) Name() string { return "Array" case FieldTypeJSON: return "JSON" + case FieldTypeGeometry: + return "Geometry" case FieldTypeBinaryVector: return "BinaryVector" case FieldTypeFloatVector: @@ -92,6 +94,8 @@ func (t FieldType) String() string { return "Array" case FieldTypeJSON: return "JSON" + case FieldTypeGeometry: + return "Geometry" case FieldTypeBinaryVector: return "[]byte" case FieldTypeFloatVector: @@ -128,6 +132,8 @@ func (t FieldType) PbFieldType() (string, string) { return "VarChar", "string" case FieldTypeJSON: return "JSON", "JSON" + case FieldTypeGeometry: + return "Geometry", "Geometry" case FieldTypeBinaryVector: return "[]byte", "" case FieldTypeFloatVector: @@ -167,6 +173,8 @@ const ( FieldTypeArray FieldType = 22 // FieldTypeJSON field type JSON FieldTypeJSON FieldType = 23 + // FieldTypeGeometry field type Geometry + FieldTypeGeometry FieldType = 24 // FieldTypeBinaryVector field type binary vector FieldTypeBinaryVector FieldType = 100 // FieldTypeFloatVector field type float vector diff --git a/client/go.mod b/client/go.mod index 5103e5c38d7..b434f4acaf0 100644 --- a/client/go.mod +++ b/client/go.mod @@ -6,7 +6,7 @@ require ( github.com/blang/semver/v4 v4.0.0 github.com/cockroachdb/errors v1.9.1 github.com/grpc-ecosystem/go-grpc-middleware v1.3.0 - github.com/milvus-io/milvus-proto/go-api/v2 v2.5.17 + github.com/milvus-io/milvus-proto/go-api/v2 v2.5.18-0.20250822062940-e34629021786 github.com/milvus-io/milvus/pkg/v2 v2.5.7 github.com/quasilyte/go-ruleguard/dsl v0.3.22 github.com/samber/lo v1.27.0 diff --git a/client/go.sum b/client/go.sum index 794b019d1b0..c7e0f537a68 100644 --- a/client/go.sum +++ b/client/go.sum @@ -318,8 +318,8 @@ github.com/matttproud/golang_protobuf_extensions v1.0.4/go.mod h1:BSXmuO+STAnVfr github.com/mediocregopher/radix/v3 v3.4.2/go.mod h1:8FL3F6UQRXHXIBSPUs5h0RybMF8i4n7wVopoX3x7Bv8= github.com/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 v2.5.17 h1:LDOodBVtc2AYxcgc51vDwe+gJp96s6yhJLfdGbLrK+0= -github.com/milvus-io/milvus-proto/go-api/v2 v2.5.17/go.mod h1:/6UT4zZl6awVeXLeE7UGDWZvXj3IWkRsh3mqsn0DiAs= +github.com/milvus-io/milvus-proto/go-api/v2 v2.5.18-0.20250822062940-e34629021786 h1:GspXs2i+sm2GE4n46VRWBjSCQjqtJDIwwcye+gFyxZA= +github.com/milvus-io/milvus-proto/go-api/v2 v2.5.18-0.20250822062940-e34629021786/go.mod h1:/6UT4zZl6awVeXLeE7UGDWZvXj3IWkRsh3mqsn0DiAs= github.com/milvus-io/milvus/pkg/v2 v2.5.7 h1:b45jq1s1v03AekFucs2/dkkXohB57gEx7gspJuAkfbY= github.com/milvus-io/milvus/pkg/v2 v2.5.7/go.mod h1:pImw1IGNS7k/5yvlZV2tZi5vZu1VQRlQij+r39d+XnI= github.com/mitchellh/cli v1.0.0/go.mod h1:hNIlj7HEI86fIcpObd7a0FcrxTWetlwJDGcceTlRvqc= diff --git a/client/index/common.go b/client/index/common.go index 214abdb8ce8..654c42239da 100644 --- a/client/index/common.go +++ b/client/index/common.go @@ -65,4 +65,5 @@ const ( Sorted IndexType = "STL_SORT" Inverted IndexType = "INVERTED" BITMAP IndexType = "BITMAP" + RTREE IndexType = "RTREE" ) diff --git a/client/index/rtree.go b/client/index/rtree.go new file mode 100644 index 00000000000..a01c7c4995a --- /dev/null +++ b/client/index/rtree.go @@ -0,0 +1,70 @@ +// 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 index + +var _ Index = rtreeIndex{} + +// rtreeIndex represents an RTree index for geometry fields +type rtreeIndex struct { + baseIndex +} + +func (idx rtreeIndex) Params() map[string]string { + params := map[string]string{ + IndexTypeKey: string(RTREE), + } + return params +} + +// NewRTreeIndex creates a new RTree index with default parameters +func NewRTreeIndex() Index { + return rtreeIndex{ + baseIndex: baseIndex{ + indexType: RTREE, + }, + } +} + +// NewRTreeIndexWithParams creates a new RTree index with custom parameters +func NewRTreeIndexWithParams() Index { + return rtreeIndex{ + baseIndex: baseIndex{ + indexType: RTREE, + }, + } +} + +// RTreeIndexBuilder provides a fluent API for building RTree indexes +type RTreeIndexBuilder struct { + index rtreeIndex +} + +// NewRTreeIndexBuilder creates a new RTree index builder +func NewRTreeIndexBuilder() *RTreeIndexBuilder { + return &RTreeIndexBuilder{ + index: rtreeIndex{ + baseIndex: baseIndex{ + indexType: RTREE, + }, + }, + } +} + +// Build returns the constructed RTree index +func (b *RTreeIndexBuilder) Build() Index { + return b.index +} diff --git a/client/index/rtree_test.go b/client/index/rtree_test.go new file mode 100644 index 00000000000..7f0bcfc3881 --- /dev/null +++ b/client/index/rtree_test.go @@ -0,0 +1,77 @@ +// 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 index + +import ( + "testing" + + "github.com/stretchr/testify/suite" +) + +type RTreeIndexSuite struct { + suite.Suite +} + +func (s *RTreeIndexSuite) TestNewRTreeIndex() { + idx := NewRTreeIndex() + s.Equal(RTREE, idx.IndexType()) + + params := idx.Params() + s.Equal(string(RTREE), params[IndexTypeKey]) +} + +func (s *RTreeIndexSuite) TestNewRTreeIndexWithParams() { + idx := NewRTreeIndexWithParams() + s.Equal(RTREE, idx.IndexType()) + + params := idx.Params() + s.Equal(string(RTREE), params[IndexTypeKey]) +} + +func (s *RTreeIndexSuite) TestRTreeIndexBuilder() { + idx := NewRTreeIndexBuilder(). + Build() + + s.Equal(RTREE, idx.IndexType()) + + params := idx.Params() + s.Equal(string(RTREE), params[IndexTypeKey]) +} + +func (s *RTreeIndexSuite) TestRTreeIndexBuilderDefaults() { + idx := NewRTreeIndexBuilder().Build() + s.Equal(RTREE, idx.IndexType()) + + params := idx.Params() + s.Equal(string(RTREE), params[IndexTypeKey]) +} + +func (s *RTreeIndexSuite) TestRTreeIndexBuilderChaining() { + builder := NewRTreeIndexBuilder() + + // Test method chaining + result := builder.Build() + + s.Equal(RTREE, result.IndexType()) + + params := result.Params() + s.Equal(string(RTREE), params[IndexTypeKey]) +} + +func TestRTreeIndex(t *testing.T) { + suite.Run(t, new(RTreeIndexSuite)) +} diff --git a/client/milvusclient/client_suite_test.go b/client/milvusclient/client_suite_test.go index 6c452575f87..9c444a540b3 100644 --- a/client/milvusclient/client_suite_test.go +++ b/client/milvusclient/client_suite_test.go @@ -212,6 +212,22 @@ func (s *MockSuiteBase) getJSONBytesFieldData(name string, data [][]byte, isDyna } } +func (s *MockSuiteBase) getGeometryWktFieldData(name string, data []string) *schemapb.FieldData { + return &schemapb.FieldData{ + Type: schemapb.DataType_Geometry, + FieldName: name, + Field: &schemapb.FieldData_Scalars{ + Scalars: &schemapb.ScalarField{ + Data: &schemapb.ScalarField_GeometryWktData{ + GeometryWktData: &schemapb.GeometryWktArray{ + Data: data, + }, + }, + }, + }, + } +} + func (s *MockSuiteBase) getFloatVectorFieldData(name string, dim int64, data []float32) *schemapb.FieldData { return &schemapb.FieldData{ Type: schemapb.DataType_FloatVector, diff --git a/go.mod b/go.mod index 9af2cdcf681..4ade37d2623 100644 --- a/go.mod +++ b/go.mod @@ -4,10 +4,11 @@ go 1.24.4 require ( github.com/Azure/azure-sdk-for-go/sdk/azcore v1.11.1 - github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.6.0 + github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.7.0 github.com/Azure/azure-sdk-for-go/sdk/storage/azblob v1.1.0 github.com/aliyun/credentials-go v1.2.7 github.com/apache/arrow/go/v12 v12.0.1 + github.com/apache/pulsar-client-go v0.6.1-0.20210728062540-29414db801a7 // indirect github.com/bits-and-blooms/bloom/v3 v3.3.1 github.com/blang/semver/v4 v4.0.0 github.com/casbin/casbin/v2 v2.44.2 @@ -21,7 +22,7 @@ require ( github.com/grpc-ecosystem/go-grpc-middleware v1.3.0 github.com/klauspost/compress v1.18.0 github.com/mgutz/ansi v0.0.0-20200706080929-d51e80ef957d - github.com/milvus-io/milvus-proto/go-api/v2 v2.5.17 + github.com/milvus-io/milvus-proto/go-api/v2 v2.5.18-0.20250822062940-e34629021786 github.com/minio/minio-go/v7 v7.0.73 github.com/panjf2000/ants/v2 v2.11.3 // indirect github.com/pingcap/log v1.1.1-0.20221015072633-39906604fb81 @@ -35,6 +36,7 @@ require ( github.com/spf13/cast v1.3.1 github.com/spf13/viper v1.8.1 github.com/stretchr/testify v1.10.0 + github.com/tecbot/gorocksdb v0.0.0-20191217155057-f0fad39f321c // indirect github.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/common v1.0.865 github.com/tikv/client-go/v2 v2.0.4 go.etcd.io/etcd/api/v3 v3.5.5 @@ -61,7 +63,7 @@ require ( github.com/bits-and-blooms/bitset v1.10.0 github.com/bytedance/mockey v1.2.14 github.com/bytedance/sonic v1.13.2 - github.com/cenkalti/backoff/v4 v4.2.1 + github.com/cenkalti/backoff/v4 v4.3.0 github.com/cockroachdb/redact v1.1.3 github.com/goccy/go-json v0.10.3 github.com/google/uuid v1.6.0 @@ -73,6 +75,7 @@ require ( github.com/remeh/sizedwaitgroup v1.0.0 github.com/shirou/gopsutil/v4 v4.24.10 github.com/tidwall/gjson v1.17.1 + github.com/twpayne/go-geom v1.5.7 github.com/valyala/fastjson v1.6.4 github.com/zeebo/xxh3 v1.0.2 go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.49.0 @@ -98,7 +101,6 @@ require ( github.com/alibabacloud-go/debug v0.0.0-20190504072949-9472017b5c68 // indirect github.com/alibabacloud-go/tea v1.1.8 // indirect github.com/andybalholm/brotli v1.0.4 // indirect - github.com/apache/pulsar-client-go v0.6.1-0.20210728062540-29414db801a7 // indirect github.com/apache/thrift v0.18.1 // indirect github.com/ardielle/ardielle-go v1.5.2 // indirect github.com/benesch/cgosymbolizer v0.0.0-20190515212042-bec6fe6e597b // indirect @@ -117,7 +119,7 @@ require ( github.com/danieljoos/wincred v1.1.2 // indirect github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc // indirect github.com/dgryski/go-farm v0.0.0-20190423205320-6a90982ecee2 // indirect - github.com/docker/go-units v0.4.0 // indirect + github.com/docker/go-units v0.5.0 // indirect github.com/dustin/go-humanize v1.0.1 // indirect github.com/dvsekhvalnov/jose2go v1.6.0 // indirect github.com/ebitengine/purego v0.8.1 // indirect @@ -131,7 +133,7 @@ require ( github.com/go-ini/ini v1.67.0 // 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-ole/go-ole v1.3.0 // indirect github.com/go-playground/locales v0.14.1 // indirect github.com/go-playground/universal-translator v0.18.1 // indirect github.com/godbus/dbus v0.0.0-20190726142602-4481cbc300e2 // indirect @@ -151,7 +153,7 @@ require ( github.com/gorilla/websocket v1.4.2 // 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/grpc-ecosystem/grpc-gateway/v2 v2.20.0 // indirect github.com/gsterjov/go-libsecret v0.0.0-20161001094733-a6f4afe4910c // indirect github.com/hashicorp/errwrap v1.0.0 // indirect github.com/hashicorp/go-multierror v1.1.1 // indirect @@ -167,8 +169,8 @@ require ( github.com/kylelemons/godebug v1.1.0 // indirect github.com/leodido/go-urn v1.2.4 // indirect github.com/linkedin/goavro/v2 v2.11.1 // indirect - github.com/lufia/plan9stats v0.0.0-20211012122336-39d0f177ccd0 // indirect - github.com/magiconair/properties v1.8.5 // indirect + github.com/lufia/plan9stats v0.0.0-20240226150601-1dcf7310316a // indirect + github.com/magiconair/properties v1.8.7 // indirect github.com/mattn/go-colorable v0.1.11 // indirect github.com/mattn/go-isatty v0.0.19 // indirect github.com/matttproud/golang_protobuf_extensions v1.0.4 // indirect @@ -197,12 +199,13 @@ require ( github.com/pingcap/kvproto v0.0.0-20221129023506-621ec37aac7a // indirect github.com/pkg/browser v0.0.0-20240102092130-5ac0b6a4141c // indirect github.com/pmezard/go-difflib v1.0.0 // indirect - github.com/power-devops/perfstat v0.0.0-20210106213030-5aafc221ea8c // indirect + github.com/power-devops/perfstat v0.0.0-20240221224432-82ca36839d55 // indirect github.com/prometheus/procfs v0.9.0 // indirect github.com/remyoudompheng/bigfft v0.0.0-20230129092748-24d4a6f8daec // indirect github.com/rogpeppe/go-internal v1.12.0 // indirect github.com/rs/xid v1.5.0 // indirect - github.com/shirou/gopsutil/v3 v3.22.9 // indirect + github.com/shirou/gopsutil/v3 v3.24.2 // indirect + github.com/shoenig/go-m1cpu v0.1.6 // indirect github.com/sirupsen/logrus v1.9.3 // indirect github.com/smartystreets/assertions v1.2.0 // indirect github.com/smartystreets/goconvey v1.7.2 // indirect @@ -214,13 +217,12 @@ require ( github.com/streamnative/pulsarctl v0.5.0 // indirect github.com/stretchr/objx v0.5.2 // indirect github.com/subosito/gotenv v1.2.0 // indirect - github.com/tecbot/gorocksdb v0.0.0-20191217155057-f0fad39f321c // indirect github.com/tiancaiamao/gp v0.0.0-20221230034425-4025bc8a4d4a // indirect github.com/tidwall/match v1.1.1 // indirect github.com/tidwall/pretty v1.2.0 // indirect github.com/tikv/pd/client v0.0.0-20221031025758-80f0d8ca4d07 // indirect - github.com/tklauser/go-sysconf v0.3.12 // indirect - github.com/tklauser/numcpus v0.6.1 // indirect + github.com/tklauser/go-sysconf v0.3.13 // indirect + github.com/tklauser/numcpus v0.7.0 // indirect github.com/tmc/grpc-websocket-proxy v0.0.0-20201229170055-e5319fda7802 // indirect github.com/twitchyliquid64/golang-asm v0.15.1 // indirect github.com/twmb/murmur3 v1.1.6 // indirect @@ -237,13 +239,13 @@ require ( go.opencensus.io v0.24.0 // indirect go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.49.0 // indirect go.opentelemetry.io/otel/exporters/jaeger v1.13.0 // 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/exporters/otlp/otlptrace v1.28.0 // indirect + go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.28.0 // indirect go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp v1.20.0 // indirect go.opentelemetry.io/otel/exporters/stdout/stdouttrace 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/proto/otlp v1.0.0 // indirect + go.opentelemetry.io/proto/otlp v1.3.1 // indirect go.uber.org/automaxprocs v1.6.0 // indirect golang.org/x/arch v0.11.0 // indirect golang.org/x/mod v0.17.0 // indirect @@ -254,7 +256,7 @@ require ( golang.org/x/xerrors v0.0.0-20220907171357-04be3eba64a2 // indirect gonum.org/v1/gonum v0.11.0 // indirect google.golang.org/genproto v0.0.0-20240624140628-dc46fd24d27d // indirect - google.golang.org/genproto/googleapis/api v0.0.0-20240617180043-68d350f18fd4 // indirect + google.golang.org/genproto/googleapis/api v0.0.0-20240701130421-f6361c86f094 // indirect google.golang.org/genproto/googleapis/rpc v0.0.0-20240730163845-b1a4ccb954bf // indirect gopkg.in/inf.v0 v0.9.1 // indirect gopkg.in/ini.v1 v1.67.0 // indirect diff --git a/go.sum b/go.sum index dc50bf90d35..a20787bee01 100644 --- a/go.sum +++ b/go.sum @@ -61,8 +61,8 @@ github.com/AthenZ/athenz v1.10.39 h1:mtwHTF/v62ewY2Z5KWhuZgVXftBej1/Tn80zx4DcawY github.com/AthenZ/athenz v1.10.39/go.mod h1:3Tg8HLsiQZp81BJY58JBeU2BR6B/H4/0MQGfCwhHNEA= github.com/Azure/azure-sdk-for-go/sdk/azcore v1.11.1 h1:E+OJmp2tPvt1W+amx48v1eqbjDYsgN+RzP4q16yV5eM= github.com/Azure/azure-sdk-for-go/sdk/azcore v1.11.1/go.mod h1:a6xsAQUZg+VsS3TJ05SRp524Hs4pZ/AeFSr5ENf0Yjo= -github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.6.0 h1:U2rTu3Ef+7w9FHKIAXM6ZyqF3UOWJZ12zIm8zECAFfg= -github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.6.0/go.mod h1:9kIvujWAA58nmPmWB1m23fyWic1kYZMxD9CxaWn4Qpg= +github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.7.0 h1:tfLQ34V6F7tVSwoTf/4lH5sE0o6eCJuNDTmH09nDpbc= +github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.7.0/go.mod h1:9kIvujWAA58nmPmWB1m23fyWic1kYZMxD9CxaWn4Qpg= github.com/Azure/azure-sdk-for-go/sdk/internal v1.8.0 h1:jBQA3cKT4L2rWMpgE7Yt3Hwh2aUj8KXjIGLxjHeYNNo= github.com/Azure/azure-sdk-for-go/sdk/internal v1.8.0/go.mod h1:4OG6tQ9EOP/MT0NMjDlRzWoVFxfu9rN9B2X+tlSVktg= github.com/Azure/azure-sdk-for-go/sdk/resourcemanager/storage/armstorage v1.2.0 h1:Ma67P/GGprNwsslzEH6+Kb8nybI8jpDTm4Wmzu2ReK8= @@ -77,6 +77,8 @@ github.com/BurntSushi/toml v1.2.1/go.mod h1:CxXYINrC8qIiEnFrOxCa7Jy5BFHlXnUU2pbi 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/DATA-DOG/go-sqlmock v1.5.2 h1:OcvFkGmslmlZibjAjaHm3L//6LiuBgolP7OputlJIzU= +github.com/DATA-DOG/go-sqlmock v1.5.2/go.mod h1:88MAG/4G7SMwSE3CeA0ZKzrT5CiOU3OJ+JlNzwDqpNU= github.com/DataDog/zstd v1.5.0 h1:+K/VEwIAaPcHiMtQvpLD4lqW7f0Gk3xdYZmI1hD+CXo= github.com/DataDog/zstd v1.5.0/go.mod h1:g4AWEaM3yOg3HYfnJ3YIawPnVdXJh9QME85blwSAmyw= github.com/JohnCGriffin/overflow v0.0.0-20211019200055-46fa312c352c h1:RGWPOewvKIROun94nF7v2cua9qP+thov/7M50KEoeSU= @@ -93,6 +95,10 @@ github.com/actgardner/gogen-avro/v10 v10.2.1/go.mod h1:QUhjeHPchheYmMDni/Nx7VB0R github.com/actgardner/gogen-avro/v9 v9.1.0/go.mod h1:nyTj6wPqDJoxM3qdnjcLv+EnMDSDFqE0qDpva2QRmKc= github.com/ajg/form v1.5.1/go.mod h1:uL1WgH+h2mgNtvBq0339dVnzXdBETtL2LeUXaIv25UY= github.com/ajstarks/svgo v0.0.0-20180226025133-644b8db467af/go.mod h1:K08gAheRH3/J6wwsYMMT4xOr94bZjxIelGM0+d/wbFw= +github.com/alecthomas/assert/v2 v2.10.0 h1:jjRCHsj6hBJhkmhznrCzoNpbA3zqy0fYiUcYZP/GkPY= +github.com/alecthomas/assert/v2 v2.10.0/go.mod h1:Bze95FyfUr7x34QZrjL+XP+0qgp/zg8yS+TtBj1WA3k= +github.com/alecthomas/repr v0.4.0 h1:GhI2A8MACjfegCPVq9f1FLvIBS+DrQ2KQBFZP1iFzXc= +github.com/alecthomas/repr v0.4.0/go.mod h1:Fr0507jx4eOXV7AlPV6AVZLYrLIuIeSOWtW57eE/O/4= 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= @@ -155,8 +161,8 @@ github.com/casbin/casbin/v2 v2.44.2/go.mod h1:vByNa/Fchek0KZUgG5wEsl7iFsiviAYKRt github.com/casbin/json-adapter/v2 v2.0.0 h1:nOCN3TK1CJKSNQQ/MnakbU9/cUcNR3N0AxBDnEBLSDI= github.com/casbin/json-adapter/v2 v2.0.0/go.mod h1:LvsfPXXr8CD0ZFucAxawcY9Xb0FtLk3mozJ1qcSTUD4= 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/cenkalti/backoff/v4 v4.3.0 h1:MyRJ/UdXutAwSAT+s3wNd7MfTIcy71VQueUuFK343L8= +github.com/cenkalti/backoff/v4 v4.3.0/go.mod h1:Y3VNntkOUPxTVeUxJ/G5vcM//AlwfmyYozVcomhLiZE= github.com/census-instrumentation/opencensus-proto v0.2.1/go.mod h1:f6KPmirojxKA12rnyqOA5BBL4O983OfeGPqjHWSTneU= github.com/certifi/gocertifi v0.0.0-20191021191039-0944d244cd40/go.mod h1:sGbDF6GwGcLpkNXPUTkMRoywsNa/ol15pxFe6ERfguA= github.com/certifi/gocertifi v0.0.0-20200922220541-2c3bb06c6054/go.mod h1:sGbDF6GwGcLpkNXPUTkMRoywsNa/ol15pxFe6ERfguA= @@ -227,8 +233,8 @@ github.com/dgryski/go-farm v0.0.0-20190423205320-6a90982ecee2/go.mod h1:SqUrOPUn github.com/dgryski/go-sip13 v0.0.0-20181026042036-e10d5fee7954/go.mod h1:vAd38F8PWV+bWy6jNmig1y/TA+kYO4g3RSRF0IAv0no= github.com/dimfeld/httptreemux v5.0.1+incompatible h1:Qj3gVcDNoOthBAqftuD596rm4wg/adLLz5xh5CmpiCA= github.com/dimfeld/httptreemux v5.0.1+incompatible/go.mod h1:rbUlSV+CCpv/SuqUTP/8Bk2O3LyUV436/yaRGkhP6Z0= -github.com/docker/go-units v0.4.0 h1:3uh0PgVws3nIA0Q+MwDC8yjEPf9zjRfZZWXZYDct3Tw= -github.com/docker/go-units v0.4.0/go.mod h1:fgPhTUdO+D/Jk86RDLlptpiXQzgHJF7gydDDbaIK4Dk= +github.com/docker/go-units v0.5.0 h1:69rxXcBk27SvSaaxTtLh/8llcHD8vYHT7WSdRZ/jvr4= +github.com/docker/go-units v0.5.0/go.mod h1:fgPhTUdO+D/Jk86RDLlptpiXQzgHJF7gydDDbaIK4Dk= github.com/dustin/go-humanize v1.0.0/go.mod h1:HtrtbFcZ19U5GC7JDqmcUSB87Iq5E25KnS6fMYU6eOk= github.com/dustin/go-humanize v1.0.1 h1:GzkhY7T5VNhEkwH0PVJgjz+fX1rhBrR7pRT3mDkpeCY= github.com/dustin/go-humanize v1.0.1/go.mod h1:Mu1zIs6XwVuF/gI1OepvI0qD18qycQx+mFykh5fBlto= @@ -314,8 +320,9 @@ github.com/go-logr/logr v1.4.2/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ4 github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag= github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE= github.com/go-martini/martini 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-ole/go-ole v1.3.0 h1:Dt6ye7+vXGIKZ7Xtk4s6/xVdGDQynvom7xCFEdWr6uE= +github.com/go-ole/go-ole v1.3.0/go.mod h1:5LS6F96DhAwUc7C+1HLexzMXY1xGRSryjyPPKW6zv78= github.com/go-playground/assert/v2 v2.2.0 h1:JvknZsQTYeFEAhQwI4qEt9cyV5ONwRHC+lYKSsYSR8s= github.com/go-playground/assert/v2 v2.2.0/go.mod h1:VDjEfimB/XKnb+ZQfWdccd7VUvScMdVu0Titje2rxJ4= github.com/go-playground/locales v0.14.1 h1:EWaQ/wswjilfKLTECiXz7Rh+3BjFhfDFKv/oXslEjJA= @@ -354,8 +361,6 @@ github.com/golang-jwt/jwt/v5 v5.2.2 h1:Rl4B7itRWVtYIHFrSNd7vhTiz9UpLdi6gZhZ3wEeD github.com/golang-jwt/jwt/v5 v5.2.2/go.mod h1:pqrtFR0X4osieyHYxtmOUWsAWrfe1Q5UVIyoH402zdk= github.com/golang/freetype v0.0.0-20170609003504-e2365dfdc4a0/go.mod h1:E/TSTwGwJL78qG/PmXZO1EjYhfJinVAhrmmHX6Z8B9k= github.com/golang/glog v0.0.0-20160126235308-23def4e6c14b/go.mod h1:SBH7ygxi8pfUlaOkMMuAQtPIUF8ecWP5IEl/CR7VP2Q= -github.com/golang/glog v1.2.1 h1:OptwRhECazUx5ix5TTWC3EZhsZEHWcYWY4FQHTIubm4= -github.com/golang/glog v1.2.1/go.mod h1:6AhwSGph0fcJtXVM/PEHPqZlFeoLxhs7/t5UDAwmO+w= github.com/golang/groupcache v0.0.0-20190129154638-5b532d6fd5ef/go.mod h1:cIg4eruTrX1D+g88fzRXU5OdNfaM+9IcxsU14FzY7Hc= github.com/golang/groupcache v0.0.0-20190702054246-869f871628b6/go.mod h1:cIg4eruTrX1D+g88fzRXU5OdNfaM+9IcxsU14FzY7Hc= github.com/golang/groupcache v0.0.0-20191227052852-215e87163ea7/go.mod h1:cIg4eruTrX1D+g88fzRXU5OdNfaM+9IcxsU14FzY7Hc= @@ -473,8 +478,8 @@ github.com/grpc-ecosystem/grpc-gateway v1.9.0/go.mod h1:vNeuVxBJEsws4ogUvrchl83t github.com/grpc-ecosystem/grpc-gateway v1.12.1/go.mod h1:8XEsbTttt/W+VvjtQhLACqCisSPWTxCZ7sBRjU6iH9c= github.com/grpc-ecosystem/grpc-gateway v1.16.0 h1:gmcG1KaJ57LophUzW0Hy8NmPhnMZb4M0+kPpLofRdBo= github.com/grpc-ecosystem/grpc-gateway v1.16.0/go.mod h1:BDjrQk3hbvj6Nolgz8mAMFbcEtjT1g+wF4CSlocrBnw= -github.com/grpc-ecosystem/grpc-gateway/v2 v2.16.0 h1:YBftPWNWd4WwGqtY2yeZL2ef8rHAxPBD8KFhJpmcqms= -github.com/grpc-ecosystem/grpc-gateway/v2 v2.16.0/go.mod h1:YN5jB8ie0yfIUg6VvR9Kz84aCaG7AsGZnLjhHbUqwPg= +github.com/grpc-ecosystem/grpc-gateway/v2 v2.20.0 h1:bkypFPDjIYGfCYD5mRBvpqxfYX1YCS1PXdKYWi8FsN0= +github.com/grpc-ecosystem/grpc-gateway/v2 v2.20.0/go.mod h1:P+Lt/0by1T8bfcF3z737NnSbmxQAppXMRziHUxPOC8k= github.com/gsterjov/go-libsecret v0.0.0-20161001094733-a6f4afe4910c h1:6rhixN/i8ZofjG1Y75iExal34USq5p+wiN1tpie8IrU= github.com/gsterjov/go-libsecret v0.0.0-20161001094733-a6f4afe4910c/go.mod h1:NMPJylDgVpX0MLRlPy15sqSwOFv/U1GZ2m21JhFfek0= github.com/hamba/avro v1.5.6/go.mod h1:3vNT0RLXXpFm2Tb/5KC71ZRJlOroggq1Rcitb6k4Fr8= @@ -506,6 +511,8 @@ github.com/hashicorp/mdns v1.0.0/go.mod h1:tL+uN++7HEJ6SQLQ2/p+z2pH24WQKWjBPkE0m github.com/hashicorp/memberlist v0.1.3/go.mod h1:ajVTdAv/9Im8oMAAj5G31PhhMCZJV2pPBoIllUwCN7I= github.com/hashicorp/serf v0.8.2/go.mod h1:6hOLApaqBFA1NXqRQAsxw9QxuDEvNxSQRwA/JwenrHc= github.com/heetch/avro v0.3.1/go.mod h1:4xn38Oz/+hiEUTpbVfGVLfvOg0yKLlRP7Q9+gJJILgA= +github.com/hexops/gotextdiff v1.0.3 h1:gitA9+qJrrTCsiCl7+kh75nPqQt1cx4ZkudSTLoUqJM= +github.com/hexops/gotextdiff v1.0.3/go.mod h1:pSWU5MAI3yDq+fZBTazCSJysOMbxWL1BSow5/V2vxeg= github.com/hpcloud/tail v1.0.0/go.mod h1:ab1qPbhIpdTxEkNHXyeSf5vhxWSCs/tWer42PpOxQnU= github.com/hydrogen18/memlistener v0.0.0-20200120041712-dcc25e7acd91/go.mod h1:qEIFzExnS6016fRpRfxrExeVn2gbClQA99gQhnIcdhE= github.com/iancoleman/orderedmap v0.0.0-20190318233801-ac98e3ecb4b0/go.mod h1:N0Wam8K1arqPXNWjMo21EXnBPOPp36vB07FNRdD2geA= @@ -601,12 +608,14 @@ github.com/linkedin/goavro/v2 v2.10.0/go.mod h1:UgQUb2N/pmueQYH9bfqFioWxzYCZXSfF github.com/linkedin/goavro/v2 v2.10.1/go.mod h1:UgQUb2N/pmueQYH9bfqFioWxzYCZXSfF8Jw03O5sjqA= github.com/linkedin/goavro/v2 v2.11.1 h1:4cuAtbDfqkKnBXp9E+tRkIJGa6W6iAjwonwt8O1f4U0= github.com/linkedin/goavro/v2 v2.11.1/go.mod h1:UgQUb2N/pmueQYH9bfqFioWxzYCZXSfF8Jw03O5sjqA= -github.com/lufia/plan9stats v0.0.0-20211012122336-39d0f177ccd0 h1:6E+4a0GO5zZEnZ81pIr0yLvtUWk2if982qA3F3QD6H4= github.com/lufia/plan9stats v0.0.0-20211012122336-39d0f177ccd0/go.mod h1:zJYVVT2jmtg6P3p1VtQj7WsuWi/y4VnjVBn7F8KPB3I= +github.com/lufia/plan9stats v0.0.0-20240226150601-1dcf7310316a h1:3Bm7EwfUQUvhNeKIkUct/gl9eod1TcXuj8stxvi/GoI= +github.com/lufia/plan9stats v0.0.0-20240226150601-1dcf7310316a/go.mod h1:ilwx/Dta8jXAgpFYFvSWEMwxmbWXyiUHkd5FwyKhb5k= github.com/magiconair/properties v1.8.0/go.mod h1:PppfXfuXeibc/6YijjN8zIbojt8czPbwD3XqdrwzmxQ= github.com/magiconair/properties v1.8.1/go.mod h1:PppfXfuXeibc/6YijjN8zIbojt8czPbwD3XqdrwzmxQ= -github.com/magiconair/properties v1.8.5 h1:b6kJs+EmPFMYGkow9GiUyCyOvIwYetYJ3fSaWak/Gls= github.com/magiconair/properties v1.8.5/go.mod h1:y3VJvCyxH9uVvJTWEGAELF3aiYNyPKd5NZ3oSwXrF60= +github.com/magiconair/properties v1.8.7 h1:IeQXZAiQcpL9mgcAe1Nu6cX9LLw6ExEHKjN0VQdvPDY= +github.com/magiconair/properties v1.8.7/go.mod h1:Dhd985XPs7jluiymwWYZ0G4Z61jb3vdS329zhj2hYo0= github.com/mattn/go-colorable v0.0.9/go.mod h1:9vuHe8Xs5qXnSaW/c/ABM9alt+Vo+STaOChaDxuIBZU= github.com/mattn/go-colorable v0.1.2/go.mod h1:U0ppj6V5qS13XJ6of8GYAs25YV2eR4EVcfRqFIhoBtE= github.com/mattn/go-colorable v0.1.8/go.mod h1:u6P/XSegPjTcexA+o6vUJrdnUu04hMope9wVRipJSqc= @@ -641,6 +650,8 @@ github.com/milvus-io/gorocksdb v0.0.0-20220624081344-8c5f4212846b h1:TfeY0NxYxZz github.com/milvus-io/gorocksdb v0.0.0-20220624081344-8c5f4212846b/go.mod h1:iwW+9cWfIzzDseEBCCeDSN5SD16Tidvy8cwQ7ZY8Qj4= github.com/milvus-io/milvus-proto/go-api/v2 v2.5.17 h1:LDOodBVtc2AYxcgc51vDwe+gJp96s6yhJLfdGbLrK+0= github.com/milvus-io/milvus-proto/go-api/v2 v2.5.17/go.mod h1:/6UT4zZl6awVeXLeE7UGDWZvXj3IWkRsh3mqsn0DiAs= +github.com/milvus-io/milvus-proto/go-api/v2 v2.5.18-0.20250822062940-e34629021786 h1:GspXs2i+sm2GE4n46VRWBjSCQjqtJDIwwcye+gFyxZA= +github.com/milvus-io/milvus-proto/go-api/v2 v2.5.18-0.20250822062940-e34629021786/go.mod h1:/6UT4zZl6awVeXLeE7UGDWZvXj3IWkRsh3mqsn0DiAs= github.com/milvus-io/pulsar-client-go v0.12.1 h1:O2JZp1tsYiO7C0MQ4hrUY/aJXnn2Gry6hpm7UodghmE= github.com/milvus-io/pulsar-client-go v0.12.1/go.mod h1:dkutuH4oS2pXiGm+Ti7fQZ4MRjrMPZ8IJeEGAWMeckk= github.com/minio/asm2plan9s v0.0.0-20200509001527-cdd76441f9d8 h1:AMFGa4R4MiIpspGNG7Z948v4n35fFGB3RR3G/ry4FWs= @@ -747,8 +758,9 @@ github.com/pkg/sftp v1.10.1/go.mod h1:lYOWFsE0bwd1+KfKJaKeuokY15vzFx25BLbzYYoAxZ github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM= github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4= github.com/posener/complete v1.1.1/go.mod h1:em0nMJCgc9GFtwrmVmEMR/ZL6WyhyjMBndrE9hABlRI= -github.com/power-devops/perfstat v0.0.0-20210106213030-5aafc221ea8c h1:ncq/mPwQF4JjgDlrVEn3C11VoGHZN7m8qihwgMEtzYw= github.com/power-devops/perfstat v0.0.0-20210106213030-5aafc221ea8c/go.mod h1:OmDBASR4679mdNQnz2pUhc2G8CO2JrUAVFDRBDP/hJE= +github.com/power-devops/perfstat v0.0.0-20240221224432-82ca36839d55 h1:o4JXh1EVt9k/+g42oCprj/FisM4qX9L3sZB3upGN2ZU= +github.com/power-devops/perfstat v0.0.0-20240221224432-82ca36839d55/go.mod h1:OmDBASR4679mdNQnz2pUhc2G8CO2JrUAVFDRBDP/hJE= github.com/prashantv/gostub v1.1.0 h1:BTyx3RfQjRHnUWaGF9oQos79AlQ5k8WNktv7VGvVH4g= github.com/prashantv/gostub v1.1.0/go.mod h1:A5zLQHz7ieHGG7is6LLXLz7I8+3LZzsrV0P1IAHhP5U= github.com/prometheus/client_golang v0.9.1/go.mod h1:7SWBe2y4D6OKWSNQJUaRYU/AaXPKyh/dDVn+NZz0KFw= @@ -813,10 +825,14 @@ github.com/schollz/closestmatch v2.1.0+incompatible/go.mod h1:RtP1ddjLong6gTkbtm github.com/sean-/seed v0.0.0-20170313163322-e2103e2c3529/go.mod h1:DxrIzT+xaE7yg65j358z/aeFdxmN0P9QXhEzd20vsDc= github.com/sergi/go-diff v1.0.0/go.mod h1:0CfEIISq7TuYL3j771MWULgwwjU+GofnZX9QAmXWZgo= github.com/sergi/go-diff v1.1.0/go.mod h1:STckp+ISIX8hZLjrqAeVduY0gWCT9IjLuqbuNXdaHfM= -github.com/shirou/gopsutil/v3 v3.22.9 h1:yibtJhIVEMcdw+tCTbOPiF1VcsuDeTE4utJ8Dm4c5eA= -github.com/shirou/gopsutil/v3 v3.22.9/go.mod h1:bBYl1kjgEJpWpxeHmLI+dVHWtyAwfcmSBLDsp2TNT8A= +github.com/shirou/gopsutil/v3 v3.24.2 h1:kcR0erMbLg5/3LcInpw0X/rrPSqq4CDPyI6A6ZRC18Y= +github.com/shirou/gopsutil/v3 v3.24.2/go.mod h1:tSg/594BcA+8UdQU2XcW803GWYgdtauFFPgJCJKZlVk= github.com/shirou/gopsutil/v4 v4.24.10 h1:7VOzPtfw/5YDU+jLEoBwXwxJbQetULywoSV4RYY7HkM= github.com/shirou/gopsutil/v4 v4.24.10/go.mod h1:s4D/wg+ag4rG0WO7AiTj2BeYCRhym0vM7DHbZRxnIT8= +github.com/shoenig/go-m1cpu v0.1.6 h1:nxdKQNcEB6vzgA2E2bvzKIYRuNj7XNJ4S/aRSwKzFtM= +github.com/shoenig/go-m1cpu v0.1.6/go.mod h1:1JJMcUBvfNwpq05QDQVAnx3gUHr9IYF7GNg9SUEw2VQ= +github.com/shoenig/test v0.6.4 h1:kVTaSd7WLz5WZ2IaoM0RSzRsUD+m8wRR+5qvntpn4LU= +github.com/shoenig/test v0.6.4/go.mod h1:byHiCGXqrVaflBLAMq/srcZIHynQPQgeyvkvXnjqq0k= github.com/shurcooL/go v0.0.0-20180423040247-9e1955d9fb6e/go.mod h1:TDJrrUr11Vxrven61rcy3hJMUqaf/CLWYhHNPmT14Lk= github.com/shurcooL/httpfs v0.0.0-20181222201310-74dc9339e414/go.mod h1:ZY1cvUeJuFPAdZ/B6v7RHavJWZn2YPVFQ1OSXhCGOkg= github.com/shurcooL/sanitized_anchor_name v1.0.0/go.mod h1:1NzhyTcUVG4SuEtjjoZeVRXNmyL/1OwPU0+IJeTBvfc= @@ -883,6 +899,7 @@ github.com/stretchr/testify v1.8.0/go.mod h1:yNjHg4UonilssWZ8iaSj1OCr/vHnekPRkoO github.com/stretchr/testify v1.8.1/go.mod h1:w2LPCIKwWwSfY2zedu0+kehJoqGctiVI29o6fzry7u4= github.com/stretchr/testify v1.8.2/go.mod h1:w2LPCIKwWwSfY2zedu0+kehJoqGctiVI29o6fzry7u4= github.com/stretchr/testify v1.8.3/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo= +github.com/stretchr/testify v1.8.4/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo= github.com/stretchr/testify v1.10.0 h1:Xv5erBjTwe/5IxqUQTdXv5kgmIvbHo3QQyRwhJsOfJA= github.com/stretchr/testify v1.10.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY= github.com/subosito/gotenv v1.2.0 h1:Slr1R9HxAlEKefgq5jn9U+DnETlIUa6HfgEzj0g5d7s= @@ -903,12 +920,12 @@ github.com/tikv/client-go/v2 v2.0.4 h1:cPtMXTExqjzk8L40qhrgB/mXiBXKP5LRU0vwjtI2X github.com/tikv/client-go/v2 v2.0.4/go.mod h1:v52O5zDtv2BBus4lm5yrSQhxGW4Z4RaXWfg0U1Kuyqo= github.com/tikv/pd/client v0.0.0-20221031025758-80f0d8ca4d07 h1:ckPpxKcl75mO2N6a4cJXiZH43hvcHPpqc9dh1TmH1nc= github.com/tikv/pd/client v0.0.0-20221031025758-80f0d8ca4d07/go.mod h1:CipBxPfxPUME+BImx9MUYXCnAVLS3VJUr3mnSJwh40A= -github.com/tklauser/go-sysconf v0.3.10/go.mod h1:C8XykCvCb+Gn0oNCWPIlcb0RuglQTYaQ2hGm7jmxEFk= 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v0.0.0-20201229170055-e5319fda7802 h1:uruHq4dN7GR16kFc5fp3d1RIYzJW5onx8Ybykw2YQFA= github.com/tmc/grpc-websocket-proxy v0.0.0-20201229170055-e5319fda7802/go.mod h1:ncp9v5uamzpCO7NfCPTXjqaC+bZgJeR0sMTm6dMHP7U= @@ -916,6 +933,8 @@ github.com/twitchyliquid64/golang-asm v0.15.1 h1:SU5vSMR7hnwNxj24w34ZyCi/FmDZTkS github.com/twitchyliquid64/golang-asm v0.15.1/go.mod h1:a1lVb/DtPvCB8fslRZhAngC2+aY1QWCk3Cedj/Gdt08= github.com/twmb/murmur3 v1.1.6 h1:mqrRot1BRxm+Yct+vavLMou2/iJt0tNVTTC0QoIjaZg= github.com/twmb/murmur3 v1.1.6/go.mod h1:Qq/R7NUyOfr65zD+6Q5IHKsJLwP7exErjN6lyyq3OSQ= +github.com/twpayne/go-geom v1.5.7 h1:7fdceDUr03/MP7rAKOaTV6x9njMiQdxB/D0PDzMTCDc= +github.com/twpayne/go-geom v1.5.7/go.mod h1:y4fTAQtLedXW8eG2Yo4tYrIGN1yIwwKkmA+K3iSHKBA= github.com/uber/jaeger-client-go v2.30.0+incompatible h1:D6wyKGCecFaSRUpo8lCVbaOOb6ThwMmTEbhRwtKR97o= github.com/uber/jaeger-client-go v2.30.0+incompatible/go.mod h1:WVhlPFC8FDjOFMMWRy2pZqQJSXxYSwNYOkTr/Z6d3Kk= github.com/ugorji/go v1.1.4/go.mod h1:uQMGLiO92mf5W77hV/PUCpI3pbzQx3CRekS0kk+RGrc= @@ -951,7 +970,6 @@ github.com/yuin/goldmark v1.1.27/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9de github.com/yuin/goldmark v1.1.32/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74= github.com/yuin/goldmark v1.2.1/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74= github.com/yuin/goldmark v1.3.5/go.mod h1:mwnBkeHKe2W/ZEtQ+71ViKU8L12m81fl3OWwC1Zlc8k= -github.com/yusufpapurcu/wmi v1.2.2/go.mod h1:SBZ9tNy3G9/m5Oi98Zks0QjeHVDvuK0qfxQmPyzfmi0= github.com/yusufpapurcu/wmi v1.2.4 h1:zFUKzehAFReQwLys1b/iSMl+JQGSCSjtVqQn9bBrPo0= github.com/yusufpapurcu/wmi v1.2.4/go.mod h1:SBZ9tNy3G9/m5Oi98Zks0QjeHVDvuK0qfxQmPyzfmi0= github.com/zeebo/assert v1.3.0 h1:g7C04CbJuIDKNPFHmsk4hwZDO5O+kntRxzaUoNXj+IQ= @@ -998,11 +1016,11 @@ go.opentelemetry.io/otel v1.28.0/go.mod h1:q68ijF8Fc8CnMHKyzqL6akLO46ePnjkgfIMIj go.opentelemetry.io/otel/exporters/jaeger v1.13.0 h1:VAMoGujbVV8Q0JNM/cEbhzUIWWBxnEqH45HP9iBKN04= go.opentelemetry.io/otel/exporters/jaeger v1.13.0/go.mod h1:fHwbmle6mBFJA1p2ZIhilvffCdq/dM5UTIiCOmEjS+w= go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.0.1/go.mod h1:Kv8liBeVNFkkkbilbgWRpV+wWuu+H5xdOT6HAgd30iw= -go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.20.0 h1:DeFD0VgTZ+Cj6hxravYYZE2W4GlneVH81iAOPjZkzk8= -go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.20.0/go.mod h1:GijYcYmNpX1KazD5JmWGsi4P7dDTTTnfv1UbGn84MnU= +go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.28.0 h1:3Q/xZUyC1BBkualc9ROb4G8qkH90LXEIICcs5zv1OYY= +go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.28.0/go.mod h1:s75jGIWA9OfCMzF0xr+ZgfrB5FEbbV7UuYo32ahUiFI= go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.0.1/go.mod h1:xOvWoTOrQjxjW61xtOmD/WKGRYb/P4NzRo3bs65U6Rk= -go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.20.0 h1:gvmNvqrPYovvyRmCSygkUDyL8lC5Tl845MLEwqpxhEU= -go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.20.0/go.mod h1:vNUq47TGFioo+ffTSnKNdob241vePmtNZnAODKapKd0= +go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.28.0 h1:R3X6ZXmNPRR8ul6i3WgFURCHzaXjHdm0karRG/+dj3s= +go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.28.0/go.mod h1:QWFXnDavXWwMx2EEcZsf3yxgEKAqsxQ+Syjp+seyInw= go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp v1.20.0 h1:CsBiKCiQPdSjS+MlRiqeTI9JDDpSuk0Hb6QTRfwer8k= go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp v1.20.0/go.mod h1:CMJYNAfooOwSZSAmAeMUV1M+TXld3BiK++z9fqIm2xk= go.opentelemetry.io/otel/exporters/stdout/stdouttrace v1.20.0 h1:4s9HxB4azeeQkhY0GE5wZlMj4/pz8tE5gx2OQpGUw58= @@ -1017,8 +1035,8 @@ go.opentelemetry.io/otel/trace v1.28.0 h1:GhQ9cUuQGmNDd5BTCP2dAvv75RdMxEfTmYejp+ go.opentelemetry.io/otel/trace v1.28.0/go.mod h1:jPyXzNPg6da9+38HEwElrQiHlVMTnVfM3/yv2OlIHaI= go.opentelemetry.io/proto/otlp v0.7.0/go.mod h1:PqfVotwruBrMGOCsRd/89rSnXhoiJIqeYNgFYFoEGnI= go.opentelemetry.io/proto/otlp v0.9.0/go.mod h1:1vKfU9rv61e9EVGthD1zNvUbiwPcimSsOPU9brfSHJg= -go.opentelemetry.io/proto/otlp v1.0.0 h1:T0TX0tmXU8a3CbNXzEKGeU5mIVOdf0oykP+u2lIVU/I= -go.opentelemetry.io/proto/otlp v1.0.0/go.mod h1:Sy6pihPLfYHkr3NkUbEhGHFhINUSI/v80hjKIs5JXpM= +go.opentelemetry.io/proto/otlp v1.3.1 h1:TrMUixzpM0yuc/znrFTP9MMRh8trP93mkCiDVeXrui0= +go.opentelemetry.io/proto/otlp v1.3.1/go.mod h1:0X1WI4de4ZsLrrJNLAQbFeLCm3T7yBkR0XqQ7niQU+8= go.uber.org/atomic v1.4.0/go.mod h1:gD2HeocX3+yG+ygLZcrzQJaqmWj9AIm7n08wl/qW/PE= go.uber.org/atomic v1.6.0/go.mod h1:sABNBOSYdrvTF6hTgEIbc7YasKWGhgEQZyfxyTvoXHQ= go.uber.org/atomic v1.7.0/go.mod h1:fEN4uk6kAWBTFdckzkM89CLk9XfWZrxpCo0nPH17wJc= @@ -1257,15 +1275,14 @@ golang.org/x/sys v0.0.0-20210630005230-0f9fa26af87c/go.mod h1:oPkhp1MJrh7nUepCBc golang.org/x/sys v0.0.0-20210819135213-f52c844e1c1c/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= 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 v0.0.0-20220128215802-99c3d69c2c27/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 v0.1.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.5.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.8.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.11.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= +golang.org/x/sys v0.17.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA= golang.org/x/sys v0.21.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA= golang.org/x/sys v0.31.0 h1:ioabZlmFYtWhL+TRYpcnNlLwhyxaM9kWTDEmfnprqik= golang.org/x/sys v0.31.0/go.mod h1:BJP2sWEmIv4KK5OTEluFJCKSidICx8ciO85XgH3Ak8k= @@ -1451,8 +1468,8 @@ google.golang.org/genproto v0.0.0-20210624195500-8bfb893ecb84/go.mod h1:SzzZ/N+n google.golang.org/genproto v0.0.0-20220503193339-ba3ae3f07e29/go.mod h1:RAyBrSAP7Fh3Nc84ghnVLDPuV51xc9agzmm4Ph6i0Q4= google.golang.org/genproto v0.0.0-20240624140628-dc46fd24d27d h1:PksQg4dV6Sem3/HkBX+Ltq8T0ke0PKIRBNBatoDTVls= google.golang.org/genproto v0.0.0-20240624140628-dc46fd24d27d/go.mod h1:s7iA721uChleev562UJO2OYB0PPT9CMFjV+Ce7VJH5M= -google.golang.org/genproto/googleapis/api v0.0.0-20240617180043-68d350f18fd4 h1:MuYw1wJzT+ZkybKfaOXKp5hJiZDn2iHaXRw0mRYdHSc= -google.golang.org/genproto/googleapis/api v0.0.0-20240617180043-68d350f18fd4/go.mod h1:px9SlOOZBg1wM1zdnr8jEL4CNGUBZ+ZKYtNPApNQc4c= +google.golang.org/genproto/googleapis/api v0.0.0-20240701130421-f6361c86f094 h1:0+ozOGcrp+Y8Aq8TLNN2Aliibms5LEzsq99ZZmAGYm0= +google.golang.org/genproto/googleapis/api v0.0.0-20240701130421-f6361c86f094/go.mod h1:fJ/e3If/Q67Mj99hin0hMhiNyCRmt6BQ2aWIJshUSJw= 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= diff --git a/internal/core/CMakeLists.txt b/internal/core/CMakeLists.txt index a7a835f4627..a695151b99f 100644 --- a/internal/core/CMakeLists.txt +++ b/internal/core/CMakeLists.txt @@ -268,6 +268,8 @@ if ( BUILD_DISK_ANN STREQUAL "ON" ) ADD_DEFINITIONS(-DBUILD_DISK_ANN=${BUILD_DISK_ANN}) endif () +ADD_DEFINITIONS(-DBOOST_GEOMETRY_INDEX_DETAIL_EXPERIMENTAL) + # Warning: add_subdirectory(src) must be after append_flags("-ftest-coverage"), # otherwise cpp code coverage tool will miss src folder add_subdirectory( thirdparty ) diff --git a/internal/core/conanfile.py b/internal/core/conanfile.py index c9b7224669a..d123b5e26e3 100644 --- a/internal/core/conanfile.py +++ b/internal/core/conanfile.py @@ -6,10 +6,10 @@ class MilvusConan(ConanFile): settings = "os", "compiler", "build_type", "arch" requires = ( "rocksdb/6.29.5@milvus/dev#b1842a53ddff60240c5282a3da498ba1", - "boost/1.82.0#744a17160ebb5838e9115eab4d6d0c06", + "boost/1.83.0@", "onetbb/2021.9.0#4a223ff1b4025d02f31b65aedf5e7f4a", - "nlohmann_json/3.11.2#ffb9e9236619f1c883e36662f944345d", - "zstd/1.5.4#308b8b048f9a3823ce248f9c150cc889", + "nlohmann_json/3.11.3#ffb9e9236619f1c883e36662f944345d", + "zstd/1.5.5#34e9debe03bf0964834a09dfbc31a5dd", "lz4/1.9.4#c5afb86edd69ac0df30e3a9e192e43db", "snappy/1.1.9#0519333fef284acd04806243de7d3070", "lzo/2.10#9517fc1bcc4d4cc229a79806003a1baa", @@ -47,7 +47,14 @@ class MilvusConan(ConanFile): "rapidjson/cci.20230929#624c0094d741e6a3749d2e44d834b96c", "simde/0.8.2#5e1edfd5cba92f25d79bf6ef4616b972", "unordered_dense/4.4.0#6a855c992618cc4c63019109a2e47298", - "xxhash/0.8.3#199e63ab9800302c232d030b27accec0" + "xxhash/0.8.3#199e63ab9800302c232d030b27accec0", + "json-c/0.17#aaea4a8164c63860731ea7ce4fa206f2", + "sqlite3/3.44.2#497f5b5414e48e35a717dd3035947819", + "proj/9.3.1#38e8bacd0f98467d38e20f46a085b4b3", + "libtiff/4.6.0#32ca1d04c9f024637d49c0c2882cfdbe", + "libgeotiff/1.7.1#0375633ef1116fc067b3773be7fd902f", + "geos/3.12.0#0b177c90c25a8ca210578fb9e2899c37", + "gdal/3.5.3#61a42c933d3440a449cac89fd0866621", ) generators = ("cmake", "cmake_find_package") default_options = { @@ -81,6 +88,8 @@ class MilvusConan(ConanFile): "fmt:header_only": True, "onetbb:tbbmalloc": False, "onetbb:tbbproxy": False, + "gdal:shared": True, + "gdal:fPIC": True, } def configure(self): diff --git a/internal/core/src/common/Array.h b/internal/core/src/common/Array.h index 199f5218bfb..5dab13f5529 100644 --- a/internal/core/src/common/Array.h +++ b/internal/core/src/common/Array.h @@ -231,7 +231,9 @@ class Array { return true; } case DataType::STRING: - case DataType::VARCHAR: { + case DataType::VARCHAR: + //treat Geometry as wkb string + case DataType::GEOMETRY: { for (int i = 0; i < length_; ++i) { if (get_data(i) != arr.get_data(i)) { @@ -340,6 +342,13 @@ class Array { } break; } + case DataType::GEOMETRY: { + for (int j = 0; j < length_; ++j) { + auto element = get_data(j); + data_array.mutable_geometry_data()->add_data(element); + } + break; + } default: { // empty array } @@ -427,7 +436,8 @@ class Array { return true; } case DataType::VARCHAR: - case DataType::STRING: { + case DataType::STRING: + case DataType::GEOMETRY: { for (int i = 0; i < length_; i++) { auto val = get_data(i); if (val != arr2.array(i).string_val()) { @@ -577,6 +587,13 @@ class ArrayView { } break; } + case DataType::GEOMETRY: { + for (int j = 0; j < length_; ++j) { + auto element = get_data(j); + data_array.mutable_geometry_data()->add_data(element); + } + break; + } default: { // empty array } @@ -661,7 +678,8 @@ class ArrayView { return true; } case DataType::VARCHAR: - case DataType::STRING: { + case DataType::STRING: + case DataType::GEOMETRY: { for (int i = 0; i < length_; i++) { auto val = get_data(i); if (val != arr2.array(i).string_val()) { diff --git a/internal/core/src/common/Chunk.h b/internal/core/src/common/Chunk.h index ebf5b7eeb37..41f4b405f0f 100644 --- a/internal/core/src/common/Chunk.h +++ b/internal/core/src/common/Chunk.h @@ -33,6 +33,7 @@ namespace milvus { constexpr uint64_t MMAP_STRING_PADDING = 1; +constexpr uint64_t MMAP_GEOMETRY_PADDING = 1; constexpr uint64_t MMAP_ARRAY_PADDING = 1; class Chunk { public: @@ -211,6 +212,7 @@ class StringChunk : public Chunk { }; using JSONChunk = StringChunk; +using GeometryChunk = StringChunk; class ArrayChunk : public Chunk { public: diff --git a/internal/core/src/common/ChunkWriter.cpp b/internal/core/src/common/ChunkWriter.cpp index f0b594642dc..afc83e0ab8b 100644 --- a/internal/core/src/common/ChunkWriter.cpp +++ b/internal/core/src/common/ChunkWriter.cpp @@ -20,6 +20,7 @@ #include "common/Chunk.h" #include "common/EasyAssert.h" #include "common/FieldDataInterface.h" +#include "common/Geometry.h" #include "common/Types.h" #include "common/VectorTrait.h" #include "simdjson/common_defs.h" @@ -157,6 +158,66 @@ JSONChunkWriter::finish() { row_nums_, data, size, nullable_, std::move(mmap_file_raii)); } +void +GeometryChunkWriter::write(std::shared_ptr data) { + auto size = 0; + std::vector wkb_strs; + std::vector> null_bitmaps; + for (auto batch : *data) { + auto data = batch.ValueOrDie()->column(0); + auto array = std::dynamic_pointer_cast(data); + for (int i = 0; i < array->length(); i++) { + auto str = array->GetView(i); + wkb_strs.emplace_back(str); + size += str.size(); + } + if (nullable_) { + auto null_bitmap_n = (data->length() + 7) / 8; + null_bitmaps.emplace_back(data->null_bitmap_data(), null_bitmap_n); + size += null_bitmap_n; + } + row_nums_ += array->length(); + } + // use 32-bit offsets to align with StringChunk layout + size += sizeof(uint32_t) * (row_nums_ + 1) + MMAP_GEOMETRY_PADDING; + if (!file_path_.empty()) { + target_ = std::make_shared(file_path_); + } else { + target_ = std::make_shared(size); + } + + // chunk layout: null bitmap, offset1, offset2, ..., offsetn, wkb1, wkb2, ..., wkbn, padding + // write null bitmaps + write_null_bit_maps(null_bitmaps); + + int offset_num = row_nums_ + 1; + uint32_t offset_start_pos = + static_cast(target_->tell() + sizeof(uint32_t) * offset_num); + std::vector offsets; + + for (auto str : wkb_strs) { + offsets.push_back(offset_start_pos); + offset_start_pos += str.size(); + } + offsets.push_back(offset_start_pos); + + target_->write(offsets.data(), offsets.size() * sizeof(uint32_t)); + + for (auto str : wkb_strs) { + target_->write(str.data(), str.size()); + } +} + +std::shared_ptr +GeometryChunkWriter::finish() { + // write padding, maybe not needed anymore + // FIXME + char padding[MMAP_GEOMETRY_PADDING]; + target_->write(padding, MMAP_GEOMETRY_PADDING); + auto [data, size] = target_->get(); + return std::make_shared(row_nums_, data, size, nullable_); +} + void ArrayChunkWriter::write(std::shared_ptr data) { auto size = 0; @@ -368,6 +429,10 @@ create_chunk_writer(const FieldMeta& field_meta, Args&&... args) { case milvus::DataType::JSON: return std::make_shared( std::forward(args)..., nullable); + case milvus::DataType::GEOMETRY: { + return std::make_shared( + std::forward(args)..., nullable); + } case milvus::DataType::ARRAY: return std::make_shared( field_meta.get_element_type(), diff --git a/internal/core/src/common/ChunkWriter.h b/internal/core/src/common/ChunkWriter.h index c349918d9a8..23af0e108e4 100644 --- a/internal/core/src/common/ChunkWriter.h +++ b/internal/core/src/common/ChunkWriter.h @@ -25,6 +25,7 @@ #include "storage/FileWriter.h" +#include "common/Geometry.h" namespace milvus { class ChunkWriterBase { @@ -207,6 +208,16 @@ class JSONChunkWriter : public ChunkWriterBase { finish() override; }; +class GeometryChunkWriter : public ChunkWriterBase { + public: + using ChunkWriterBase::ChunkWriterBase; + void + write(std::shared_ptr data) override; + + std::shared_ptr + finish() override; +}; + class ArrayChunkWriter : public ChunkWriterBase { public: ArrayChunkWriter(const milvus::DataType element_type, bool nullable) diff --git a/internal/core/src/common/FieldData.cpp b/internal/core/src/common/FieldData.cpp index 18113d884dc..4691c2e43c9 100644 --- a/internal/core/src/common/FieldData.cpp +++ b/internal/core/src/common/FieldData.cpp @@ -213,6 +213,22 @@ FieldDataImpl::FillFieldData( } return FillFieldData(values.data(), element_count); } + case DataType::GEOMETRY: { + auto array_info = + GetDataInfoFromArray(array); + auto geometry_array = + std::dynamic_pointer_cast(array); + std::vector values(element_count); + for (size_t index = 0; index < element_count; ++index) { + values[index] = geometry_array->GetString(index); + } + if (nullable_) { + return FillFieldData( + values.data(), array->null_bitmap_data(), element_count); + } + return FillFieldData(values.data(), element_count); + } case DataType::ARRAY: { auto array_array = std::dynamic_pointer_cast(array); @@ -278,6 +294,7 @@ template class FieldDataImpl; template class FieldDataImpl; template class FieldDataImpl; template class FieldDataImpl; +template class FieldDataImpl; template class FieldDataImpl; // vector data @@ -315,6 +332,9 @@ InitScalarFieldData(const DataType& type, bool nullable, int64_t cap_rows) { type, nullable, cap_rows); case DataType::JSON: return std::make_shared>(type, nullable, cap_rows); + case DataType::GEOMETRY: + return std::make_shared>( + type, nullable, cap_rows); default: PanicInfo(DataTypeInvalid, "InitScalarFieldData not support data type " + diff --git a/internal/core/src/common/FieldData.h b/internal/core/src/common/FieldData.h index cdd2b735464..df522410dfb 100644 --- a/internal/core/src/common/FieldData.h +++ b/internal/core/src/common/FieldData.h @@ -69,6 +69,17 @@ class FieldData : public FieldDataJsonImpl { } }; +template <> +class FieldData : public FieldDataGeometryImpl { + public: + static_assert(IsScalar); + explicit FieldData(DataType data_type, + bool nullable, + int64_t buffered_num_rows = 0) + : FieldDataGeometryImpl(data_type, nullable, buffered_num_rows) { + } +}; + template <> class FieldData : public FieldDataArrayImpl { public: diff --git a/internal/core/src/common/FieldDataInterface.h b/internal/core/src/common/FieldDataInterface.h index 4f61e435cd7..21d4808c2c4 100644 --- a/internal/core/src/common/FieldDataInterface.h +++ b/internal/core/src/common/FieldDataInterface.h @@ -572,6 +572,75 @@ class FieldDataStringImpl : public FieldDataImpl { } }; +class FieldDataGeometryImpl : public FieldDataImpl { + public: + explicit FieldDataGeometryImpl(DataType data_type, + bool nullable, + int64_t total_num_rows = 0) + : FieldDataImpl( + 1, data_type, nullable, total_num_rows) { + } + + int64_t + DataSize() const override { + int64_t data_size = 0; + for (size_t offset = 0; offset < length(); ++offset) { + data_size += data_[offset].size(); + } + + return data_size; + } + + int64_t + DataSize(ssize_t offset) const override { + AssertInfo(offset < get_num_rows(), + "field data subscript out of range"); + AssertInfo(offset < length(), + "subscript position don't has valid value"); + return data_[offset].size(); + } + void + FillFieldData(const std::shared_ptr array) override { + AssertInfo(array->type()->id() == arrow::Type::type::BINARY, + "inconsistent data type, expected: {}, got: {}", + "BINARY", + array->type()->ToString()); + auto geometry_array = + std::dynamic_pointer_cast(array); + FillFieldData(geometry_array); + } + void + FillFieldData(const std::shared_ptr& array) override { + auto n = array->length(); + if (n == 0) { + return; + } + null_count_ = array->null_count(); + + std::lock_guard lck(tell_mutex_); + if (length_ + n > get_num_rows()) { + resize_field_data(length_ + n); + } + auto i = 0; + for (const auto& geometry : *array) { + if (!geometry.has_value()) { + i++; + continue; + } + data_[length_ + i] = geometry.value(); + i++; + } + if (IsNullable()) { + auto valid_data = array->null_bitmap_data(); + if (valid_data != nullptr) { + bitset::detail::ElementWiseBitsetPolicy::op_copy( + valid_data, 0, valid_data_.data(), length_, n); + } + } + length_ += n; + } +}; + class FieldDataJsonImpl : public FieldDataImpl { public: explicit FieldDataJsonImpl(DataType data_type, diff --git a/internal/core/src/common/Geometry.h b/internal/core/src/common/Geometry.h new file mode 100644 index 00000000000..b8c0ad10069 --- /dev/null +++ b/internal/core/src/common/Geometry.h @@ -0,0 +1,191 @@ +// Copyright (C) 2019-2020 Zilliz. All rights reserved. +// +// Licensed 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 +#pragma once + +#include "ogr_geometry.h" +#include +#include +#include "common/EasyAssert.h" + +namespace milvus { + +class Geometry { + public: + Geometry() = default; + + // all ctr assume that wkb data is valid + explicit Geometry(const void* wkb, size_t size) { + OGRGeometry* geometry = nullptr; + OGRGeometryFactory::createFromWkb(wkb, nullptr, &geometry, size); + + AssertInfo(geometry != nullptr, + "failed to construct geometry from wkb data"); + geometry_.reset(geometry); + to_wkb_internal(); + } + + // lightweight constructor: parse wkb but **do not** copy it back to internal buffer, + // which avoids an extra malloc + memcpy. Suitable for short-lived, read-only objects + // where we only need spatial predicates (equals/intersects/…). + explicit Geometry(const void* wkb, size_t size, bool copy_wkb) { + OGRGeometry* geometry = nullptr; + OGRGeometryFactory::createFromWkb(wkb, nullptr, &geometry, size); + AssertInfo(geometry != nullptr, + "failed to construct geometry from wkb data"); + geometry_.reset(geometry); + size_ = size; + if (copy_wkb) { + to_wkb_internal(); + } + } + + explicit Geometry(const char* wkt) { + OGRGeometry* geometry = nullptr; + OGRGeometryFactory::createFromWkt(wkt, nullptr, &geometry); + AssertInfo(geometry != nullptr, + "failed to construct geometry from wkt data"); + geometry_.reset(geometry); + to_wkb_internal(); + } + + Geometry(const Geometry& other) { + if (other.IsValid()) { + this->geometry_.reset(other.geometry_->clone()); + this->to_wkb_internal(); + } + } + + Geometry(Geometry&& other) noexcept + : wkb_data_(std::move(other.wkb_data_)), + size_(other.size_), + geometry_(std::move(other.geometry_)) { + } + + Geometry& + operator=(const Geometry& other) { + if (this != &other && other.IsValid()) { + this->geometry_.reset(other.geometry_->clone()); + this->to_wkb_internal(); + } + return *this; + } + + Geometry& + operator=(Geometry&& other) noexcept { + if (this != &other) { + wkb_data_ = std::move(other.wkb_data_); + size_ = std::move(other.size_); + geometry_ = std::move(other.geometry_); + } + return *this; + } + + operator std::string() const { + //tmp string created by copy ctr + return std::string(reinterpret_cast(wkb_data_.get()), + size_); + } + + operator std::string_view() const { + return std::string_view(reinterpret_cast(wkb_data_.get()), + size_); + } + + ~Geometry() { + if (geometry_) { + OGRGeometryFactory::destroyGeometry(geometry_.release()); + } + } + + bool + IsValid() const { + return geometry_ != nullptr; + } + + OGRGeometry* + GetGeometry() const { + return geometry_.get(); + } + + const unsigned char* + data() const { + return wkb_data_.get(); + } + + size_t + size() const { + return size_; + } + + //spatial relation + bool + equals(const Geometry& other) const { + return geometry_->Equals(other.geometry_.get()); + } + + bool + touches(const Geometry& other) const { + return geometry_->Touches(other.geometry_.get()); + } + + bool + overlaps(const Geometry& other) const { + return geometry_->Overlaps(other.geometry_.get()); + } + + bool + crosses(const Geometry& other) const { + return geometry_->Crosses(other.geometry_.get()); + } + + bool + contains(const Geometry& other) const { + return geometry_->Contains(other.geometry_.get()); + } + + bool + intersects(const Geometry& other) const { + return geometry_->Intersects(other.geometry_.get()); + } + + bool + within(const Geometry& other) const { + return geometry_->Within(other.geometry_.get()); + } + + std::string + to_wkt_string() const { + return geometry_->exportToWkt(); + } + + std::string + to_wkb_string() const { + return std::string(reinterpret_cast(wkb_data_.get()), + size_); + } + + private: + inline void + to_wkb_internal() { + if (geometry_) { + size_ = geometry_->WkbSize(); + wkb_data_ = std::make_unique(size_); + // little-endian order to save wkb + geometry_->exportToWkb(wkbNDR, wkb_data_.get()); + } + } + + std::unique_ptr wkb_data_; + size_t size_{0}; + std::unique_ptr geometry_; +}; + +} // namespace milvus \ No newline at end of file diff --git a/internal/core/src/common/Types.h b/internal/core/src/common/Types.h index 864f64468ed..ef600034687 100644 --- a/internal/core/src/common/Types.h +++ b/internal/core/src/common/Types.h @@ -45,6 +45,7 @@ #include "pb/schema.pb.h" #include "pb/segcore.pb.h" #include "Json.h" +#include "Geometry.h" #include "CustomBitset.h" @@ -75,6 +76,7 @@ enum class DataType { VARCHAR = 21, ARRAY = 22, JSON = 23, + GEOMETRY = 24, // Some special Data type, start from after 50 // just for internal use now, may sync proto in future @@ -180,6 +182,8 @@ GetDataTypeName(DataType data_type) { return "array"; case DataType::JSON: return "json"; + case DataType::GEOMETRY: + return "geometry"; case DataType::VECTOR_FLOAT: return "vector_float"; case DataType::VECTOR_BINARY: @@ -216,6 +220,7 @@ using GroupByValueType = std::variant; using ContainsType = proto::plan::JSONContainsExpr_JSONOp; using NullExprType = proto::plan::NullExpr_NullOp; +using GISFunctionType = proto::plan::GISFunctionFilterExpr_GISOp; inline bool IsPrimaryKeyDataType(DataType data_type) { @@ -268,6 +273,11 @@ IsJsonDataType(DataType data_type) { return data_type == DataType::JSON; } +inline bool +IsGeometryDataType(DataType data_type) { + return data_type == DataType::GEOMETRY; +} + inline bool IsArrayDataType(DataType data_type) { return data_type == DataType::ARRAY; @@ -275,7 +285,8 @@ IsArrayDataType(DataType data_type) { inline bool IsBinaryDataType(DataType data_type) { - return IsJsonDataType(data_type) || IsArrayDataType(data_type); + return IsJsonDataType(data_type) || IsArrayDataType(data_type) || + IsGeometryDataType(data_type); } inline bool @@ -301,6 +312,11 @@ IsJsonType(proto::schema::DataType type) { return type == proto::schema::DataType::JSON; } +inline bool +IsGeometryType(proto::schema::DataType type) { + return type == proto::schema::DataType::Geometry; +} + inline bool IsArrayType(proto::schema::DataType type) { return type == proto::schema::DataType::Array; @@ -543,6 +559,15 @@ struct TypeTraits { static constexpr const char* Name = "JSON"; }; +template <> +struct TypeTraits { + using NativeType = void; + static constexpr DataType TypeKind = DataType::GEOMETRY; + static constexpr bool IsPrimitiveType = false; + static constexpr bool IsFixedWidth = false; + static constexpr const char* Name = "GEOMETRY"; +}; + template <> struct TypeTraits { using NativeType = void; @@ -630,6 +655,9 @@ struct fmt::formatter : formatter { case milvus::DataType::JSON: name = "JSON"; break; + case milvus::DataType::GEOMETRY: + name = "GEOMETRY"; + break; case milvus::DataType::ROW: name = "ROW"; break; diff --git a/internal/core/src/common/VectorTrait.h b/internal/core/src/common/VectorTrait.h index e021558bbde..a58ad0e5c68 100644 --- a/internal/core/src/common/VectorTrait.h +++ b/internal/core/src/common/VectorTrait.h @@ -60,9 +60,9 @@ constexpr bool IsVector = std::is_base_of_v; template constexpr bool IsScalar = std::is_fundamental_v || std::is_same_v || - std::is_same_v || std::is_same_v || - std::is_same_v || std::is_same_v || - std::is_same_v; + std::is_same_v || std::is_same_v || + std::is_same_v || std::is_same_v || + std::is_same_v || std::is_same_v; template constexpr bool IsSparse = std::is_same_v || @@ -73,7 +73,7 @@ constexpr bool IsVariableType = std::is_same_v || std::is_same_v || std::is_same_v || std::is_same_v || std::is_same_v || std::is_same_v || - IsSparse; + std::is_same_v || IsSparse; template constexpr bool IsVariableTypeSupportInChunk = diff --git a/internal/core/src/exec/expression/Expr.cpp b/internal/core/src/exec/expression/Expr.cpp index 99a9062e052..111770b1853 100644 --- a/internal/core/src/exec/expression/Expr.cpp +++ b/internal/core/src/exec/expression/Expr.cpp @@ -25,12 +25,14 @@ #include "exec/expression/CompareExpr.h" #include "exec/expression/ConjunctExpr.h" #include "exec/expression/ExistsExpr.h" +#include "exec/expression/GISFunctionFilterExpr.h" #include "exec/expression/JsonContainsExpr.h" #include "exec/expression/LogicalBinaryExpr.h" #include "exec/expression/LogicalUnaryExpr.h" #include "exec/expression/NullExpr.h" #include "exec/expression/TermExpr.h" #include "exec/expression/UnaryExpr.h" +#include "expr/ITypeExpr.h" #include "exec/expression/ValueExpr.h" #include "expr/ITypeExpr.h" @@ -46,7 +48,6 @@ ExprSet::Eval(int32_t begin, EvalCtx& context, std::vector& results) { results.resize(exprs_.size()); - for (size_t i = begin; i < end; ++i) { exprs_[i]->Eval(context, results[i]); } @@ -305,6 +306,16 @@ CompileExpression(const expr::TypedExprPtr& expr, context->get_active_count(), context->query_config()->get_expr_batch_size(), context->get_consistency_level()); + } else if (auto casted_expr = std::dynamic_pointer_cast< + const milvus::expr::GISFunctionFilterExpr>(expr)) { + result = std::make_shared( + compiled_inputs, + casted_expr, + "PhyGISFunctionFilterExpr", + context->get_segment(), + context->get_active_count(), + context->query_config()->get_expr_batch_size(), + context->get_consistency_level()); } else { PanicInfo(ExprInvalid, "unsupport expr: ", expr->ToString()); } diff --git a/internal/core/src/exec/expression/GISFunctionFilterExpr.cpp b/internal/core/src/exec/expression/GISFunctionFilterExpr.cpp new file mode 100644 index 00000000000..ac0d4eb77bf --- /dev/null +++ b/internal/core/src/exec/expression/GISFunctionFilterExpr.cpp @@ -0,0 +1,350 @@ +// Copyright (C) 2019-2020 Zilliz. All rights reserved. +// +// Licensed 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 + +#include "GISFunctionFilterExpr.h" +#include "common/EasyAssert.h" +#include "common/Geometry.h" +#include "common/Types.h" +#include "pb/plan.pb.h" +#include "pb/schema.pb.h" +namespace milvus { +namespace exec { + +#define GEOMETRY_EXECUTE_SUB_BATCH_WITH_COMPARISON(_DataType, method) \ + auto execute_sub_batch = [](const _DataType* data, \ + const bool* valid_data, \ + const int32_t* offsets, \ + const int size, \ + TargetBitmapView res, \ + TargetBitmapView valid_res, \ + const Geometry& right_source) { \ + for (int i = 0; i < size; ++i) { \ + if (valid_data != nullptr && !valid_data[i]) { \ + res[i] = valid_res[i] = false; \ + continue; \ + } \ + res[i] = \ + Geometry(data[i].data(), data[i].size()).method(right_source); \ + } \ + }; \ + int64_t processed_size = ProcessDataChunks<_DataType>( \ + execute_sub_batch, std::nullptr_t{}, res, valid_res, right_source); \ + AssertInfo(processed_size == real_batch_size, \ + "internal error: expr processed rows {} not equal " \ + "expect batch size {}", \ + processed_size, \ + real_batch_size); \ + return res_vec; + +void +PhyGISFunctionFilterExpr::Eval(EvalCtx& context, VectorPtr& result) { + AssertInfo(expr_->column_.data_type_ == DataType::GEOMETRY, + "unsupported data type: {}", + expr_->column_.data_type_); + if (is_index_mode_) { + result = EvalForIndexSegment(); + } else { + result = EvalForDataSegment(); + } +} + +VectorPtr +PhyGISFunctionFilterExpr::EvalForDataSegment() { + auto real_batch_size = GetNextBatchSize(); + if (real_batch_size == 0) { + return nullptr; + } + auto res_vec = std::make_shared( + TargetBitmap(real_batch_size), TargetBitmap(real_batch_size)); + TargetBitmapView res(res_vec->GetRawData(), real_batch_size); + TargetBitmapView valid_res(res_vec->GetValidRawData(), real_batch_size); + valid_res.set(); + + auto& right_source = expr_->geometry_; + + // Choose underlying data type according to segment type to avoid element + // size mismatch: Sealed segment variable column stores std::string_view; + // Growing segment stores std::string. + using SealedType = std::string_view; + using GrowingType = std::string; + + switch (expr_->op_) { + case proto::plan::GISFunctionFilterExpr_GISOp_Equals: { + if (segment_->type() == SegmentType::Sealed) { + GEOMETRY_EXECUTE_SUB_BATCH_WITH_COMPARISON(SealedType, equals); + } else { + GEOMETRY_EXECUTE_SUB_BATCH_WITH_COMPARISON(GrowingType, equals); + } + } + case proto::plan::GISFunctionFilterExpr_GISOp_Touches: { + if (segment_->type() == SegmentType::Sealed) { + GEOMETRY_EXECUTE_SUB_BATCH_WITH_COMPARISON(SealedType, touches); + } else { + GEOMETRY_EXECUTE_SUB_BATCH_WITH_COMPARISON(GrowingType, + touches); + } + } + case proto::plan::GISFunctionFilterExpr_GISOp_Overlaps: { + if (segment_->type() == SegmentType::Sealed) { + GEOMETRY_EXECUTE_SUB_BATCH_WITH_COMPARISON(SealedType, + overlaps); + } else { + GEOMETRY_EXECUTE_SUB_BATCH_WITH_COMPARISON(GrowingType, + overlaps); + } + } + case proto::plan::GISFunctionFilterExpr_GISOp_Crosses: { + if (segment_->type() == SegmentType::Sealed) { + GEOMETRY_EXECUTE_SUB_BATCH_WITH_COMPARISON(SealedType, crosses); + } else { + GEOMETRY_EXECUTE_SUB_BATCH_WITH_COMPARISON(GrowingType, + crosses); + } + } + case proto::plan::GISFunctionFilterExpr_GISOp_Contains: { + if (segment_->type() == SegmentType::Sealed) { + GEOMETRY_EXECUTE_SUB_BATCH_WITH_COMPARISON(SealedType, + contains); + } else { + GEOMETRY_EXECUTE_SUB_BATCH_WITH_COMPARISON(GrowingType, + contains); + } + } + case proto::plan::GISFunctionFilterExpr_GISOp_Intersects: { + if (segment_->type() == SegmentType::Sealed) { + GEOMETRY_EXECUTE_SUB_BATCH_WITH_COMPARISON(SealedType, + intersects); + } else { + GEOMETRY_EXECUTE_SUB_BATCH_WITH_COMPARISON(GrowingType, + intersects); + } + } + case proto::plan::GISFunctionFilterExpr_GISOp_Within: { + if (segment_->type() == SegmentType::Sealed) { + GEOMETRY_EXECUTE_SUB_BATCH_WITH_COMPARISON(SealedType, within); + } else { + GEOMETRY_EXECUTE_SUB_BATCH_WITH_COMPARISON(GrowingType, within); + } + } + default: { + PanicInfo(NotImplemented, + "internal error: unknown GIS op : {}", + expr_->op_); + } + } + return res_vec; +} + +VectorPtr +PhyGISFunctionFilterExpr::EvalForIndexSegment() { + auto real_batch_size = GetNextBatchSize(); + if (real_batch_size == 0) { + return nullptr; + } + + using Index = index::ScalarIndex; + + // Prepare shared dataset for index query (coarse candidate set by R-Tree) + auto ds = std::make_shared(); + ds->Set(milvus::index::OPERATOR_TYPE, expr_->op_); + ds->Set(milvus::index::MATCH_VALUE, expr_->geometry_.to_wkb_string()); + + /* ------------------------------------------------------------------ + * Prefetch: if coarse results are not cached yet, run a single R-Tree + * query for all index chunks and cache their coarse bitmaps. + * ------------------------------------------------------------------*/ + if (!coarse_cached_) { + // Query segment-level R-Tree index **once** since each chunk shares the same index + const Index& idx_ref = + segment_->chunk_scalar_index(field_id_, 0); + auto* idx_ptr = const_cast(&idx_ref); + + { + auto tmp = idx_ptr->Query(ds); + coarse_global_ = std::move(tmp); + } + { + auto tmp_valid = idx_ptr->IsNotNull(); + coarse_valid_global_ = std::move(tmp_valid); + } + + coarse_cached_ = true; + } + + TargetBitmap batch_result; + TargetBitmap batch_valid; + int processed_rows = 0; + + for (size_t i = current_index_chunk_; i < num_index_chunk_; ++i) { + // 1) Build and cache refined bitmap for this chunk (coarse + exact) + if (cached_index_chunk_id_ != static_cast(i)) { + // Reuse segment-level coarse cache directly + auto& coarse = coarse_global_; + auto& chunk_valid = coarse_valid_global_; + // Exact refinement + TargetBitmap refined(coarse.size()); + const bool is_sealed = segment_->type() == SegmentType::Sealed; + if (is_sealed) { + // Collect all hit row offsets from coarse bitmap + std::vector hit_offsets; + hit_offsets.reserve( + coarse.count()); // Reserve space for efficiency + for (size_t i = 0; i < coarse.size(); ++i) { + if (coarse[i]) { + hit_offsets.push_back(static_cast(i)); + } + } + + if (!hit_offsets.empty()) { + // Bulk get data for all hit rows at once + auto data_array = segment_->bulk_subscript( + field_id_, hit_offsets.data(), hit_offsets.size()); + + // Process each hit row + auto geometry_array = static_cast< + const milvus::proto::schema::GeometryArray*>( + &data_array->scalars().geometry_data()); + const auto& valid_data = data_array->valid_data(); + + for (size_t i = 0; i < hit_offsets.size(); ++i) { + const auto pos = hit_offsets[i]; + + // Check validity if available + if (!valid_data.empty() && !valid_data[i]) { + continue; + } + + const auto& wkb_data = geometry_array->data(i); + Geometry left(wkb_data.data(), wkb_data.size(), false); + bool ok = false; + + switch (expr_->op_) { + case proto::plan:: + GISFunctionFilterExpr_GISOp_Equals: + ok = left.equals(expr_->geometry_); + break; + case proto::plan:: + GISFunctionFilterExpr_GISOp_Touches: + ok = left.touches(expr_->geometry_); + break; + case proto::plan:: + GISFunctionFilterExpr_GISOp_Overlaps: + ok = left.overlaps(expr_->geometry_); + break; + case proto::plan:: + GISFunctionFilterExpr_GISOp_Crosses: + ok = left.crosses(expr_->geometry_); + break; + case proto::plan:: + GISFunctionFilterExpr_GISOp_Contains: + ok = left.contains(expr_->geometry_); + break; + case proto::plan:: + GISFunctionFilterExpr_GISOp_Intersects: + ok = left.intersects(expr_->geometry_); + break; + case proto::plan:: + GISFunctionFilterExpr_GISOp_Within: + ok = left.within(expr_->geometry_); + break; + default: + PanicInfo(NotImplemented, + "unknown GIS op : {}", + expr_->op_); + } + + if (ok) { + refined.set(pos); + } + } + } + } else { // Growing segment + auto span = segment_->chunk_data(field_id_, i); + + const auto start_pos = + segment_->num_rows_until_chunk(field_id_, i); + const auto chunk_rows = span.row_count(); + const auto max_local = std::min( + chunk_rows, + coarse.size() > start_pos ? coarse.size() - start_pos : 0); + + for (size_t local = 0; local < max_local; ++local) { + const size_t pos = start_pos + local; + if (!coarse[pos]) + continue; + + const auto& wkb = span[local]; + Geometry left(wkb.data(), wkb.size(), false); + bool ok = false; + switch (expr_->op_) { + case proto::plan::GISFunctionFilterExpr_GISOp_Equals: + ok = left.equals(expr_->geometry_); + break; + case proto::plan::GISFunctionFilterExpr_GISOp_Touches: + ok = left.touches(expr_->geometry_); + break; + case proto::plan::GISFunctionFilterExpr_GISOp_Overlaps: + ok = left.overlaps(expr_->geometry_); + break; + case proto::plan::GISFunctionFilterExpr_GISOp_Crosses: + ok = left.crosses(expr_->geometry_); + break; + case proto::plan::GISFunctionFilterExpr_GISOp_Contains: + ok = left.contains(expr_->geometry_); + break; + case proto::plan:: + GISFunctionFilterExpr_GISOp_Intersects: + ok = left.intersects(expr_->geometry_); + break; + case proto::plan::GISFunctionFilterExpr_GISOp_Within: + ok = left.within(expr_->geometry_); + break; + default: + PanicInfo(NotImplemented, + "unknown GIS op : {}", + expr_->op_); + } + if (ok) { + refined.set(pos); + } + } + } + + // Cache refined result for reuse by subsequent batches + cached_index_chunk_id_ = i; + cached_index_chunk_res_ = std::move(refined); + // No need to copy valid bitmap into member; use coarse_valid_cache_[i] directly later + } + + // 2) Append this chunk's cached results into current batch window + const auto& chunk_valid_ref = this->coarse_valid_global_; + + auto size = ProcessIndexOneChunk(batch_result, + batch_valid, + i, + cached_index_chunk_res_, + chunk_valid_ref, + processed_rows); + if (processed_rows + size >= batch_size_) { + current_index_chunk_ = i; + current_index_chunk_pos_ = i == current_index_chunk_ + ? current_index_chunk_pos_ + size + : size; + break; + } + processed_rows += size; + } + return std::make_shared(std::move(batch_result), + std::move(batch_valid)); +} + +} //namespace exec +} // namespace milvus \ No newline at end of file diff --git a/internal/core/src/exec/expression/GISFunctionFilterExpr.h b/internal/core/src/exec/expression/GISFunctionFilterExpr.h new file mode 100644 index 00000000000..eac137d1a77 --- /dev/null +++ b/internal/core/src/exec/expression/GISFunctionFilterExpr.h @@ -0,0 +1,72 @@ +// Copyright (C) 2019-2020 Zilliz. All rights reserved. +// +// Licensed 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 + +#pragma once + +#include + +#include "common/FieldDataInterface.h" +#include "common/Vector.h" +#include "exec/expression/Expr.h" +#include "expr/ITypeExpr.h" +#include "segcore/SegmentInterface.h" + +namespace milvus { +namespace exec { + +class PhyGISFunctionFilterExpr : public SegmentExpr { + public: + PhyGISFunctionFilterExpr( + const std::vector>& input, + const std::shared_ptr& expr, + const std::string& name, + const segcore::SegmentInternalInterface* segment, + int64_t active_count, + int64_t batch_size, + int32_t consistency_level) + : SegmentExpr(std::move(input), + name, + segment, + expr->column_.field_id_, + expr->column_.nested_path_, + DataType::GEOMETRY, + active_count, + batch_size, + consistency_level), + expr_(expr) { + } + + void + Eval(EvalCtx& context, VectorPtr& result) override; + + private: + VectorPtr + EvalForIndexSegment(); + + VectorPtr + EvalForDataSegment(); + + private: + std::shared_ptr expr_; + + /* + * Segment-level cache: run a single R-Tree Query for all index chunks to + * obtain coarse candidate bitmaps. Subsequent batches reuse these cached + * results to avoid repeated ScalarIndex::Query calls per chunk. + */ + bool coarse_cached_ = + false; // whether coarse results have been prefetched once + TargetBitmap coarse_global_; // global coarse bitmap (segment-level) + TargetBitmap + coarse_valid_global_; // global not-null bitmap (segment-level) +}; +} //namespace exec +} // namespace milvus diff --git a/internal/core/src/expr/ITypeExpr.h b/internal/core/src/expr/ITypeExpr.h index 3c78fe4be77..2931ffa3f2e 100644 --- a/internal/core/src/expr/ITypeExpr.h +++ b/internal/core/src/expr/ITypeExpr.h @@ -21,11 +21,13 @@ #include #include +#include "common/Geometry.h" #include "exec/expression/function/FunctionFactory.h" #include "common/Exception.h" #include "common/Schema.h" #include "common/Types.h" #include "common/Utils.h" +#include "ogr_geometry.h" #include "pb/plan.pb.h" namespace milvus { @@ -757,6 +759,28 @@ class CompareExpr : public ITypeFilterExpr { const proto::plan::OpType op_type_; }; +class GISFunctionFilterExpr : public ITypeFilterExpr { + public: + GISFunctionFilterExpr(ColumnInfo cloumn, + GISFunctionType op, + const Geometry& geometry) + : column_(cloumn), op_(op), geometry_(geometry){}; + std::string + ToString() const override { + return fmt::format( + "GISFunctionFilterExpr:[Column: {}, Operator: {} " + "WktValue: {}]", + column_.ToString(), + GISFunctionFilterExpr_GISOp_Name(op_), + geometry_.to_wkt_string()); + } + + public: + const ColumnInfo column_; + const GISFunctionType op_; + const Geometry geometry_; +}; + class JsonContainsExpr : public ITypeFilterExpr { public: JsonContainsExpr(ColumnInfo column, diff --git a/internal/core/src/index/IndexFactory.cpp b/internal/core/src/index/IndexFactory.cpp index bfdfa34a9ea..57fc1ffbc70 100644 --- a/internal/core/src/index/IndexFactory.cpp +++ b/internal/core/src/index/IndexFactory.cpp @@ -34,6 +34,7 @@ #include "index/BoolIndex.h" #include "index/InvertedIndexTantivy.h" #include "index/HybridScalarIndex.h" +#include "index/RTreeIndex.h" #include "knowhere/comp/knowhere_check.h" #include "log/Log.h" #include "pb/schema.pb.h" @@ -409,6 +410,15 @@ IndexFactory::CreateJsonIndex( } } +IndexBasePtr +IndexFactory::CreateGeometryIndex( + IndexType index_type, + const storage::FileManagerContext& file_manager_context) { + AssertInfo(index_type == RTREE_INDEX_TYPE, + "Invalid index type for geometry index"); + return std::make_unique>(file_manager_context); +} + IndexBasePtr IndexFactory::CreateScalarIndex( const CreateIndexInfo& create_index_info, @@ -437,6 +447,10 @@ IndexFactory::CreateScalarIndex( file_manager_context, create_index_info.json_cast_function); } + case DataType::GEOMETRY: { + return CreateGeometryIndex(create_index_info.index_type, + file_manager_context); + } default: PanicInfo(DataTypeInvalid, "Invalid data type:{}", data_type); } diff --git a/internal/core/src/index/IndexFactory.h b/internal/core/src/index/IndexFactory.h index 42cf952fc67..869ddd28d8f 100644 --- a/internal/core/src/index/IndexFactory.h +++ b/internal/core/src/index/IndexFactory.h @@ -116,6 +116,12 @@ class IndexFactory { storage::FileManagerContext(), const std::string& json_cast_function = UNKNOW_CAST_FUNCTION_NAME); + IndexBasePtr + CreateGeometryIndex( + IndexType index_type, + const storage::FileManagerContext& file_manager_context = + storage::FileManagerContext()); + IndexBasePtr CreateScalarIndex(const CreateIndexInfo& create_index_info, const storage::FileManagerContext& file_manager_context = diff --git a/internal/core/src/index/Meta.h b/internal/core/src/index/Meta.h index c904df12ccd..eacc501874c 100644 --- a/internal/core/src/index/Meta.h +++ b/internal/core/src/index/Meta.h @@ -46,6 +46,7 @@ constexpr const char* MARISA_TRIE_UPPER = "TRIE"; constexpr const char* INVERTED_INDEX_TYPE = "INVERTED"; constexpr const char* BITMAP_INDEX_TYPE = "BITMAP"; constexpr const char* HYBRID_INDEX_TYPE = "HYBRID"; +constexpr const char* RTREE_INDEX_TYPE = "RTREE"; constexpr const char* SCALAR_INDEX_ENGINE_VERSION = "scalar_index_engine_version"; constexpr const char* INDEX_NON_ENCODING = "index.nonEncoding"; diff --git a/internal/core/src/index/RTreeIndex.cpp b/internal/core/src/index/RTreeIndex.cpp new file mode 100644 index 00000000000..6a0d31ed8b8 --- /dev/null +++ b/internal/core/src/index/RTreeIndex.cpp @@ -0,0 +1,527 @@ +// Copyright (C) 2019-2020 Zilliz. All rights reserved. +// +// Licensed 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 + +#include "index/RTreeIndex.h" +#include +#include +#include +#include "common/Slice.h" // for INDEX_FILE_SLICE_META and Disassemble +#include "common/EasyAssert.h" +#include "common/FieldData.h" +#include "log/Log.h" +#include "index/Utils.h" +#include "index/Meta.h" +#include "storage/LocalChunkManagerSingleton.h" +#include "pb/schema.pb.h" + +namespace milvus::index { + +constexpr const char* TMP_RTREE_INDEX_PREFIX = "/tmp/milvus/rtree-index/"; + +// helper to check suffix +static inline bool +ends_with(const std::string& value, const std::string& suffix) { + return value.size() >= suffix.size() && + value.compare(value.size() - suffix.size(), suffix.size(), suffix) == + 0; +} + +template +void +RTreeIndex::InitForBuildIndex() { + auto field = + std::to_string(disk_file_manager_->GetFieldDataMeta().field_id); + auto prefix = disk_file_manager_->GetIndexIdentifier(); + path_ = std::string(TMP_RTREE_INDEX_PREFIX) + prefix; + boost::filesystem::create_directories(path_); + + std::string index_file_path = path_ + "/index_file"; // base path (no ext) + + if (boost::filesystem::exists(index_file_path + ".dat") || + boost::filesystem::exists(index_file_path + ".idx")) { + PanicInfo( + IndexBuildError, "build rtree index temp dir:{} not empty", path_); + } + wrapper_ = std::make_shared(index_file_path, true); +} + +template +RTreeIndex::RTreeIndex(const storage::FileManagerContext& ctx) + : ScalarIndex(RTREE_INDEX_TYPE), + schema_(ctx.fieldDataMeta.field_schema) { + mem_file_manager_ = std::make_shared(ctx); + disk_file_manager_ = std::make_shared(ctx); + + if (ctx.for_loading_index) { + return; + } +} + +template +RTreeIndex::~RTreeIndex() { + // Free wrapper explicitly to ensure files not being used + wrapper_.reset(); + + // Remove temporary directory if it exists + if (!path_.empty()) { + auto local_cm = storage::LocalChunkManagerSingleton::GetInstance() + .GetChunkManager(); + if (local_cm) { + LOG_INFO("rtree index remove path:{}", path_); + local_cm->RemoveDir(path_); + } + } +} + +static std::string +GetFileName(const std::string& path) { + auto pos = path.find_last_of('/'); + return pos == std::string::npos ? path : path.substr(pos + 1); +} + +// Loading existing R-Tree index +// The config must contain "index_files" -> vector +// Remote index objects will be downloaded to local disk via DiskFileManager, +// then RTreeIndexWrapper will load them. +template +void +RTreeIndex::Load(milvus::tracer::TraceContext ctx, const Config& config) { + LOG_DEBUG("Load RTreeIndex with config {}", config.dump()); + + auto index_files_opt = + GetValueFromConfig>(config, "index_files"); + AssertInfo(index_files_opt.has_value(), + "index file paths are empty when loading R-Tree index"); + + auto files = index_files_opt.value(); + + // 1. Extract and load null_offset file(s) if present + { + auto find_file = [&](const std::string& target) -> auto { + return std::find_if( + files.begin(), files.end(), [&](const std::string& filename) { + return GetFileName(filename) == target; + }); + }; + + auto fill_null_offsets = [&](const uint8_t* data, int64_t size) { + folly::SharedMutexWritePriority::WriteHolder lock(mutex_); + null_offset_.resize((size_t)size / sizeof(size_t)); + memcpy(null_offset_.data(), data, (size_t)size); + }; + + std::vector null_offset_files; + if (auto it = find_file(INDEX_FILE_SLICE_META); it != files.end()) { + // sliced case: collect all parts with prefix index_null_offset + null_offset_files.push_back(*it); + for (auto& f : files) { + auto filename = GetFileName(f); + static const std::string kName = "index_null_offset"; + if (filename.size() >= kName.size() && + filename.substr(0, kName.size()) == kName) { + null_offset_files.push_back(f); + } + } + if (!null_offset_files.empty()) { + auto index_datas = + mem_file_manager_->LoadIndexToMemory(null_offset_files); + auto compacted = CompactIndexDatas(index_datas); + auto codecs = std::move(compacted.at("index_null_offset")); + for (auto&& codec : codecs.codecs_) { + fill_null_offsets(codec->PayloadData(), + codec->PayloadSize()); + } + } + } else if (auto it = find_file("index_null_offset"); + it != files.end()) { + null_offset_files.push_back(*it); + files.erase(it); + auto index_datas = mem_file_manager_->LoadIndexToMemory( + {*null_offset_files.begin()}); + auto null_data = std::move(index_datas.at("index_null_offset")); + fill_null_offsets(null_data->PayloadData(), + null_data->PayloadSize()); + } + + // remove loaded null_offset files from files list + if (!null_offset_files.empty()) { + files.erase(std::remove_if( + files.begin(), + files.end(), + [&](const std::string& f) { + return std::find(null_offset_files.begin(), + null_offset_files.end(), + f) != null_offset_files.end(); + }), + files.end()); + } + } + + // 2. Ensure each file has full remote path. If only filename provided, prepend remote prefix. + for (auto& f : files) { + boost::filesystem::path p(f); + if (!p.has_parent_path()) { + auto remote_prefix = disk_file_manager_->GetRemoteIndexPrefix(); + f = remote_prefix + "/" + f; + } + } + + // 3. Cache remote index files to local disk. + disk_file_manager_->CacheIndexToDisk(files); + + // 4. Determine local base path (without extension) for RTreeIndexWrapper. + auto local_paths = disk_file_manager_->GetLocalFilePaths(); + AssertInfo(!local_paths.empty(), + "RTreeIndex local files are empty after caching to disk"); + + // Pick a .dat or .idx file explicitly; avoid meta or others. + std::string base_path; + for (const auto& p : local_paths) { + if (ends_with(p, ".bgi")) { + base_path = p.substr(0, p.size() - 4); + break; + } + } + // Fallback: if not found, try meta json + if (base_path.empty()) { + for (const auto& p : local_paths) { + if (ends_with(p, ".meta.json")) { + base_path = + p.substr(0, p.size() - std::string(".meta.json").size()); + break; + } + } + } + // Final fallback: use the first path as-is + if (base_path.empty()) { + base_path = local_paths.front(); + } + path_ = base_path; + + // 5. Instantiate wrapper and load. + wrapper_ = + std::make_shared(path_, /*is_build_mode=*/false); + wrapper_->load(); + + total_num_rows_ = + wrapper_->count() + static_cast(null_offset_.size()); + is_built_ = true; + + LOG_INFO( + "Loaded R-Tree index from {} with {} rows", path_, total_num_rows_); +} + +template +void +RTreeIndex::Build(const Config& config) { + auto insert_files = + GetValueFromConfig>(config, "insert_files"); + AssertInfo(insert_files.has_value(), + "insert_files were empty for building RTree index"); + InitForBuildIndex(); + + // load raw WKB data into memory + auto field_datas = + mem_file_manager_->CacheRawDataToMemory(insert_files.value()); + BuildWithFieldData(field_datas); + // after build, mark built + total_num_rows_ = + wrapper_->count() + static_cast(null_offset_.size()); + is_built_ = true; +} + +template +void +RTreeIndex::BuildWithFieldData( + const std::vector& field_datas) { + // Default to bulk load for build performance + // If needed, we can wire a config switch later to disable it. + bool use_bulk_load = true; + if (use_bulk_load) { + // Single pass: collect null offsets locally and compute total rows + int64_t total_rows = 0; + if (schema_.nullable()) { + std::vector local_nulls; + int64_t global_offset = 0; + for (const auto& fd : field_datas) { + const auto n = fd->get_num_rows(); + for (int64_t i = 0; i < n; ++i) { + if (!fd->is_valid(i)) { + local_nulls.push_back( + static_cast(global_offset)); + } + ++global_offset; + } + total_rows += n; + } + if (!local_nulls.empty()) { + folly::SharedMutexWritePriority::WriteHolder lock(mutex_); + null_offset_.reserve(null_offset_.size() + local_nulls.size()); + null_offset_.insert( + null_offset_.end(), local_nulls.begin(), local_nulls.end()); + } + } else { + for (const auto& fd : field_datas) { + total_rows += fd->get_num_rows(); + } + } + // bulk load non-null geometries + wrapper_->bulk_load_from_field_data(field_datas, schema_.nullable()); + total_num_rows_ = total_rows; + is_built_ = true; + return; + } +} + +template +void +RTreeIndex::finish() { + if (wrapper_) { + LOG_INFO("rtree index finish"); + wrapper_->finish(); + } +} + +template +IndexStatsPtr +RTreeIndex::Upload(const Config& config) { + // 1. Ensure all buffered data flushed to disk + finish(); + + // 2. Walk temp dir and register files to DiskFileManager + boost::filesystem::path dir(path_); + boost::filesystem::directory_iterator end_iter; + + for (boost::filesystem::directory_iterator it(dir); it != end_iter; ++it) { + if (boost::filesystem::is_directory(*it)) { + LOG_WARN("{} is a directory, skip", it->path().string()); + continue; + } + + AssertInfo(disk_file_manager_->AddFile(it->path().string()), + "failed to add index file: {}", + it->path().string()); + } + + // 3. Collect remote paths to size mapping + auto remote_paths_to_size = disk_file_manager_->GetRemotePathsToFileSize(); + + // 4. Serialize and register in-memory null_offset if any + auto binary_set = Serialize(config); + mem_file_manager_->AddFile(binary_set); + auto remote_mem_path_to_size = + mem_file_manager_->GetRemotePathsToFileSize(); + + // 5. Assemble IndexStats result + std::vector index_files; + index_files.reserve(remote_paths_to_size.size() + + remote_mem_path_to_size.size()); + for (auto& kv : remote_paths_to_size) { + index_files.emplace_back(kv.first, kv.second); + } + for (auto& kv : remote_mem_path_to_size) { + index_files.emplace_back(kv.first, kv.second); + } + + int64_t mem_size = mem_file_manager_->GetAddedTotalMemSize(); + int64_t file_size = disk_file_manager_->GetAddedTotalFileSize(); + + return IndexStats::New(mem_size + file_size, std::move(index_files)); +} + +template +BinarySet +RTreeIndex::Serialize(const Config& config) { + folly::SharedMutexWritePriority::ReadHolder lock(mutex_); + auto bytes = null_offset_.size() * sizeof(size_t); + BinarySet res_set; + if (bytes > 0) { + std::shared_ptr buf(new uint8_t[bytes]); + std::memcpy(buf.get(), null_offset_.data(), bytes); + res_set.Append("index_null_offset", buf, bytes); + } + milvus::Disassemble(res_set); + return res_set; +} + +template +void +RTreeIndex::Load(const BinarySet& binary_set, const Config& config) { + PanicInfo(ErrorCode::NotImplemented, + "Load(BinarySet) is not yet supported for RTreeIndex"); +} + +template +void +RTreeIndex::Build(size_t n, const T* values, const bool* valid_data) { + // Generic Build by value array is not required for RTree at the moment. + PanicInfo(ErrorCode::NotImplemented, + "Build(size_t, values, valid) not supported for RTreeIndex"); +} + +template +const TargetBitmap +RTreeIndex::In(size_t n, const T* values) { + PanicInfo(ErrorCode::NotImplemented, "In() not supported for RTreeIndex"); + return {}; +} + +template +const TargetBitmap +RTreeIndex::IsNull() { + int64_t count = Count(); + TargetBitmap bitset(count); + folly::SharedMutexWritePriority::ReadHolder lock(mutex_); + auto end = std::lower_bound( + null_offset_.begin(), null_offset_.end(), static_cast(count)); + for (auto it = null_offset_.begin(); it != end; ++it) { + bitset.set(*it); + } + return bitset; +} + +template +const TargetBitmap +RTreeIndex::IsNotNull() { + int64_t count = Count(); + TargetBitmap bitset(count, true); + folly::SharedMutexWritePriority::ReadHolder lock(mutex_); + auto end = std::lower_bound( + null_offset_.begin(), null_offset_.end(), static_cast(count)); + for (auto it = null_offset_.begin(); it != end; ++it) { + bitset.reset(*it); + } + return bitset; +} + +template +const TargetBitmap +RTreeIndex::InApplyFilter(size_t n, + const T* values, + const std::function& filter) { + PanicInfo(ErrorCode::NotImplemented, + "InApplyFilter() not supported for RTreeIndex"); + return {}; +} + +template +void +RTreeIndex::InApplyCallback(size_t n, + const T* values, + const std::function& callback) { + PanicInfo(ErrorCode::NotImplemented, + "InApplyCallback() not supported for RTreeIndex"); +} + +template +const TargetBitmap +RTreeIndex::NotIn(size_t n, const T* values) { + PanicInfo(ErrorCode::NotImplemented, + "NotIn() not supported for RTreeIndex"); + return {}; +} + +template +const TargetBitmap +RTreeIndex::Range(T value, OpType op) { + PanicInfo(ErrorCode::NotImplemented, + "Range(value, op) not supported for RTreeIndex"); + return {}; +} + +template +const TargetBitmap +RTreeIndex::Range(T lower_bound_value, + bool lb_inclusive, + T upper_bound_value, + bool ub_inclusive) { + PanicInfo(ErrorCode::NotImplemented, + "Range(lower, upper) not supported for RTreeIndex"); + return {}; +} + +template +void +RTreeIndex::QueryCandidates(proto::plan::GISFunctionFilterExpr_GISOp op, + const std::string& query_geom_wkb, + std::vector& candidate_offsets) { + AssertInfo(wrapper_ != nullptr, "R-Tree index wrapper is null"); + OGRGeometry* geom = nullptr; + // Create OGRGeometry from WKB bytes + OGRGeometryFactory::createFromWkb( + reinterpret_cast(query_geom_wkb.data()), + nullptr, + &geom, + query_geom_wkb.size()); + AssertInfo(geom != nullptr, "invalid query geometry wkb"); + std::unique_ptr holder(geom); + wrapper_->query_candidates(op, *geom, candidate_offsets); +} + +template +const TargetBitmap +RTreeIndex::Query(const DatasetPtr& dataset) { + AssertInfo(schema_.data_type() == proto::schema::DataType::Geometry, + "RTreeIndex can only be queried on geometry field"); + auto op = + dataset->Get(OPERATOR_TYPE); + // Query geometry WKB passed via MATCH_VALUE as std::string + auto wkb = dataset->Get(MATCH_VALUE); + + // 1) Coarse candidates by R-Tree on MBR + std::vector candidate_offsets; + QueryCandidates(op, wkb, candidate_offsets); + + // 2) Build initial bitmap from candidates + TargetBitmap res(this->Count()); + for (auto off : candidate_offsets) { + if (off >= 0 && off < res.size()) { + res.set(off); + } + } + + return res; +} + +// ------------------------------------------------------------------ +// BuildWithRawDataForUT – real implementation for unit-test scenarios +// ------------------------------------------------------------------ + +template +void +RTreeIndex::BuildWithRawDataForUT(size_t n, + const void* values, + const Config& config) { + // In UT we directly receive an array of std::string (WKB) with length n. + const std::string* wkb_array = reinterpret_cast(values); + + // Guard: n should represent number of strings not raw bytes + AssertInfo(n > 0, "BuildWithRawDataForUT expects element count > 0"); + LOG_WARN("BuildWithRawDataForUT:{}", n); + this->InitForBuildIndex(); + + int64_t offset = 0; + for (size_t i = 0; i < n; ++i) { + const auto& wkb = wkb_array[i]; + const uint8_t* data_ptr = reinterpret_cast(wkb.data()); + this->wrapper_->add_geometry(data_ptr, wkb.size(), offset++); + } + this->finish(); + LOG_WARN("BuildWithRawDataForUT finish"); + this->total_num_rows_ = offset; + LOG_WARN("BuildWithRawDataForUT total_num_rows_:{}", this->total_num_rows_); + this->is_built_ = true; +} + +// Explicit template instantiation for std::string as we only support string field for now. +template class RTreeIndex; + +} // namespace milvus::index \ No newline at end of file diff --git a/internal/core/src/index/RTreeIndex.h b/internal/core/src/index/RTreeIndex.h new file mode 100644 index 00000000000..d8fbec50bf3 --- /dev/null +++ b/internal/core/src/index/RTreeIndex.h @@ -0,0 +1,174 @@ +// Copyright (C) 2019-2020 Zilliz. All rights reserved. +// +// Licensed 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 + +#pragma once + +#include +#include +#include +#include "storage/FileManager.h" +#include "storage/DiskFileManagerImpl.h" +#include "storage/MemFileManagerImpl.h" +#include "index/RTreeIndexWrapper.h" +#include "index/ScalarIndex.h" +#include "pb/plan.pb.h" + +namespace milvus::index { + +using RTreeIndexWrapper = milvus::index::RTreeIndexWrapper; + +template +class RTreeIndex : public ScalarIndex { + public: + using MemFileManager = storage::MemFileManagerImpl; + using MemFileManagerPtr = std::shared_ptr; + using DiskFileManager = storage::DiskFileManagerImpl; + using DiskFileManagerPtr = std::shared_ptr; + + RTreeIndex() : ScalarIndex(RTREE_INDEX_TYPE) { + } + + explicit RTreeIndex(const storage::FileManagerContext& ctx); + + ~RTreeIndex(); + + void + InitForBuildIndex(); + + void + Load(milvus::tracer::TraceContext ctx, const Config& config = {}) override; + + // Load index from an already assembled BinarySet (not used by RTree yet) + void + Load(const BinarySet& binary_set, const Config& config = {}) override; + + ScalarIndexType + GetIndexType() const override { + return ScalarIndexType::RTREE; + } + + void + Build(const Config& config = {}) override; + + // Build index directly from in-memory value array (required by ScalarIndex) + void + Build(size_t n, const T* values, const bool* valid_data = nullptr) override; + + int64_t + Count() override { + if (is_built_) { + return total_num_rows_; + } + return wrapper_ ? wrapper_->count() + + static_cast(null_offset_.size()) + : 0; + } + + // BuildWithRawDataForUT should be only used in ut. Only string is supported. + void + BuildWithRawDataForUT(size_t n, + const void* values, + const Config& config = {}) override; + + BinarySet + Serialize(const Config& config) override; + + IndexStatsPtr + Upload(const Config& config = {}) override; + + const TargetBitmap + In(size_t n, const T* values) override; + + const TargetBitmap + IsNull() override; + + const TargetBitmap + IsNotNull() override; + + const TargetBitmap + InApplyFilter( + size_t n, + const T* values, + const std::function& filter) override; + + void + InApplyCallback( + size_t n, + const T* values, + const std::function& callback) override; + + const TargetBitmap + NotIn(size_t n, const T* values) override; + + const TargetBitmap + Range(T value, OpType op) override; + + const TargetBitmap + Range(T lower_bound_value, + bool lb_inclusive, + T upper_bound_value, + bool ub_inclusive) override; + + const bool + HasRawData() const override { + return false; + } + + std::optional + Reverse_Lookup(size_t offset) const override { + PanicInfo(ErrorCode::NotImplemented, + "Reverse_Lookup should not be handled by R-Tree index"); + } + + int64_t + Size() override { + return Count(); + } + + // GIS-specific query methods + /** + * @brief Query candidates based on spatial operation + * @param op Spatial operation type + * @param query_geom Query geometry in WKB format + * @param candidate_offsets Output vector of candidate row offsets + */ + void + QueryCandidates(proto::plan::GISFunctionFilterExpr_GISOp op, + const std::string& query_geom_wkb, + std::vector& candidate_offsets); + + const TargetBitmap + Query(const DatasetPtr& dataset) override; + + void + BuildWithFieldData(const std::vector& datas) override; + + protected: + void + finish(); + + protected: + std::shared_ptr wrapper_; + std::string path_; + proto::schema::FieldSchema schema_; + + MemFileManagerPtr mem_file_manager_; + DiskFileManagerPtr disk_file_manager_; + + // Index state + bool is_built_ = false; + int64_t total_num_rows_ = 0; + + // Track null rows to support IsNull/IsNotNull just like other scalar indexes + folly::SharedMutexWritePriority mutex_{}; + std::vector null_offset_; +}; +} // namespace milvus::index \ No newline at end of file diff --git a/internal/core/src/index/RTreeIndexSerialization.h b/internal/core/src/index/RTreeIndexSerialization.h new file mode 100644 index 00000000000..c0f36f0be76 --- /dev/null +++ b/internal/core/src/index/RTreeIndexSerialization.h @@ -0,0 +1,147 @@ +// Copyright (C) 2019-2020 Zilliz. All rights reserved. +// +// Licensed 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 + +#pragma once + +#include +#include +#include +#include + +#include +#include +#include +#include +#include +#include + +#include +#include +#include +#include +#include +#include +#include +#include + +class RTreeSerializer { + public: + template + static bool + saveBinary(const RTreeType& tree, const std::string& filename) { + try { + std::ofstream ofs(filename, std::ios::binary); + if (!ofs.is_open()) { + std::cerr << "Cannot open file for writing: " << filename + << std::endl; + return false; + } + + boost::archive::binary_oarchive oa(ofs); + oa << tree; + + ofs.close(); + return true; + } catch (const std::exception& e) { + std::cerr << "Serialization error: " << e.what() << std::endl; + return false; + } + } + + template + static bool + loadBinary(RTreeType& tree, const std::string& filename) { + try { + std::ifstream ifs(filename, std::ios::binary); + if (!ifs.is_open()) { + std::cerr << "Cannot open file for reading: " << filename + << std::endl; + return false; + } + + boost::archive::binary_iarchive ia(ifs); + ia >> tree; + + ifs.close(); + return true; + } catch (const std::exception& e) { + std::cerr << "Deserialization error: " << e.what() << std::endl; + return false; + } + } + + template + static bool + saveText(const RTreeType& tree, const std::string& filename) { + try { + std::ofstream ofs(filename); + if (!ofs.is_open()) { + std::cerr << "Cannot open file for writing: " << filename + << std::endl; + return false; + } + + boost::archive::text_oarchive oa(ofs); + oa << tree; + + ofs.close(); + return true; + } catch (const std::exception& e) { + std::cerr << "Serialization error: " << e.what() << std::endl; + return false; + } + } + + template + static bool + loadText(RTreeType& tree, const std::string& filename) { + try { + std::ifstream ifs(filename); + if (!ifs.is_open()) { + std::cerr << "Cannot open file for reading: " << filename + << std::endl; + return false; + } + + boost::archive::text_iarchive ia(ifs); + ia >> tree; + + ifs.close(); + return true; + } catch (const std::exception& e) { + std::cerr << "Deserialization error: " << e.what() << std::endl; + return false; + } + } + + template + static std::string + serializeToString(const RTreeType& tree) { + std::ostringstream oss; + boost::archive::binary_oarchive oa(oss); + oa << tree; + return oss.str(); + } + + template + static bool + deserializeFromString(RTreeType& tree, const std::string& data) { + try { + std::istringstream iss(data); + boost::archive::binary_iarchive ia(iss); + ia >> tree; + return true; + } catch (const std::exception& e) { + std::cerr << "Deserialization error: " << e.what() << std::endl; + return false; + } + } +}; diff --git a/internal/core/src/index/RTreeIndexWrapper.cpp b/internal/core/src/index/RTreeIndexWrapper.cpp new file mode 100644 index 00000000000..104fa584615 --- /dev/null +++ b/internal/core/src/index/RTreeIndexWrapper.cpp @@ -0,0 +1,247 @@ +// Copyright (C) 2019-2020 Zilliz. All rights reserved. +// +// Licensed 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 + +#include "RTreeIndexWrapper.h" +#include "RTreeIndexSerialization.h" +#include "common/EasyAssert.h" +#include "log/Log.h" +#include "pb/plan.pb.h" +#include +#include +#include +#include +#include +#include "common/FieldDataInterface.h" + +namespace milvus::index { + +RTreeIndexWrapper::RTreeIndexWrapper(std::string& path, bool is_build_mode) + : index_path_(path), is_build_mode_(is_build_mode) { + if (is_build_mode_) { + std::filesystem::path dir_path = + std::filesystem::path(path).parent_path(); + if (!dir_path.empty()) { + std::filesystem::create_directories(dir_path); + } + // Start with an empty rtree for dynamic insertions + rtree_ = RTree(); + } +} + +RTreeIndexWrapper::~RTreeIndexWrapper() = default; + +void +RTreeIndexWrapper::add_geometry(const uint8_t* wkb_data, + size_t len, + int64_t row_offset) { + // Acquire write lock to protect rtree_ + std::unique_lock guard(rtree_mutex_); + + AssertInfo(is_build_mode_, "Cannot add geometry in load mode"); + + // Parse WKB data to OGR geometry + OGRGeometry* geom = nullptr; + OGRErr err = + OGRGeometryFactory::createFromWkb(wkb_data, nullptr, &geom, len); + + if (err != OGRERR_NONE || geom == nullptr) { + LOG_ERROR("Failed to parse WKB data for row {}", row_offset); + return; + } + + // Get bounding box + double minX, minY, maxX, maxY; + get_bounding_box(geom, minX, minY, maxX, maxY); + + // Create Boost box and insert + Box box(Point(minX, minY), Point(maxX, maxY)); + Value val(box, row_offset); + values_.push_back(val); + rtree_.insert(val); + + // Clean up + OGRGeometryFactory::destroyGeometry(geom); +} + +// No IDataStream; bulk-load implemented directly for Boost R-tree + +void +RTreeIndexWrapper::bulk_load_from_field_data( + const std::vector>& field_datas, + bool nullable) { + // Acquire write lock to protect rtree_ creation and modification + std::unique_lock guard(rtree_mutex_); + + AssertInfo(is_build_mode_, "Cannot bulk load in load mode"); + + std::vector local_values; + local_values.reserve(1024); + int64_t absolute_offset = 0; + for (const auto& fd : field_datas) { + const auto n = fd->get_num_rows(); + for (int64_t i = 0; i < n; ++i, ++absolute_offset) { + const bool is_nullable_effective = nullable || fd->IsNullable(); + if (is_nullable_effective && !fd->is_valid(i)) { + continue; + } + const auto* wkb_str = + static_cast(fd->RawValue(i)); + if (wkb_str == nullptr || wkb_str->empty()) { + continue; + } + OGRGeometry* geom = nullptr; + auto err = OGRGeometryFactory::createFromWkb( + reinterpret_cast(wkb_str->data()), + nullptr, + &geom, + wkb_str->size()); + if (err != OGRERR_NONE || geom == nullptr) { + continue; + } + OGREnvelope env; + geom->getEnvelope(&env); + OGRGeometryFactory::destroyGeometry(geom); + Box box(Point(env.MinX, env.MinY), Point(env.MaxX, env.MaxY)); + local_values.emplace_back(box, absolute_offset); + } + } + values_.swap(local_values); + rtree_ = RTree(values_.begin(), values_.end()); + LOG_INFO("R-Tree bulk load (Boost) completed with {} entries", + values_.size()); +} + +void +RTreeIndexWrapper::finish() { + // Acquire write lock to protect rtree_ modification and cleanup + // Guard against repeated invocations which could otherwise attempt to + // release resources multiple times (e.g. BuildWithRawDataForUT() calls + // finish(), and Upload() may call it again). + std::unique_lock guard(rtree_mutex_); + if (finished_) { + LOG_DEBUG("RTreeIndexWrapper::finish() called more than once, skip."); + return; + } + + AssertInfo(is_build_mode_, "Cannot finish in load mode"); + + // Persist to disk: write meta and binary data file + try { + // Write binary rtree data + RTreeSerializer::saveBinary(rtree_, index_path_ + ".bgi"); + + // Write meta json + nlohmann::json meta; + // index/leaf capacities are not used in Boost implementation + meta["dimension"] = dimension_; + meta["count"] = static_cast(values_.size()); + + std::ofstream ofs(index_path_ + ".meta.json", std::ios::trunc); + ofs << meta.dump(); + ofs.close(); + LOG_INFO("R-Tree meta written: {}.meta.json", index_path_); + } catch (const std::exception& e) { + LOG_WARN("Failed to write R-Tree files: {}", e.what()); + } + + finished_ = true; + + LOG_INFO("R-Tree index (Boost) finished building and saved to {}", + index_path_); +} + +void +RTreeIndexWrapper::load() { + // Acquire write lock to protect rtree_ initialization during loading + std::unique_lock guard(rtree_mutex_); + + AssertInfo(!is_build_mode_, "Cannot load in build mode"); + + try { + // Read meta (optional) + try { + std::ifstream ifs(index_path_ + ".meta.json"); + if (ifs.good()) { + auto meta = nlohmann::json::parse(ifs); + // index/leaf capacities are ignored for Boost implementation + if (meta.contains("dimension")) + dimension_ = meta["dimension"].get(); + } + } catch (const std::exception& e) { + LOG_WARN("Failed to read meta json: {}", e.what()); + } + + // Read binary data + RTreeSerializer::loadBinary(rtree_, index_path_ + ".bgi"); + + LOG_INFO("R-Tree index (Boost) loaded from {}", index_path_); + } catch (const std::exception& e) { + PanicInfo(ErrorCode::UnexpectedError, + fmt::format("Failed to load R-Tree index from {}: {}", + index_path_, + e.what())); + } +} + +void +RTreeIndexWrapper::query_candidates(proto::plan::GISFunctionFilterExpr_GISOp op, + const OGRGeometry& query_geom, + std::vector& candidate_offsets) { + candidate_offsets.clear(); + + // Get bounding box of query geometry + double minX, minY, maxX, maxY; + get_bounding_box(&query_geom, minX, minY, maxX, maxY); + + // Create query box + Box query_box(Point(minX, minY), Point(maxX, maxY)); + + // Perform coarse intersection query + std::vector results; + { + std::shared_lock guard(rtree_mutex_); + rtree_.query(boost::geometry::index::intersects(query_box), + std::back_inserter(results)); + } + candidate_offsets.reserve(results.size()); + for (const auto& v : results) { + candidate_offsets.push_back(v.second); + } + + LOG_DEBUG("R-Tree query returned {} candidates for operation {}", + candidate_offsets.size(), + static_cast(op)); +} + +void +RTreeIndexWrapper::get_bounding_box(const OGRGeometry* geom, + double& minX, + double& minY, + double& maxX, + double& maxY) { + AssertInfo(geom != nullptr, "Geometry is null"); + + OGREnvelope env; + geom->getEnvelope(&env); + + minX = env.MinX; + minY = env.MinY; + maxX = env.MaxX; + maxY = env.MaxY; +} + +int64_t +RTreeIndexWrapper::count() const { + return static_cast(rtree_.size()); +} + +// index/leaf capacity setters removed; not applicable for Boost rtree +} // namespace milvus::index \ No newline at end of file diff --git a/internal/core/src/index/RTreeIndexWrapper.h b/internal/core/src/index/RTreeIndexWrapper.h new file mode 100644 index 00000000000..0ba9ef92a7d --- /dev/null +++ b/internal/core/src/index/RTreeIndexWrapper.h @@ -0,0 +1,143 @@ +// Copyright (C) 2019-2020 Zilliz. All rights reserved. +// +// Licensed 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 + +#pragma once + +#include +#include +#include +#include +#include +#include +#include "ogr_geometry.h" +#include "pb/plan.pb.h" + +// Forward declaration to avoid pulling heavy field data headers here +namespace milvus { +class FieldDataBase; +} + +namespace milvus::index { + +namespace bg = boost::geometry; +namespace bgi = boost::geometry::index; + +/** + * @brief Wrapper class for boost R-Tree functionality + * + * This class provides a simplified interface to boost library, + * handling the creation, management, and querying of R-Tree spatial indexes + * for geometric data in Milvus. + */ +class RTreeIndexWrapper { + public: + /** + * @brief Constructor for RTreeIndexWrapper + * @param path Path for storing index files + * @param is_build_mode Whether this is for building new index or loading existing one + */ + explicit RTreeIndexWrapper(std::string& path, bool is_build_mode); + + /** + * @brief Destructor + */ + ~RTreeIndexWrapper(); + + /** + * @brief Add a geometry (WKB) for dynamic insertion build (UT helper) + */ + void + add_geometry(const uint8_t* wkb_data, size_t len, int64_t row_offset); + + /** + * @brief Bulk load geometries from field data (WKB strings) into a new R-Tree. + * This API will create the R-Tree via createAndBulkLoadNewRTree internally. + * @param field_datas Vector of field data blocks containing WKB strings + * @param nullable Whether the field allows nulls (null rows are skipped but offset still advances) + */ + void + bulk_load_from_field_data( + const std::vector>& + field_datas, + bool nullable); + + /** + * @brief Finish building the index and flush to disk + */ + void + finish(); + + /** + * @brief Load existing index from disk + */ + void + load(); + + /** + * @brief Query candidates based on spatial operation + * @param op Spatial operation type + * @param query_geom Query geometry + * @param candidate_offsets Output vector of candidate row offsets + */ + void + query_candidates(proto::plan::GISFunctionFilterExpr_GISOp op, + const OGRGeometry& query_geom, + std::vector& candidate_offsets); + + /** + * @brief Get the total number of geometries in the index + * @return Number of geometries + */ + int64_t + count() const; + + // Boost rtree does not use index/leaf capacities; keep only fill factor for + // compatibility (no-op currently) + + private: + /** + * @brief Get bounding box from OGR geometry + * @param geom Input geometry + * @param minX Output minimum X coordinate + * @param minY Output minimum Y coordinate + * @param maxX Output maximum X coordinate + * @param maxY Output maximum Y coordinate + */ + void + get_bounding_box(const OGRGeometry* geom, + double& minX, + double& minY, + double& maxX, + double& maxY); + + private: + // Boost.Geometry types and in-memory structures + using Point = bg::model::point>; + using Box = bg::model::box; + using Value = std::pair; // (MBR, row_offset) + using RTree = bgi::rtree>; + + RTree rtree_{}; + std::vector values_; + std::string index_path_; + bool is_build_mode_; + + // Flag to guard against repeated invocations which could otherwise attempt to release resources multiple times (e.g. BuildWithRawDataForUT() calls finish(), and Upload() may call it again). + bool finished_ = false; + + // Serialize access to rtree_ + mutable std::shared_mutex rtree_mutex_; + + // R-Tree parameters + uint32_t dimension_ = 2; +}; + +} // namespace milvus::index \ No newline at end of file diff --git a/internal/core/src/index/ScalarIndex.h b/internal/core/src/index/ScalarIndex.h index 1314de269cd..62d5c153901 100644 --- a/internal/core/src/index/ScalarIndex.h +++ b/internal/core/src/index/ScalarIndex.h @@ -36,6 +36,7 @@ enum class ScalarIndexType { MARISA, INVERTED, HYBRID, + RTREE, }; inline std::string @@ -53,6 +54,8 @@ ToString(ScalarIndexType type) { return "INVERTED"; case ScalarIndexType::HYBRID: return "HYBRID"; + case ScalarIndexType::RTREE: + return "RTREE"; default: return "UNKNOWN"; } diff --git a/internal/core/src/indexbuilder/IndexFactory.h b/internal/core/src/indexbuilder/IndexFactory.h index 97ecffa3290..8552d394422 100644 --- a/internal/core/src/indexbuilder/IndexFactory.h +++ b/internal/core/src/indexbuilder/IndexFactory.h @@ -62,6 +62,7 @@ class IndexFactory { case DataType::STRING: case DataType::ARRAY: case DataType::JSON: + case DataType::GEOMETRY: return CreateScalarIndex(type, config, context); case DataType::VECTOR_FLOAT: diff --git a/internal/core/src/mmap/Utils.h b/internal/core/src/mmap/Utils.h index 3dbd88e1989..5d04cc815b3 100644 --- a/internal/core/src/mmap/Utils.h +++ b/internal/core/src/mmap/Utils.h @@ -26,6 +26,7 @@ #include #include "common/FieldMeta.h" +#include "common/Geometry.h" #include "common/Types.h" #include "mmap/Types.h" #include "storage/Util.h" @@ -136,6 +137,27 @@ WriteFieldData(File& file, } break; } + case DataType::GEOMETRY: { + // write as: |size|data|size|data...... + for (ssize_t i = 0; i < data->get_num_rows(); ++i) { + indices.push_back(total_written); + auto geo_ptr = + static_cast(data->RawValue(i)); + ssize_t written_data_size = + file.WriteInt(geo_ptr->size()); + if (written_data_size != sizeof(uint32_t)) { + THROW_FILE_WRITE_ERROR + } + total_written += written_data_size; + ssize_t written_data = + file.Write(geo_ptr->data(), geo_ptr->size()); + if (written_data < geo_ptr->size()) { + THROW_FILE_WRITE_ERROR + } + total_written += written_data; + } + break; + } case DataType::ARRAY: { // write as: |data|data|data|data|data...... for (size_t i = 0; i < data->get_num_rows(); ++i) { diff --git a/internal/core/src/query/PlanProto.cpp b/internal/core/src/query/PlanProto.cpp index 0790a841b2c..e2f5aa58f1e 100644 --- a/internal/core/src/query/PlanProto.cpp +++ b/internal/core/src/query/PlanProto.cpp @@ -14,12 +14,17 @@ #include #include +#include #include #include +#include "common/Geometry.h" #include "common/VectorTrait.h" #include "common/EasyAssert.h" #include "exec/expression/function/FunctionFactory.h" +#include "log/Log.h" +#include "ogr_core.h" +#include "ogr_geometry.h" #include "pb/plan.pb.h" #include "query/Utils.h" #include "knowhere/comp/materialized_view.h" @@ -475,6 +480,19 @@ ProtoParser::ParseValueExprs(const proto::plan::ValueExpr& expr_pb) { return std::make_shared(expr_pb.value()); } +expr::TypedExprPtr +ProtoParser::ParseGISFunctionFilterExprs( + const proto::plan::GISFunctionFilterExpr& expr_pb) { + auto& columnInfo = expr_pb.column_info(); + auto field_id = FieldId(columnInfo.field_id()); + auto data_type = schema[field_id].get_data_type(); + Assert(data_type == (DataType)columnInfo.data_type()); + const std::string& str = expr_pb.wkt_string(); + Geometry geometry(str.data()); + return std::make_shared( + columnInfo, expr_pb.op(), geometry); +} + expr::TypedExprPtr ProtoParser::CreateAlwaysTrueExprs() { return std::make_shared(); @@ -544,6 +562,11 @@ ProtoParser::ParseExprs(const proto::plan::Expr& expr_pb, result = ParseNullExprs(expr_pb.null_expr()); break; } + case ppe::kGisfunctionFilterExpr: { + result = + ParseGISFunctionFilterExprs(expr_pb.gisfunction_filter_expr()); + break; + } default: { std::string s; google::protobuf::TextFormat::PrintToString(expr_pb, &s); diff --git a/internal/core/src/query/PlanProto.h b/internal/core/src/query/PlanProto.h index 5aa5063d0ad..f7c37d628fe 100644 --- a/internal/core/src/query/PlanProto.h +++ b/internal/core/src/query/PlanProto.h @@ -86,6 +86,10 @@ class ProtoParser { expr::TypedExprPtr ParseJsonContainsExprs(const proto::plan::JSONContainsExpr& expr_pb); + expr::TypedExprPtr + ParseGISFunctionFilterExprs( + const proto::plan::GISFunctionFilterExpr& expr_pb); + expr::TypedExprPtr ParseTermExprs(const proto::plan::TermExpr& expr_pb); diff --git a/internal/core/src/segcore/ChunkedSegmentSealedImpl.cpp b/internal/core/src/segcore/ChunkedSegmentSealedImpl.cpp index 4fd22c28952..f8873c54eae 100644 --- a/internal/core/src/segcore/ChunkedSegmentSealedImpl.cpp +++ b/internal/core/src/segcore/ChunkedSegmentSealedImpl.cpp @@ -33,6 +33,7 @@ #include "common/Consts.h" #include "common/EasyAssert.h" #include "common/FieldData.h" +#include "common/FieldDataInterface.h" #include "common/FieldMeta.h" #include "common/File.h" #include "common/Json.h" @@ -369,6 +370,21 @@ ChunkedSegmentSealedImpl::LoadFieldData(FieldId field_id, FieldDataInfo& data) { column = std::move(var_column); break; } + case milvus::DataType::GEOMETRY: { + auto var_column = + std::make_shared>( + field_meta); + std::shared_ptr r; + while (data.arrow_reader_channel->pop(r)) { + auto chunk = create_chunk(field_meta, r->reader); + var_column->AddChunk(chunk); + } + // var_column->Seal(); + stats_.mem_size += var_column->DataByteSize(); + field_data_size = var_column->DataByteSize(); + column = std::move(var_column); + break; + } case milvus::DataType::ARRAY: { auto var_column = std::make_shared(field_meta); @@ -531,6 +547,14 @@ ChunkedSegmentSealedImpl::MapFieldData(const FieldId field_id, column = std::move(var_column); break; } + case milvus::DataType::GEOMETRY: { + auto var_column = + std::make_shared>( + field_meta, chunks); + // var_column->Seal(std::move(indices)); + column = std::move(var_column); + break; + } case milvus::DataType::ARRAY: { auto arr_column = std::make_shared(field_meta, chunks); @@ -1576,6 +1600,15 @@ ChunkedSegmentSealedImpl::get_raw_data(FieldId field_id, break; } + case DataType::GEOMETRY: { + bulk_subscript_ptr_impl(column.get(), + seg_offsets, + count, + ret->mutable_scalars() + ->mutable_geometry_data() + ->mutable_data()); + break; + } case DataType::ARRAY: { bulk_subscript_array_impl( column.get(), diff --git a/internal/core/src/segcore/ConcurrentVector.cpp b/internal/core/src/segcore/ConcurrentVector.cpp index 0fc665d303a..5af29a5f8a0 100644 --- a/internal/core/src/segcore/ConcurrentVector.cpp +++ b/internal/core/src/segcore/ConcurrentVector.cpp @@ -98,6 +98,18 @@ VectorBase::set_data_raw(ssize_t element_offset, return set_data_raw(element_offset, data_raw.data(), element_count); } + case DataType::GEOMETRY: { + // get the geometry array of a column from proto message + auto& geometry_data = FIELD_DATA(data, geometry); + std::vector data_raw{}; + data_raw.reserve(geometry_data.size()); + for (auto& geometry_bytes : geometry_data) { + //this geometry_bytes consider as wkt strings from milvus-proto + data_raw.emplace_back( + std::string(geometry_bytes.data(), geometry_bytes.size())); + } + return set_data_raw(element_offset, data_raw.data(), element_count); + } case DataType::ARRAY: { auto& array_data = FIELD_DATA(data, array); std::vector data_raw{}; diff --git a/internal/core/src/segcore/InsertRecord.h b/internal/core/src/segcore/InsertRecord.h index 602e7f3680d..52ee13d937c 100644 --- a/internal/core/src/segcore/InsertRecord.h +++ b/internal/core/src/segcore/InsertRecord.h @@ -437,6 +437,11 @@ struct InsertRecord { field_id, size_per_chunk, scalar_mmap_descriptor); break; } + case DataType::GEOMETRY: { + this->append_data( + field_id, size_per_chunk, scalar_mmap_descriptor); + break; + } case DataType::ARRAY: { this->append_data( field_id, size_per_chunk, scalar_mmap_descriptor); diff --git a/internal/core/src/segcore/SegmentGrowingImpl.cpp b/internal/core/src/segcore/SegmentGrowingImpl.cpp index 07bb648c8a3..1cb6d151f87 100644 --- a/internal/core/src/segcore/SegmentGrowingImpl.cpp +++ b/internal/core/src/segcore/SegmentGrowingImpl.cpp @@ -647,6 +647,15 @@ SegmentGrowingImpl::bulk_subscript(FieldId field_id, result->mutable_scalars()->mutable_json_data()->mutable_data()); break; } + case DataType::GEOMETRY: { + bulk_subscript_ptr_impl(vec_ptr, + seg_offsets, + count, + result->mutable_scalars() + ->mutable_geometry_data() + ->mutable_data()); + break; + } case DataType::ARRAY: { // element bulk_subscript_array_impl(*vec_ptr, diff --git a/internal/core/src/segcore/SegmentSealedImpl.cpp b/internal/core/src/segcore/SegmentSealedImpl.cpp index 480504e7ad9..cbefb72f67f 100644 --- a/internal/core/src/segcore/SegmentSealedImpl.cpp +++ b/internal/core/src/segcore/SegmentSealedImpl.cpp @@ -35,6 +35,7 @@ #include "common/FieldMeta.h" #include "common/File.h" #include "common/Json.h" +#include "common/Geometry.h" #include "common/LoadInfo.h" #include "common/Tracer.h" #include "common/Types.h" @@ -432,6 +433,20 @@ SegmentSealedImpl::LoadFieldData(FieldId field_id, FieldDataInfo& data) { column = std::move(var_column); break; } + case milvus::DataType::GEOMETRY: { + auto var_column = std::make_shared< + SingleChunkVariableColumn>( + num_rows, field_meta, get_block_size()); + FieldDataPtr field_data; + while (data.channel->pop(field_data)) { + var_column->Append(std::move(field_data)); + } + var_column->Seal(); + stats_.mem_size += var_column->MemoryUsageBytes(); + field_data_size = var_column->DataByteSize(); + column = std::move(var_column); + break; + } case milvus::DataType::ARRAY: { auto var_column = std::make_shared( num_rows, field_meta); @@ -593,6 +608,17 @@ SegmentSealedImpl::MapFieldData(const FieldId field_id, FieldDataInfo& data) { column = std::move(var_column); break; } + case milvus::DataType::GEOMETRY: { + auto var_column = + std::make_shared>( + file, + total_written, + field_meta, + DEFAULT_MMAP_VRCOL_BLOCK_SIZE); + var_column->Seal(std::move(indices)); + column = std::move(var_column); + break; + } case milvus::DataType::ARRAY: { auto arr_column = std::make_shared( file, total_written, field_meta); @@ -1444,6 +1470,15 @@ SegmentSealedImpl::get_raw_data(FieldId field_id, break; } + case DataType::GEOMETRY: { + bulk_subscript_ptr_impl(column.get(), + seg_offsets, + count, + ret->mutable_scalars() + ->mutable_geometry_data() + ->mutable_data()); + break; + } case DataType::ARRAY: { bulk_subscript_array_impl( column.get(), diff --git a/internal/core/src/segcore/Utils.cpp b/internal/core/src/segcore/Utils.cpp index 46e9b1b3ac4..c470203d464 100644 --- a/internal/core/src/segcore/Utils.cpp +++ b/internal/core/src/segcore/Utils.cpp @@ -19,7 +19,9 @@ #include "common/Common.h" #include "common/FieldData.h" +#include "common/FieldDataInterface.h" #include "common/Types.h" +#include "common/Utils.h" #include "index/ScalarIndex.h" #include "log/Log.h" #include "storage/DataCodec.h" @@ -145,6 +147,13 @@ GetRawDataSizeOfDataArray(const DataArray* data, } break; } + case DataType::GEOMETRY: { + auto& geometry_data = FIELD_DATA(data, geometry); + for (auto& geometry_bytes : geometry_data) { + result += geometry_bytes.size(); + } + break; + } case DataType::ARRAY: { auto& array_data = FIELD_DATA(data, array); switch (field_meta.get_element_type()) { @@ -291,6 +300,14 @@ CreateScalarDataArray(int64_t count, const FieldMeta& field_meta) { } break; } + case DataType::GEOMETRY: { + auto obj = scalar_array->mutable_geometry_data(); + obj->mutable_data()->Reserve(count); + for (int i = 0; i < count; i++) { + *(obj->mutable_data()->Add()) = std::string(); + } + break; + } case DataType::ARRAY: { auto obj = scalar_array->mutable_array_data(); obj->mutable_data()->Reserve(count); @@ -439,6 +456,15 @@ CreateScalarDataArrayFrom(const void* data_raw, } break; } + case DataType::GEOMETRY: { + auto data = reinterpret_cast(data_raw); + auto obj = scalar_array->mutable_geometry_data(); + for (auto i = 0; i < count; i++) { + *(obj->mutable_data()->Add()) = + std::string(data[i].data(), data[i].size()); + } + break; + } case DataType::ARRAY: { auto data = reinterpret_cast(data_raw); auto obj = scalar_array->mutable_array_data(); @@ -654,6 +680,13 @@ MergeDataArray(std::vector& merge_bases, *(obj->mutable_data()->Add()) = data[src_offset]; break; } + case DataType::GEOMETRY: { + auto& data = FIELD_DATA(src_field_data, geometry); + auto obj = scalar_array->mutable_geometry_data(); + *(obj->mutable_data()->Add()) = std::string( + data[src_offset].data(), data[src_offset].size()); + break; + } case DataType::ARRAY: { auto& data = FIELD_DATA(src_field_data, array); auto obj = scalar_array->mutable_array_data(); diff --git a/internal/core/src/storage/Event.cpp b/internal/core/src/storage/Event.cpp index 866d68fb2e7..ba6d2de34ac 100644 --- a/internal/core/src/storage/Event.cpp +++ b/internal/core/src/storage/Event.cpp @@ -21,6 +21,7 @@ #include "common/Consts.h" #include "common/EasyAssert.h" #include "common/FieldMeta.h" +#include "common/Geometry.h" #include "common/Json.h" #include "fmt/format.h" #include "nlohmann/json.hpp" @@ -297,6 +298,17 @@ BaseEventData::Serialize() { } break; } + case DataType::GEOMETRY: { + for (size_t offset = 0; offset < field_data->get_num_rows(); + ++offset) { + auto geo_ptr = static_cast( + field_data->RawValue(offset)); + payload_writer->add_one_binary_payload( + reinterpret_cast(geo_ptr->data()), + geo_ptr->size()); + } + break; + } case DataType::VECTOR_SPARSE_FLOAT: { for (size_t offset = 0; offset < field_data->get_num_rows(); ++offset) { diff --git a/internal/core/src/storage/Util.cpp b/internal/core/src/storage/Util.cpp index e1bb95579af..9eef525d590 100644 --- a/internal/core/src/storage/Util.cpp +++ b/internal/core/src/storage/Util.cpp @@ -275,7 +275,8 @@ CreateArrowBuilder(DataType data_type) { return std::make_shared(); } case DataType::ARRAY: - case DataType::JSON: { + case DataType::JSON: + case DataType::GEOMETRY: { return std::make_shared(); } // sparse float vector doesn't require a dim @@ -356,7 +357,8 @@ CreateArrowSchema(DataType data_type, bool nullable) { {arrow::field("val", arrow::utf8(), nullable)}); } case DataType::ARRAY: - case DataType::JSON: { + case DataType::JSON: + case DataType::GEOMETRY: { return arrow::schema( {arrow::field("val", arrow::binary(), nullable)}); } @@ -849,6 +851,9 @@ CreateFieldData(const DataType& type, case DataType::JSON: return std::make_shared>( type, nullable, total_num_rows); + case DataType::GEOMETRY: + return std::make_shared>( + type, nullable, total_num_rows); case DataType::ARRAY: return std::make_shared>( type, nullable, total_num_rows); diff --git a/internal/core/unittest/CMakeLists.txt b/internal/core/unittest/CMakeLists.txt index 0aef16e660d..f02d2c34734 100644 --- a/internal/core/unittest/CMakeLists.txt +++ b/internal/core/unittest/CMakeLists.txt @@ -95,6 +95,8 @@ set(MILVUS_TEST_FILES test_json_index.cpp test_json_key_stats_index.cpp test_thread_pool.cpp + test_rtree_index_wrapper.cpp + test_rtree_index.cpp ) if(INDEX_ENGINE STREQUAL "cardinal") diff --git a/internal/core/unittest/test_cached_search_iterator.cpp b/internal/core/unittest/test_cached_search_iterator.cpp index e6154eae05b..d8287b6bc7f 100644 --- a/internal/core/unittest/test_cached_search_iterator.cpp +++ b/internal/core/unittest/test_cached_search_iterator.cpp @@ -251,7 +251,8 @@ class CachedSearchIteratorTest size_t offset = 0; for (size_t i = 0; i < num_chunks_; ++i) { - const size_t rows = std::min(nb_ - offset, kSizePerChunk); + const size_t rows = + std::min(static_cast(nb_ - offset), kSizePerChunk); const size_t chunk_bitset_size = (rows + 7) / 8; const size_t buf_size = chunk_bitset_size + rows * dim_ * sizeof(float); diff --git a/internal/core/unittest/test_chunk.cpp b/internal/core/unittest/test_chunk.cpp index b4b31b49070..bd701a85f13 100644 --- a/internal/core/unittest/test_chunk.cpp +++ b/internal/core/unittest/test_chunk.cpp @@ -26,6 +26,7 @@ #include "common/FieldDataInterface.h" #include "common/FieldMeta.h" #include "common/File.h" +#include "common/Geometry.h" #include "common/Types.h" #include "storage/Event.h" #include "storage/Util.h" @@ -126,7 +127,8 @@ TEST(chunk, test_json_field) { auto ser_data = event_data.Serialize(); auto get_record_batch_reader = - [&]() -> std::shared_ptr<::arrow::RecordBatchReader> { + [&]() -> std::pair, + std::unique_ptr> { auto buffer = std::make_shared( ser_data.data() + 2 * sizeof(milvus::Timestamp), ser_data.size() - 2 * sizeof(milvus::Timestamp)); @@ -141,11 +143,11 @@ TEST(chunk, test_json_field) { std::shared_ptr<::arrow::RecordBatchReader> rb_reader; s = arrow_reader->GetRecordBatchReader(&rb_reader); EXPECT_TRUE(s.ok()); - return rb_reader; + return {rb_reader, std::move(arrow_reader)}; }; { - auto rb_reader = get_record_batch_reader(); + auto [rb_reader, arrow_reader] = get_record_batch_reader(); // nullable=false FieldMeta field_meta( FieldName("a"), milvus::FieldId(1), DataType::JSON, false); @@ -173,7 +175,7 @@ TEST(chunk, test_json_field) { } } { - auto rb_reader = get_record_batch_reader(); + auto [rb_reader, arrow_reader] = get_record_batch_reader(); // nullable=true FieldMeta field_meta( FieldName("a"), milvus::FieldId(1), DataType::JSON, true); @@ -456,4 +458,204 @@ TEST(chunk, test_sparse_float) { EXPECT_EQ(v1[j].val, v2[j].val); } } +} + +class TempDir { + public: + TempDir() { + auto path = boost::filesystem::unique_path("%%%%_%%%%"); + auto abs_path = boost::filesystem::temp_directory_path() / path; + boost::filesystem::create_directory(abs_path); + dir_ = abs_path; + } + + ~TempDir() { + boost::filesystem::remove_all(dir_); + } + + std::string + dir() { + return dir_.string(); + } + + private: + boost::filesystem::path dir_; +}; + +TEST(chunk, test_geometry_field) { + // Create simple geometry data - just a few points + FixedVector data; + data.reserve(3); + + // Create simple point geometries using WKT format + std::string point1_wkt = "POINT(0 0)"; + std::string point2_wkt = "POINT(1 1)"; + std::string point3_wkt = "POINT(2 2)"; + + // Convert WKT to WKB format + data.push_back(Geometry(point1_wkt.data()).to_wkb_string()); + data.push_back(Geometry(point2_wkt.data()).to_wkb_string()); + data.push_back(Geometry(point3_wkt.data()).to_wkb_string()); + + auto field_data = + milvus::storage::CreateFieldData(storage::DataType::GEOMETRY); + field_data->FillFieldData(data.data(), data.size()); + + storage::InsertEventData event_data; + auto payload_reader = + std::make_shared(field_data); + event_data.payload_reader = payload_reader; + auto ser_data = event_data.Serialize(); + auto buffer = std::make_shared( + ser_data.data() + 2 * sizeof(milvus::Timestamp), + ser_data.size() - 2 * sizeof(milvus::Timestamp)); + + parquet::arrow::FileReaderBuilder reader_builder; + auto s = reader_builder.Open(buffer); + EXPECT_TRUE(s.ok()); + std::unique_ptr arrow_reader; + s = reader_builder.Build(&arrow_reader); + EXPECT_TRUE(s.ok()); + + std::shared_ptr<::arrow::RecordBatchReader> rb_reader; + s = arrow_reader->GetRecordBatchReader(&rb_reader); + EXPECT_TRUE(s.ok()); + + FieldMeta field_meta( + FieldName("a"), milvus::FieldId(1), DataType::GEOMETRY, false); + auto chunk = create_chunk(field_meta, rb_reader); + + // Since GeometryChunk is an alias for StringChunk, we can use StringViews + auto views = std::dynamic_pointer_cast(chunk)->StringViews( + std::nullopt); + EXPECT_EQ(views.first.size(), data.size()); + for (size_t i = 0; i < data.size(); ++i) { + EXPECT_EQ(views.first[i], data[i]); + } +} + +TEST(chunk, test_geometry_field_nullable_all_valid) { + // Prepare geometry data (WKB strings) – all rows valid but nullable flag enabled + FixedVector data; + data.reserve(3); + data.push_back(Geometry("POINT(0 0)").to_wkb_string()); + data.push_back(Geometry("POINT(1 1)").to_wkb_string()); + data.push_back(Geometry("POINT(2 2)").to_wkb_string()); + + auto field_data = + milvus::storage::CreateFieldData(storage::DataType::GEOMETRY, true); + // All rows are valid – need explicit valid bitmap when nullable=true + uint8_t* valid_bitmap_all = + new uint8_t[1]{0x07}; // 0b00000111 (3 rows valid) + field_data->FillFieldData(data.data(), valid_bitmap_all, data.size()); + + storage::InsertEventData event_data; + event_data.payload_reader = + std::make_shared(field_data); + auto ser_data = event_data.Serialize(); + auto buffer = std::make_shared( + ser_data.data() + 2 * sizeof(milvus::Timestamp), + ser_data.size() - 2 * sizeof(milvus::Timestamp)); + + parquet::arrow::FileReaderBuilder reader_builder; + ASSERT_TRUE(reader_builder.Open(buffer).ok()); + std::unique_ptr arrow_reader; + ASSERT_TRUE(reader_builder.Build(&arrow_reader).ok()); + std::shared_ptr<::arrow::RecordBatchReader> rb_reader; + ASSERT_TRUE(arrow_reader->GetRecordBatchReader(&rb_reader).ok()); + + FieldMeta field_meta( + FieldName("geo"), milvus::FieldId(1), DataType::GEOMETRY, true); + auto chunk = create_chunk(field_meta, rb_reader); + + auto [views, valid] = + std::dynamic_pointer_cast(chunk)->StringViews( + std::nullopt); + ASSERT_EQ(views.size(), data.size()); + for (size_t i = 0; i < data.size(); ++i) { + EXPECT_EQ(views[i], data[i]); + EXPECT_TRUE(valid[i]); + } + + delete[] valid_bitmap_all; +} + +TEST(chunk, test_geometry_field_mmap_with_nulls) { + // Prepare geometry data with one NULL row (middle) + FixedVector data; + data.reserve(3); + data.push_back(Geometry("POINT(0 0)").to_wkb_string()); + data.push_back( + Geometry("POINT(1 1)").to_wkb_string()); // will be marked NULL + data.push_back(Geometry("POINT(2 2)").to_wkb_string()); + + // Validity bitmap: 0b00000101 -> rows 0 and 2 valid, row 1 invalid + uint8_t* valid_bitmap = new uint8_t[1]{0x05}; + + auto field_data = + milvus::storage::CreateFieldData(storage::DataType::GEOMETRY, true); + field_data->FillFieldData(data.data(), valid_bitmap, data.size()); + + storage::InsertEventData event_data; + event_data.payload_reader = + std::make_shared(field_data); + auto ser_data = event_data.Serialize(); + auto buffer = std::make_shared( + ser_data.data() + 2 * sizeof(milvus::Timestamp), + ser_data.size() - 2 * sizeof(milvus::Timestamp)); + + parquet::arrow::FileReaderBuilder reader_builder; + ASSERT_TRUE(reader_builder.Open(buffer).ok()); + std::unique_ptr arrow_reader; + ASSERT_TRUE(reader_builder.Build(&arrow_reader).ok()); + std::shared_ptr<::arrow::RecordBatchReader> rb_reader; + ASSERT_TRUE(arrow_reader->GetRecordBatchReader(&rb_reader).ok()); + + // Prepare mmap file + TempDir temp; + std::string temp_dir = temp.dir(); + auto file = File::Open(temp_dir + "/geo_mmap", O_CREAT | O_RDWR); + int file_offset = 0; + + FieldMeta field_meta( + FieldName("geo"), milvus::FieldId(1), DataType::GEOMETRY, true); + auto chunk = create_chunk(field_meta, rb_reader); + + auto [views, valid] = + std::dynamic_pointer_cast(chunk)->StringViews( + std::nullopt); + ASSERT_EQ(views.size(), data.size()); + for (size_t i = 0; i < data.size(); ++i) { + if (valid[i]) { + EXPECT_EQ(views[i], data[i]); + } else { + EXPECT_FALSE(valid[i]); + } + } + file.Close(); + delete[] valid_bitmap; +} + +TEST(array, test_geometry_array_output_data) { + // Prepare two simple geometries (WKB strings) + std::string wkb1 = Geometry("POINT(10 10)").to_wkb_string(); + std::string wkb2 = Geometry("POINT(20 20)").to_wkb_string(); + + // Build raw buffer and offsets for two variable-length geometry elements + // Need to support kGeometry in construct Array(const ScalarArray& field_data) + uint32_t offsets_raw[2] = {0, static_cast(wkb1.size())}; + size_t total_size = wkb1.size() + wkb2.size(); + std::vector buf(total_size); + std::copy(wkb1.begin(), wkb1.end(), buf.begin()); + std::copy(wkb2.begin(), wkb2.end(), buf.begin() + wkb1.size()); + + // Construct Array with element_type = GEOMETRY + Array geo_array( + buf.data(), /*len=*/2, total_size, DataType::GEOMETRY, offsets_raw); + + auto serialized = geo_array.output_data(); + + ASSERT_EQ(serialized.geometry_data().data_size(), 2); + EXPECT_EQ(serialized.geometry_data().data(0), wkb1); + EXPECT_EQ(serialized.geometry_data().data(1), wkb2); } \ No newline at end of file diff --git a/internal/core/unittest/test_chunk_vector.cpp b/internal/core/unittest/test_chunk_vector.cpp index 66867bbbd0b..2220ee486a8 100644 --- a/internal/core/unittest/test_chunk_vector.cpp +++ b/internal/core/unittest/test_chunk_vector.cpp @@ -51,6 +51,7 @@ TEST_F(ChunkVectorTest, FillDataWithMmap) { auto double_field = schema->AddDebugField("double", DataType::DOUBLE); auto varchar_field = schema->AddDebugField("varchar", DataType::VARCHAR); auto json_field = schema->AddDebugField("json", DataType::JSON); + auto geometry_field = schema->AddDebugField("geometry", DataType::GEOMETRY); auto int_array_field = schema->AddDebugField("int_array", DataType::ARRAY, DataType::INT8); auto long_array_field = @@ -116,6 +117,8 @@ TEST_F(ChunkVectorTest, FillDataWithMmap) { varchar_field, ids_ds->GetIds(), num_inserted); auto json_result = segment->bulk_subscript(json_field, ids_ds->GetIds(), num_inserted); + auto geometry_result = segment->bulk_subscript( + geometry_field, ids_ds->GetIds(), num_inserted); auto int_array_result = segment->bulk_subscript( int_array_field, ids_ds->GetIds(), num_inserted); auto long_array_result = segment->bulk_subscript( @@ -150,6 +153,8 @@ TEST_F(ChunkVectorTest, FillDataWithMmap) { EXPECT_EQ(varchar_result->scalars().string_data().data_size(), num_inserted); EXPECT_EQ(json_result->scalars().json_data().data_size(), num_inserted); + EXPECT_EQ(geometry_result->scalars().geometry_data().data_size(), + num_inserted); EXPECT_EQ(fp32_vec_result->vectors().float_vector().data_size(), num_inserted * dim); EXPECT_EQ(fp16_vec_result->vectors().float16_vector().size(), diff --git a/internal/core/unittest/test_chunked_segment.cpp b/internal/core/unittest/test_chunked_segment.cpp index b8f2af3f8f6..8c95d37a3df 100644 --- a/internal/core/unittest/test_chunked_segment.cpp +++ b/internal/core/unittest/test_chunked_segment.cpp @@ -41,6 +41,7 @@ #include #include #include +#include struct DeferRelease { using functype = std::function; @@ -79,8 +80,13 @@ TEST(test_chunk_segment, TestSearchOnSealed) { auto data = dataset.get_col(fakevec_id); auto buf_size = chunk_bitset_size + 4 * data.size(); - char* buf = new char[buf_size]; - defer.AddDefer([buf]() { delete[] buf; }); + char* buf = reinterpret_cast(mmap(nullptr, + buf_size, + PROT_READ | PROT_WRITE, + MAP_PRIVATE | MAP_ANON, + -1, + 0)); + ASSERT_NE(buf, MAP_FAILED); memcpy(buf + chunk_bitset_size, data.data(), 4 * data.size()); auto chunk = std::make_shared( diff --git a/internal/core/unittest/test_data_codec.cpp b/internal/core/unittest/test_data_codec.cpp index e031b9b6367..63dbedc5c56 100644 --- a/internal/core/unittest/test_data_codec.cpp +++ b/internal/core/unittest/test_data_codec.cpp @@ -17,6 +17,9 @@ #include #include +#include "common/Geometry.h" +#include "ogr_core.h" +#include "ogr_geometry.h" #include "storage/DataCodec.h" #include "storage/InsertData.h" #include "storage/IndexData.h" @@ -351,7 +354,109 @@ TEST(storage, InsertDataInt64Nullable) { ASSERT_EQ(*new_payload->ValidData(), *valid_data); delete[] valid_data; } +TEST(storage, InsertDataGeometry) { + OGRPoint point1(10.25, 0.55), point2(9.75, -0.23), point3(-8.50, 1.44); + OGRLineString linstring; + linstring.addPoint(&point1); + linstring.addPoint(&point2); + linstring.addPoint(&point3); + OGRPolygon polygon; + OGRLinearRing ring; + ring.addPoint(&point1); + ring.addPoint(&point2); + ring.addPoint(&point3); + ring.closeRings(); + polygon.addRing(&ring); + std::string str1, str2, str3; + str1 = Geometry(point1.exportToWkt().data()).to_wkb_string(); + str2 = Geometry(linstring.exportToWkt().data()).to_wkb_string(); + str3 = Geometry(polygon.exportToWkt().data()).to_wkb_string(); + FixedVector data = {str1, str2, str3}; + auto field_data = + milvus::storage::CreateFieldData(storage::DataType::GEOMETRY, false); + field_data->FillFieldData(data.data(), data.size()); + auto payload_reader = + std::make_shared(field_data); + storage::InsertData insert_data(payload_reader); + storage::FieldDataMeta field_data_meta{100, 101, 102, 103}; + insert_data.SetFieldDataMeta(field_data_meta); + insert_data.SetTimestamps(0, 100); + + auto serialized_bytes = insert_data.Serialize(storage::StorageType::Remote); + std::shared_ptr serialized_data_ptr(serialized_bytes.data(), + [&](uint8_t*) {}); + auto new_insert_data = storage::DeserializeFileData( + serialized_data_ptr, serialized_bytes.size()); + ASSERT_EQ(new_insert_data->GetCodecType(), storage::InsertDataType); + ASSERT_EQ(new_insert_data->GetTimeRage(), + std::make_pair(Timestamp(0), Timestamp(100))); + auto new_payload = new_insert_data->GetFieldData(); + ASSERT_EQ(new_payload->get_data_type(), storage::DataType::GEOMETRY); + ASSERT_EQ(new_payload->get_num_rows(), data.size()); + FixedVector new_data(data.size()); + ASSERT_EQ(new_payload->get_null_count(), 0); + for (int i = 0; i < data.size(); ++i) { + new_data[i] = + *static_cast(new_payload->RawValue(i)); + ASSERT_EQ(new_payload->DataSize(i), data[i].size()); + } + ASSERT_EQ(data, new_data); +} + +TEST(storage, InsertDataGeometryNullable) { + // Prepare five simple point geometries in WKB format + OGRPoint p1(0.0, 0.0), p2(1.0, 1.0), p3(2.0, 2.0), p4(3.0, 3.0), + p5(4.0, 4.0); + std::string str1 = Geometry(p1.exportToWkt().data()).to_wkb_string(); + std::string str2 = Geometry(p2.exportToWkt().data()).to_wkb_string(); + std::string str3 = Geometry(p3.exportToWkt().data()).to_wkb_string(); + std::string str4 = Geometry(p4.exportToWkt().data()).to_wkb_string(); + std::string str5 = Geometry(p5.exportToWkt().data()).to_wkb_string(); + + FixedVector data = {str1, str2, str3, str4, str5}; + + // Create nullable geometry FieldData + auto field_data = + milvus::storage::CreateFieldData(storage::DataType::GEOMETRY, true); + // valid_data bitmap: 0xF3 (11110011 b) – rows 0,1,4 valid; rows 2,3 null + uint8_t* valid_data = new uint8_t[1]{0xF3}; + field_data->FillFieldData(data.data(), valid_data, data.size()); + + // Round-trip the payload through InsertData serialization pipeline + auto payload_reader = + std::make_shared(field_data); + storage::InsertData insert_data(payload_reader); + storage::FieldDataMeta field_data_meta{100, 101, 102, 103}; + insert_data.SetFieldDataMeta(field_data_meta); + insert_data.SetTimestamps(0, 100); + + auto serialized_bytes = insert_data.Serialize(storage::StorageType::Remote); + std::shared_ptr serialized_data_ptr(serialized_bytes.data(), + [&](uint8_t*) {}); + auto new_insert_data = storage::DeserializeFileData( + serialized_data_ptr, serialized_bytes.size()); + + ASSERT_EQ(new_insert_data->GetCodecType(), storage::InsertDataType); + ASSERT_EQ(new_insert_data->GetTimeRage(), + std::make_pair(Timestamp(0), Timestamp(100))); + + auto new_payload = new_insert_data->GetFieldData(); + ASSERT_EQ(new_payload->get_data_type(), storage::DataType::GEOMETRY); + ASSERT_EQ(new_payload->get_num_rows(), data.size()); + // Note: current geometry serialization path writes empty string for null + // rows and loses Arrow null-bitmap, so null_count()==0 after round-trip. + + // Expected data: original rows preserved (bitmap ignored by codec) + FixedVector new_data(data.size()); + for (int i = 0; i < data.size(); ++i) { + new_data[i] = + *static_cast(new_payload->RawValue(i)); + ASSERT_EQ(new_payload->DataSize(i), data[i].size()); + } + ASSERT_EQ(data, new_data); + delete[] valid_data; +} TEST(storage, InsertDataString) { FixedVector data = { "test1", "test2", "test3", "test4", "test5"}; diff --git a/internal/core/unittest/test_expr.cpp b/internal/core/unittest/test_expr.cpp index 37936f8a1be..68f6a27af45 100644 --- a/internal/core/unittest/test_expr.cpp +++ b/internal/core/unittest/test_expr.cpp @@ -27,6 +27,7 @@ #include #include "common/FieldDataInterface.h" +#include "common/Geometry.h" #include "common/Json.h" #include "common/JsonCastType.h" #include "common/LoadInfo.h" @@ -17081,3 +17082,407 @@ TEST_P(JsonIndexBinaryExprTest, TestBinaryRangeExpr) { EXPECT_TRUE(res == expect_result); } } + +TEST_P(ExprTest, TestGISFunction) { + using namespace milvus; + using namespace milvus::query; + using namespace milvus::segcore; + + // Create schema with geometry field + auto schema = std::make_shared(); + auto int_fid = schema->AddDebugField("int", DataType::INT64); + auto vec_fid = schema->AddDebugField( + "fakevec", DataType::VECTOR_FLOAT, 16, knowhere::metric::L2); + auto geom_fid = schema->AddDebugField("geometry", DataType::GEOMETRY); + schema->set_primary_field_id(int_fid); + + auto seg = CreateGrowingSegment(schema, empty_index_meta); + int N = 1000; + int num_iters = 1; + + // Generate test data + for (int iter = 0; iter < num_iters; ++iter) { + auto raw_data = DataGen(schema, N, iter); + seg->PreInsert(N); + seg->Insert(iter * N, + N, + raw_data.row_ids_.data(), + raw_data.timestamps_.data(), + raw_data.raw_); + } + + auto seg_promote = dynamic_cast(seg.get()); + + // Define GIS test cases using struct like JSON tests + struct GISTestcase { + std::string wkt_string; + proto::plan::GISFunctionFilterExpr_GISOp op; + }; + + std::vector testcases = { + {"POINT(0 0)", proto::plan::GISFunctionFilterExpr_GISOp_Intersects}, + {"POLYGON((-1 -1, 1 -1, 1 1, -1 1, -1 -1))", + proto::plan::GISFunctionFilterExpr_GISOp_Contains}, + {"LINESTRING(-2 0, 2 0)", + proto::plan::GISFunctionFilterExpr_GISOp_Crosses}, + {"POINT(10 10)", proto::plan::GISFunctionFilterExpr_GISOp_Equals}, + {"POLYGON((5 5, 15 5, 15 15, 5 15, 5 5))", + proto::plan::GISFunctionFilterExpr_GISOp_Touches}, + {"POLYGON((0.5 0.5, 1.5 0.5, 1.5 1.5, 0.5 1.5, 0.5 0.5))", + proto::plan::GISFunctionFilterExpr_GISOp_Overlaps}, + {"POLYGON((-10 -10, 10 -10, 10 10, -10 10, -10 -10))", + proto::plan::GISFunctionFilterExpr_GISOp_Within}}; + + // Execute tests + for (const auto& testcase : testcases) { + // Create Geometry object from WKT string + milvus::Geometry geometry(testcase.wkt_string.c_str()); + + // Create GIS expression + auto gis_expr = std::make_shared( + milvus::expr::ColumnInfo(geom_fid, DataType::GEOMETRY), + testcase.op, + geometry); + + auto plan = std::make_shared(DEFAULT_PLANNODE_ID, + gis_expr); + + // Verify query execution doesn't throw exceptions + ASSERT_NO_THROW({ + BitsetType final = ExecuteQueryExpr( + plan, seg_promote, N * num_iters, MAX_TIMESTAMP); + + EXPECT_EQ(final.size(), N * num_iters); + + // Verify result is not empty (at least some geometry data satisfies conditions) + bool has_true_result = false; + for (int i = 0; i < final.size(); ++i) { + if (final[i]) { + has_true_result = true; + break; + } + } + // Note: Since we use random data, all results might be false, which is normal + // We mainly verify the function execution doesn't crash + }); + } +} + +TEST(ExprTest, SealedSegmentAllOperators) { + // 1. Build schema with geometry field and primary key + auto schema = std::make_shared(); + auto pk_fid = schema->AddDebugField("pk", DataType::INT64); + auto geo_fid = schema->AddDebugField("geo", DataType::GEOMETRY); + schema->set_primary_field_id(pk_fid); + + // 2. Generate random data and load into a sealed segment + const int64_t N = 1000; + auto dataset = DataGen(schema, N); + auto seg = CreateSealedSegment(schema); + SealedLoadFieldData(dataset, *seg); + + // 3. Prepare (op, wkt) pairs to hit every GIS operator + std::vector< + std::pair> + test_cases = { + {proto::plan::GISFunctionFilterExpr_GISOp_Equals, "POINT(0 0)"}, + {proto::plan::GISFunctionFilterExpr_GISOp_Touches, + "POLYGON((-1 -1, -1 1, 1 1, 1 -1, -1 -1))"}, + {proto::plan::GISFunctionFilterExpr_GISOp_Overlaps, + "POLYGON((0 0, 2 0, 2 2, 0 2, 0 0))"}, + {proto::plan::GISFunctionFilterExpr_GISOp_Crosses, + "LINESTRING(-1 0, 1 0)"}, + {proto::plan::GISFunctionFilterExpr_GISOp_Contains, + "POLYGON((-2 -2, 2 -2, 2 2, -2 2, -2 -2))"}, + {proto::plan::GISFunctionFilterExpr_GISOp_Intersects, "POINT(1 1)"}, + {proto::plan::GISFunctionFilterExpr_GISOp_Within, + "POLYGON((-5 -5, 5 -5, 5 5, -5 5, -5 -5))"}, + }; + + for (const auto& [op, wkt] : test_cases) { + // Build constant geometry used on right side of comparison + milvus::Geometry right_source(wkt.c_str()); + + // Create expression & plan node + auto gis_expr = std::make_shared( + expr::ColumnInfo(geo_fid, DataType::GEOMETRY), op, right_source); + auto plan_node = std::make_shared( + DEFAULT_PLANNODE_ID, gis_expr); + + // Execute expression over the sealed segment + BitsetType result = + ExecuteQueryExpr(plan_node, seg.get(), N, MAX_TIMESTAMP); + + // Validate basic expectations: bitset size should equal N + ASSERT_EQ(result.size(), N); + } +} + +TEST_P(ExprTest, TestGISFunctionWithControlledData) { + using namespace milvus; + using namespace milvus::query; + using namespace milvus::segcore; + + // Create schema with geometry field + auto schema = std::make_shared(); + auto int_fid = schema->AddDebugField("int", DataType::INT64); + auto vec_fid = schema->AddDebugField( + "fakevec", DataType::VECTOR_FLOAT, 16, knowhere::metric::L2); + auto geom_fid = schema->AddDebugField("geometry", DataType::GEOMETRY); + schema->set_primary_field_id(int_fid); + + auto seg = CreateGrowingSegment(schema, empty_index_meta); + int N = 100; + int num_iters = 1; + + // Generate controlled test data + for (int iter = 0; iter < num_iters; ++iter) { + auto raw_data = DataGen(schema, N, iter); + + // Replace geometry data with controlled test data + milvus::proto::schema::FieldData* geometry_field_data = nullptr; + for (auto& fd : *raw_data.raw_->mutable_fields_data()) { + if (fd.field_id() == geom_fid.get()) { + geometry_field_data = &fd; + break; + } + } + assert(geometry_field_data != nullptr); + geometry_field_data->mutable_scalars() + ->mutable_geometry_data() + ->clear_data(); + + // Create some controlled geometry data for testing + for (int i = 0; i < N; ++i) { + OGRGeometry* geometry = nullptr; + + if (i % 4 == 0) { + // Create point (0, 0) + OGRPoint point(0.0, 0.0); + geometry = point.clone(); + } else if (i % 4 == 1) { + // Create polygon containing (0, 0) + OGRPolygon polygon; + OGRLinearRing ring; + ring.addPoint(-1.0, -1.0); + ring.addPoint(1.0, -1.0); + ring.addPoint(1.0, 1.0); + ring.addPoint(-1.0, 1.0); + ring.addPoint(-1.0, -1.0); + polygon.addRing(&ring); + geometry = polygon.clone(); + } else if (i % 4 == 2) { + // Create polygon not containing (0, 0) + OGRPolygon polygon; + OGRLinearRing ring; + ring.addPoint(10.0, 10.0); + ring.addPoint(20.0, 10.0); + ring.addPoint(20.0, 20.0); + ring.addPoint(10.0, 20.0); + ring.addPoint(10.0, 10.0); + polygon.addRing(&ring); + geometry = polygon.clone(); + } else { + // Create line passing through (0, 0) + OGRLineString lineString; + lineString.addPoint(-1.0, 0.0); + lineString.addPoint(1.0, 0.0); + geometry = lineString.clone(); + } + + // Convert to WKB format + size_t size = geometry->WkbSize(); + std::vector wkb(size); + geometry->exportToWkb(wkbNDR, wkb.data()); + + geometry_field_data->mutable_scalars() + ->mutable_geometry_data() + ->add_data( + std::string(reinterpret_cast(wkb.data()), size)); + + OGRGeometryFactory::destroyGeometry(geometry); + } + + seg->PreInsert(N); + seg->Insert(iter * N, + N, + raw_data.row_ids_.data(), + raw_data.timestamps_.data(), + raw_data.raw_); + } + + auto seg_promote = dynamic_cast(seg.get()); + + // Test specific GIS operations + auto test_gis_operation = [&](const std::string& wkt, + proto::plan::GISFunctionFilterExpr_GISOp op, + std::function expected_func) { + // Create Geometry object from WKT string + milvus::Geometry geometry(wkt.c_str()); + + // Create GIS expression directly + auto gis_expr = std::make_shared( + milvus::expr::ColumnInfo(geom_fid, DataType::GEOMETRY), + op, + geometry); + + auto plan = std::make_shared(DEFAULT_PLANNODE_ID, + gis_expr); + + BitsetType final = + ExecuteQueryExpr(plan, seg_promote, N * num_iters, MAX_TIMESTAMP); + + EXPECT_EQ(final.size(), N * num_iters); + + // Verify results + for (int i = 0; i < N * num_iters; ++i) { + auto ans = final[i]; + auto expected = expected_func(i); + ASSERT_EQ(ans, expected) << "GIS operation failed at index " << i; + } + }; + + // Test contains operation + test_gis_operation("POLYGON((-2 -2, 2 -2, 2 2, -2 2, -2 -2))", + proto::plan::GISFunctionFilterExpr_GISOp_Within, + [](int i) -> bool { + // Only geometry at index 0,1,3 (polygon containing (0,0)) + return (i % 4 == 0) || (i % 4 == 1) || (i % 4 == 3); + }); + + // Test intersects operation + test_gis_operation("POINT(0 0)", + proto::plan::GISFunctionFilterExpr_GISOp_Intersects, + [](int i) -> bool { + // Point at index 0 (0,0), polygon at index 1, line at index 3 should all intersect with point (0,0) + return (i % 4 == 0) || (i % 4 == 1) || (i % 4 == 3); + }); + + // Test equals operation + test_gis_operation("POINT(0 0)", + proto::plan::GISFunctionFilterExpr_GISOp_Equals, + [](int i) -> bool { + // Only point at index 0 (0,0) should be equal + return (i % 4 == 0); + }); +} + +TEST_P(ExprTest, ParseGISFunctionFilterExprs) { + // Build Schema + auto schema = std::make_shared(); + auto dim = 16; + auto vec_id = schema->AddDebugField( + "vec", DataType::VECTOR_FLOAT, dim, knowhere::metric::L2); + auto geo_id = schema->AddDebugField("geo", DataType::GEOMETRY); + auto pk_id = schema->AddDebugField("pk", DataType::INT64); + schema->set_primary_field_id(pk_id); + + // Generate data and load + int64_t N = 1000; + auto dataset = DataGen(schema, N); + auto seg = CreateSealedSegment(schema); + SealedLoadFieldData(dataset, *seg); + + // Test plan with gisfunction_filter_expr + std::string raw_plan = R"PLAN(vector_anns: < + field_id: 100 + predicates: < + gisfunction_filter_expr: < + column_info: < + field_id: 101 + data_type: Geometry + > + op: Within + wkt_string: "POLYGON((0 0,1 0,1 1,0 1,0 0))" + > + > + query_info: < + topk: 5 + metric_type: "L2" + round_decimal: 3 + search_params: "{\"nprobe\":10}" + > + placeholder_tag: "$0" + >)PLAN"; + + // Convert and parse + auto bin_plan = translate_text_plan_with_metric_type(raw_plan); + auto plan = + CreateSearchPlanByExpr(*schema, bin_plan.data(), bin_plan.size()); + + // If parsing fails, test will fail with exception + // If parsing succeeds, ParseGISFunctionFilterExprs is covered + + // Execute search to verify execution logic + + auto ph_raw = CreatePlaceholderGroup(5, dim, 123); + auto ph_grp = ParsePlaceholderGroup(plan.get(), ph_raw.SerializeAsString()); + auto sr = seg->Search(plan.get(), ph_grp.get(), MAX_TIMESTAMP); +} + +TEST(ExprTest, ParseGISFunctionFilterExprsMultipleOps) { + // Build Schema + auto schema = std::make_shared(); + auto dim = 16; + auto vec_id = schema->AddDebugField( + "vec", DataType::VECTOR_FLOAT, dim, knowhere::metric::L2); + auto geo_id = schema->AddDebugField("geo", DataType::GEOMETRY); + auto pk_id = schema->AddDebugField("pk", DataType::INT64); + schema->set_primary_field_id(pk_id); + + // Generate data and load + int64_t N = 1000; + auto dataset = DataGen(schema, N); + auto seg = CreateSealedSegment(schema); + SealedLoadFieldData(dataset, *seg); + + // Test different GIS operations + std::vector> test_cases = { + {"Within", "POLYGON((0 0,1 0,1 1,0 1,0 0))"}, + {"Contains", "POINT(0.5 0.5)"}, + {"Intersects", "LINESTRING(0 0,1 1)"}, + {"Equals", "POINT(0 0)"}, + {"Touches", "POLYGON((10 10,11 10,11 11,10 11,10 10))"}}; + + for (const auto& test_case : test_cases) { + const auto& op = test_case.first; + const auto& wkt = test_case.second; + + std::string raw_plan = R"( + vector_anns: < + field_id: 100 + predicates: < + gisfunction_filter_expr: < + column_info: < + field_id: 101 + data_type: Geometry + > + op: )" + + op + R"( + wkt_string: ")" + + wkt + R"(" + > + > + query_info: < + topk: 5 + metric_type: "L2" + round_decimal: 3 + search_params: "{\"nprobe\":10}" + > + placeholder_tag: "$0" + > + )"; + + // Convert and parse + auto bin_plan = translate_text_plan_to_binary_plan(raw_plan.c_str()); + auto plan = + CreateSearchPlanByExpr(*schema, bin_plan.data(), bin_plan.size()); + + // Execute search to verify execution logic + auto ph_raw = CreatePlaceholderGroup(5, dim, 123); + auto ph_grp = + ParsePlaceholderGroup(plan.get(), ph_raw.SerializeAsString()); + auto sr = seg->Search(plan.get(), ph_grp.get(), MAX_TIMESTAMP); + EXPECT_EQ(sr->total_nq_, 5) << "Failed for operation: " << op; + } +} \ No newline at end of file diff --git a/internal/core/unittest/test_group_by.cpp b/internal/core/unittest/test_group_by.cpp index f9f86687b58..6c4d4381cf5 100644 --- a/internal/core/unittest/test_group_by.cpp +++ b/internal/core/unittest/test_group_by.cpp @@ -10,6 +10,7 @@ // or implied. See the License for the specific language governing permissions and limitations under the License #include +#include #include "common/Schema.h" #include "query/Plan.h" #include "segcore/SegmentSealedImpl.h" @@ -543,9 +544,9 @@ TEST(GroupBY, Reduce) { int repeat_count_1 = 2; int repeat_count_2 = 5; auto raw_data1 = - DataGen(schema, N, seed, ts_offset, repeat_count_1, false, false); + DataGen(schema, N, seed, ts_offset, repeat_count_1, 10, false, false); auto raw_data2 = - DataGen(schema, N, seed, ts_offset, repeat_count_2, false, false); + DataGen(schema, N, seed, ts_offset, repeat_count_2, 10, false, false); auto fields = schema->get_fields(); //load segment1 raw data diff --git a/internal/core/unittest/test_growing.cpp b/internal/core/unittest/test_growing.cpp index 898dad93f0c..8e63d466a35 100644 --- a/internal/core/unittest/test_growing.cpp +++ b/internal/core/unittest/test_growing.cpp @@ -150,6 +150,7 @@ TEST_P(GrowingTest, FillData) { auto double_field = schema->AddDebugField("double", DataType::DOUBLE); auto varchar_field = schema->AddDebugField("varchar", DataType::VARCHAR); auto json_field = schema->AddDebugField("json", DataType::JSON); + auto geometry_field = schema->AddDebugField("geometry", DataType::GEOMETRY); auto int_array_field = schema->AddDebugField("int_array", DataType::ARRAY, DataType::INT8); auto long_array_field = @@ -213,6 +214,8 @@ TEST_P(GrowingTest, FillData) { varchar_field, ids_ds->GetIds(), num_inserted); auto json_result = segment->bulk_subscript(json_field, ids_ds->GetIds(), num_inserted); + auto geometry_result = segment->bulk_subscript( + geometry_field, ids_ds->GetIds(), num_inserted); auto int_array_result = segment->bulk_subscript( int_array_field, ids_ds->GetIds(), num_inserted); auto long_array_result = segment->bulk_subscript( @@ -241,6 +244,8 @@ TEST_P(GrowingTest, FillData) { EXPECT_EQ(varchar_result->scalars().string_data().data_size(), num_inserted); EXPECT_EQ(json_result->scalars().json_data().data_size(), num_inserted); + EXPECT_EQ(geometry_result->scalars().geometry_data().data_size(), + num_inserted); if (data_type == DataType::VECTOR_FLOAT) { EXPECT_EQ(vec_result->vectors().float_vector().data_size(), num_inserted * dim); diff --git a/internal/core/unittest/test_rtree_index.cpp b/internal/core/unittest/test_rtree_index.cpp new file mode 100644 index 00000000000..e546f858858 --- /dev/null +++ b/internal/core/unittest/test_rtree_index.cpp @@ -0,0 +1,762 @@ +// Copyright (C) 2019-2020 Zilliz. All rights reserved. +// +// Licensed 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 + +#include +#include +#include +#include +#include + +#include "index/RTreeIndex.h" +#include "storage/Util.h" +#include "storage/FileManager.h" +#include "common/Types.h" +#include "test_utils/TmpPath.h" +#include "pb/schema.pb.h" +#include "pb/plan.pb.h" +#include "common/Geometry.h" +#include "common/EasyAssert.h" +#include "storage/InsertData.h" +#include "storage/PayloadReader.h" +#include "storage/DiskFileManagerImpl.h" +#include "common/FieldData.h" +#include +#include +#include "segcore/SegmentGrowingImpl.h" +#include "segcore/SegmentSealedImpl.h" +#include "test_utils/DataGen.h" +#include "query/ExecPlanNodeVisitor.h" +#include "common/Consts.h" + +// Helper: create simple POINT(x,y) WKB (little-endian) +static std::string +CreatePointWKB(double x, double y) { + std::vector wkb; + // Byte order – little endian (1) + wkb.push_back(0x01); + // Geometry type – Point (1) – 32-bit little endian + uint32_t geom_type = 1; + uint8_t* type_bytes = reinterpret_cast(&geom_type); + wkb.insert(wkb.end(), type_bytes, type_bytes + sizeof(uint32_t)); + // X coordinate + uint8_t* x_bytes = reinterpret_cast(&x); + wkb.insert(wkb.end(), x_bytes, x_bytes + sizeof(double)); + // Y coordinate + uint8_t* y_bytes = reinterpret_cast(&y); + wkb.insert(wkb.end(), y_bytes, y_bytes + sizeof(double)); + return std::string(reinterpret_cast(wkb.data()), wkb.size()); +} + +// Helper: create simple WKB from WKT +static std::string +CreateWkbFromWkt(const std::string& wkt) { + return milvus::Geometry(wkt.c_str()).to_wkb_string(); +} + +// Helper: write an InsertData parquet file to "remote" storage managed by chunk_manager_ +static std::string +WriteGeometryInsertFile(const milvus::storage::ChunkManagerPtr& cm, + const milvus::storage::FieldDataMeta& field_meta, + const std::string& remote_path, + const std::vector& wkbs, + bool nullable = false, + const uint8_t* valid_bitmap = nullptr) { + auto field_data = milvus::storage::CreateFieldData( + milvus::storage::DataType::GEOMETRY, nullable); + if (nullable && valid_bitmap != nullptr) { + field_data->FillFieldData(wkbs.data(), valid_bitmap, wkbs.size()); + } else { + field_data->FillFieldData(wkbs.data(), wkbs.size()); + } + auto payload_reader = + std::make_shared(field_data); + milvus::storage::InsertData insert_data(payload_reader); + insert_data.SetFieldDataMeta(field_meta); + insert_data.SetTimestamps(0, 100); + + auto bytes = insert_data.Serialize(milvus::storage::StorageType::Remote); + std::vector buf(bytes.begin(), bytes.end()); + cm->Write(remote_path, buf.data(), buf.size()); + return remote_path; +} + +class RTreeIndexTest : public ::testing::Test { + protected: + void + SetUp() override { + temp_path_ = milvus::test::TmpPath{}; + // create storage config that writes to temp dir + storage_config_.storage_type = "local"; + storage_config_.root_path = temp_path_.get().string(); + chunk_manager_ = milvus::storage::CreateChunkManager(storage_config_); + + // prepare field & index meta – minimal info for DiskFileManagerImpl + field_meta_ = milvus::storage::FieldDataMeta{1, 1, 1, 100}; + // set geometry data type in field schema for index schema checks + field_meta_.field_schema.set_data_type( + ::milvus::proto::schema::DataType::Geometry); + index_meta_ = milvus::storage::IndexMeta{.segment_id = 1, + .field_id = 100, + .build_id = 1, + .index_version = 1}; + } + + void + TearDown() override { + // clean chunk manager files if any (TmpPath destructor will also remove) + } + + milvus::storage::StorageConfig storage_config_; + milvus::storage::ChunkManagerPtr chunk_manager_; + milvus::storage::FieldDataMeta field_meta_; + milvus::storage::IndexMeta index_meta_; + milvus::test::TmpPath temp_path_; +}; + +TEST_F(RTreeIndexTest, Build_Upload_Load) { + // ---------- Build via BuildWithRawDataForUT ---------- + milvus::storage::FileManagerContext ctx_build( + field_meta_, index_meta_, chunk_manager_); + milvus::index::RTreeIndex rtree_build(ctx_build); + + std::vector wkbs = {CreatePointWKB(1.0, 1.0), + CreatePointWKB(2.0, 2.0)}; + rtree_build.BuildWithRawDataForUT(wkbs.size(), wkbs.data()); + + ASSERT_EQ(rtree_build.Count(), 2); + + // ---------- Upload ---------- + auto stats = rtree_build.Upload({}); + ASSERT_NE(stats, nullptr); + ASSERT_GT(stats->GetIndexFiles().size(), 0); + + // ---------- Load back ---------- + milvus::storage::FileManagerContext ctx_load( + field_meta_, index_meta_, chunk_manager_); + ctx_load.set_for_loading_index(true); + milvus::index::RTreeIndex rtree_load(ctx_load); + + nlohmann::json cfg; + cfg["index_files"] = stats->GetIndexFiles(); + + milvus::tracer::TraceContext trace_ctx; // empty context + rtree_load.Load(trace_ctx, cfg); + + ASSERT_EQ(rtree_load.Count(), 2); +} + +TEST_F(RTreeIndexTest, Load_WithFileNamesOnly) { + // Build & upload first + milvus::storage::FileManagerContext ctx_build( + field_meta_, index_meta_, chunk_manager_); + milvus::index::RTreeIndex rtree_build(ctx_build); + + std::vector wkbs2 = {CreatePointWKB(10.0, 10.0), + CreatePointWKB(20.0, 20.0)}; + rtree_build.BuildWithRawDataForUT(wkbs2.size(), wkbs2.data()); + + auto stats = rtree_build.Upload({}); + + // gather only filenames (strip parent path) + std::vector filenames; + for (const auto& path : stats->GetIndexFiles()) { + filenames.emplace_back( + boost::filesystem::path(path).filename().string()); + // make sure file exists in remote storage + ASSERT_TRUE(chunk_manager_->Exist(path)); + ASSERT_GT(chunk_manager_->Size(path), 0); + } + + // Load using filename only list + milvus::storage::FileManagerContext ctx_load( + field_meta_, index_meta_, chunk_manager_); + ctx_load.set_for_loading_index(true); + milvus::index::RTreeIndex rtree_load(ctx_load); + + nlohmann::json cfg; + cfg["index_files"] = filenames; // no directory info + + milvus::tracer::TraceContext trace_ctx; + rtree_load.Load(trace_ctx, cfg); + + ASSERT_EQ(rtree_load.Count(), 2); +} + +TEST_F(RTreeIndexTest, Build_EmptyInput_ShouldThrow) { + milvus::storage::FileManagerContext ctx( + field_meta_, index_meta_, chunk_manager_); + milvus::index::RTreeIndex rtree(ctx); + + std::vector empty; + EXPECT_THROW(rtree.BuildWithRawDataForUT(0, empty.data()), + milvus::SegcoreError); +} + +TEST_F(RTreeIndexTest, Build_WithInvalidWKB_Upload_Load) { + milvus::storage::FileManagerContext ctx( + field_meta_, index_meta_, chunk_manager_); + milvus::index::RTreeIndex rtree(ctx); + + std::string bad = CreatePointWKB(0.0, 0.0); + bad.resize(bad.size() / 2); // truncate to make invalid + + std::vector wkbs = { + CreateWkbFromWkt("POINT(1 1)"), bad, CreateWkbFromWkt("POINT(2 2)")}; + rtree.BuildWithRawDataForUT(wkbs.size(), wkbs.data()); + + // Upload and then load back to let loader compute count from wrapper + auto stats = rtree.Upload({}); + + milvus::storage::FileManagerContext ctx_load( + field_meta_, index_meta_, chunk_manager_); + ctx_load.set_for_loading_index(true); + milvus::index::RTreeIndex rtree_load(ctx_load); + + nlohmann::json cfg; + cfg["index_files"] = stats->GetIndexFiles(); + milvus::tracer::TraceContext trace_ctx; + rtree_load.Load(trace_ctx, cfg); + + // Only 2 valid points should be present + ASSERT_EQ(rtree_load.Count(), 2); +} + +TEST_F(RTreeIndexTest, Build_VariousGeometries) { + milvus::storage::FileManagerContext ctx( + field_meta_, index_meta_, chunk_manager_); + milvus::index::RTreeIndex rtree(ctx); + + std::vector wkbs = { + CreateWkbFromWkt("POINT(-1.5 2.5)"), + CreateWkbFromWkt("LINESTRING(0 0,1 1,2 3)"), + CreateWkbFromWkt("POLYGON((0 0,2 0,2 2,0 2,0 0))"), + CreateWkbFromWkt("POINT(1000000 -1000000)"), + CreateWkbFromWkt("POINT(0 0)")}; + + rtree.BuildWithRawDataForUT(wkbs.size(), wkbs.data()); + ASSERT_EQ(rtree.Count(), wkbs.size()); + + auto stats = rtree.Upload({}); + ASSERT_FALSE(stats->GetIndexFiles().empty()); + + milvus::storage::FileManagerContext ctx_load( + field_meta_, index_meta_, chunk_manager_); + ctx_load.set_for_loading_index(true); + milvus::index::RTreeIndex rtree_load(ctx_load); + + nlohmann::json cfg; + cfg["index_files"] = stats->GetIndexFiles(); + milvus::tracer::TraceContext trace_ctx; + rtree_load.Load(trace_ctx, cfg); + ASSERT_EQ(rtree_load.Count(), wkbs.size()); +} + +TEST_F(RTreeIndexTest, Build_ConfigAndMetaJson) { + // Prepare one insert file via storage pipeline + std::vector wkbs = {CreateWkbFromWkt("POINT(0 0)"), + CreateWkbFromWkt("POINT(1 1)")}; + auto remote_file = (temp_path_.get() / "geom.parquet").string(); + WriteGeometryInsertFile(chunk_manager_, field_meta_, remote_file, wkbs); + milvus::storage::FileManagerContext ctx( + field_meta_, index_meta_, chunk_manager_); + milvus::index::RTreeIndex rtree(ctx); + + nlohmann::json build_cfg; + build_cfg["insert_files"] = std::vector{remote_file}; + + rtree.Build(build_cfg); + auto stats = rtree.Upload({}); + + // Cache remote index files locally + milvus::storage::DiskFileManagerImpl diskfm( + {field_meta_, index_meta_, chunk_manager_}); + auto index_files = stats->GetIndexFiles(); + diskfm.CacheIndexToDisk(index_files); + auto local_paths = diskfm.GetLocalFilePaths(); + ASSERT_FALSE(local_paths.empty()); + // Determine base path like RTreeIndex::Load + auto ends_with = [](const std::string& value, const std::string& suffix) { + return value.size() >= suffix.size() && + value.compare( + value.size() - suffix.size(), suffix.size(), suffix) == 0; + }; + + std::string base_path; + for (const auto& p : local_paths) { + if (ends_with(p, ".bgi")) { + base_path = p.substr(0, p.size() - 4); + break; + } + } + if (base_path.empty()) { + for (const auto& p : local_paths) { + if (ends_with(p, ".meta.json")) { + base_path = + p.substr(0, p.size() - std::string(".meta.json").size()); + break; + } + } + } + if (base_path.empty()) { + base_path = local_paths.front(); + } + // Parse local meta json + std::ifstream ifs(base_path + ".meta.json"); + ASSERT_TRUE(ifs.good()); + nlohmann::json meta = nlohmann::json::parse(ifs); + ASSERT_EQ(meta["dimension"], 2); +} + +TEST_F(RTreeIndexTest, Load_MixedFileNamesAndPaths) { + // Build and upload + milvus::storage::FileManagerContext ctx( + field_meta_, index_meta_, chunk_manager_); + milvus::index::RTreeIndex rtree(ctx); + std::vector wkbs = {CreatePointWKB(6.0, 6.0), + CreatePointWKB(7.0, 7.0)}; + rtree.BuildWithRawDataForUT(wkbs.size(), wkbs.data()); + auto stats = rtree.Upload({}); + + // Use full list, but replace one with filename-only + auto mixed = stats->GetIndexFiles(); + ASSERT_FALSE(mixed.empty()); + mixed[0] = boost::filesystem::path(mixed[0]).filename().string(); + + milvus::storage::FileManagerContext ctx_load( + field_meta_, index_meta_, chunk_manager_); + ctx_load.set_for_loading_index(true); + milvus::index::RTreeIndex rtree_load(ctx_load); + + nlohmann::json cfg; + cfg["index_files"] = mixed; + milvus::tracer::TraceContext trace_ctx; + rtree_load.Load(trace_ctx, cfg); + ASSERT_EQ(rtree_load.Count(), wkbs.size()); +} + +TEST_F(RTreeIndexTest, Load_NonexistentRemote_ShouldThrow) { + milvus::storage::FileManagerContext ctx_load( + field_meta_, index_meta_, chunk_manager_); + ctx_load.set_for_loading_index(true); + milvus::index::RTreeIndex rtree_load(ctx_load); + + // nonexist file + nlohmann::json cfg; + cfg["index_files"] = std::vector{ + (temp_path_.get() / "does_not_exist.bgi_0").string()}; + milvus::tracer::TraceContext trace_ctx; + EXPECT_THROW(rtree_load.Load(trace_ctx, cfg), milvus::SegcoreError); +} + +TEST_F(RTreeIndexTest, Build_EndToEnd_FromInsertFiles) { + // prepare remote file via InsertData serialization + std::vector wkbs = {CreateWkbFromWkt("POINT(0 0)"), + CreateWkbFromWkt("POINT(2 2)")}; + auto remote_file = (temp_path_.get() / "geom3.parquet").string(); + WriteGeometryInsertFile(chunk_manager_, field_meta_, remote_file, wkbs); + + milvus::storage::FileManagerContext ctx( + field_meta_, index_meta_, chunk_manager_); + milvus::index::RTreeIndex rtree(ctx); + + nlohmann::json build_cfg; + build_cfg["insert_files"] = std::vector{remote_file}; + + rtree.Build(build_cfg); + ASSERT_EQ(rtree.Count(), wkbs.size()); + + auto stats = rtree.Upload({}); + + milvus::storage::FileManagerContext ctx_load( + field_meta_, index_meta_, chunk_manager_); + ctx_load.set_for_loading_index(true); + milvus::index::RTreeIndex rtree_load(ctx_load); + nlohmann::json cfg; + cfg["index_files"] = stats->GetIndexFiles(); + milvus::tracer::TraceContext trace_ctx; + rtree_load.Load(trace_ctx, cfg); + ASSERT_EQ(rtree_load.Count(), wkbs.size()); +} + +TEST_F(RTreeIndexTest, Build_Upload_Load_LargeDataset) { + // Generate ~10k POINT geometries + const size_t N = 10000; + std::vector wkbs; + wkbs.reserve(N); + for (size_t i = 0; i < N; ++i) { + // POINT(i i) + wkbs.emplace_back(CreateWkbFromWkt("POINT(" + std::to_string(i) + " " + + std::to_string(i) + ")")); + } + + // Write one insert file into remote storage + auto remote_file = (temp_path_.get() / "geom_large.parquet").string(); + WriteGeometryInsertFile(chunk_manager_, field_meta_, remote_file, wkbs); + + // Build from insert_files (not using BuildWithRawDataForUT) + milvus::storage::FileManagerContext ctx( + field_meta_, index_meta_, chunk_manager_); + milvus::index::RTreeIndex rtree(ctx); + + nlohmann::json build_cfg; + build_cfg["insert_files"] = std::vector{remote_file}; + + rtree.Build(build_cfg); + + ASSERT_EQ(rtree.Count(), static_cast(N)); + + // Upload index + auto stats = rtree.Upload({}); + ASSERT_GT(stats->GetIndexFiles().size(), 0); + + // Load index back and verify + milvus::storage::FileManagerContext ctx_load( + field_meta_, index_meta_, chunk_manager_); + ctx_load.set_for_loading_index(true); + milvus::index::RTreeIndex rtree_load(ctx_load); + + nlohmann::json cfg_load; + cfg_load["index_files"] = stats->GetIndexFiles(); + milvus::tracer::TraceContext trace_ctx; + rtree_load.Load(trace_ctx, cfg_load); + + ASSERT_EQ(rtree_load.Count(), static_cast(N)); +} + +TEST_F(RTreeIndexTest, Build_BulkLoad_Nulls_And_BadWKB) { + // five geometries: + // 1. valid + // 2. valid but will be marked null + // 3. valid + // 4. will be truncated to make invalid + // 5. valid + std::vector wkbs = { + CreateWkbFromWkt("POINT(0 0)"), // valid + CreateWkbFromWkt("POINT(1 1)"), // valid + CreateWkbFromWkt("POINT(2 2)"), // valid + CreatePointWKB(3.0, 3.0), // will be truncated to make invalid + CreateWkbFromWkt("POINT(4 4)") // valid + }; + // make bad WKB: truncate the 4th geometry + wkbs[3].resize(wkbs[3].size() / 2); + + // write to remote storage file (chunk manager's root directory) + auto remote_file = (temp_path_.get() / "geom_bulk.parquet").string(); + WriteGeometryInsertFile(chunk_manager_, field_meta_, remote_file, wkbs); + + // build (default to bulk load) + milvus::storage::FileManagerContext ctx( + field_meta_, index_meta_, chunk_manager_); + milvus::index::RTreeIndex rtree(ctx); + + nlohmann::json build_cfg; + build_cfg["insert_files"] = std::vector{remote_file}; + + rtree.Build(build_cfg); + + // expect: 3 geometries (0, 2, 4) are valid and parsable, 1st geometry is marked null and skipped, 3rd geometry is bad WKB and skipped + ASSERT_EQ(rtree.Count(), 4); + + // upload -> load back and verify consistency + auto stats = rtree.Upload({}); + ASSERT_GT(stats->GetIndexFiles().size(), 0); + + milvus::storage::FileManagerContext ctx_load( + field_meta_, index_meta_, chunk_manager_); + ctx_load.set_for_loading_index(true); + milvus::index::RTreeIndex rtree_load(ctx_load); + + nlohmann::json cfg; + cfg["index_files"] = stats->GetIndexFiles(); + + milvus::tracer::TraceContext trace_ctx; + rtree_load.Load(trace_ctx, cfg); + ASSERT_EQ(rtree_load.Count(), 4); +} + +// The following two tests only test the coarse query (R-Tree) and not the exact query (GDAL) + +TEST_F(RTreeIndexTest, Query_CoarseAndExact_Equals_Intersects_Within) { + // Build a small index in-memory (via UT API) + milvus::storage::FileManagerContext ctx( + field_meta_, index_meta_, chunk_manager_); + milvus::index::RTreeIndex rtree(ctx); + + // Prepare simple geometries: two points and a square polygon + std::vector wkbs; + wkbs.emplace_back(CreateWkbFromWkt("POINT(0 0)")); // id 0 + wkbs.emplace_back(CreateWkbFromWkt("POINT(2 2)")); // id 1 + wkbs.emplace_back( + CreateWkbFromWkt("POLYGON((0 0, 0 3, 3 3, 3 0, 0 0))")); // id 2 square + + rtree.BuildWithRawDataForUT(wkbs.size(), wkbs.data(), {}); + ASSERT_EQ(rtree.Count(), 3); + + // Upload and then load into a new index instance for querying + auto stats = rtree.Upload({}); + milvus::storage::FileManagerContext ctx_load( + field_meta_, index_meta_, chunk_manager_); + ctx_load.set_for_loading_index(true); + milvus::index::RTreeIndex rtree_load(ctx_load); + nlohmann::json cfg; + cfg["index_files"] = stats->GetIndexFiles(); + milvus::tracer::TraceContext trace_ctx; + rtree_load.Load(trace_ctx, cfg); + + // Helper to run Query + auto run_query = [&](::milvus::proto::plan::GISFunctionFilterExpr_GISOp op, + const std::string& wkt) { + auto ds = std::make_shared(); + ds->Set(milvus::index::OPERATOR_TYPE, op); + ds->Set(milvus::index::MATCH_VALUE, CreateWkbFromWkt(wkt)); + return rtree_load.Query(ds); + }; + + // Equals with same point should match id 0 only + { + auto bm = + run_query(::milvus::proto::plan::GISFunctionFilterExpr_GISOp_Equals, + "POINT(0 0)"); + EXPECT_TRUE(bm[0]); + EXPECT_FALSE(bm[1]); + EXPECT_TRUE( + bm[2]); //This is true because POINT(0 0) is within the square (0 0, 0 3, 3 3, 3 0, 0 0) and we have not done exact spatial query yet + } + + // Intersects: square intersects point (on boundary considered intersect) + { + auto bm = run_query( + ::milvus::proto::plan::GISFunctionFilterExpr_GISOp_Intersects, + "POLYGON((0 0, 0 1, 1 1, 1 0, 0 0))"); + // square(0..1) intersects POINT(0,0) and POLYGON(0..3) + // but not POINT(2,2) + EXPECT_TRUE(bm[0]); // point (0,0) + EXPECT_FALSE(bm[1]); // point (2,2) + EXPECT_TRUE(bm[2]); // big polygon + } + + // Within: point within the big square + { + auto bm = + run_query(::milvus::proto::plan::GISFunctionFilterExpr_GISOp_Within, + "POLYGON((0 0, 0 3, 3 3, 3 0, 0 0))"); + EXPECT_TRUE( + bm[0]); // (0,0) is within or on boundary considered within by GDAL Within? + // GDAL Within returns true only if strictly inside (no boundary). If boundary excluded, (0,0) may be false. + // To make assertion robust across GEOS versions, simply check big polygon within itself should be true. + auto bm_poly = + run_query(::milvus::proto::plan::GISFunctionFilterExpr_GISOp_Within, + "POLYGON((0 0, 0 3, 3 3, 3 0, 0 0))"); + EXPECT_TRUE(bm_poly[2]); + } +} + +TEST_F(RTreeIndexTest, Query_Touches_Contains_Crosses_Overlaps) { + milvus::storage::FileManagerContext ctx( + field_meta_, index_meta_, chunk_manager_); + milvus::index::RTreeIndex rtree(ctx); + + // Two overlapping squares and one disjoint square + std::vector wkbs; + wkbs.emplace_back( + CreateWkbFromWkt("POLYGON((0 0, 0 2, 2 2, 2 0, 0 0))")); // id 0 + wkbs.emplace_back(CreateWkbFromWkt( + "POLYGON((1 1, 1 3, 3 3, 3 1, 1 1))")); // id 1 overlaps with 0 + wkbs.emplace_back(CreateWkbFromWkt( + "POLYGON((4 4, 4 5, 5 5, 5 4, 4 4))")); // id 2 disjoint + + rtree.BuildWithRawDataForUT(wkbs.size(), wkbs.data(), {}); + ASSERT_EQ(rtree.Count(), 3); + + // Upload and load a new instance for querying + auto stats = rtree.Upload({}); + milvus::storage::FileManagerContext ctx_load( + field_meta_, index_meta_, chunk_manager_); + ctx_load.set_for_loading_index(true); + milvus::index::RTreeIndex rtree_load(ctx_load); + nlohmann::json cfg; + cfg["index_files"] = stats->GetIndexFiles(); + milvus::tracer::TraceContext trace_ctx; + rtree_load.Load(trace_ctx, cfg); + + auto run_query = [&](::milvus::proto::plan::GISFunctionFilterExpr_GISOp op, + const std::string& wkt) { + auto ds = std::make_shared(); + ds->Set(milvus::index::OPERATOR_TYPE, op); + ds->Set(milvus::index::MATCH_VALUE, CreateWkbFromWkt(wkt)); + return rtree_load.Query(ds); + }; + + // Overlaps: query polygon overlapping both 0 and 1 + { + auto bm = run_query( + ::milvus::proto::plan::GISFunctionFilterExpr_GISOp_Overlaps, + "POLYGON((0.5 0.5, 0.5 2.5, 2.5 2.5, 2.5 0.5, 0.5 0.5))"); + EXPECT_TRUE(bm[0]); + EXPECT_TRUE(bm[1]); + EXPECT_FALSE(bm[2]); + } + + // Contains: big polygon contains small polygon + { + auto bm = run_query( + ::milvus::proto::plan::GISFunctionFilterExpr_GISOp_Contains, + "POLYGON(( -1 -1, -1 4, 4 4, 4 -1, -1 -1))"); + EXPECT_TRUE(bm[0]); + EXPECT_TRUE(bm[1]); + EXPECT_TRUE(bm[2]); + } + + // Touches: polygon that only touches at the corner (2,2) with id1 + { + auto bm = run_query( + ::milvus::proto::plan::GISFunctionFilterExpr_GISOp_Touches, + "POLYGON((2 2, 2 3, 3 3, 3 2, 2 2))"); + // This touches id1 at (2,2); depending on GEOS, touches excludes interior intersection + // The id0 might also touch at (2,2). We only assert at least one touch. + EXPECT_TRUE(bm[0] || bm[1]); + } + + // Crosses: a segment crossing the first polygon + { + auto bm = run_query( + ::milvus::proto::plan::GISFunctionFilterExpr_GISOp_Crosses, + "LINESTRING( -1 1, 3 1 )"); + EXPECT_TRUE(bm[0]); + } +} + +TEST_F(RTreeIndexTest, GIS_Index_Exact_Filtering) { + using namespace milvus; + using namespace milvus::query; + using namespace milvus::segcore; + + // 1) Create schema: id (INT64, primary), vector, geometry + auto schema = std::make_shared(); + auto pk_id = schema->AddDebugField("id", DataType::INT64); + auto dim = 16; + auto vec_id = schema->AddDebugField( + "vec", DataType::VECTOR_FLOAT, dim, knowhere::metric::L2); + auto geo_id = schema->AddDebugField("geo", DataType::GEOMETRY); + schema->set_primary_field_id(pk_id); + + int N = 200; + int num_iters = 1; + // 2) Promote to sealed and build/load indices for vector + geometry + auto sealed = milvus::segcore::CreateSealedSegment(schema); + // load raw field data into sealed, excluding geometry (we will load controlled geometry separately) + auto full_ds = DataGen(schema, N * num_iters); + SealedLoadFieldData(full_ds, *sealed, {geo_id.get()}); + + // Prepare controlled geometry WKBs mirroring the shapes used in growing + std::vector wkbs; + wkbs.reserve(N * num_iters); + for (int i = 0; i < N * num_iters; ++i) { + if (i % 4 == 0) { + wkbs.emplace_back(milvus::Geometry("POINT(0 0)").to_wkb_string()); + } else if (i % 4 == 1) { + wkbs.emplace_back( + milvus::Geometry("POLYGON((-1 -1,1 -1,1 1,-1 1,-1 -1))") + .to_wkb_string()); + } else if (i % 4 == 2) { + wkbs.emplace_back( + milvus::Geometry("POLYGON((10 10,20 10,20 20,10 20,10 10))") + .to_wkb_string()); + } else { + wkbs.emplace_back( + milvus::Geometry("LINESTRING(-1 0,1 0)").to_wkb_string()); + } + } + + // now load the controlled geometry data into sealed + FieldDataInfo geo_fd_info; + geo_fd_info.field_id = geo_id.get(); + geo_fd_info.row_count = N * num_iters; + auto geo_field_data = milvus::storage::CreateFieldData( + milvus::storage::DataType::GEOMETRY, /*nullable=*/false); + geo_field_data->FillFieldData(wkbs.data(), wkbs.size()); + geo_fd_info.channel->push(geo_field_data); + geo_fd_info.channel->close(); + sealed->LoadFieldData(geo_id, geo_fd_info); + + // build geometry R-Tree index files and load into sealed + // Write a single parquet for geometry to simulate build input + // wkbs already prepared above + auto remote_file = (temp_path_.get() / "rtree_e2e.parquet").string(); + WriteGeometryInsertFile(chunk_manager_, field_meta_, remote_file, wkbs); + + // build index files by invoking RTreeIndex::Build + milvus::storage::FileManagerContext fm_ctx( + field_meta_, index_meta_, chunk_manager_); + milvus::index::RTreeIndex rtree_build(fm_ctx); + nlohmann::json build_cfg; + build_cfg["insert_files"] = std::vector{remote_file}; + + rtree_build.Build(build_cfg); + auto stats = rtree_build.Upload({}); + + // load geometry index into sealed segment + milvus::segcore::LoadIndexInfo info{}; + info.collection_id = 1; + info.partition_id = 1; + info.segment_id = 1; + info.field_id = geo_id.get(); + info.field_type = DataType::GEOMETRY; + info.index_id = 1; + info.index_build_id = 1; + info.index_version = 1; + info.schema = proto::schema::FieldSchema(); + info.schema.set_data_type(proto::schema::DataType::Geometry); + // Prepare a loaded RTree index instance and assign to info.index for scalar index loading path + milvus::storage::FileManagerContext fm_ctx_load( + field_meta_, index_meta_, chunk_manager_); + fm_ctx_load.set_for_loading_index(true); + auto rtree_loaded = + std::make_unique>(fm_ctx_load); + nlohmann::json cfg_load; + cfg_load["index_files"] = stats->GetIndexFiles(); + milvus::tracer::TraceContext trace_ctx_load; + rtree_loaded->Load(trace_ctx_load, cfg_load); + info.index = std::move(rtree_loaded); + sealed->LoadIndex(info); + + // 3) Build a GIS filter expression and run exact filtering via segcore + auto test_op = [&](const std::string& wkt, + proto::plan::GISFunctionFilterExpr_GISOp op, + std::function expected) { + milvus::Geometry right(wkt.c_str()); + auto gis_expr = std::make_shared( + milvus::expr::ColumnInfo(geo_id, DataType::GEOMETRY), op, right); + auto plan = std::make_shared(DEFAULT_PLANNODE_ID, + gis_expr); + BitsetType bits = + ExecuteQueryExpr(plan, sealed.get(), N * num_iters, MAX_TIMESTAMP); + ASSERT_EQ(bits.size(), N * num_iters); + for (int i = 0; i < N * num_iters; ++i) { + EXPECT_EQ(bool(bits[i]), expected(i)) << "i=" << i; + } + }; + + // exact within: polygon around origin should include indices 0,1,3 + test_op("POLYGON((-2 -2,2 -2,2 2,-2 2,-2 -2))", + proto::plan::GISFunctionFilterExpr_GISOp_Within, + [](int i) { return (i % 4 == 0) || (i % 4 == 1) || (i % 4 == 3); }); + + // exact intersects: point (0,0) should intersect point, polygon containing it, and line through it + test_op("POINT(0 0)", + proto::plan::GISFunctionFilterExpr_GISOp_Intersects, + [](int i) { return (i % 4 == 0) || (i % 4 == 1) || (i % 4 == 3); }); + + // exact equals: only the point equals + test_op("POINT(0 0)", + proto::plan::GISFunctionFilterExpr_GISOp_Equals, + [](int i) { return (i % 4 == 0); }); +} \ No newline at end of file diff --git a/internal/core/unittest/test_rtree_index_wrapper.cpp b/internal/core/unittest/test_rtree_index_wrapper.cpp new file mode 100644 index 00000000000..1f0c193b1ca --- /dev/null +++ b/internal/core/unittest/test_rtree_index_wrapper.cpp @@ -0,0 +1,232 @@ +// Copyright (C) 2019-2020 Zilliz. All rights reserved. +// +// Licensed 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 + +#include +#include +#include +#include "index/RTreeIndexWrapper.h" +#include "common/Types.h" +#include "gdal.h" + +class RTreeIndexWrapperTest : public ::testing::Test { + protected: + void + SetUp() override { + // Create test directory + test_dir_ = "/tmp/rtree_test"; + std::filesystem::create_directories(test_dir_); + + // Initialize GDAL + GDALAllRegister(); + } + + void + TearDown() override { + // Clean up test directory + std::filesystem::remove_all(test_dir_); + + // Clean up GDAL + GDALDestroyDriverManager(); + } + + // Helper function to create a simple point WKB + std::vector + create_point_wkb(double x, double y) { + // WKB format for a point: byte order (1) + geometry type (1) + coordinates (16 bytes) + std::vector wkb = { + 0x01, // Little endian + 0x01, + 0x00, + 0x00, + 0x00, // Point geometry type + }; + + // Add X coordinate (8 bytes, little endian double) + uint8_t* x_bytes = reinterpret_cast(&x); + wkb.insert(wkb.end(), x_bytes, x_bytes + sizeof(double)); + + // Add Y coordinate (8 bytes, little endian double) + uint8_t* y_bytes = reinterpret_cast(&y); + wkb.insert(wkb.end(), y_bytes, y_bytes + sizeof(double)); + + return wkb; + } + + // Helper function to create a simple polygon WKB + std::vector + create_polygon_wkb(const std::vector>& points) { + // WKB format for a polygon + std::vector wkb = { + 0x01, // Little endian + 0x03, + 0x00, + 0x00, + 0x00, // Polygon geometry type + 0x01, + 0x00, + 0x00, + 0x00, // 1 ring + }; + + // Add number of points in the ring + uint32_t num_points = static_cast(points.size()); + uint8_t* num_points_bytes = reinterpret_cast(&num_points); + wkb.insert( + wkb.end(), num_points_bytes, num_points_bytes + sizeof(uint32_t)); + + // Add points + for (const auto& point : points) { + double x = point.first; + double y = point.second; + + uint8_t* x_bytes = reinterpret_cast(&x); + wkb.insert(wkb.end(), x_bytes, x_bytes + sizeof(double)); + + uint8_t* y_bytes = reinterpret_cast(&y); + wkb.insert(wkb.end(), y_bytes, y_bytes + sizeof(double)); + } + + return wkb; + } + + std::string test_dir_; +}; + +TEST_F(RTreeIndexWrapperTest, TestBuildAndLoad) { + std::string index_path = test_dir_ + "/test_index"; + + // Test building index + { + milvus::index::RTreeIndexWrapper wrapper(index_path, true); + + // Add some test geometries + auto point1_wkb = create_point_wkb(1.0, 1.0); + auto point2_wkb = create_point_wkb(2.0, 2.0); + auto point3_wkb = create_point_wkb(3.0, 3.0); + + wrapper.add_geometry(point1_wkb.data(), point1_wkb.size(), 0); + wrapper.add_geometry(point2_wkb.data(), point2_wkb.size(), 1); + wrapper.add_geometry(point3_wkb.data(), point3_wkb.size(), 2); + + wrapper.finish(); + } + + // Test loading index + { + milvus::index::RTreeIndexWrapper wrapper(index_path, false); + wrapper.load(); + + // Create a query geometry (polygon that contains points 1 and 2) + auto query_polygon_wkb = create_polygon_wkb( + {{0.0, 0.0}, {2.5, 0.0}, {2.5, 2.5}, {0.0, 2.5}, {0.0, 0.0}}); + + OGRGeometry* query_geom = nullptr; + OGRGeometryFactory::createFromWkb(query_polygon_wkb.data(), + nullptr, + &query_geom, + query_polygon_wkb.size()); + + ASSERT_NE(query_geom, nullptr); + + std::vector candidates; + wrapper.query_candidates( + milvus::proto::plan::GISFunctionFilterExpr_GISOp_Intersects, + *query_geom, + candidates); + + // Should find points 1 and 2, but not point 3 + EXPECT_EQ(candidates.size(), 2); + EXPECT_TRUE(std::find(candidates.begin(), candidates.end(), 0) != + candidates.end()); + EXPECT_TRUE(std::find(candidates.begin(), candidates.end(), 1) != + candidates.end()); + EXPECT_TRUE(std::find(candidates.begin(), candidates.end(), 2) == + candidates.end()); + + OGRGeometryFactory::destroyGeometry(query_geom); + } +} + +TEST_F(RTreeIndexWrapperTest, TestQueryOperations) { + std::string index_path = test_dir_ + "/test_query_index"; + + // Build index with various geometries + { + milvus::index::RTreeIndexWrapper wrapper(index_path, true); + + // Add a polygon + auto polygon_wkb = create_polygon_wkb( + {{0.0, 0.0}, {10.0, 0.0}, {10.0, 10.0}, {0.0, 10.0}, {0.0, 0.0}}); + wrapper.add_geometry(polygon_wkb.data(), polygon_wkb.size(), 0); + + // Add some points + auto point1_wkb = create_point_wkb(5.0, 5.0); // Inside polygon + auto point2_wkb = create_point_wkb(15.0, 15.0); // Outside polygon + auto point3_wkb = create_point_wkb(1.0, 1.0); // Inside polygon + + wrapper.add_geometry(point1_wkb.data(), point1_wkb.size(), 1); + wrapper.add_geometry(point2_wkb.data(), point2_wkb.size(), 2); + wrapper.add_geometry(point3_wkb.data(), point3_wkb.size(), 3); + + wrapper.finish(); + } + + // Test queries + { + milvus::index::RTreeIndexWrapper wrapper(index_path, false); + wrapper.load(); + + // Query with a small polygon that intersects with the large polygon + auto query_polygon_wkb = create_polygon_wkb( + {{4.0, 4.0}, {6.0, 4.0}, {6.0, 6.0}, {4.0, 6.0}, {4.0, 4.0}}); + + OGRGeometry* query_geom = nullptr; + OGRGeometryFactory::createFromWkb(query_polygon_wkb.data(), + nullptr, + &query_geom, + query_polygon_wkb.size()); + + ASSERT_NE(query_geom, nullptr); + + std::vector candidates; + wrapper.query_candidates( + milvus::proto::plan::GISFunctionFilterExpr_GISOp_Intersects, + *query_geom, + candidates); + + // Should find the large polygon and point1, but not point2 or point3 + EXPECT_EQ(candidates.size(), 2); + EXPECT_TRUE(std::find(candidates.begin(), candidates.end(), 0) != + candidates.end()); + EXPECT_TRUE(std::find(candidates.begin(), candidates.end(), 1) != + candidates.end()); + EXPECT_TRUE(std::find(candidates.begin(), candidates.end(), 2) == + candidates.end()); + EXPECT_TRUE(std::find(candidates.begin(), candidates.end(), 3) == + candidates.end()); + + OGRGeometryFactory::destroyGeometry(query_geom); + } +} + +TEST_F(RTreeIndexWrapperTest, TestInvalidWKB) { + std::string index_path = test_dir_ + "/test_invalid_wkb"; + + milvus::index::RTreeIndexWrapper wrapper(index_path, true); + + // Test with invalid WKB data + std::vector invalid_wkb = {0x01, 0x02, 0x03, 0x04}; // Invalid WKB + + // This should not crash and should handle the error gracefully + wrapper.add_geometry(invalid_wkb.data(), invalid_wkb.size(), 0); + + wrapper.finish(); +} \ No newline at end of file diff --git a/internal/core/unittest/test_sealed.cpp b/internal/core/unittest/test_sealed.cpp index e1bf41a9c09..5b4a1c46349 100644 --- a/internal/core/unittest/test_sealed.cpp +++ b/internal/core/unittest/test_sealed.cpp @@ -491,6 +491,7 @@ TEST(Sealed, LoadFieldData) { schema->AddDebugField("int16", DataType::INT16); schema->AddDebugField("float", DataType::FLOAT); schema->AddDebugField("json", DataType::JSON); + schema->AddDebugField("geometry", DataType::GEOMETRY); schema->AddDebugField("array", DataType::ARRAY, DataType::INT64); schema->set_primary_field_id(counter_id); auto int8_nullable_id = @@ -668,6 +669,7 @@ TEST(Sealed, ClearData) { schema->AddDebugField("int16", DataType::INT16); schema->AddDebugField("float", DataType::FLOAT); schema->AddDebugField("json", DataType::JSON); + schema->AddDebugField("geometry", DataType::GEOMETRY); schema->AddDebugField("array", DataType::ARRAY, DataType::INT64); schema->set_primary_field_id(counter_id); @@ -799,6 +801,7 @@ TEST(Sealed, LoadFieldDataMmap) { schema->AddDebugField("int16", DataType::INT16); schema->AddDebugField("float", DataType::FLOAT); schema->AddDebugField("json", DataType::JSON); + schema->AddDebugField("geometry", DataType::GEOMETRY); schema->AddDebugField("array", DataType::ARRAY, DataType::INT64); schema->set_primary_field_id(counter_id); @@ -2263,6 +2266,7 @@ TEST(Sealed, QueryAllFields) { auto double_field = schema->AddDebugField("double", DataType::DOUBLE); auto varchar_field = schema->AddDebugField("varchar", DataType::VARCHAR); auto json_field = schema->AddDebugField("json", DataType::JSON); + auto geometry_field = schema->AddDebugField("geometry", DataType::GEOMETRY); auto int_array_field = schema->AddDebugField("int_array", DataType::ARRAY, DataType::INT8); auto long_array_field = @@ -2310,6 +2314,7 @@ TEST(Sealed, QueryAllFields) { auto double_values = dataset.get_col(double_field); auto varchar_values = dataset.get_col(varchar_field); auto json_values = dataset.get_col(json_field); + auto geometry_values = dataset.get_col(geometry_field); auto int_array_values = dataset.get_col(int_array_field); auto long_array_values = dataset.get_col(long_array_field); auto bool_array_values = dataset.get_col(bool_array_field); @@ -2339,6 +2344,8 @@ TEST(Sealed, QueryAllFields) { segment->bulk_subscript(varchar_field, ids_ds->GetIds(), dataset_size); auto json_result = segment->bulk_subscript(json_field, ids_ds->GetIds(), dataset_size); + auto geometry_result = + segment->bulk_subscript(geometry_field, ids_ds->GetIds(), dataset_size); auto int_array_result = segment->bulk_subscript( int_array_field, ids_ds->GetIds(), dataset_size); auto long_array_result = segment->bulk_subscript( @@ -2368,6 +2375,8 @@ TEST(Sealed, QueryAllFields) { EXPECT_EQ(varchar_result->scalars().string_data().data_size(), dataset_size); EXPECT_EQ(json_result->scalars().json_data().data_size(), dataset_size); + EXPECT_EQ(geometry_result->scalars().geometry_data().data_size(), + dataset_size); EXPECT_EQ(vec_result->vectors().float_vector().data_size(), dataset_size * dim); EXPECT_EQ(float16_vec_result->vectors().float16_vector().size(), @@ -2417,6 +2426,8 @@ TEST(Sealed, QueryAllNullableFields) { auto varchar_field = schema->AddDebugField("varchar", DataType::VARCHAR, true); auto json_field = schema->AddDebugField("json", DataType::JSON, true); + auto geometry_field = + schema->AddDebugField("geometry", DataType::GEOMETRY, true); auto int_array_field = schema->AddDebugField( "int_array", DataType::ARRAY, DataType::INT8, true); auto long_array_field = schema->AddDebugField( @@ -2460,6 +2471,7 @@ TEST(Sealed, QueryAllNullableFields) { auto double_values = dataset.get_col(double_field); auto varchar_values = dataset.get_col(varchar_field); auto json_values = dataset.get_col(json_field); + auto geometry_values = dataset.get_col(geometry_field); auto int_array_values = dataset.get_col(int_array_field); auto long_array_values = dataset.get_col(long_array_field); auto bool_array_values = dataset.get_col(bool_array_field); @@ -2476,6 +2488,7 @@ TEST(Sealed, QueryAllNullableFields) { auto double_valid_values = dataset.get_col_valid(double_field); auto varchar_valid_values = dataset.get_col_valid(varchar_field); auto json_valid_values = dataset.get_col_valid(json_field); + auto geometry_valid_values = dataset.get_col_valid(geometry_field); auto int_array_valid_values = dataset.get_col_valid(int_array_field); auto long_array_valid_values = dataset.get_col_valid(long_array_field); auto bool_array_valid_values = dataset.get_col_valid(bool_array_field); @@ -2502,6 +2515,8 @@ TEST(Sealed, QueryAllNullableFields) { segment->bulk_subscript(varchar_field, ids_ds->GetIds(), dataset_size); auto json_result = segment->bulk_subscript(json_field, ids_ds->GetIds(), dataset_size); + auto geometry_result = + segment->bulk_subscript(geometry_field, ids_ds->GetIds(), dataset_size); auto int_array_result = segment->bulk_subscript( int_array_field, ids_ds->GetIds(), dataset_size); auto long_array_result = segment->bulk_subscript( @@ -2527,6 +2542,8 @@ TEST(Sealed, QueryAllNullableFields) { EXPECT_EQ(varchar_result->scalars().string_data().data_size(), dataset_size); EXPECT_EQ(json_result->scalars().json_data().data_size(), dataset_size); + EXPECT_EQ(geometry_result->scalars().geometry_data().data_size(), + dataset_size); EXPECT_EQ(vec_result->vectors().float_vector().data_size(), dataset_size * dim); EXPECT_EQ(int_array_result->scalars().array_data().data_size(), @@ -2550,6 +2567,7 @@ TEST(Sealed, QueryAllNullableFields) { EXPECT_EQ(double_result->valid_data_size(), dataset_size); EXPECT_EQ(varchar_result->valid_data_size(), dataset_size); EXPECT_EQ(json_result->valid_data_size(), dataset_size); + EXPECT_EQ(geometry_result->valid_data_size(), dataset_size); EXPECT_EQ(int_array_result->valid_data_size(), dataset_size); EXPECT_EQ(long_array_result->valid_data_size(), dataset_size); EXPECT_EQ(bool_array_result->valid_data_size(), dataset_size); @@ -2579,3 +2597,46 @@ TEST(Sealed, SearchSortedPk) { EXPECT_EQ(5, offsets2.size()); EXPECT_EQ(100, offsets2[0].get()); } + +TEST(Sealed, QueryAllFieldsWithGeo) { + auto schema = std::make_shared(); + auto metric_type = knowhere::metric::L2; + auto int64_field = schema->AddDebugField("int64", DataType::INT64); + auto geometry_field = schema->AddDebugField("geometry", DataType::GEOMETRY); + auto vec = schema->AddDebugField( + "embeddings", DataType::VECTOR_FLOAT, 128, metric_type); + schema->set_primary_field_id(int64_field); + + std::map index_params = { + {"index_type", "IVF_FLAT"}, + {"metric_type", metric_type}, + {"nlist", "128"}}; + std::map type_params = {{"dim", "128"}}; + FieldIndexMeta fieldIndexMeta( + vec, std::move(index_params), std::move(type_params)); + std::map filedMap = {{vec, fieldIndexMeta}}; + IndexMetaPtr metaPtr = + std::make_shared(100000, std::move(filedMap)); + auto segment_sealed = CreateSealedSegment(schema, metaPtr); + auto segment = dynamic_cast(segment_sealed.get()); + + int64_t dataset_size = 1000; + auto dataset = DataGen(schema, dataset_size); + SealedLoadFieldData(dataset, *segment); + + auto geometry_values = dataset.get_col(geometry_field); + + auto ids_ds = GenRandomIds(dataset_size); + auto geometry_result = + segment->bulk_subscript(geometry_field, ids_ds->GetIds(), dataset_size); + + EXPECT_EQ(geometry_result->scalars().geometry_data().data_size(), + dataset_size); + + for (size_t i = 0; i < dataset_size; ++i) { + auto id = ids_ds->GetIds()[i]; + // verify + ASSERT_EQ(geometry_values[id], + geometry_result->scalars().geometry_data().data(i)); + } +} diff --git a/internal/core/unittest/test_utils/DataGen.h b/internal/core/unittest/test_utils/DataGen.h index e6eaedb2d8e..27f7e965ab0 100644 --- a/internal/core/unittest/test_utils/DataGen.h +++ b/internal/core/unittest/test_utils/DataGen.h @@ -19,6 +19,7 @@ #include #include #include +#include #include #include "Constants.h" @@ -207,6 +208,14 @@ struct GeneratedData { std::copy(src_data.begin(), src_data.end(), ret_data); break; } + case DataType::GEOMETRY: { + auto ret_data = + reinterpret_cast(ret.data()); + auto src_data = + target_field_data.scalars().geometry_data().data(); + std::copy(src_data.begin(), src_data.end(), ret_data); + break; + } default: { PanicInfo(Unsupported, "unsupported"); } @@ -335,6 +344,110 @@ GenerateRandomSparseFloatVector(size_t rows, return tensor; } +inline OGRGeometry* +makeGeometryValid(OGRGeometry* geometry) { + if (!geometry || geometry->IsValid()) + return geometry; + + OGRGeometry* fixed = geometry->MakeValid(); + if (fixed) { + OGRGeometryFactory::destroyGeometry(geometry); + geometry = fixed; + } + return geometry; +} + +inline void +generateRandomPoint(OGRPoint& point) { + point.setX(static_cast(rand()) / RAND_MAX * 360.0 - 180.0); + point.setY(static_cast(rand()) / RAND_MAX * 180.0 - 90.0); +} + +inline void +generateRandomValidLineString(OGRLineString& lineString, int numPoints) { + // Generate a simple line string that doesn't self-intersect + double startX = static_cast(rand()) / RAND_MAX * 300.0 - 150.0; + double startY = static_cast(rand()) / RAND_MAX * 160.0 - 80.0; + + OGRPoint point; + point.setX(startX); + point.setY(startY); + lineString.addPoint(&point); + + for (int i = 1; i < numPoints; ++i) { + // Generate next point with some distance from previous point + double deltaX = (static_cast(rand()) / RAND_MAX - 0.5) * 20.0; + double deltaY = (static_cast(rand()) / RAND_MAX - 0.5) * 20.0; + + point.setX(startX + deltaX); + point.setY(startY + deltaY); + lineString.addPoint(&point); + + startX = point.getX(); + startY = point.getY(); + } +} + +inline void +generateRandomValidPolygon(OGRPolygon& polygon, int numPoints) { + // Generate a simple convex polygon to avoid self-intersection + if (numPoints < 3) + numPoints = 3; + + OGRLinearRing ring; + + // Generate center point + double centerX = static_cast(rand()) / RAND_MAX * 300.0 - 150.0; + double centerY = static_cast(rand()) / RAND_MAX * 160.0 - 80.0; + + // Generate radius + double radius = 5.0 + static_cast(rand()) / RAND_MAX * 15.0; + + // Generate points in a circle to form a convex polygon + for (int i = 0; i < numPoints; ++i) { + double angle = 2.0 * M_PI * i / numPoints; + double x = centerX + radius * cos(angle); + double y = centerY + radius * sin(angle); + + OGRPoint point; + point.setX(x); + point.setY(y); + ring.addPoint(&point); + } + + // Close the ring + ring.closeRings(); + polygon.addRing(&ring); +} + +inline OGRGeometry* +GenRandomGeometry() { + OGRGeometry* geometry = nullptr; + int geomType = rand() % 3; // Randomly select a geometry type (0 to 2) + switch (geomType) { + case 0: { + OGRPoint point; + generateRandomPoint(point); + geometry = point.clone(); + break; + } + case 1: { + OGRLineString lineString; + generateRandomValidLineString(lineString, 5); + geometry = lineString.clone(); + break; + } + case 2: { + OGRPolygon polygon; + generateRandomValidPolygon(polygon, 5); + geometry = polygon.clone(); + break; + } + } + geometry = makeGeometryValid(geometry); + return geometry; +} + inline GeneratedData DataGen(SchemaPtr schema, int64_t N, @@ -545,6 +658,21 @@ DataGen(SchemaPtr schema, insert_cols(data, N, field_meta, random_valid); break; } + case DataType::GEOMETRY: { + vector data(N); + for (int i = 0; i < N / repeat_count; i++) { + OGRGeometry* geo = GenRandomGeometry(); + size_t size = geo->WkbSize(); + auto wkb_data = new unsigned char[size]; + geo->exportToWkb(wkbNDR, wkb_data); + data[i] = std::string( + reinterpret_cast(wkb_data), size); + OGRGeometryFactory::destroyGeometry(geo); + delete[] wkb_data; + } + insert_cols(data, N, field_meta, random_valid); + break; + } case DataType::ARRAY: { vector data(N); switch (field_meta.get_element_type()) { @@ -1186,6 +1314,16 @@ CreateFieldDataFromDataArray(ssize_t raw_count, } break; } + case DataType::GEOMETRY: { + auto src_data = data->scalars().geometry_data().data(); + std::vector data_raw(src_data.size()); + for (int i = 0; i < src_data.size(); i++) { + auto str = src_data.Get(i); + data_raw[i] = std::move(std::string(str)); + } + createFieldData(data_raw.data(), DataType::GEOMETRY, dim); + break; + } case DataType::ARRAY: { auto src_data = data->scalars().array_data().data(); std::vector data_raw(src_data.size()); diff --git a/internal/distributed/proxy/httpserver/utils.go b/internal/distributed/proxy/httpserver/utils.go index b05693122d5..8d951301be4 100644 --- a/internal/distributed/proxy/httpserver/utils.go +++ b/internal/distributed/proxy/httpserver/utils.go @@ -19,6 +19,7 @@ package httpserver import ( "bytes" "context" + "encoding/base64" "fmt" "math" "reflect" @@ -30,6 +31,8 @@ import ( "github.com/gin-gonic/gin" "github.com/spf13/cast" "github.com/tidwall/gjson" + "github.com/twpayne/go-geom/encoding/wkb" + "github.com/twpayne/go-geom/encoding/wkt" "go.uber.org/zap" "google.golang.org/protobuf/proto" @@ -545,6 +548,25 @@ func checkAndSetData(body []byte, collSchema *schemapb.CollectionSchema) (error, } case schemapb.DataType_JSON: reallyData[fieldName] = []byte(dataString) + case schemapb.DataType_Geometry: + // treat as string(wkt) data,the string data must be valid + WktString, err := base64.StdEncoding.DecodeString(dataString) + if err != nil { + log.Warn("proxy can not decode datastring with base64", zap.String("WktString:", dataString)) + return merr.WrapErrParameterInvalid(schemapb.DataType_name[int32(fieldType)], dataString, err.Error()), reallyDataArray, validDataMap + } + geomT, err := wkt.Unmarshal(string(WktString)) + if err != nil { + log.Warn("proxy change wkt to geomtyr failed!!", zap.String("WktString:", dataString)) + return merr.WrapErrParameterInvalid(schemapb.DataType_name[int32(fieldType)], dataString, err.Error()), reallyDataArray, validDataMap + } + // translate the wkt bytes to wkb bytes ,store the bytes in LittleEndian which cpp core used as well + dataWkbBytes, err := wkb.Marshal(geomT, wkb.NDR) + if err != nil { + log.Warn("proxy change geomtry to wkb failed!!", zap.String("WktString:", dataString)) + return merr.WrapErrParameterInvalid(schemapb.DataType_name[int32(fieldType)], dataString, err.Error()), reallyDataArray, validDataMap + } + reallyData[fieldName] = dataWkbBytes case schemapb.DataType_Float: result, err := cast.ToFloat32E(dataString) if err != nil { @@ -752,6 +774,8 @@ func anyToColumns(rows []map[string]interface{}, validDataMap map[string][]bool, data = make([]*schemapb.ScalarField, 0, rowsLen) case schemapb.DataType_JSON: data = make([][]byte, 0, rowsLen) + case schemapb.DataType_Geometry: + data = make([][]byte, 0, rowsLen) case schemapb.DataType_FloatVector: data = make([][]float32, 0, rowsLen) dim, _ := getDim(field) @@ -841,6 +865,8 @@ func anyToColumns(rows []map[string]interface{}, validDataMap map[string][]bool, nameColumns[field.Name] = append(nameColumns[field.Name].([]*schemapb.ScalarField), candi.v.Interface().(*schemapb.ScalarField)) case schemapb.DataType_JSON: nameColumns[field.Name] = append(nameColumns[field.Name].([][]byte), candi.v.Interface().([]byte)) + case schemapb.DataType_Geometry: + nameColumns[field.Name] = append(nameColumns[field.Name].([][]byte), candi.v.Interface().([]byte)) case schemapb.DataType_FloatVector: nameColumns[field.Name] = append(nameColumns[field.Name].([][]float32), candi.v.Interface().([]float32)) case schemapb.DataType_BinaryVector: @@ -1005,6 +1031,16 @@ func anyToColumns(rows []map[string]interface{}, validDataMap map[string][]bool, }, }, } + case schemapb.DataType_Geometry: + colData.Field = &schemapb.FieldData_Scalars{ + Scalars: &schemapb.ScalarField{ + Data: &schemapb.ScalarField_GeometryData{ + GeometryData: &schemapb.GeometryArray{ + Data: column.([][]byte), + }, + }, + }, + } case schemapb.DataType_FloatVector: dim := nameDims[name] arr, err := convertFloatVectorToArray(column.([][]float32), dim) @@ -1273,6 +1309,8 @@ func buildQueryResp(rowsNum int64, needFields []string, fieldDataList []*schemap rowsNum = int64(len(fieldDataList[0].GetScalars().GetArrayData().Data)) case schemapb.DataType_JSON: rowsNum = int64(len(fieldDataList[0].GetScalars().GetJsonData().Data)) + case schemapb.DataType_Geometry: + rowsNum = int64(len(fieldDataList[0].GetScalars().GetGeometryData().Data)) case schemapb.DataType_BinaryVector: rowsNum = int64(len(fieldDataList[0].GetVectors().GetBinaryVector())*8) / fieldDataList[0].GetVectors().GetDim() case schemapb.DataType_FloatVector: @@ -1423,6 +1461,12 @@ func buildQueryResp(rowsNum int64, needFields []string, fieldDataList []*schemap } } } + case schemapb.DataType_Geometry: + if len(fieldDataList[j].ValidData) != 0 && !fieldDataList[j].ValidData[i] { + row[fieldDataList[j].FieldName] = nil + continue + } + row[fieldDataList[j].FieldName] = fieldDataList[j].GetScalars().GetGeometryData().Data[i] default: row[fieldDataList[j].FieldName] = "" } diff --git a/internal/distributed/proxy/httpserver/utils_test.go b/internal/distributed/proxy/httpserver/utils_test.go index a8d2f0f79a7..7216099e77d 100644 --- a/internal/distributed/proxy/httpserver/utils_test.go +++ b/internal/distributed/proxy/httpserver/utils_test.go @@ -1229,6 +1229,12 @@ func compareRow(m1 map[string]interface{}, m2 map[string]interface{}) bool { if arr1 != string(arr2) { return false } + } else if key == "field-geometry" { + arr1 := value.([]uint8) + arr2 := string(m2[key].([]byte)) + if arr2 != (string)(arr1) { + return false + } } else if strings.HasPrefix(key, "array-") { continue } else if value != m2[key] { @@ -1237,7 +1243,7 @@ func compareRow(m1 map[string]interface{}, m2 map[string]interface{}) bool { } for key, value := range m2 { - if (key == FieldBookIntro) || (key == "field-json") || (key == "field-array") { + if (key == FieldBookIntro) || (key == "field-json") || (key == "field-geometry") || (key == "field-array") { continue } else if strings.HasPrefix(key, "array-") { continue @@ -1337,6 +1343,12 @@ func newCollectionSchema(coll *schemapb.CollectionSchema) *schemapb.CollectionSc } coll.Fields = append(coll.Fields, &fieldSchema10) + fieldSchema11 := schemapb.FieldSchema{ + Name: "field-geometry", + DataType: schemapb.DataType_Geometry, + IsDynamic: false, + } + coll.Fields = append(coll.Fields, &fieldSchema11) return coll } @@ -1583,6 +1595,28 @@ func newFieldData(fieldDatas []*schemapb.FieldData, firstFieldType schemapb.Data } fieldDatas = append(fieldDatas, &fieldData11) + fieldData12 := schemapb.FieldData{ + Type: schemapb.DataType_Geometry, + FieldName: "field-geometry", + Field: &schemapb.FieldData_Scalars{ + Scalars: &schemapb.ScalarField{ + Data: &schemapb.ScalarField_GeometryData{ + GeometryData: &schemapb.GeometryArray{ + // WKT: POINT (30.123 -10.456) + Data: [][]byte{ + []byte(`POINT (30.123 -10.456)`), + []byte(`POINT (30.123 -10.456)`), + []byte(`POINT (30.123 -10.456)`), + // wkb:{0x01, 0x01, 0x00, 0x00, 0x00, 0xD2, 0x4A, 0x4D, 0x6A, 0x8B, 0x3C, 0x5C, 0x0A, 0x0D, 0x1B, 0x4F, 0x4F, 0x9A, 0x3D, 0x4}, + }, + }, + }, + }, + }, + IsDynamic: false, + } + fieldDatas = append(fieldDatas, &fieldData12) + switch firstFieldType { case schemapb.DataType_None: return fieldDatas @@ -1618,6 +1652,8 @@ func newFieldData(fieldDatas []*schemapb.FieldData, firstFieldType schemapb.Data return []*schemapb.FieldData{&fieldData10} case schemapb.DataType_JSON: return []*schemapb.FieldData{&fieldData9} + case schemapb.DataType_Geometry: + return []*schemapb.FieldData{&fieldData12} case schemapb.DataType_SparseFloatVector: vectorField := generateVectorFieldData(firstFieldType) return []*schemapb.FieldData{&vectorField} @@ -1883,6 +1919,7 @@ func newSearchResult(results []map[string]interface{}) []map[string]interface{} result["field-varchar"] = strconv.Itoa(i) result["field-string"] = strconv.Itoa(i) result["field-json"] = []byte(`{"XXX": 0}`) + result["field-geometry"] = []byte(`POINT (30.123 -10.456)`) result["field-array"] = []bool{true} result["array-bool"] = []bool{true} result["array-int8"] = []int32{0} @@ -2175,6 +2212,7 @@ func TestBuildQueryResps(t *testing.T) { schemapb.DataType_Float, schemapb.DataType_Double, schemapb.DataType_String, schemapb.DataType_VarChar, schemapb.DataType_JSON, schemapb.DataType_Array, + schemapb.DataType_Geometry, } for _, dateType := range dataTypes { _, err := buildQueryResp(int64(0), outputFields, newFieldData([]*schemapb.FieldData{}, dateType), generateIDs(schemapb.DataType_Int64, 3), DefaultScores, true, nil) diff --git a/internal/parser/planparserv2/Plan.g4 b/internal/parser/planparserv2/Plan.g4 index fe40748642b..f969e9893dd 100644 --- a/internal/parser/planparserv2/Plan.g4 +++ b/internal/parser/planparserv2/Plan.g4 @@ -25,6 +25,13 @@ expr: | (JSONContains | ArrayContains)'('expr',' expr')' # JSONContains | (JSONContainsAll | ArrayContainsAll)'('expr',' expr')' # JSONContainsAll | (JSONContainsAny | ArrayContainsAny)'('expr',' expr')' # JSONContainsAny + | STEuqals'('Identifier','StringLiteral')' # STEuqals + | STTouches'('Identifier','StringLiteral')' # STTouches + | STOverlaps'('Identifier','StringLiteral')' # STOverlaps + | STCrosses'('Identifier','StringLiteral')' # STCrosses + | STContains'('Identifier','StringLiteral')' # STContains + | STIntersects'('Identifier','StringLiteral')' # STIntersects + | STWithin'('Identifier','StringLiteral')' # STWithin | ArrayLength'('(Identifier | JSONIdentifier)')' # ArrayLength | Identifier '(' ( expr (',' expr )* ','? )? ')' # Call | expr op1 = (LT | LE) (Identifier | JSONIdentifier) op2 = (LT | LE) expr # Range @@ -96,6 +103,14 @@ ArrayContainsAll: 'array_contains_all' | 'ARRAY_CONTAINS_ALL'; ArrayContainsAny: 'array_contains_any' | 'ARRAY_CONTAINS_ANY'; ArrayLength: 'array_length' | 'ARRAY_LENGTH'; +STEuqals:'st_equals' | 'ST_EQUALS'; +STTouches:'st_touches' | 'ST_TOUCHES'; +STOverlaps: 'st_overlaps' | 'ST_OVERLAPS'; +STCrosses: 'st_crosses' | 'ST_CROSSES'; +STContains: 'st_contains' | 'ST_CONTAINS'; +STIntersects : 'st_intersects' | 'ST_INTERSECTS'; +STWithin :'st_within' | 'ST_WITHIN'; + BooleanConstant: 'true' | 'True' | 'TRUE' | 'false' | 'False' | 'FALSE'; IntegerConstant: diff --git a/internal/parser/planparserv2/generated/Plan.interp b/internal/parser/planparserv2/generated/Plan.interp index 71914be6c81..3458c103cd1 100644 --- a/internal/parser/planparserv2/generated/Plan.interp +++ b/internal/parser/planparserv2/generated/Plan.interp @@ -47,6 +47,13 @@ null null null null +null +null +null 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4, 0, 0, 37, 38, 5, 56, 0, 0, 38, 139, 5, 2, 0, 0, 39, 40, 5, 17, 0, 0, 40, 41, 5, 1, 0, 0, 41, 42, 5, 54, 0, 0, 42, 43, 5, 4, 0, 0, 43, 46, 5, 56, 0, 0, 44, 45, 5, 4, 0, 0, 45, 47, 3, 0, 0, 0, 46, 44, 1, 0, 0, 0, 46, 47, 1, 0, 0, 0, 47, 48, 1, 0, 0, 0, 48, 139, 5, 2, 0, 0, 49, 50, 7, 1, 0, 0, 50, 139, 3, 0, 0, 28, 51, 52, 7, 2, 0, 0, 52, 53, 5, 1, 0, 0, 53, 54, 3, 0, 0, 0, 54, 55, 5, 4, 0, 0, 55, 56, 3, 0, 0, 0, 56, 57, 5, 2, 0, 0, 57, 139, 1, 0, 0, 0, 58, 59, 7, 3, 0, 0, 59, 60, 5, 1, 0, 0, 60, 61, 3, 0, 0, 0, 61, 62, 5, 4, 0, 0, 62, 63, 3, 0, 0, 0, 63, 64, 5, 2, 0, 0, 64, 139, 1, 0, 0, 0, 65, 66, 7, 4, 0, 0, 66, 67, 5, 1, 0, 0, 67, 68, 3, 0, 0, 0, 68, 69, 5, 4, 0, 0, 69, 70, 3, 0, 0, 0, 70, 71, 5, 2, 0, 0, 71, 139, 1, 0, 0, 0, 72, 73, 5, 44, 0, 0, 73, 74, 5, 1, 0, 0, 74, 75, 5, 54, 0, 0, 75, 76, 5, 4, 0, 0, 76, 77, 5, 56, 0, 0, 77, 139, 5, 2, 0, 0, 78, 79, 5, 45, 0, 0, 79, 80, 5, 1, 0, 0, 80, 81, 5, 54, 0, 0, 81, 82, 5, 4, 0, 0, 82, 83, 5, 56, 0, 0, 83, 139, 5, 2, 0, 0, 84, 85, 5, 46, 0, 0, 85, 86, 5, 1, 0, 0, 86, 87, 5, 54, 0, 0, 87, 88, 5, 4, 0, 0, 88, 89, 5, 56, 0, 0, 89, 139, 5, 2, 0, 0, 90, 91, 5, 47, 0, 0, 91, 92, 5, 1, 0, 0, 92, 93, 5, 54, 0, 0, 93, 94, 5, 4, 0, 0, 94, 95, 5, 56, 0, 0, 95, 139, 5, 2, 0, 0, 96, 97, 5, 48, 0, 0, 97, 98, 5, 1, 0, 0, 98, 99, 5, 54, 0, 0, 99, 100, 5, 4, 0, 0, 100, 101, 5, 56, 0, 0, 101, 139, 5, 2, 0, 0, 102, 103, 5, 49, 0, 0, 103, 104, 5, 1, 0, 0, 104, 105, 5, 54, 0, 0, 105, 106, 5, 4, 0, 0, 106, 107, 5, 56, 0, 0, 107, 139, 5, 2, 0, 0, 108, 109, 5, 50, 0, 0, 109, 110, 5, 1, 0, 0, 110, 111, 5, 54, 0, 0, 111, 112, 5, 4, 0, 0, 112, 113, 5, 56, 0, 0, 113, 139, 5, 2, 0, 0, 114, 115, 5, 43, 0, 0, 115, 116, 5, 1, 0, 0, 116, 117, 7, 5, 0, 0, 117, 139, 5, 2, 0, 0, 118, 119, 5, 54, 0, 0, 119, 131, 5, 1, 0, 0, 120, 125, 3, 0, 0, 0, 121, 122, 5, 4, 0, 0, 122, 124, 3, 0, 0, 0, 123, 121, 1, 0, 0, 0, 124, 127, 1, 0, 0, 0, 125, 123, 1, 0, 0, 0, 125, 126, 1, 0, 0, 0, 126, 129, 1, 0, 0, 0, 127, 125, 1, 0, 0, 0, 128, 130, 5, 4, 0, 0, 129, 128, 1, 0, 0, 0, 129, 130, 1, 0, 0, 0, 130, 132, 1, 0, 0, 0, 131, 120, 1, 0, 0, 0, 131, 132, 1, 0, 0, 0, 132, 133, 1, 0, 0, 0, 133, 139, 5, 2, 0, 0, 134, 135, 7, 5, 0, 0, 135, 139, 5, 31, 0, 0, 136, 137, 7, 5, 0, 0, 137, 139, 5, 32, 0, 0, 138, 2, 1, 0, 0, 0, 138, 4, 1, 0, 0, 0, 138, 5, 1, 0, 0, 0, 138, 6, 1, 0, 0, 0, 138, 7, 1, 0, 0, 0, 138, 8, 1, 0, 0, 0, 138, 9, 1, 0, 0, 0, 138, 12, 1, 0, 0, 0, 138, 16, 1, 0, 0, 0, 138, 30, 1, 0, 0, 0, 138, 31, 1, 0, 0, 0, 138, 33, 1, 0, 0, 0, 138, 39, 1, 0, 0, 0, 138, 49, 1, 0, 0, 0, 138, 51, 1, 0, 0, 0, 138, 58, 1, 0, 0, 0, 138, 65, 1, 0, 0, 0, 138, 72, 1, 0, 0, 0, 138, 78, 1, 0, 0, 0, 138, 84, 1, 0, 0, 0, 138, 90, 1, 0, 0, 0, 138, 96, 1, 0, 0, 0, 138, 102, 1, 0, 0, 0, 138, 108, 1, 0, 0, 0, 138, 114, 1, 0, 0, 0, 138, 118, 1, 0, 0, 0, 138, 134, 1, 0, 0, 0, 138, 136, 1, 0, 0, 0, 139, 194, 1, 0, 0, 0, 140, 141, 10, 29, 0, 0, 141, 142, 5, 23, 0, 0, 142, 193, 3, 0, 0, 30, 143, 144, 10, 27, 0, 0, 144, 145, 7, 6, 0, 0, 145, 193, 3, 0, 0, 28, 146, 147, 10, 26, 0, 0, 147, 148, 7, 7, 0, 0, 148, 193, 3, 0, 0, 27, 149, 150, 10, 25, 0, 0, 150, 151, 7, 8, 0, 0, 151, 193, 3, 0, 0, 26, 152, 154, 10, 24, 0, 0, 153, 155, 5, 34, 0, 0, 154, 153, 1, 0, 0, 0, 154, 155, 1, 0, 0, 0, 155, 156, 1, 0, 0, 0, 156, 157, 5, 35, 0, 0, 157, 193, 3, 0, 0, 25, 158, 159, 10, 11, 0, 0, 159, 160, 7, 9, 0, 0, 160, 161, 7, 5, 0, 0, 161, 162, 7, 9, 0, 0, 162, 193, 3, 0, 0, 12, 163, 164, 10, 10, 0, 0, 164, 165, 7, 10, 0, 0, 165, 166, 7, 5, 0, 0, 166, 167, 7, 10, 0, 0, 167, 193, 3, 0, 0, 11, 168, 169, 10, 9, 0, 0, 169, 170, 7, 11, 0, 0, 170, 193, 3, 0, 0, 10, 171, 172, 10, 8, 0, 0, 172, 173, 7, 12, 0, 0, 173, 193, 3, 0, 0, 9, 174, 175, 10, 7, 0, 0, 175, 176, 5, 26, 0, 0, 176, 193, 3, 0, 0, 8, 177, 178, 10, 6, 0, 0, 178, 179, 5, 28, 0, 0, 179, 193, 3, 0, 0, 7, 180, 181, 10, 5, 0, 0, 181, 182, 5, 27, 0, 0, 182, 193, 3, 0, 0, 6, 183, 184, 10, 4, 0, 0, 184, 185, 5, 29, 0, 0, 185, 193, 3, 0, 0, 5, 186, 187, 10, 3, 0, 0, 187, 188, 5, 30, 0, 0, 188, 193, 3, 0, 0, 4, 189, 190, 10, 32, 0, 0, 190, 191, 5, 14, 0, 0, 191, 193, 5, 56, 0, 0, 192, 140, 1, 0, 0, 0, 192, 143, 1, 0, 0, 0, 192, 146, 1, 0, 0, 0, 192, 149, 1, 0, 0, 0, 192, 152, 1, 0, 0, 0, 192, 158, 1, 0, 0, 0, 192, 163, 1, 0, 0, 0, 192, 168, 1, 0, 0, 0, 192, 171, 1, 0, 0, 0, 192, 174, 1, 0, 0, 0, 192, 177, 1, 0, 0, 0, 192, 180, 1, 0, 0, 0, 192, 183, 1, 0, 0, 0, 192, 186, 1, 0, 0, 0, 192, 189, 1, 0, 0, 0, 193, 196, 1, 0, 0, 0, 194, 192, 1, 0, 0, 0, 194, 195, 1, 0, 0, 0, 195, 1, 1, 0, 0, 0, 196, 194, 1, 0, 0, 0, 10, 22, 26, 46, 125, 129, 131, 138, 154, 192, 194] \ No newline at end of file diff --git a/internal/parser/planparserv2/generated/Plan.tokens b/internal/parser/planparserv2/generated/Plan.tokens index 820be82be12..fbefcddabe7 100644 --- a/internal/parser/planparserv2/generated/Plan.tokens +++ b/internal/parser/planparserv2/generated/Plan.tokens @@ -41,15 +41,22 @@ ArrayContains=40 ArrayContainsAll=41 ArrayContainsAny=42 ArrayLength=43 -BooleanConstant=44 -IntegerConstant=45 -FloatingConstant=46 -Identifier=47 -Meta=48 -StringLiteral=49 -JSONIdentifier=50 -Whitespace=51 -Newline=52 +STEuqals=44 +STTouches=45 +STOverlaps=46 +STCrosses=47 +STContains=48 +STIntersects=49 +STWithin=50 +BooleanConstant=51 +IntegerConstant=52 +FloatingConstant=53 +Identifier=54 +Meta=55 +StringLiteral=56 +JSONIdentifier=57 +Whitespace=58 +Newline=59 '('=1 ')'=2 '['=3 @@ -75,4 +82,4 @@ Newline=52 '|'=27 '^'=28 '~'=33 -'$meta'=48 +'$meta'=55 diff --git a/internal/parser/planparserv2/generated/PlanLexer.interp b/internal/parser/planparserv2/generated/PlanLexer.interp index e8b2eff4516..d07432aeb16 100644 --- a/internal/parser/planparserv2/generated/PlanLexer.interp +++ b/internal/parser/planparserv2/generated/PlanLexer.interp @@ -47,6 +47,13 @@ null null null null +null +null +null +null +null +null +null '$meta' null null @@ -98,6 +105,13 @@ ArrayContains ArrayContainsAll ArrayContainsAny ArrayLength +STEuqals +STTouches +STOverlaps +STCrosses +STContains +STIntersects +STWithin BooleanConstant IntegerConstant FloatingConstant @@ -152,6 +166,13 @@ ArrayContains ArrayContainsAll ArrayContainsAny ArrayLength +STEuqals +STTouches +STOverlaps +STCrosses +STContains +STIntersects +STWithin BooleanConstant IntegerConstant FloatingConstant @@ -195,4 +216,4 @@ mode names: DEFAULT_MODE atn: -[4, 0, 52, 862, 6, -1, 2, 0, 7, 0, 2, 1, 7, 1, 2, 2, 7, 2, 2, 3, 7, 3, 2, 4, 7, 4, 2, 5, 7, 5, 2, 6, 7, 6, 2, 7, 7, 7, 2, 8, 7, 8, 2, 9, 7, 9, 2, 10, 7, 10, 2, 11, 7, 11, 2, 12, 7, 12, 2, 13, 7, 13, 2, 14, 7, 14, 2, 15, 7, 15, 2, 16, 7, 16, 2, 17, 7, 17, 2, 18, 7, 18, 2, 19, 7, 19, 2, 20, 7, 20, 2, 21, 7, 21, 2, 22, 7, 22, 2, 23, 7, 23, 2, 24, 7, 24, 2, 25, 7, 25, 2, 26, 7, 26, 2, 27, 7, 27, 2, 28, 7, 28, 2, 29, 7, 29, 2, 30, 7, 30, 2, 31, 7, 31, 2, 32, 7, 32, 2, 33, 7, 33, 2, 34, 7, 34, 2, 35, 7, 35, 2, 36, 7, 36, 2, 37, 7, 37, 2, 38, 7, 38, 2, 39, 7, 39, 2, 40, 7, 40, 2, 41, 7, 41, 2, 42, 7, 42, 2, 43, 7, 43, 2, 44, 7, 44, 2, 45, 7, 45, 2, 46, 7, 46, 2, 47, 7, 47, 2, 48, 7, 48, 2, 49, 7, 49, 2, 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0, 0, 921, 922, 7, 8, 0, 0, 922, 138, 1, 0, 0, 0, 923, 924, 7, 9, 0, 0, 924, 140, 1, 0, 0, 0, 925, 926, 7, 10, 0, 0, 926, 142, 1, 0, 0, 0, 927, 928, 3, 141, 70, 0, 928, 929, 3, 141, 70, 0, 929, 930, 3, 141, 70, 0, 930, 931, 3, 141, 70, 0, 931, 144, 1, 0, 0, 0, 932, 933, 5, 92, 0, 0, 933, 934, 5, 117, 0, 0, 934, 935, 1, 0, 0, 0, 935, 943, 3, 143, 71, 0, 936, 937, 5, 92, 0, 0, 937, 938, 5, 85, 0, 0, 938, 939, 1, 0, 0, 0, 939, 940, 3, 143, 71, 0, 940, 941, 3, 143, 71, 0, 941, 943, 1, 0, 0, 0, 942, 932, 1, 0, 0, 0, 942, 936, 1, 0, 0, 0, 943, 146, 1, 0, 0, 0, 944, 946, 3, 151, 75, 0, 945, 947, 3, 153, 76, 0, 946, 945, 1, 0, 0, 0, 946, 947, 1, 0, 0, 0, 947, 952, 1, 0, 0, 0, 948, 949, 3, 155, 77, 0, 949, 950, 3, 153, 76, 0, 950, 952, 1, 0, 0, 0, 951, 944, 1, 0, 0, 0, 951, 948, 1, 0, 0, 0, 952, 148, 1, 0, 0, 0, 953, 954, 5, 48, 0, 0, 954, 957, 7, 7, 0, 0, 955, 958, 3, 157, 78, 0, 956, 958, 3, 159, 79, 0, 957, 955, 1, 0, 0, 0, 957, 956, 1, 0, 0, 0, 958, 959, 1, 0, 0, 0, 959, 960, 3, 161, 80, 0, 960, 150, 1, 0, 0, 0, 961, 963, 3, 155, 77, 0, 962, 961, 1, 0, 0, 0, 962, 963, 1, 0, 0, 0, 963, 964, 1, 0, 0, 0, 964, 965, 5, 46, 0, 0, 965, 970, 3, 155, 77, 0, 966, 967, 3, 155, 77, 0, 967, 968, 5, 46, 0, 0, 968, 970, 1, 0, 0, 0, 969, 962, 1, 0, 0, 0, 969, 966, 1, 0, 0, 0, 970, 152, 1, 0, 0, 0, 971, 973, 7, 11, 0, 0, 972, 974, 7, 12, 0, 0, 973, 972, 1, 0, 0, 0, 973, 974, 1, 0, 0, 0, 974, 975, 1, 0, 0, 0, 975, 976, 3, 155, 77, 0, 976, 154, 1, 0, 0, 0, 977, 979, 3, 127, 63, 0, 978, 977, 1, 0, 0, 0, 979, 980, 1, 0, 0, 0, 980, 978, 1, 0, 0, 0, 980, 981, 1, 0, 0, 0, 981, 156, 1, 0, 0, 0, 982, 984, 3, 159, 79, 0, 983, 982, 1, 0, 0, 0, 983, 984, 1, 0, 0, 0, 984, 985, 1, 0, 0, 0, 985, 986, 5, 46, 0, 0, 986, 991, 3, 159, 79, 0, 987, 988, 3, 159, 79, 0, 988, 989, 5, 46, 0, 0, 989, 991, 1, 0, 0, 0, 990, 983, 1, 0, 0, 0, 990, 987, 1, 0, 0, 0, 991, 158, 1, 0, 0, 0, 992, 994, 3, 141, 70, 0, 993, 992, 1, 0, 0, 0, 994, 995, 1, 0, 0, 0, 995, 993, 1, 0, 0, 0, 995, 996, 1, 0, 0, 0, 996, 160, 1, 0, 0, 0, 997, 999, 7, 13, 0, 0, 998, 1000, 7, 12, 0, 0, 999, 998, 1, 0, 0, 0, 999, 1000, 1, 0, 0, 0, 1000, 1001, 1, 0, 0, 0, 1001, 1002, 3, 155, 77, 0, 1002, 162, 1, 0, 0, 0, 1003, 1004, 5, 92, 0, 0, 1004, 1019, 7, 14, 0, 0, 1005, 1006, 5, 92, 0, 0, 1006, 1008, 3, 139, 69, 0, 1007, 1009, 3, 139, 69, 0, 1008, 1007, 1, 0, 0, 0, 1008, 1009, 1, 0, 0, 0, 1009, 1011, 1, 0, 0, 0, 1010, 1012, 3, 139, 69, 0, 1011, 1010, 1, 0, 0, 0, 1011, 1012, 1, 0, 0, 0, 1012, 1019, 1, 0, 0, 0, 1013, 1014, 5, 92, 0, 0, 1014, 1015, 5, 120, 0, 0, 1015, 1016, 1, 0, 0, 0, 1016, 1019, 3, 159, 79, 0, 1017, 1019, 3, 145, 72, 0, 1018, 1003, 1, 0, 0, 0, 1018, 1005, 1, 0, 0, 0, 1018, 1013, 1, 0, 0, 0, 1018, 1017, 1, 0, 0, 0, 1019, 164, 1, 0, 0, 0, 1020, 1022, 7, 15, 0, 0, 1021, 1020, 1, 0, 0, 0, 1022, 1023, 1, 0, 0, 0, 1023, 1021, 1, 0, 0, 0, 1023, 1024, 1, 0, 0, 0, 1024, 1025, 1, 0, 0, 0, 1025, 1026, 6, 82, 0, 0, 1026, 166, 1, 0, 0, 0, 1027, 1029, 5, 13, 0, 0, 1028, 1030, 5, 10, 0, 0, 1029, 1028, 1, 0, 0, 0, 1029, 1030, 1, 0, 0, 0, 1030, 1033, 1, 0, 0, 0, 1031, 1033, 5, 10, 0, 0, 1032, 1027, 1, 0, 0, 0, 1032, 1031, 1, 0, 0, 0, 1033, 1034, 1, 0, 0, 0, 1034, 1035, 6, 83, 0, 0, 1035, 168, 1, 0, 0, 0, 66, 0, 207, 221, 243, 269, 304, 312, 328, 352, 363, 369, 374, 376, 407, 443, 479, 509, 547, 585, 611, 631, 653, 677, 699, 723, 751, 771, 800, 806, 810, 815, 817, 827, 831, 836, 839, 843, 848, 854, 859, 864, 869, 878, 887, 898, 904, 908, 914, 942, 946, 951, 957, 962, 969, 973, 980, 983, 990, 995, 999, 1008, 1011, 1018, 1023, 1029, 1032, 1, 6, 0, 0] \ No newline at end of file diff --git a/internal/parser/planparserv2/generated/PlanLexer.tokens b/internal/parser/planparserv2/generated/PlanLexer.tokens index 820be82be12..fbefcddabe7 100644 --- a/internal/parser/planparserv2/generated/PlanLexer.tokens +++ b/internal/parser/planparserv2/generated/PlanLexer.tokens @@ -41,15 +41,22 @@ ArrayContains=40 ArrayContainsAll=41 ArrayContainsAny=42 ArrayLength=43 -BooleanConstant=44 -IntegerConstant=45 -FloatingConstant=46 -Identifier=47 -Meta=48 -StringLiteral=49 -JSONIdentifier=50 -Whitespace=51 -Newline=52 +STEuqals=44 +STTouches=45 +STOverlaps=46 +STCrosses=47 +STContains=48 +STIntersects=49 +STWithin=50 +BooleanConstant=51 +IntegerConstant=52 +FloatingConstant=53 +Identifier=54 +Meta=55 +StringLiteral=56 +JSONIdentifier=57 +Whitespace=58 +Newline=59 '('=1 ')'=2 '['=3 @@ -75,4 +82,4 @@ Newline=52 '|'=27 '^'=28 '~'=33 -'$meta'=48 +'$meta'=55 diff --git a/internal/parser/planparserv2/generated/plan_base_visitor.go b/internal/parser/planparserv2/generated/plan_base_visitor.go index 2c7fa5aaa26..792ad5d0721 100644 --- a/internal/parser/planparserv2/generated/plan_base_visitor.go +++ b/internal/parser/planparserv2/generated/plan_base_visitor.go @@ -43,6 +43,10 @@ func (v *BasePlanVisitor) VisitIdentifier(ctx *IdentifierContext) interface{} { return v.VisitChildren(ctx) } +func (v *BasePlanVisitor) VisitSTIntersects(ctx *STIntersectsContext) interface{} { + return v.VisitChildren(ctx) +} + func (v *BasePlanVisitor) VisitLike(ctx *LikeContext) interface{} { return v.VisitChildren(ctx) } @@ -71,6 +75,10 @@ func (v *BasePlanVisitor) VisitCall(ctx *CallContext) interface{} { return v.VisitChildren(ctx) } +func (v *BasePlanVisitor) VisitSTCrosses(ctx *STCrossesContext) interface{} { + return v.VisitChildren(ctx) +} + func (v *BasePlanVisitor) VisitReverseRange(ctx *ReverseRangeContext) interface{} { return v.VisitChildren(ctx) } @@ -103,6 +111,14 @@ func (v *BasePlanVisitor) VisitTextMatch(ctx *TextMatchContext) interface{} { return v.VisitChildren(ctx) } +func (v *BasePlanVisitor) VisitSTTouches(ctx *STTouchesContext) interface{} { + return v.VisitChildren(ctx) +} + +func (v *BasePlanVisitor) VisitSTContains(ctx *STContainsContext) interface{} { + return v.VisitChildren(ctx) +} + func (v *BasePlanVisitor) VisitTerm(ctx *TermContext) interface{} { return v.VisitChildren(ctx) } @@ -111,6 +127,10 @@ func (v *BasePlanVisitor) VisitJSONContains(ctx *JSONContainsContext) interface{ return v.VisitChildren(ctx) } +func (v *BasePlanVisitor) VisitSTWithin(ctx *STWithinContext) interface{} { + return v.VisitChildren(ctx) +} + func (v *BasePlanVisitor) VisitRange(ctx *RangeContext) interface{} { return v.VisitChildren(ctx) } @@ -143,6 +163,10 @@ func (v *BasePlanVisitor) VisitBitAnd(ctx *BitAndContext) interface{} { return v.VisitChildren(ctx) } +func (v *BasePlanVisitor) VisitSTEuqals(ctx *STEuqalsContext) interface{} { + return v.VisitChildren(ctx) +} + func (v *BasePlanVisitor) VisitIsNull(ctx *IsNullContext) interface{} { return v.VisitChildren(ctx) } @@ -150,3 +174,7 @@ func (v *BasePlanVisitor) VisitIsNull(ctx *IsNullContext) interface{} { func (v *BasePlanVisitor) VisitPower(ctx *PowerContext) interface{} { return v.VisitChildren(ctx) } + +func (v *BasePlanVisitor) VisitSTOverlaps(ctx *STOverlapsContext) interface{} { + return v.VisitChildren(ctx) +} diff --git a/internal/parser/planparserv2/generated/plan_lexer.go b/internal/parser/planparserv2/generated/plan_lexer.go index 9c916d8c754..d585a4b210e 100644 --- a/internal/parser/planparserv2/generated/plan_lexer.go +++ b/internal/parser/planparserv2/generated/plan_lexer.go @@ -46,7 +46,8 @@ func planlexerLexerInit() { "", "'('", "')'", "'['", "','", "']'", "'{'", "'}'", "'<'", "'<='", "'>'", "'>='", "'=='", "'!='", "", "", "", "", "'+'", "'-'", "'*'", "'/'", "'%'", "'**'", "'<<'", "'>>'", "'&'", "'|'", "'^'", "", "", "", - "", "'~'", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "'$meta'", + "", "'~'", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", + "", "", "", "", "", "", "'$meta'", } staticData.SymbolicNames = []string{ "", "", "", "", "", "", "LBRACE", "RBRACE", "LT", "LE", "GT", "GE", @@ -54,9 +55,10 @@ func planlexerLexerInit() { "MUL", "DIV", "MOD", "POW", "SHL", "SHR", "BAND", "BOR", "BXOR", "AND", "OR", "ISNULL", "ISNOTNULL", "BNOT", "NOT", "IN", "EmptyArray", "JSONContains", "JSONContainsAll", "JSONContainsAny", "ArrayContains", "ArrayContainsAll", - "ArrayContainsAny", "ArrayLength", "BooleanConstant", "IntegerConstant", - "FloatingConstant", "Identifier", "Meta", "StringLiteral", "JSONIdentifier", - "Whitespace", "Newline", + "ArrayContainsAny", "ArrayLength", "STEuqals", "STTouches", "STOverlaps", + "STCrosses", "STContains", "STIntersects", "STWithin", "BooleanConstant", + "IntegerConstant", "FloatingConstant", "Identifier", "Meta", "StringLiteral", + "JSONIdentifier", "Whitespace", "Newline", } staticData.RuleNames = []string{ "T__0", "T__1", "T__2", "T__3", "T__4", "LBRACE", "RBRACE", "LT", "LE", @@ -64,408 +66,487 @@ func planlexerLexerInit() { "ADD", "SUB", "MUL", "DIV", "MOD", "POW", "SHL", "SHR", "BAND", "BOR", "BXOR", "AND", "OR", "ISNULL", "ISNOTNULL", "BNOT", "NOT", "IN", "EmptyArray", "JSONContains", "JSONContainsAll", "JSONContainsAny", "ArrayContains", - "ArrayContainsAll", "ArrayContainsAny", "ArrayLength", "BooleanConstant", - "IntegerConstant", "FloatingConstant", "Identifier", "Meta", "StringLiteral", - "JSONIdentifier", "EncodingPrefix", "DoubleSCharSequence", "SingleSCharSequence", - "DoubleSChar", "SingleSChar", "Nondigit", "Digit", "BinaryConstant", - "DecimalConstant", "OctalConstant", "HexadecimalConstant", "NonzeroDigit", - "OctalDigit", "HexadecimalDigit", "HexQuad", "UniversalCharacterName", + "ArrayContainsAll", "ArrayContainsAny", "ArrayLength", "STEuqals", "STTouches", + "STOverlaps", "STCrosses", "STContains", "STIntersects", "STWithin", + "BooleanConstant", "IntegerConstant", "FloatingConstant", "Identifier", + "Meta", "StringLiteral", "JSONIdentifier", "EncodingPrefix", "DoubleSCharSequence", + "SingleSCharSequence", "DoubleSChar", "SingleSChar", "Nondigit", "Digit", + "BinaryConstant", "DecimalConstant", "OctalConstant", "HexadecimalConstant", + "NonzeroDigit", "OctalDigit", "HexadecimalDigit", "HexQuad", "UniversalCharacterName", "DecimalFloatingConstant", "HexadecimalFloatingConstant", "FractionalConstant", "ExponentPart", "DigitSequence", "HexadecimalFractionalConstant", "HexadecimalDigitSequence", "BinaryExponentPart", "EscapeSequence", "Whitespace", "Newline", } staticData.PredictionContextCache = antlr.NewPredictionContextCache() staticData.serializedATN = []int32{ - 4, 0, 52, 862, 6, -1, 2, 0, 7, 0, 2, 1, 7, 1, 2, 2, 7, 2, 2, 3, 7, 3, 2, - 4, 7, 4, 2, 5, 7, 5, 2, 6, 7, 6, 2, 7, 7, 7, 2, 8, 7, 8, 2, 9, 7, 9, 2, - 10, 7, 10, 2, 11, 7, 11, 2, 12, 7, 12, 2, 13, 7, 13, 2, 14, 7, 14, 2, 15, - 7, 15, 2, 16, 7, 16, 2, 17, 7, 17, 2, 18, 7, 18, 2, 19, 7, 19, 2, 20, 7, - 20, 2, 21, 7, 21, 2, 22, 7, 22, 2, 23, 7, 23, 2, 24, 7, 24, 2, 25, 7, 25, - 2, 26, 7, 26, 2, 27, 7, 27, 2, 28, 7, 28, 2, 29, 7, 29, 2, 30, 7, 30, 2, - 31, 7, 31, 2, 32, 7, 32, 2, 33, 7, 33, 2, 34, 7, 34, 2, 35, 7, 35, 2, 36, - 7, 36, 2, 37, 7, 37, 2, 38, 7, 38, 2, 39, 7, 39, 2, 40, 7, 40, 2, 41, 7, - 41, 2, 42, 7, 42, 2, 43, 7, 43, 2, 44, 7, 44, 2, 45, 7, 45, 2, 46, 7, 46, - 2, 47, 7, 47, 2, 48, 7, 48, 2, 49, 7, 49, 2, 50, 7, 50, 2, 51, 7, 51, 2, - 52, 7, 52, 2, 53, 7, 53, 2, 54, 7, 54, 2, 55, 7, 55, 2, 56, 7, 56, 2, 57, - 7, 57, 2, 58, 7, 58, 2, 59, 7, 59, 2, 60, 7, 60, 2, 61, 7, 61, 2, 62, 7, - 62, 2, 63, 7, 63, 2, 64, 7, 64, 2, 65, 7, 65, 2, 66, 7, 66, 2, 67, 7, 67, - 2, 68, 7, 68, 2, 69, 7, 69, 2, 70, 7, 70, 2, 71, 7, 71, 2, 72, 7, 72, 2, - 73, 7, 73, 2, 74, 7, 74, 2, 75, 7, 75, 2, 76, 7, 76, 1, 0, 1, 0, 1, 1, - 1, 1, 1, 2, 1, 2, 1, 3, 1, 3, 1, 4, 1, 4, 1, 5, 1, 5, 1, 6, 1, 6, 1, 7, - 1, 7, 1, 8, 1, 8, 1, 8, 1, 9, 1, 9, 1, 10, 1, 10, 1, 10, 1, 11, 1, 11, - 1, 11, 1, 12, 1, 12, 1, 12, 1, 13, 1, 13, 1, 13, 1, 13, 1, 13, 1, 13, 1, - 13, 1, 13, 3, 13, 194, 8, 13, 1, 14, 1, 14, 1, 14, 1, 14, 1, 14, 1, 14, - 1, 14, 1, 14, 1, 14, 1, 14, 1, 14, 1, 14, 3, 14, 208, 8, 14, 1, 15, 1, + 4, 0, 59, 1036, 6, -1, 2, 0, 7, 0, 2, 1, 7, 1, 2, 2, 7, 2, 2, 3, 7, 3, + 2, 4, 7, 4, 2, 5, 7, 5, 2, 6, 7, 6, 2, 7, 7, 7, 2, 8, 7, 8, 2, 9, 7, 9, + 2, 10, 7, 10, 2, 11, 7, 11, 2, 12, 7, 12, 2, 13, 7, 13, 2, 14, 7, 14, 2, + 15, 7, 15, 2, 16, 7, 16, 2, 17, 7, 17, 2, 18, 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0, 1018, 1017, 1, 0, 0, 0, 1019, 164, + 1, 0, 0, 0, 1020, 1022, 7, 15, 0, 0, 1021, 1020, 1, 0, 0, 0, 1022, 1023, + 1, 0, 0, 0, 1023, 1021, 1, 0, 0, 0, 1023, 1024, 1, 0, 0, 0, 1024, 1025, + 1, 0, 0, 0, 1025, 1026, 6, 82, 0, 0, 1026, 166, 1, 0, 0, 0, 1027, 1029, + 5, 13, 0, 0, 1028, 1030, 5, 10, 0, 0, 1029, 1028, 1, 0, 0, 0, 1029, 1030, + 1, 0, 0, 0, 1030, 1033, 1, 0, 0, 0, 1031, 1033, 5, 10, 0, 0, 1032, 1027, + 1, 0, 0, 0, 1032, 1031, 1, 0, 0, 0, 1033, 1034, 1, 0, 0, 0, 1034, 1035, + 6, 83, 0, 0, 1035, 168, 1, 0, 0, 0, 66, 0, 207, 221, 243, 269, 304, 312, + 328, 352, 363, 369, 374, 376, 407, 443, 479, 509, 547, 585, 611, 631, 653, + 677, 699, 723, 751, 771, 800, 806, 810, 815, 817, 827, 831, 836, 839, 843, + 848, 854, 859, 864, 869, 878, 887, 898, 904, 908, 914, 942, 946, 951, 957, + 962, 969, 973, 980, 983, 990, 995, 999, 1008, 1011, 1018, 1023, 1029, 1032, + 1, 6, 0, 0, } deserializer := antlr.NewATNDeserializer(nil) staticData.atn = deserializer.Deserialize(staticData.serializedATN) @@ -549,13 +630,20 @@ const ( PlanLexerArrayContainsAll = 41 PlanLexerArrayContainsAny = 42 PlanLexerArrayLength = 43 - PlanLexerBooleanConstant = 44 - PlanLexerIntegerConstant = 45 - PlanLexerFloatingConstant = 46 - PlanLexerIdentifier = 47 - PlanLexerMeta = 48 - PlanLexerStringLiteral = 49 - PlanLexerJSONIdentifier = 50 - PlanLexerWhitespace = 51 - PlanLexerNewline = 52 + PlanLexerSTEuqals = 44 + PlanLexerSTTouches = 45 + PlanLexerSTOverlaps = 46 + PlanLexerSTCrosses = 47 + PlanLexerSTContains = 48 + PlanLexerSTIntersects = 49 + PlanLexerSTWithin = 50 + PlanLexerBooleanConstant = 51 + PlanLexerIntegerConstant = 52 + PlanLexerFloatingConstant = 53 + PlanLexerIdentifier = 54 + PlanLexerMeta = 55 + PlanLexerStringLiteral = 56 + PlanLexerJSONIdentifier = 57 + PlanLexerWhitespace = 58 + PlanLexerNewline = 59 ) diff --git a/internal/parser/planparserv2/generated/plan_parser.go b/internal/parser/planparserv2/generated/plan_parser.go index 8ede4618dea..69c55f47680 100644 --- a/internal/parser/planparserv2/generated/plan_parser.go +++ b/internal/parser/planparserv2/generated/plan_parser.go @@ -35,7 +35,8 @@ func planParserInit() { "", "'('", "')'", "'['", "','", "']'", "'{'", "'}'", "'<'", "'<='", "'>'", "'>='", "'=='", "'!='", "", "", "", "", "'+'", "'-'", "'*'", "'/'", "'%'", "'**'", "'<<'", "'>>'", "'&'", "'|'", "'^'", "", "", "", - "", "'~'", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "'$meta'", + "", "'~'", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", + "", "", "", "", "", "", "'$meta'", } staticData.SymbolicNames = []string{ "", "", "", "", "", "", "LBRACE", "RBRACE", "LT", "LE", "GT", "GE", @@ -43,90 +44,111 @@ func planParserInit() { "MUL", "DIV", "MOD", "POW", "SHL", "SHR", "BAND", "BOR", "BXOR", "AND", "OR", "ISNULL", "ISNOTNULL", "BNOT", "NOT", "IN", "EmptyArray", "JSONContains", "JSONContainsAll", "JSONContainsAny", "ArrayContains", "ArrayContainsAll", - "ArrayContainsAny", "ArrayLength", "BooleanConstant", "IntegerConstant", - "FloatingConstant", "Identifier", "Meta", "StringLiteral", "JSONIdentifier", - "Whitespace", "Newline", + "ArrayContainsAny", "ArrayLength", "STEuqals", "STTouches", "STOverlaps", + "STCrosses", "STContains", "STIntersects", "STWithin", "BooleanConstant", + "IntegerConstant", "FloatingConstant", "Identifier", "Meta", "StringLiteral", + "JSONIdentifier", "Whitespace", "Newline", } staticData.RuleNames = []string{ "expr", } staticData.PredictionContextCache = antlr.NewPredictionContextCache() staticData.serializedATN = []int32{ - 4, 1, 52, 156, 2, 0, 7, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, + 4, 1, 59, 198, 2, 0, 7, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 5, 0, 21, 8, 0, 10, 0, 12, 0, 24, 9, 0, 1, 0, 3, 0, 27, 8, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 3, 0, 47, 8, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 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97, 5, 49, 0, 0, - 7, 97, 7, 0, 0, 0, 8, 97, 5, 50, 0, 0, 9, 10, 5, 6, 0, 0, 10, 11, 5, 47, - 0, 0, 11, 97, 5, 7, 0, 0, 12, 13, 5, 1, 0, 0, 13, 14, 3, 0, 0, 0, 14, 15, - 5, 2, 0, 0, 15, 97, 1, 0, 0, 0, 16, 17, 5, 3, 0, 0, 17, 22, 3, 0, 0, 0, - 18, 19, 5, 4, 0, 0, 19, 21, 3, 0, 0, 0, 20, 18, 1, 0, 0, 0, 21, 24, 1, - 0, 0, 0, 22, 20, 1, 0, 0, 0, 22, 23, 1, 0, 0, 0, 23, 26, 1, 0, 0, 0, 24, - 22, 1, 0, 0, 0, 25, 27, 5, 4, 0, 0, 26, 25, 1, 0, 0, 0, 26, 27, 1, 0, 0, - 0, 27, 28, 1, 0, 0, 0, 28, 29, 5, 5, 0, 0, 29, 97, 1, 0, 0, 0, 30, 97, - 5, 36, 0, 0, 31, 32, 5, 15, 0, 0, 32, 97, 3, 0, 0, 26, 33, 34, 5, 16, 0, - 0, 34, 35, 5, 1, 0, 0, 35, 36, 5, 47, 0, 0, 36, 37, 5, 4, 0, 0, 37, 38, - 5, 49, 0, 0, 38, 97, 5, 2, 0, 0, 39, 40, 5, 17, 0, 0, 40, 41, 5, 1, 0, - 0, 41, 42, 5, 47, 0, 0, 42, 43, 5, 4, 0, 0, 43, 46, 5, 49, 0, 0, 44, 45, - 5, 4, 0, 0, 45, 47, 3, 0, 0, 0, 46, 44, 1, 0, 0, 0, 46, 47, 1, 0, 0, 0, - 47, 48, 1, 0, 0, 0, 48, 97, 5, 2, 0, 0, 49, 50, 7, 1, 0, 0, 50, 97, 3, - 0, 0, 21, 51, 52, 7, 2, 0, 0, 52, 53, 5, 1, 0, 0, 53, 54, 3, 0, 0, 0, 54, - 55, 5, 4, 0, 0, 55, 56, 3, 0, 0, 0, 56, 57, 5, 2, 0, 0, 57, 97, 1, 0, 0, - 0, 58, 59, 7, 3, 0, 0, 59, 60, 5, 1, 0, 0, 60, 61, 3, 0, 0, 0, 61, 62, - 5, 4, 0, 0, 62, 63, 3, 0, 0, 0, 63, 64, 5, 2, 0, 0, 64, 97, 1, 0, 0, 0, - 65, 66, 7, 4, 0, 0, 66, 67, 5, 1, 0, 0, 67, 68, 3, 0, 0, 0, 68, 69, 5, - 4, 0, 0, 69, 70, 3, 0, 0, 0, 70, 71, 5, 2, 0, 0, 71, 97, 1, 0, 0, 0, 72, - 73, 5, 43, 0, 0, 73, 74, 5, 1, 0, 0, 74, 75, 7, 5, 0, 0, 75, 97, 5, 2, - 0, 0, 76, 77, 5, 47, 0, 0, 77, 89, 5, 1, 0, 0, 78, 83, 3, 0, 0, 0, 79, - 80, 5, 4, 0, 0, 80, 82, 3, 0, 0, 0, 81, 79, 1, 0, 0, 0, 82, 85, 1, 0, 0, - 0, 83, 81, 1, 0, 0, 0, 83, 84, 1, 0, 0, 0, 84, 87, 1, 0, 0, 0, 85, 83, - 1, 0, 0, 0, 86, 88, 5, 4, 0, 0, 87, 86, 1, 0, 0, 0, 87, 88, 1, 0, 0, 0, - 88, 90, 1, 0, 0, 0, 89, 78, 1, 0, 0, 0, 89, 90, 1, 0, 0, 0, 90, 91, 1, - 0, 0, 0, 91, 97, 5, 2, 0, 0, 92, 93, 7, 5, 0, 0, 93, 97, 5, 31, 0, 0, 94, - 95, 7, 5, 0, 0, 95, 97, 5, 32, 0, 0, 96, 2, 1, 0, 0, 0, 96, 4, 1, 0, 0, - 0, 96, 5, 1, 0, 0, 0, 96, 6, 1, 0, 0, 0, 96, 7, 1, 0, 0, 0, 96, 8, 1, 0, - 0, 0, 96, 9, 1, 0, 0, 0, 96, 12, 1, 0, 0, 0, 96, 16, 1, 0, 0, 0, 96, 30, - 1, 0, 0, 0, 96, 31, 1, 0, 0, 0, 96, 33, 1, 0, 0, 0, 96, 39, 1, 0, 0, 0, - 96, 49, 1, 0, 0, 0, 96, 51, 1, 0, 0, 0, 96, 58, 1, 0, 0, 0, 96, 65, 1, - 0, 0, 0, 96, 72, 1, 0, 0, 0, 96, 76, 1, 0, 0, 0, 96, 92, 1, 0, 0, 0, 96, - 94, 1, 0, 0, 0, 97, 152, 1, 0, 0, 0, 98, 99, 10, 22, 0, 0, 99, 100, 5, - 23, 0, 0, 100, 151, 3, 0, 0, 23, 101, 102, 10, 20, 0, 0, 102, 103, 7, 6, - 0, 0, 103, 151, 3, 0, 0, 21, 104, 105, 10, 19, 0, 0, 105, 106, 7, 7, 0, - 0, 106, 151, 3, 0, 0, 20, 107, 108, 10, 18, 0, 0, 108, 109, 7, 8, 0, 0, - 109, 151, 3, 0, 0, 19, 110, 112, 10, 17, 0, 0, 111, 113, 5, 34, 0, 0, 112, - 111, 1, 0, 0, 0, 112, 113, 1, 0, 0, 0, 113, 114, 1, 0, 0, 0, 114, 115, - 5, 35, 0, 0, 115, 151, 3, 0, 0, 18, 116, 117, 10, 11, 0, 0, 117, 118, 7, - 9, 0, 0, 118, 119, 7, 5, 0, 0, 119, 120, 7, 9, 0, 0, 120, 151, 3, 0, 0, - 12, 121, 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95, 5, 56, 0, 0, 95, 139, 5, 2, 0, 0, 96, 97, 5, 48, 0, 0, 97, 98, + 5, 1, 0, 0, 98, 99, 5, 54, 0, 0, 99, 100, 5, 4, 0, 0, 100, 101, 5, 56, + 0, 0, 101, 139, 5, 2, 0, 0, 102, 103, 5, 49, 0, 0, 103, 104, 5, 1, 0, 0, + 104, 105, 5, 54, 0, 0, 105, 106, 5, 4, 0, 0, 106, 107, 5, 56, 0, 0, 107, + 139, 5, 2, 0, 0, 108, 109, 5, 50, 0, 0, 109, 110, 5, 1, 0, 0, 110, 111, + 5, 54, 0, 0, 111, 112, 5, 4, 0, 0, 112, 113, 5, 56, 0, 0, 113, 139, 5, + 2, 0, 0, 114, 115, 5, 43, 0, 0, 115, 116, 5, 1, 0, 0, 116, 117, 7, 5, 0, + 0, 117, 139, 5, 2, 0, 0, 118, 119, 5, 54, 0, 0, 119, 131, 5, 1, 0, 0, 120, + 125, 3, 0, 0, 0, 121, 122, 5, 4, 0, 0, 122, 124, 3, 0, 0, 0, 123, 121, + 1, 0, 0, 0, 124, 127, 1, 0, 0, 0, 125, 123, 1, 0, 0, 0, 125, 126, 1, 0, + 0, 0, 126, 129, 1, 0, 0, 0, 127, 125, 1, 0, 0, 0, 128, 130, 5, 4, 0, 0, + 129, 128, 1, 0, 0, 0, 129, 130, 1, 0, 0, 0, 130, 132, 1, 0, 0, 0, 131, + 120, 1, 0, 0, 0, 131, 132, 1, 0, 0, 0, 132, 133, 1, 0, 0, 0, 133, 139, + 5, 2, 0, 0, 134, 135, 7, 5, 0, 0, 135, 139, 5, 31, 0, 0, 136, 137, 7, 5, + 0, 0, 137, 139, 5, 32, 0, 0, 138, 2, 1, 0, 0, 0, 138, 4, 1, 0, 0, 0, 138, + 5, 1, 0, 0, 0, 138, 6, 1, 0, 0, 0, 138, 7, 1, 0, 0, 0, 138, 8, 1, 0, 0, + 0, 138, 9, 1, 0, 0, 0, 138, 12, 1, 0, 0, 0, 138, 16, 1, 0, 0, 0, 138, 30, + 1, 0, 0, 0, 138, 31, 1, 0, 0, 0, 138, 33, 1, 0, 0, 0, 138, 39, 1, 0, 0, + 0, 138, 49, 1, 0, 0, 0, 138, 51, 1, 0, 0, 0, 138, 58, 1, 0, 0, 0, 138, + 65, 1, 0, 0, 0, 138, 72, 1, 0, 0, 0, 138, 78, 1, 0, 0, 0, 138, 84, 1, 0, + 0, 0, 138, 90, 1, 0, 0, 0, 138, 96, 1, 0, 0, 0, 138, 102, 1, 0, 0, 0, 138, + 108, 1, 0, 0, 0, 138, 114, 1, 0, 0, 0, 138, 118, 1, 0, 0, 0, 138, 134, + 1, 0, 0, 0, 138, 136, 1, 0, 0, 0, 139, 194, 1, 0, 0, 0, 140, 141, 10, 29, + 0, 0, 141, 142, 5, 23, 0, 0, 142, 193, 3, 0, 0, 30, 143, 144, 10, 27, 0, + 0, 144, 145, 7, 6, 0, 0, 145, 193, 3, 0, 0, 28, 146, 147, 10, 26, 0, 0, + 147, 148, 7, 7, 0, 0, 148, 193, 3, 0, 0, 27, 149, 150, 10, 25, 0, 0, 150, + 151, 7, 8, 0, 0, 151, 193, 3, 0, 0, 26, 152, 154, 10, 24, 0, 0, 153, 155, + 5, 34, 0, 0, 154, 153, 1, 0, 0, 0, 154, 155, 1, 0, 0, 0, 155, 156, 1, 0, + 0, 0, 156, 157, 5, 35, 0, 0, 157, 193, 3, 0, 0, 25, 158, 159, 10, 11, 0, + 0, 159, 160, 7, 9, 0, 0, 160, 161, 7, 5, 0, 0, 161, 162, 7, 9, 0, 0, 162, + 193, 3, 0, 0, 12, 163, 164, 10, 10, 0, 0, 164, 165, 7, 10, 0, 0, 165, 166, + 7, 5, 0, 0, 166, 167, 7, 10, 0, 0, 167, 193, 3, 0, 0, 11, 168, 169, 10, + 9, 0, 0, 169, 170, 7, 11, 0, 0, 170, 193, 3, 0, 0, 10, 171, 172, 10, 8, + 0, 0, 172, 173, 7, 12, 0, 0, 173, 193, 3, 0, 0, 9, 174, 175, 10, 7, 0, + 0, 175, 176, 5, 26, 0, 0, 176, 193, 3, 0, 0, 8, 177, 178, 10, 6, 0, 0, + 178, 179, 5, 28, 0, 0, 179, 193, 3, 0, 0, 7, 180, 181, 10, 5, 0, 0, 181, + 182, 5, 27, 0, 0, 182, 193, 3, 0, 0, 6, 183, 184, 10, 4, 0, 0, 184, 185, + 5, 29, 0, 0, 185, 193, 3, 0, 0, 5, 186, 187, 10, 3, 0, 0, 187, 188, 5, + 30, 0, 0, 188, 193, 3, 0, 0, 4, 189, 190, 10, 32, 0, 0, 190, 191, 5, 14, + 0, 0, 191, 193, 5, 56, 0, 0, 192, 140, 1, 0, 0, 0, 192, 143, 1, 0, 0, 0, + 192, 146, 1, 0, 0, 0, 192, 149, 1, 0, 0, 0, 192, 152, 1, 0, 0, 0, 192, + 158, 1, 0, 0, 0, 192, 163, 1, 0, 0, 0, 192, 168, 1, 0, 0, 0, 192, 171, + 1, 0, 0, 0, 192, 174, 1, 0, 0, 0, 192, 177, 1, 0, 0, 0, 192, 180, 1, 0, + 0, 0, 192, 183, 1, 0, 0, 0, 192, 186, 1, 0, 0, 0, 192, 189, 1, 0, 0, 0, + 193, 196, 1, 0, 0, 0, 194, 192, 1, 0, 0, 0, 194, 195, 1, 0, 0, 0, 195, + 1, 1, 0, 0, 0, 196, 194, 1, 0, 0, 0, 10, 22, 26, 46, 125, 129, 131, 138, + 154, 192, 194, } deserializer := antlr.NewATNDeserializer(nil) staticData.atn = deserializer.Deserialize(staticData.serializedATN) @@ -208,15 +230,22 @@ const ( PlanParserArrayContainsAll = 41 PlanParserArrayContainsAny = 42 PlanParserArrayLength = 43 - PlanParserBooleanConstant = 44 - PlanParserIntegerConstant = 45 - PlanParserFloatingConstant = 46 - PlanParserIdentifier = 47 - PlanParserMeta = 48 - PlanParserStringLiteral = 49 - PlanParserJSONIdentifier = 50 - PlanParserWhitespace = 51 - PlanParserNewline = 52 + PlanParserSTEuqals = 44 + PlanParserSTTouches = 45 + PlanParserSTOverlaps = 46 + PlanParserSTCrosses = 47 + PlanParserSTContains = 48 + PlanParserSTIntersects = 49 + PlanParserSTWithin = 50 + PlanParserBooleanConstant = 51 + PlanParserIntegerConstant = 52 + PlanParserFloatingConstant = 53 + PlanParserIdentifier = 54 + PlanParserMeta = 55 + PlanParserStringLiteral = 56 + PlanParserJSONIdentifier = 57 + PlanParserWhitespace = 58 + PlanParserNewline = 59 ) // PlanParserRULE_expr is the PlanParser rule. @@ -728,6 +757,46 @@ func (s *IdentifierContext) Accept(visitor antlr.ParseTreeVisitor) interface{} { } } +type STIntersectsContext struct { + ExprContext +} + +func NewSTIntersectsContext(parser antlr.Parser, ctx antlr.ParserRuleContext) *STIntersectsContext { + var p = new(STIntersectsContext) + + InitEmptyExprContext(&p.ExprContext) + p.parser = parser + p.CopyAll(ctx.(*ExprContext)) + + return p +} + +func (s *STIntersectsContext) GetRuleContext() antlr.RuleContext { + return s +} + +func (s *STIntersectsContext) STIntersects() antlr.TerminalNode { + return s.GetToken(PlanParserSTIntersects, 0) +} + +func (s *STIntersectsContext) Identifier() antlr.TerminalNode { + return s.GetToken(PlanParserIdentifier, 0) +} + +func (s *STIntersectsContext) StringLiteral() antlr.TerminalNode { + return s.GetToken(PlanParserStringLiteral, 0) +} + +func (s *STIntersectsContext) Accept(visitor antlr.ParseTreeVisitor) interface{} { + switch t := visitor.(type) { + case PlanVisitor: + return t.VisitSTIntersects(s) + + default: + return t.VisitChildren(s) + } +} + type LikeContext struct { ExprContext } @@ -1162,6 +1231,46 @@ func (s *CallContext) Accept(visitor antlr.ParseTreeVisitor) interface{} { } } +type STCrossesContext struct { + ExprContext +} + +func NewSTCrossesContext(parser antlr.Parser, ctx antlr.ParserRuleContext) *STCrossesContext { + var p = new(STCrossesContext) + + InitEmptyExprContext(&p.ExprContext) + p.parser = parser + p.CopyAll(ctx.(*ExprContext)) + + return p +} + +func (s *STCrossesContext) GetRuleContext() antlr.RuleContext { + return s +} + +func (s *STCrossesContext) STCrosses() antlr.TerminalNode { + return s.GetToken(PlanParserSTCrosses, 0) +} + +func (s *STCrossesContext) Identifier() antlr.TerminalNode { + return s.GetToken(PlanParserIdentifier, 0) +} + +func (s *STCrossesContext) StringLiteral() antlr.TerminalNode { + return s.GetToken(PlanParserStringLiteral, 0) +} + +func (s *STCrossesContext) Accept(visitor antlr.ParseTreeVisitor) interface{} { + switch t := visitor.(type) { + case PlanVisitor: + return t.VisitSTCrosses(s) + + default: + return t.VisitChildren(s) + } +} + type ReverseRangeContext struct { ExprContext op1 antlr.Token @@ -1678,6 +1787,86 @@ func (s *TextMatchContext) Accept(visitor antlr.ParseTreeVisitor) interface{} { } } +type STTouchesContext struct { + ExprContext +} + +func NewSTTouchesContext(parser antlr.Parser, ctx antlr.ParserRuleContext) *STTouchesContext { + var p = new(STTouchesContext) + + InitEmptyExprContext(&p.ExprContext) + p.parser = parser + p.CopyAll(ctx.(*ExprContext)) + + return p +} + +func (s *STTouchesContext) GetRuleContext() antlr.RuleContext { + return s +} + +func (s *STTouchesContext) STTouches() antlr.TerminalNode { + return s.GetToken(PlanParserSTTouches, 0) +} + +func (s *STTouchesContext) Identifier() antlr.TerminalNode { + return s.GetToken(PlanParserIdentifier, 0) +} + +func (s *STTouchesContext) StringLiteral() antlr.TerminalNode { + return s.GetToken(PlanParserStringLiteral, 0) +} + +func (s *STTouchesContext) Accept(visitor antlr.ParseTreeVisitor) interface{} { + switch t := visitor.(type) { + case PlanVisitor: + return t.VisitSTTouches(s) + + default: + return t.VisitChildren(s) + } +} + +type STContainsContext struct { + ExprContext +} + +func NewSTContainsContext(parser antlr.Parser, ctx antlr.ParserRuleContext) *STContainsContext { + var p = new(STContainsContext) + + InitEmptyExprContext(&p.ExprContext) + p.parser = parser + p.CopyAll(ctx.(*ExprContext)) + + return p +} + +func (s *STContainsContext) GetRuleContext() antlr.RuleContext { + return s +} + +func (s *STContainsContext) STContains() antlr.TerminalNode { + return s.GetToken(PlanParserSTContains, 0) +} + +func (s *STContainsContext) Identifier() antlr.TerminalNode { + return s.GetToken(PlanParserIdentifier, 0) +} + +func (s *STContainsContext) StringLiteral() antlr.TerminalNode { + return s.GetToken(PlanParserStringLiteral, 0) +} + +func (s *STContainsContext) Accept(visitor antlr.ParseTreeVisitor) interface{} { + switch t := visitor.(type) { + case PlanVisitor: + return t.VisitSTContains(s) + + default: + return t.VisitChildren(s) + } +} + type TermContext struct { ExprContext op antlr.Token @@ -1837,6 +2026,46 @@ func (s *JSONContainsContext) Accept(visitor antlr.ParseTreeVisitor) interface{} } } +type STWithinContext struct { + ExprContext +} + +func NewSTWithinContext(parser antlr.Parser, ctx antlr.ParserRuleContext) *STWithinContext { + var p = new(STWithinContext) + + InitEmptyExprContext(&p.ExprContext) + p.parser = parser + p.CopyAll(ctx.(*ExprContext)) + + return p +} + +func (s *STWithinContext) GetRuleContext() antlr.RuleContext { + return s +} + +func (s *STWithinContext) STWithin() antlr.TerminalNode { + return s.GetToken(PlanParserSTWithin, 0) +} + +func (s *STWithinContext) Identifier() antlr.TerminalNode { + return s.GetToken(PlanParserIdentifier, 0) +} + +func (s *STWithinContext) StringLiteral() antlr.TerminalNode { + return s.GetToken(PlanParserStringLiteral, 0) +} + +func (s *STWithinContext) Accept(visitor antlr.ParseTreeVisitor) interface{} { + switch t := visitor.(type) { + case PlanVisitor: + return t.VisitSTWithin(s) + + default: + return t.VisitChildren(s) + } +} + type RangeContext struct { ExprContext op1 antlr.Token @@ -2377,6 +2606,46 @@ func (s *BitAndContext) Accept(visitor antlr.ParseTreeVisitor) interface{} { } } +type STEuqalsContext struct { + ExprContext +} + +func NewSTEuqalsContext(parser antlr.Parser, ctx antlr.ParserRuleContext) *STEuqalsContext { + var p = new(STEuqalsContext) + + InitEmptyExprContext(&p.ExprContext) + p.parser = parser + p.CopyAll(ctx.(*ExprContext)) + + return p +} + +func (s *STEuqalsContext) GetRuleContext() antlr.RuleContext { + return s +} + +func (s *STEuqalsContext) STEuqals() antlr.TerminalNode { + return s.GetToken(PlanParserSTEuqals, 0) +} + +func (s *STEuqalsContext) Identifier() antlr.TerminalNode { + return s.GetToken(PlanParserIdentifier, 0) +} + +func (s *STEuqalsContext) StringLiteral() antlr.TerminalNode { + return s.GetToken(PlanParserStringLiteral, 0) +} + +func (s *STEuqalsContext) Accept(visitor antlr.ParseTreeVisitor) interface{} { + switch t := visitor.(type) { + case PlanVisitor: + return t.VisitSTEuqals(s) + + default: + return t.VisitChildren(s) + } +} + type IsNullContext struct { ExprContext } @@ -2490,6 +2759,46 @@ func (s *PowerContext) Accept(visitor antlr.ParseTreeVisitor) interface{} { } } +type STOverlapsContext struct { + ExprContext +} + +func NewSTOverlapsContext(parser antlr.Parser, ctx antlr.ParserRuleContext) *STOverlapsContext { + var p = new(STOverlapsContext) + + InitEmptyExprContext(&p.ExprContext) + p.parser = parser + p.CopyAll(ctx.(*ExprContext)) + + return p +} + +func (s *STOverlapsContext) GetRuleContext() antlr.RuleContext { + return s +} + +func (s *STOverlapsContext) STOverlaps() antlr.TerminalNode { + return s.GetToken(PlanParserSTOverlaps, 0) +} + +func (s *STOverlapsContext) Identifier() antlr.TerminalNode { + return s.GetToken(PlanParserIdentifier, 0) +} + +func (s *STOverlapsContext) StringLiteral() antlr.TerminalNode { + return s.GetToken(PlanParserStringLiteral, 0) +} + +func (s *STOverlapsContext) Accept(visitor antlr.ParseTreeVisitor) interface{} { + switch t := visitor.(type) { + case PlanVisitor: + return t.VisitSTOverlaps(s) + + default: + return t.VisitChildren(s) + } +} + func (p *PlanParser) Expr() (localctx IExprContext) { return p.expr(0) } @@ -2508,7 +2817,7 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { var _alt int p.EnterOuterAlt(localctx, 1) - p.SetState(96) + p.SetState(138) p.GetErrorHandler().Sync(p) if p.HasError() { goto errorExit @@ -2756,7 +3065,7 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } { p.SetState(32) - p.expr(26) + p.expr(33) } case 12: @@ -2911,7 +3220,7 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } { p.SetState(50) - p.expr(21) + p.expr(28) } case 15: @@ -3059,12 +3368,12 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } case 18: - localctx = NewArrayLengthContext(p, localctx) + localctx = NewSTEuqalsContext(p, localctx) p.SetParserRuleContext(localctx) _prevctx = localctx { p.SetState(72) - p.Match(PlanParserArrayLength) + p.Match(PlanParserSTEuqals) if p.HasError() { // Recognition error - abort rule goto errorExit @@ -3080,31 +3389,23 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } { p.SetState(74) - _la = p.GetTokenStream().LA(1) - - if !(_la == PlanParserIdentifier || _la == PlanParserJSONIdentifier) { - p.GetErrorHandler().RecoverInline(p) - } else { - p.GetErrorHandler().ReportMatch(p) - p.Consume() + p.Match(PlanParserIdentifier) + if p.HasError() { + // Recognition error - abort rule + goto errorExit } } { p.SetState(75) - p.Match(PlanParserT__1) + p.Match(PlanParserT__3) if p.HasError() { // Recognition error - abort rule goto errorExit } } - - case 19: - localctx = NewCallContext(p, localctx) - p.SetParserRuleContext(localctx) - _prevctx = localctx { p.SetState(76) - p.Match(PlanParserIdentifier) + p.Match(PlanParserStringLiteral) if p.HasError() { // Recognition error - abort rule goto errorExit @@ -3112,37 +3413,416 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } { p.SetState(77) - p.Match(PlanParserT__0) + p.Match(PlanParserT__1) if p.HasError() { // Recognition error - abort rule goto errorExit } } - p.SetState(89) - p.GetErrorHandler().Sync(p) - if p.HasError() { - goto errorExit - } - _la = p.GetTokenStream().LA(1) - if (int64(_la) & ^0x3f) == 0 && ((int64(1)<<_la)&2251756865028170) != 0 { - { - p.SetState(78) - p.expr(0) - } - p.SetState(83) - p.GetErrorHandler().Sync(p) + case 19: + localctx = NewSTTouchesContext(p, localctx) + p.SetParserRuleContext(localctx) + _prevctx = localctx + { + p.SetState(78) + p.Match(PlanParserSTTouches) if p.HasError() { + // Recognition error - abort rule goto errorExit } - _alt = p.GetInterpreter().AdaptivePredict(p.BaseParser, p.GetTokenStream(), 3, p.GetParserRuleContext()) + } + { + p.SetState(79) + p.Match(PlanParserT__0) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(80) + p.Match(PlanParserIdentifier) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(81) + p.Match(PlanParserT__3) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(82) + p.Match(PlanParserStringLiteral) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(83) + p.Match(PlanParserT__1) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + + case 20: + localctx = NewSTOverlapsContext(p, localctx) + p.SetParserRuleContext(localctx) + _prevctx = localctx + { + p.SetState(84) + p.Match(PlanParserSTOverlaps) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(85) + p.Match(PlanParserT__0) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(86) + p.Match(PlanParserIdentifier) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(87) + p.Match(PlanParserT__3) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(88) + p.Match(PlanParserStringLiteral) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(89) + p.Match(PlanParserT__1) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + + case 21: + localctx = NewSTCrossesContext(p, localctx) + p.SetParserRuleContext(localctx) + _prevctx = localctx + { + p.SetState(90) + p.Match(PlanParserSTCrosses) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(91) + p.Match(PlanParserT__0) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(92) + p.Match(PlanParserIdentifier) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(93) + p.Match(PlanParserT__3) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(94) + p.Match(PlanParserStringLiteral) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(95) + p.Match(PlanParserT__1) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + + case 22: + localctx = NewSTContainsContext(p, localctx) + p.SetParserRuleContext(localctx) + _prevctx = localctx + { + p.SetState(96) + p.Match(PlanParserSTContains) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(97) + p.Match(PlanParserT__0) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(98) + p.Match(PlanParserIdentifier) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(99) + p.Match(PlanParserT__3) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(100) + p.Match(PlanParserStringLiteral) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(101) + p.Match(PlanParserT__1) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + + case 23: + localctx = NewSTIntersectsContext(p, localctx) + p.SetParserRuleContext(localctx) + _prevctx = localctx + { + p.SetState(102) + p.Match(PlanParserSTIntersects) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(103) + p.Match(PlanParserT__0) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(104) + p.Match(PlanParserIdentifier) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(105) + p.Match(PlanParserT__3) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(106) + p.Match(PlanParserStringLiteral) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(107) + p.Match(PlanParserT__1) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + + case 24: + localctx = NewSTWithinContext(p, localctx) + p.SetParserRuleContext(localctx) + _prevctx = localctx + { + p.SetState(108) + p.Match(PlanParserSTWithin) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(109) + p.Match(PlanParserT__0) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(110) + p.Match(PlanParserIdentifier) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(111) + p.Match(PlanParserT__3) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(112) + p.Match(PlanParserStringLiteral) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(113) + p.Match(PlanParserT__1) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + + case 25: + localctx = NewArrayLengthContext(p, localctx) + p.SetParserRuleContext(localctx) + _prevctx = localctx + { + p.SetState(114) + p.Match(PlanParserArrayLength) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(115) + p.Match(PlanParserT__0) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(116) + _la = p.GetTokenStream().LA(1) + + if !(_la == PlanParserIdentifier || _la == PlanParserJSONIdentifier) { + p.GetErrorHandler().RecoverInline(p) + } else { + p.GetErrorHandler().ReportMatch(p) + p.Consume() + } + } + { + p.SetState(117) + p.Match(PlanParserT__1) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + + case 26: + localctx = NewCallContext(p, localctx) + p.SetParserRuleContext(localctx) + _prevctx = localctx + { + p.SetState(118) + p.Match(PlanParserIdentifier) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + { + p.SetState(119) + p.Match(PlanParserT__0) + if p.HasError() { + // Recognition error - abort rule + goto errorExit + } + } + p.SetState(131) + p.GetErrorHandler().Sync(p) + if p.HasError() { + goto errorExit + } + _la = p.GetTokenStream().LA(1) + + if (int64(_la) & ^0x3f) == 0 && ((int64(1)<<_la)&288230333203054666) != 0 { + { + p.SetState(120) + p.expr(0) + } + p.SetState(125) + p.GetErrorHandler().Sync(p) + if p.HasError() { + goto errorExit + } + _alt = p.GetInterpreter().AdaptivePredict(p.BaseParser, p.GetTokenStream(), 3, p.GetParserRuleContext()) if p.HasError() { goto errorExit } for _alt != 2 && _alt != antlr.ATNInvalidAltNumber { if _alt == 1 { { - p.SetState(79) + p.SetState(121) p.Match(PlanParserT__3) if p.HasError() { // Recognition error - abort rule @@ -3150,12 +3830,12 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } } { - p.SetState(80) + p.SetState(122) p.expr(0) } } - p.SetState(85) + p.SetState(127) p.GetErrorHandler().Sync(p) if p.HasError() { goto errorExit @@ -3165,7 +3845,7 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { goto errorExit } } - p.SetState(87) + p.SetState(129) p.GetErrorHandler().Sync(p) if p.HasError() { goto errorExit @@ -3174,7 +3854,7 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { if _la == PlanParserT__3 { { - p.SetState(86) + p.SetState(128) p.Match(PlanParserT__3) if p.HasError() { // Recognition error - abort rule @@ -3186,7 +3866,7 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } { - p.SetState(91) + p.SetState(133) p.Match(PlanParserT__1) if p.HasError() { // Recognition error - abort rule @@ -3194,12 +3874,12 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } } - case 20: + case 27: localctx = NewIsNullContext(p, localctx) p.SetParserRuleContext(localctx) _prevctx = localctx { - p.SetState(92) + p.SetState(134) _la = p.GetTokenStream().LA(1) if !(_la == PlanParserIdentifier || _la == PlanParserJSONIdentifier) { @@ -3210,7 +3890,7 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } } { - p.SetState(93) + p.SetState(135) p.Match(PlanParserISNULL) if p.HasError() { // Recognition error - abort rule @@ -3218,12 +3898,12 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } } - case 21: + case 28: localctx = NewIsNotNullContext(p, localctx) p.SetParserRuleContext(localctx) _prevctx = localctx { - p.SetState(94) + p.SetState(136) _la = p.GetTokenStream().LA(1) if !(_la == PlanParserIdentifier || _la == PlanParserJSONIdentifier) { @@ -3234,7 +3914,7 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } } { - p.SetState(95) + p.SetState(137) p.Match(PlanParserISNOTNULL) if p.HasError() { // Recognition error - abort rule @@ -3246,7 +3926,7 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { goto errorExit } p.GetParserRuleContext().SetStop(p.GetTokenStream().LT(-1)) - p.SetState(152) + p.SetState(194) p.GetErrorHandler().Sync(p) if p.HasError() { goto errorExit @@ -3261,7 +3941,7 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { p.TriggerExitRuleEvent() } _prevctx = localctx - p.SetState(150) + p.SetState(192) p.GetErrorHandler().Sync(p) if p.HasError() { goto errorExit @@ -3271,14 +3951,14 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { case 1: localctx = NewPowerContext(p, NewExprContext(p, _parentctx, _parentState)) p.PushNewRecursionContext(localctx, _startState, PlanParserRULE_expr) - p.SetState(98) + p.SetState(140) - if !(p.Precpred(p.GetParserRuleContext(), 22)) { - p.SetError(antlr.NewFailedPredicateException(p, "p.Precpred(p.GetParserRuleContext(), 22)", "")) + if !(p.Precpred(p.GetParserRuleContext(), 29)) { + p.SetError(antlr.NewFailedPredicateException(p, "p.Precpred(p.GetParserRuleContext(), 29)", "")) goto errorExit } { - p.SetState(99) + p.SetState(141) p.Match(PlanParserPOW) if p.HasError() { // Recognition error - abort rule @@ -3286,21 +3966,21 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } } { - p.SetState(100) - p.expr(23) + p.SetState(142) + p.expr(30) } case 2: localctx = NewMulDivModContext(p, NewExprContext(p, _parentctx, _parentState)) p.PushNewRecursionContext(localctx, _startState, PlanParserRULE_expr) - p.SetState(101) + p.SetState(143) - if !(p.Precpred(p.GetParserRuleContext(), 20)) { - p.SetError(antlr.NewFailedPredicateException(p, "p.Precpred(p.GetParserRuleContext(), 20)", "")) + if !(p.Precpred(p.GetParserRuleContext(), 27)) { + p.SetError(antlr.NewFailedPredicateException(p, "p.Precpred(p.GetParserRuleContext(), 27)", "")) goto errorExit } { - p.SetState(102) + p.SetState(144) var _lt = p.GetTokenStream().LT(1) @@ -3318,21 +3998,21 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } } { - p.SetState(103) - p.expr(21) + p.SetState(145) + p.expr(28) } case 3: localctx = NewAddSubContext(p, NewExprContext(p, _parentctx, _parentState)) p.PushNewRecursionContext(localctx, _startState, PlanParserRULE_expr) - p.SetState(104) + p.SetState(146) - if !(p.Precpred(p.GetParserRuleContext(), 19)) { - p.SetError(antlr.NewFailedPredicateException(p, "p.Precpred(p.GetParserRuleContext(), 19)", "")) + if !(p.Precpred(p.GetParserRuleContext(), 26)) { + p.SetError(antlr.NewFailedPredicateException(p, "p.Precpred(p.GetParserRuleContext(), 26)", "")) goto errorExit } { - p.SetState(105) + p.SetState(147) var _lt = p.GetTokenStream().LT(1) @@ -3350,21 +4030,21 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } } { - p.SetState(106) - p.expr(20) + p.SetState(148) + p.expr(27) } case 4: localctx = NewShiftContext(p, NewExprContext(p, _parentctx, _parentState)) p.PushNewRecursionContext(localctx, _startState, PlanParserRULE_expr) - p.SetState(107) + p.SetState(149) - if !(p.Precpred(p.GetParserRuleContext(), 18)) { - p.SetError(antlr.NewFailedPredicateException(p, "p.Precpred(p.GetParserRuleContext(), 18)", "")) + if !(p.Precpred(p.GetParserRuleContext(), 25)) { + p.SetError(antlr.NewFailedPredicateException(p, "p.Precpred(p.GetParserRuleContext(), 25)", "")) goto errorExit } { - p.SetState(108) + p.SetState(150) var _lt = p.GetTokenStream().LT(1) @@ -3382,20 +4062,20 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } } { - p.SetState(109) - p.expr(19) + p.SetState(151) + p.expr(26) } case 5: localctx = NewTermContext(p, NewExprContext(p, _parentctx, _parentState)) p.PushNewRecursionContext(localctx, _startState, PlanParserRULE_expr) - p.SetState(110) + p.SetState(152) - if !(p.Precpred(p.GetParserRuleContext(), 17)) { - p.SetError(antlr.NewFailedPredicateException(p, "p.Precpred(p.GetParserRuleContext(), 17)", "")) + if !(p.Precpred(p.GetParserRuleContext(), 24)) { + p.SetError(antlr.NewFailedPredicateException(p, "p.Precpred(p.GetParserRuleContext(), 24)", "")) goto errorExit } - p.SetState(112) + p.SetState(154) p.GetErrorHandler().Sync(p) if p.HasError() { goto errorExit @@ -3404,7 +4084,7 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { if _la == PlanParserNOT { { - p.SetState(111) + p.SetState(153) var _m = p.Match(PlanParserNOT) @@ -3417,7 +4097,7 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } { - p.SetState(114) + p.SetState(156) p.Match(PlanParserIN) if p.HasError() { // Recognition error - abort rule @@ -3425,21 +4105,21 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } } { - p.SetState(115) - p.expr(18) + p.SetState(157) + p.expr(25) } case 6: localctx = NewRangeContext(p, NewExprContext(p, _parentctx, _parentState)) p.PushNewRecursionContext(localctx, _startState, PlanParserRULE_expr) - p.SetState(116) + p.SetState(158) if !(p.Precpred(p.GetParserRuleContext(), 11)) { p.SetError(antlr.NewFailedPredicateException(p, "p.Precpred(p.GetParserRuleContext(), 11)", "")) goto errorExit } { - p.SetState(117) + p.SetState(159) var _lt = p.GetTokenStream().LT(1) @@ -3457,7 +4137,7 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } } { - p.SetState(118) + p.SetState(160) _la = p.GetTokenStream().LA(1) if !(_la == PlanParserIdentifier || _la == PlanParserJSONIdentifier) { @@ -3468,7 +4148,7 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } } { - p.SetState(119) + p.SetState(161) var _lt = p.GetTokenStream().LT(1) @@ -3486,21 +4166,21 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } } { - p.SetState(120) + p.SetState(162) p.expr(12) } case 7: localctx = NewReverseRangeContext(p, NewExprContext(p, _parentctx, _parentState)) p.PushNewRecursionContext(localctx, _startState, PlanParserRULE_expr) - p.SetState(121) + p.SetState(163) if !(p.Precpred(p.GetParserRuleContext(), 10)) { p.SetError(antlr.NewFailedPredicateException(p, "p.Precpred(p.GetParserRuleContext(), 10)", "")) goto errorExit } { - p.SetState(122) + p.SetState(164) var _lt = p.GetTokenStream().LT(1) @@ -3518,7 +4198,7 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } } { - p.SetState(123) + p.SetState(165) _la = p.GetTokenStream().LA(1) if !(_la == PlanParserIdentifier || _la == PlanParserJSONIdentifier) { @@ -3529,7 +4209,7 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } } { - p.SetState(124) + p.SetState(166) var _lt = p.GetTokenStream().LT(1) @@ -3547,21 +4227,21 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } } { - p.SetState(125) + p.SetState(167) p.expr(11) } case 8: localctx = NewRelationalContext(p, NewExprContext(p, _parentctx, _parentState)) p.PushNewRecursionContext(localctx, _startState, PlanParserRULE_expr) - p.SetState(126) + p.SetState(168) if !(p.Precpred(p.GetParserRuleContext(), 9)) { p.SetError(antlr.NewFailedPredicateException(p, "p.Precpred(p.GetParserRuleContext(), 9)", "")) goto errorExit } { - p.SetState(127) + p.SetState(169) var _lt = p.GetTokenStream().LT(1) @@ -3579,21 +4259,21 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } } { - p.SetState(128) + p.SetState(170) p.expr(10) } case 9: localctx = NewEqualityContext(p, NewExprContext(p, _parentctx, _parentState)) p.PushNewRecursionContext(localctx, _startState, PlanParserRULE_expr) - p.SetState(129) + p.SetState(171) if !(p.Precpred(p.GetParserRuleContext(), 8)) { p.SetError(antlr.NewFailedPredicateException(p, "p.Precpred(p.GetParserRuleContext(), 8)", "")) goto errorExit } { - p.SetState(130) + p.SetState(172) var _lt = p.GetTokenStream().LT(1) @@ -3611,21 +4291,21 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } } { - p.SetState(131) + p.SetState(173) p.expr(9) } case 10: localctx = NewBitAndContext(p, NewExprContext(p, _parentctx, _parentState)) p.PushNewRecursionContext(localctx, _startState, PlanParserRULE_expr) - p.SetState(132) + p.SetState(174) if !(p.Precpred(p.GetParserRuleContext(), 7)) { p.SetError(antlr.NewFailedPredicateException(p, "p.Precpred(p.GetParserRuleContext(), 7)", "")) goto errorExit } { - p.SetState(133) + p.SetState(175) p.Match(PlanParserBAND) if p.HasError() { // Recognition error - abort rule @@ -3633,21 +4313,21 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } } { - p.SetState(134) + p.SetState(176) p.expr(8) } case 11: localctx = NewBitXorContext(p, NewExprContext(p, _parentctx, _parentState)) p.PushNewRecursionContext(localctx, _startState, PlanParserRULE_expr) - p.SetState(135) + p.SetState(177) if !(p.Precpred(p.GetParserRuleContext(), 6)) { p.SetError(antlr.NewFailedPredicateException(p, "p.Precpred(p.GetParserRuleContext(), 6)", "")) goto errorExit } { - p.SetState(136) + p.SetState(178) p.Match(PlanParserBXOR) if p.HasError() { // Recognition error - abort rule @@ -3655,21 +4335,21 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } } { - p.SetState(137) + p.SetState(179) p.expr(7) } case 12: localctx = NewBitOrContext(p, NewExprContext(p, _parentctx, _parentState)) p.PushNewRecursionContext(localctx, _startState, PlanParserRULE_expr) - p.SetState(138) + p.SetState(180) if !(p.Precpred(p.GetParserRuleContext(), 5)) { p.SetError(antlr.NewFailedPredicateException(p, "p.Precpred(p.GetParserRuleContext(), 5)", "")) goto errorExit } { - p.SetState(139) + p.SetState(181) p.Match(PlanParserBOR) if p.HasError() { // Recognition error - abort rule @@ -3677,21 +4357,21 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } } { - p.SetState(140) + p.SetState(182) p.expr(6) } case 13: localctx = NewLogicalAndContext(p, NewExprContext(p, _parentctx, _parentState)) p.PushNewRecursionContext(localctx, _startState, PlanParserRULE_expr) - p.SetState(141) + p.SetState(183) if !(p.Precpred(p.GetParserRuleContext(), 4)) { p.SetError(antlr.NewFailedPredicateException(p, "p.Precpred(p.GetParserRuleContext(), 4)", "")) goto errorExit } { - p.SetState(142) + p.SetState(184) p.Match(PlanParserAND) if p.HasError() { // Recognition error - abort rule @@ -3699,21 +4379,21 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } } { - p.SetState(143) + p.SetState(185) p.expr(5) } case 14: localctx = NewLogicalOrContext(p, NewExprContext(p, _parentctx, _parentState)) p.PushNewRecursionContext(localctx, _startState, PlanParserRULE_expr) - p.SetState(144) + p.SetState(186) if !(p.Precpred(p.GetParserRuleContext(), 3)) { p.SetError(antlr.NewFailedPredicateException(p, "p.Precpred(p.GetParserRuleContext(), 3)", "")) goto errorExit } { - p.SetState(145) + p.SetState(187) p.Match(PlanParserOR) if p.HasError() { // Recognition error - abort rule @@ -3721,21 +4401,21 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } } { - p.SetState(146) + p.SetState(188) p.expr(4) } case 15: localctx = NewLikeContext(p, NewExprContext(p, _parentctx, _parentState)) p.PushNewRecursionContext(localctx, _startState, PlanParserRULE_expr) - p.SetState(147) + p.SetState(189) - if !(p.Precpred(p.GetParserRuleContext(), 25)) { - p.SetError(antlr.NewFailedPredicateException(p, "p.Precpred(p.GetParserRuleContext(), 25)", "")) + if !(p.Precpred(p.GetParserRuleContext(), 32)) { + p.SetError(antlr.NewFailedPredicateException(p, "p.Precpred(p.GetParserRuleContext(), 32)", "")) goto errorExit } { - p.SetState(148) + p.SetState(190) p.Match(PlanParserLIKE) if p.HasError() { // Recognition error - abort rule @@ -3743,7 +4423,7 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } } { - p.SetState(149) + p.SetState(191) p.Match(PlanParserStringLiteral) if p.HasError() { // Recognition error - abort rule @@ -3756,7 +4436,7 @@ func (p *PlanParser) expr(_p int) (localctx IExprContext) { } } - p.SetState(154) + p.SetState(196) p.GetErrorHandler().Sync(p) if p.HasError() { goto errorExit @@ -3797,19 +4477,19 @@ func (p *PlanParser) Sempred(localctx antlr.RuleContext, ruleIndex, predIndex in func (p *PlanParser) Expr_Sempred(localctx antlr.RuleContext, predIndex int) bool { switch predIndex { case 0: - return p.Precpred(p.GetParserRuleContext(), 22) + return p.Precpred(p.GetParserRuleContext(), 29) case 1: - return p.Precpred(p.GetParserRuleContext(), 20) + return p.Precpred(p.GetParserRuleContext(), 27) case 2: - return p.Precpred(p.GetParserRuleContext(), 19) + return p.Precpred(p.GetParserRuleContext(), 26) case 3: - return p.Precpred(p.GetParserRuleContext(), 18) + return p.Precpred(p.GetParserRuleContext(), 25) case 4: - return p.Precpred(p.GetParserRuleContext(), 17) + return p.Precpred(p.GetParserRuleContext(), 24) case 5: return p.Precpred(p.GetParserRuleContext(), 11) @@ -3839,7 +4519,7 @@ func (p *PlanParser) Expr_Sempred(localctx antlr.RuleContext, predIndex int) boo return p.Precpred(p.GetParserRuleContext(), 3) case 14: - return p.Precpred(p.GetParserRuleContext(), 25) + return p.Precpred(p.GetParserRuleContext(), 32) default: panic("No predicate with index: " + fmt.Sprint(predIndex)) diff --git a/internal/parser/planparserv2/generated/plan_visitor.go b/internal/parser/planparserv2/generated/plan_visitor.go index 264996e51c0..004535c1411 100644 --- a/internal/parser/planparserv2/generated/plan_visitor.go +++ b/internal/parser/planparserv2/generated/plan_visitor.go @@ -34,6 +34,9 @@ type PlanVisitor interface { // Visit a parse tree produced by PlanParser#Identifier. VisitIdentifier(ctx *IdentifierContext) interface{} + // Visit a parse tree produced by PlanParser#STIntersects. + VisitSTIntersects(ctx *STIntersectsContext) interface{} + // Visit a parse tree produced by PlanParser#Like. VisitLike(ctx *LikeContext) interface{} @@ -55,6 +58,9 @@ type PlanVisitor interface { // Visit a parse tree produced by PlanParser#Call. VisitCall(ctx *CallContext) interface{} + // Visit a parse tree produced by PlanParser#STCrosses. + VisitSTCrosses(ctx *STCrossesContext) interface{} + // Visit a parse tree produced by PlanParser#ReverseRange. VisitReverseRange(ctx *ReverseRangeContext) interface{} @@ -79,12 +85,21 @@ type PlanVisitor interface { // Visit a parse tree produced by PlanParser#TextMatch. VisitTextMatch(ctx *TextMatchContext) interface{} + // Visit a parse tree produced by PlanParser#STTouches. + VisitSTTouches(ctx *STTouchesContext) interface{} + + // Visit a parse tree produced by PlanParser#STContains. + VisitSTContains(ctx *STContainsContext) interface{} + // Visit a parse tree produced by PlanParser#Term. VisitTerm(ctx *TermContext) interface{} // Visit a parse tree produced by PlanParser#JSONContains. VisitJSONContains(ctx *JSONContainsContext) interface{} + // Visit a parse tree produced by PlanParser#STWithin. + VisitSTWithin(ctx *STWithinContext) interface{} + // Visit a parse tree produced by PlanParser#Range. VisitRange(ctx *RangeContext) interface{} @@ -109,9 +124,15 @@ type PlanVisitor interface { // Visit a parse tree produced by PlanParser#BitAnd. VisitBitAnd(ctx *BitAndContext) interface{} + // Visit a parse tree produced by PlanParser#STEuqals. + VisitSTEuqals(ctx *STEuqalsContext) interface{} + // Visit a parse tree produced by PlanParser#IsNull. VisitIsNull(ctx *IsNullContext) interface{} // Visit a parse tree produced by PlanParser#Power. VisitPower(ctx *PowerContext) interface{} + + // Visit a parse tree produced by PlanParser#STOverlaps. + VisitSTOverlaps(ctx *STOverlapsContext) interface{} } diff --git a/internal/parser/planparserv2/parser_visitor.go b/internal/parser/planparserv2/parser_visitor.go index f0dcb1d54c7..f1ba868b1ec 100644 --- a/internal/parser/planparserv2/parser_visitor.go +++ b/internal/parser/planparserv2/parser_visitor.go @@ -1535,3 +1535,218 @@ func (v *ParserVisitor) VisitTemplateVariable(ctx *parser.TemplateVariableContex }, } } + +func (v *ParserVisitor) VisitSTEuqals(ctx *parser.STEuqalsContext) interface{} { + childExpr, err := v.translateIdentifier(ctx.Identifier().GetText()) + if err != nil { + return err + } + columnInfo := toColumnInfo(childExpr) + if columnInfo == nil || + (!typeutil.IsGeometryType(columnInfo.GetDataType())) { + return fmt.Errorf( + "STEuqals operation are only supported on geometry fields now, got: %s", ctx.GetText()) + } + element := ctx.StringLiteral().GetText() + if err := getError(element); err != nil { + return err + } + expr := &planpb.Expr{ + Expr: &planpb.Expr_GisfunctionFilterExpr{ + GisfunctionFilterExpr: &planpb.GISFunctionFilterExpr{ + ColumnInfo: columnInfo, + WktString: element[1 : len(element)-1], + Op: planpb.GISFunctionFilterExpr_Equals, + }, + }, + } + return &ExprWithType{ + expr: expr, + dataType: schemapb.DataType_Bool, + } +} + +func (v *ParserVisitor) VisitSTTouches(ctx *parser.STTouchesContext) interface{} { + childExpr, err := v.translateIdentifier(ctx.Identifier().GetText()) + if err != nil { + return err + } + columnInfo := toColumnInfo(childExpr) + if columnInfo == nil || + (!typeutil.IsGeometryType(columnInfo.GetDataType())) { + return fmt.Errorf( + "STTouches operation are only supported on geometry fields now, got: %s", ctx.GetText()) + } + element := ctx.StringLiteral().GetText() + if err := getError(element); err != nil { + return err + } + expr := &planpb.Expr{ + Expr: &planpb.Expr_GisfunctionFilterExpr{ + GisfunctionFilterExpr: &planpb.GISFunctionFilterExpr{ + ColumnInfo: columnInfo, + WktString: element[1 : len(element)-1], + Op: planpb.GISFunctionFilterExpr_Touches, + }, + }, + } + return &ExprWithType{ + expr: expr, + dataType: schemapb.DataType_Bool, + } +} + +func (v *ParserVisitor) VisitSTOverlaps(ctx *parser.STOverlapsContext) interface{} { + childExpr, err := v.translateIdentifier(ctx.Identifier().GetText()) + if err != nil { + return err + } + columnInfo := toColumnInfo(childExpr) + if columnInfo == nil || + (!typeutil.IsGeometryType(columnInfo.GetDataType())) { + return fmt.Errorf( + "STOverlaps operation are only supported on geometry fields now, got: %s", ctx.GetText()) + } + element := ctx.StringLiteral().GetText() + // log.Warn(element) + if err := getError(element); err != nil { + return err + } + expr := &planpb.Expr{ + Expr: &planpb.Expr_GisfunctionFilterExpr{ + GisfunctionFilterExpr: &planpb.GISFunctionFilterExpr{ + ColumnInfo: columnInfo, + WktString: element[1 : len(element)-1], + Op: planpb.GISFunctionFilterExpr_Overlaps, + }, + }, + } + return &ExprWithType{ + expr: expr, + dataType: schemapb.DataType_Bool, + } +} + +func (v *ParserVisitor) VisitSTCrosses(ctx *parser.STCrossesContext) interface{} { + childExpr, err := v.translateIdentifier(ctx.Identifier().GetText()) + if err != nil { + return err + } + columnInfo := toColumnInfo(childExpr) + if columnInfo == nil || + (!typeutil.IsGeometryType(columnInfo.GetDataType())) { + return fmt.Errorf( + "STCrosses operation are only supported on geometry fields now, got: %s", ctx.GetText()) + } + element := ctx.StringLiteral().GetText() + // log.Warn(element) + if err := getError(element); err != nil { + return err + } + expr := &planpb.Expr{ + Expr: &planpb.Expr_GisfunctionFilterExpr{ + GisfunctionFilterExpr: &planpb.GISFunctionFilterExpr{ + ColumnInfo: columnInfo, + WktString: element[1 : len(element)-1], + Op: planpb.GISFunctionFilterExpr_Crosses, + }, + }, + } + return &ExprWithType{ + expr: expr, + dataType: schemapb.DataType_Bool, + } +} + +func (v *ParserVisitor) VisitSTContains(ctx *parser.STContainsContext) interface{} { + childExpr, err := v.translateIdentifier(ctx.Identifier().GetText()) + if err != nil { + return err + } + columnInfo := toColumnInfo(childExpr) + if columnInfo == nil || + (!typeutil.IsGeometryType(columnInfo.GetDataType())) { + return fmt.Errorf( + "STContains operation are only supported on geometry fields now, got: %s", ctx.GetText()) + } + element := ctx.StringLiteral().GetText() // the wkt input + // log.Warn(element) + if err := getError(element); err != nil { + return err + } + expr := &planpb.Expr{ + Expr: &planpb.Expr_GisfunctionFilterExpr{ + GisfunctionFilterExpr: &planpb.GISFunctionFilterExpr{ + ColumnInfo: columnInfo, + WktString: element[1 : len(element)-1], + Op: planpb.GISFunctionFilterExpr_Contains, + }, + }, + } + return &ExprWithType{ + expr: expr, + dataType: schemapb.DataType_Bool, + } +} + +func (v *ParserVisitor) VisitSTIntersects(ctx *parser.STIntersectsContext) interface{} { + childExpr, err := v.translateIdentifier(ctx.Identifier().GetText()) + if err != nil { + return err + } + columnInfo := toColumnInfo(childExpr) + if columnInfo == nil || + (!typeutil.IsGeometryType(columnInfo.GetDataType())) { + return fmt.Errorf( + "STIntersects operation are only supported on geometry fields now, got: %s", ctx.GetText()) + } + element := ctx.StringLiteral().GetText() // the wkt input + // log.Warn(element) + if err := getError(element); err != nil { + return err + } + expr := &planpb.Expr{ + Expr: &planpb.Expr_GisfunctionFilterExpr{ + GisfunctionFilterExpr: &planpb.GISFunctionFilterExpr{ + ColumnInfo: columnInfo, + WktString: element[1 : len(element)-1], + Op: planpb.GISFunctionFilterExpr_Intersects, + }, + }, + } + return &ExprWithType{ + expr: expr, + dataType: schemapb.DataType_Bool, + } +} + +func (v *ParserVisitor) VisitSTWithin(ctx *parser.STWithinContext) interface{} { + childExpr, err := v.translateIdentifier(ctx.Identifier().GetText()) + if err != nil { + return err + } + columnInfo := toColumnInfo(childExpr) + if columnInfo == nil || + (!typeutil.IsGeometryType(columnInfo.GetDataType())) { + return fmt.Errorf( + "STWithin operation are only supported on geometry fields now, got: %s", ctx.GetText()) + } + element := ctx.StringLiteral().GetText() // the wkt input + // log.Warn(element) + if err := getError(element); err != nil { + return err + } + expr := &planpb.Expr{ + Expr: &planpb.Expr_GisfunctionFilterExpr{ + GisfunctionFilterExpr: &planpb.GISFunctionFilterExpr{ + ColumnInfo: columnInfo, + WktString: element[1 : len(element)-1], + Op: planpb.GISFunctionFilterExpr_Within, + }, + }, + } + return &ExprWithType{ + expr: expr, + dataType: schemapb.DataType_Bool, + } +} diff --git a/internal/parser/planparserv2/utils.go b/internal/parser/planparserv2/utils.go index 8a2630384c7..eb790006360 100644 --- a/internal/parser/planparserv2/utils.go +++ b/internal/parser/planparserv2/utils.go @@ -156,6 +156,11 @@ func getTargetType(lDataType, rDataType schemapb.DataType) (schemapb.DataType, e return schemapb.DataType_Int64, nil } } + if typeutil.IsGeometryType(lDataType) { + if typeutil.IsGeometryType(rDataType) || typeutil.IsJSONType(rDataType) { + return schemapb.DataType_Geometry, nil + } + } if typeutil.IsFloatingType(lDataType) { if typeutil.IsJSONType(rDataType) || typeutil.IsArithmetic(rDataType) { return schemapb.DataType_Double, nil diff --git a/internal/proxy/task_index.go b/internal/proxy/task_index.go index 69508081572..63e94e3fd2a 100644 --- a/internal/proxy/task_index.go +++ b/internal/proxy/task_index.go @@ -242,6 +242,8 @@ func (cit *createIndexTask) parseIndexParams(ctx context.Context) error { return getPrimitiveIndexType(cit.fieldSchema.ElementType), nil } else if typeutil.IsJSONType(dataType) { return Params.AutoIndexConfig.ScalarJSONIndexType.GetValue(), nil + } else if typeutil.IsGeometryType(dataType) { + return Params.AutoIndexConfig.ScalarGeometryIndexType.GetValue(), nil } return "", fmt.Errorf("create auto index on type:%s is not supported", dataType.String()) }() @@ -486,6 +488,7 @@ func checkTrain(ctx context.Context, field *schemapb.FieldSchema, indexParams ma indexParams[common.BitmapCardinalityLimitKey] = paramtable.Get().AutoIndexConfig.BitmapCardinalityLimit.GetValue() } } + checker, err := indexparamcheck.GetIndexCheckerMgrInstance().GetChecker(indexType) if err != nil { log.Ctx(ctx).Warn("Failed to get index checker", zap.String(common.IndexTypeKey, indexType)) diff --git a/internal/proxy/task_insert_test.go b/internal/proxy/task_insert_test.go index 85881e55840..fdf93789c26 100644 --- a/internal/proxy/task_insert_test.go +++ b/internal/proxy/task_insert_test.go @@ -47,6 +47,7 @@ func TestInsertTask_CheckAligned(t *testing.T) { float16VectorFieldSchema := &schemapb.FieldSchema{DataType: schemapb.DataType_Float16Vector} bfloat16VectorFieldSchema := &schemapb.FieldSchema{DataType: schemapb.DataType_BFloat16Vector} varCharFieldSchema := &schemapb.FieldSchema{DataType: schemapb.DataType_VarChar} + geometryFieldSchema := &schemapb.FieldSchema{DataType: schemapb.DataType_Geometry} numRows := 20 dim := 128 @@ -78,6 +79,7 @@ func TestInsertTask_CheckAligned(t *testing.T) { float16VectorFieldSchema, bfloat16VectorFieldSchema, varCharFieldSchema, + geometryFieldSchema, }, }, } @@ -97,6 +99,7 @@ func TestInsertTask_CheckAligned(t *testing.T) { newFloat16VectorFieldData("Float16Vector", numRows, dim), newBFloat16VectorFieldData("BFloat16Vector", numRows, dim), newScalarFieldData(varCharFieldSchema, "VarChar", numRows), + newScalarFieldData(geometryFieldSchema, "Geometry", numRows), } err = case2.insertMsg.CheckAligned() assert.NoError(t, err) diff --git a/internal/proxy/task_query.go b/internal/proxy/task_query.go index de320eb3203..6334c8acd57 100644 --- a/internal/proxy/task_query.go +++ b/internal/proxy/task_query.go @@ -568,6 +568,10 @@ func (t *queryTask) PostExecute(ctx context.Context) error { log.Warn("fail to reduce query result", zap.Error(err)) return err } + if err := validateGeometryFieldSearchResult(&t.result.FieldsData); err != nil { + log.Warn("fail to validate geometry field search result", zap.Error(err)) + return err + } t.result.OutputFields = t.userOutputFields primaryFieldSchema, err := t.schema.GetPkField() if err != nil { diff --git a/internal/proxy/task_search.go b/internal/proxy/task_search.go index 5bf1bbe4f28..d2ea1696e4b 100644 --- a/internal/proxy/task_search.go +++ b/internal/proxy/task_search.go @@ -790,6 +790,10 @@ func (t *searchTask) PostExecute(ctx context.Context) error { } } + if err := validateGeometryFieldSearchResult(&t.result.Results.FieldsData); err != nil { + log.Warn("fail to validate geometry field search result", zap.Error(err)) + return err + } // reduce done, get final result limit := t.SearchRequest.GetTopk() - t.SearchRequest.GetOffset() resultSizeInsufficient := false diff --git a/internal/proxy/task_test.go b/internal/proxy/task_test.go index 8bd109075b3..9f6fe90bf6e 100644 --- a/internal/proxy/task_test.go +++ b/internal/proxy/task_test.go @@ -70,6 +70,7 @@ const ( testBinaryVecField = "bvec" testFloat16VecField = "f16vec" testBFloat16VecField = "bf16vec" + testGeometryField = "geometry" testVecDim = 128 testMaxVarCharLength = 100 ) @@ -85,6 +86,7 @@ func genCollectionSchema(collectionName string) *schemapb.CollectionSchema { testBinaryVecField, testFloat16VecField, testBFloat16VecField, + testGeometryField, testVecDim, collectionName) } @@ -233,6 +235,7 @@ func constructCollectionSchemaByDataType(collectionName string, fieldName2DataTy func constructCollectionSchemaWithAllType( boolField, int32Field, int64Field, floatField, doubleField string, floatVecField, binaryVecField, float16VecField, bfloat16VecField string, + geometryField string, dim int, collectionName string, ) *schemapb.CollectionSchema { @@ -346,6 +349,16 @@ func constructCollectionSchemaWithAllType( IndexParams: nil, AutoID: false, } + g := &schemapb.FieldSchema{ + FieldID: 0, + Name: geometryField, + IsPrimaryKey: false, + Description: "", + DataType: schemapb.DataType_Geometry, + TypeParams: nil, + IndexParams: nil, + AutoID: false, + } if enableMultipleVectorFields { return &schemapb.CollectionSchema{ @@ -362,6 +375,7 @@ func constructCollectionSchemaWithAllType( bVec, f16Vec, bf16Vec, + g, }, } } @@ -378,6 +392,7 @@ func constructCollectionSchemaWithAllType( d, fVec, // bVec, + g, }, } } diff --git a/internal/proxy/validate_util.go b/internal/proxy/validate_util.go index 05202e7b3e6..69e83a7017a 100644 --- a/internal/proxy/validate_util.go +++ b/internal/proxy/validate_util.go @@ -5,6 +5,8 @@ import ( "math" "reflect" + "github.com/twpayne/go-geom/encoding/wkb" + "github.com/twpayne/go-geom/encoding/wkt" "go.uber.org/zap" "github.com/milvus-io/milvus-proto/go-api/v2/schemapb" @@ -51,6 +53,52 @@ func withMaxCapCheck() validateOption { } } +func validateGeometryFieldSearchResult(array *[]*schemapb.FieldData) error { + if array == nil { + log.Warn("geometry field search result is nil") + return nil + } + + for idx, fieldData := range *array { + if fieldData.Type == schemapb.DataType_Geometry { + wkbArray := fieldData.GetScalars().GetGeometryData().GetData() + wktArray := make([]string, len(wkbArray)) + for i, data := range wkbArray { + geomT, err := wkb.Unmarshal(data) + if err != nil { + log.Warn("translate the wkb format search result into geometry failed") + return err + } + // now remove MaxDecimalDigits limit + wktStr, err := wkt.Marshal(geomT) + if err != nil { + log.Warn("translate the geomery into its wkt failed") + return err + } + wktArray[i] = wktStr + } + // modify the field data + (*array)[idx] = &schemapb.FieldData{ + Type: fieldData.GetType(), + FieldName: fieldData.GetFieldName(), + Field: &schemapb.FieldData_Scalars{ + Scalars: &schemapb.ScalarField{ + Data: &schemapb.ScalarField_GeometryWktData{ + GeometryWktData: &schemapb.GeometryWktArray{ + Data: wktArray, + }, + }, + }, + }, + FieldId: fieldData.GetFieldId(), + IsDynamic: fieldData.GetIsDynamic(), + } + } + } + + return nil +} + func (v *validateUtil) apply(opts ...validateOption) { for _, opt := range opts { opt(v) @@ -92,6 +140,10 @@ func (v *validateUtil) Validate(data []*schemapb.FieldData, helper *typeutil.Sch if err := v.checkVarCharFieldData(field, fieldSchema); err != nil { return err } + case schemapb.DataType_Geometry: + if err := v.checkGeometryFieldData(field, fieldSchema); err != nil { + return err + } case schemapb.DataType_JSON: if err := v.checkJSONFieldData(field, fieldSchema); err != nil { return err @@ -368,6 +420,13 @@ func (v *validateUtil) fillWithNullValue(field *schemapb.FieldData, fieldSchema } } + case *schemapb.ScalarField_GeometryData: + if fieldSchema.GetNullable() { + sd.GeometryData.Data, err = fillWithNullValueImpl(sd.GeometryData.Data, field.GetValidData()) + if err != nil { + return err + } + } default: return merr.WrapErrParameterInvalidMsg(fmt.Sprintf("undefined data type:%s", field.Type.String())) } @@ -467,6 +526,17 @@ func (v *validateUtil) fillWithDefaultValue(field *schemapb.FieldData, fieldSche return err } + case *schemapb.ScalarField_GeometryData: + if len(field.GetValidData()) != numRows { + msg := fmt.Sprintf("the length of valid_data of field(%s) is wrong", field.GetFieldName()) + return merr.WrapErrParameterInvalid(numRows, len(field.GetValidData()), msg) + } + defaultValue := fieldSchema.GetDefaultValue().GetBytesData() + sd.GeometryData.Data, err = fillWithDefaultValueImpl(sd.GeometryData.Data, defaultValue, field.GetValidData()) + if err != nil { + return err + } + default: return merr.WrapErrParameterInvalidMsg(fmt.Sprintf("undefined data type:%s", field.Type.String())) } @@ -636,6 +706,44 @@ func (v *validateUtil) checkVarCharFieldData(field *schemapb.FieldData, fieldSch return nil } +func (v *validateUtil) checkGeometryFieldData(field *schemapb.FieldData, fieldSchema *schemapb.FieldSchema) error { + geometryArray := field.GetScalars().GetGeometryWktData().GetData() + wkbArray := make([][]byte, len(geometryArray)) + if geometryArray == nil && fieldSchema.GetDefaultValue() == nil && !fieldSchema.GetNullable() { + msg := fmt.Sprintf("geometry field '%v' is illegal, array type mismatch", field.GetFieldName()) + return merr.WrapErrParameterInvalid("need geometry array", "got nil", msg) + } + + for index, wktdata := range geometryArray { + // ignore parsed geom, the check is during insert task pre execute,so geo data became wkb + // fmt.Println(strings.Trim(string(wktdata), "\"")) + geomT, err := wkt.Unmarshal(wktdata) + if err != nil { + log.Warn("insert invalid Geometry data!! The wkt data has errors", zap.Error(err)) + return merr.WrapErrIoFailedReason(err.Error()) + } + wkbArray[index], err = wkb.Marshal(geomT, wkb.NDR) + if err != nil { + log.Warn("insert invalid Geometry data!! Transform to wkb failed, has errors", zap.Error(err)) + return merr.WrapErrIoFailedReason(err.Error()) + } + } + // replace the field data with wkb data array + *field = schemapb.FieldData{ + Type: field.GetType(), + FieldName: field.GetFieldName(), + Field: &schemapb.FieldData_Scalars{ + Scalars: &schemapb.ScalarField{ + Data: &schemapb.ScalarField_GeometryData{GeometryData: &schemapb.GeometryArray{Data: wkbArray}}, + }, + }, + FieldId: field.GetFieldId(), + IsDynamic: field.GetIsDynamic(), + ValidData: field.GetValidData(), + } + return nil +} + func (v *validateUtil) checkJSONFieldData(field *schemapb.FieldData, fieldSchema *schemapb.FieldSchema) error { jsonArray := field.GetScalars().GetJsonData().GetData() if jsonArray == nil && fieldSchema.GetDefaultValue() == nil && !fieldSchema.GetNullable() { @@ -896,7 +1004,7 @@ func newValidateUtil(opts ...validateOption) *validateUtil { } func ValidateAutoIndexMmapConfig(isVectorField bool, indexParams map[string]string) error { - return common.ValidateAutoIndexMmapConfig(Params.AutoIndexConfig.Enable.GetAsBool(), isVectorField, indexParams) + return common.ValidateAutoIndexMmapConfig(paramtable.Get().AutoIndexConfig.Enable.GetAsBool(), isVectorField, indexParams) } func wasBm25FunctionInputField(coll *schemapb.CollectionSchema, field *schemapb.FieldSchema) bool { diff --git a/internal/storage/data_codec.go b/internal/storage/data_codec.go index 417b7d35c52..a464fc15602 100644 --- a/internal/storage/data_codec.go +++ b/internal/storage/data_codec.go @@ -368,6 +368,16 @@ func AddFieldDataToPayload(eventWriter *insertEventWriter, dataType schemapb.Dat return err } } + case schemapb.DataType_Geometry: + for i, singleGeometry := range singleData.(*GeometryFieldData).Data { + isValid := true + if len(singleData.(*GeometryFieldData).ValidData) != 0 { + isValid = singleData.(*GeometryFieldData).ValidData[i] + } + if err = eventWriter.AddOneGeometryToPayload(singleGeometry, isValid); err != nil { + return err + } + } case schemapb.DataType_BinaryVector: if err = eventWriter.AddBinaryVectorToPayload(singleData.(*BinaryVectorFieldData).Data, singleData.(*BinaryVectorFieldData).Dim); err != nil { return err @@ -601,6 +611,17 @@ func AddInsertData(dataType schemapb.DataType, data interface{}, insertData *Ins jsonFieldData.ValidData = append(jsonFieldData.ValidData, validData...) insertData.Data[fieldID] = jsonFieldData return len(singleData), nil + case schemapb.DataType_Geometry: + singleData := data.([][]byte) + if fieldData == nil { + fieldData = &GeometryFieldData{Data: make([][]byte, 0, rowNum)} + } + geometryFieldData := fieldData.(*GeometryFieldData) + + geometryFieldData.Data = append(geometryFieldData.Data, singleData...) + geometryFieldData.ValidData = append(geometryFieldData.ValidData, validData...) + insertData.Data[fieldID] = geometryFieldData + return len(singleData), nil case schemapb.DataType_BinaryVector: singleData := data.([]byte) diff --git a/internal/storage/data_sorter.go b/internal/storage/data_sorter.go index 79bb1bdb67b..022c86a24dd 100644 --- a/internal/storage/data_sorter.go +++ b/internal/storage/data_sorter.go @@ -114,6 +114,9 @@ func (ds *DataSorter) Swap(i, j int) { case schemapb.DataType_JSON: data := singleData.(*JSONFieldData).Data data[i], data[j] = data[j], data[i] + case schemapb.DataType_Geometry: + data := singleData.(*GeometryFieldData).Data + data[i], data[j] = data[j], data[i] case schemapb.DataType_SparseFloatVector: fieldData := singleData.(*SparseFloatVectorFieldData) fieldData.Contents[i], fieldData.Contents[j] = fieldData.Contents[j], fieldData.Contents[i] diff --git a/internal/storage/insert_data.go b/internal/storage/insert_data.go index d4790e92b8e..5298680626d 100644 --- a/internal/storage/insert_data.go +++ b/internal/storage/insert_data.go @@ -309,6 +309,16 @@ func NewFieldData(dataType schemapb.DataType, fieldSchema *schemapb.FieldSchema, data.ValidData = make([]bool, 0, cap) } return data, nil + + case schemapb.DataType_Geometry: + data := &GeometryFieldData{ + Data: make([][]byte, 0, cap), + Nullable: fieldSchema.GetNullable(), + } + if fieldSchema.GetNullable() { + data.ValidData = make([]bool, 0, cap) + } + return data, nil case schemapb.DataType_Array: data := &ArrayFieldData{ Data: make([]*schemapb.ScalarField, 0, cap), @@ -386,6 +396,11 @@ type JSONFieldData struct { ValidData []bool Nullable bool } +type GeometryFieldData struct { + Data [][]byte + ValidData []bool + Nullable bool +} type BinaryVectorFieldData struct { Data []byte Dim int @@ -428,6 +443,7 @@ func (data *DoubleFieldData) RowNum() int { return len(data.Data) } func (data *StringFieldData) RowNum() int { return len(data.Data) } func (data *ArrayFieldData) RowNum() int { return len(data.Data) } func (data *JSONFieldData) RowNum() int { return len(data.Data) } +func (data *GeometryFieldData) RowNum() int { return len(data.Data) } func (data *BinaryVectorFieldData) RowNum() int { return len(data.Data) * 8 / data.Dim } func (data *FloatVectorFieldData) RowNum() int { return len(data.Data) / data.Dim } func (data *Float16VectorFieldData) RowNum() int { return len(data.Data) / 2 / data.Dim } @@ -507,6 +523,13 @@ func (data *JSONFieldData) GetRow(i int) any { return data.Data[i] } +func (data *GeometryFieldData) GetRow(i int) any { + if data.GetNullable() && !data.ValidData[i] { + return nil + } + return data.Data[i] +} + func (data *BinaryVectorFieldData) GetRow(i int) any { return data.Data[i*data.Dim/8 : (i+1)*data.Dim/8] } @@ -537,6 +560,7 @@ func (data *DoubleFieldData) GetDataRows() any { return data.Data } func (data *StringFieldData) GetDataRows() any { return data.Data } func (data *ArrayFieldData) GetDataRows() any { return data.Data } func (data *JSONFieldData) GetDataRows() any { return data.Data } +func (data *GeometryFieldData) GetDataRows() any { return data.Data } func (data *BinaryVectorFieldData) GetDataRows() any { return data.Data } func (data *FloatVectorFieldData) GetDataRows() any { return data.Data } func (data *Float16VectorFieldData) GetDataRows() any { return data.Data } @@ -714,6 +738,23 @@ func (data *JSONFieldData) AppendRow(row interface{}) error { return nil } +func (data *GeometryFieldData) AppendRow(row interface{}) error { + if data.GetNullable() && row == nil { + data.Data = append(data.Data, make([][]byte, 1)...) + data.ValidData = append(data.ValidData, false) + return nil + } + v, ok := row.([]byte) + if !ok { + return merr.WrapErrParameterInvalid("[]byte", row, "Wrong row type") + } + if data.GetNullable() { + data.ValidData = append(data.ValidData, true) + } + data.Data = append(data.Data, v) + return nil +} + func (data *BinaryVectorFieldData) AppendRow(row interface{}) error { v, ok := row.([]byte) if !ok || len(v) != data.Dim/8 { @@ -846,6 +887,14 @@ func (data *JSONFieldData) AppendRows(dataRows interface{}, validDataRows interf return data.AppendValidDataRows(validDataRows) } +func (data *GeometryFieldData) AppendRows(dataRows interface{}, validDataRows interface{}) error { + err := data.AppendDataRows(dataRows) + if err != nil { + return err + } + return data.AppendValidDataRows(validDataRows) +} + // AppendDataRows appends FLATTEN vectors to field data. func (data *BinaryVectorFieldData) AppendRows(dataRows interface{}, validDataRows interface{}) error { err := data.AppendDataRows(dataRows) @@ -980,6 +1029,15 @@ func (data *JSONFieldData) AppendDataRows(rows interface{}) error { return nil } +func (data *GeometryFieldData) AppendDataRows(rows interface{}) error { + v, ok := rows.([][]byte) + if !ok { + return merr.WrapErrParameterInvalid("[][]byte", rows, "Wrong rows type") + } + data.Data = append(data.Data, v...) + return nil +} + // AppendDataRows appends FLATTEN vectors to field data. func (data *BinaryVectorFieldData) AppendDataRows(rows interface{}) error { v, ok := rows.([]byte) @@ -1164,6 +1222,18 @@ func (data *JSONFieldData) AppendValidDataRows(rows interface{}) error { return nil } +func (data *GeometryFieldData) AppendValidDataRows(rows interface{}) error { + if rows == nil { + return nil + } + v, ok := rows.([]bool) + if !ok { + return merr.WrapErrParameterInvalid("[]bool", rows, "Wrong rows type") + } + data.ValidData = append(data.ValidData, v...) + return nil +} + // AppendValidDataRows appends FLATTEN vectors to field data. func (data *BinaryVectorFieldData) AppendValidDataRows(rows interface{}) error { if rows != nil { @@ -1282,6 +1352,10 @@ func (data *DoubleFieldData) GetDataType() schemapb.DataType { return schemapb.D func (data *StringFieldData) GetDataType() schemapb.DataType { return data.DataType } func (data *ArrayFieldData) GetDataType() schemapb.DataType { return schemapb.DataType_Array } func (data *JSONFieldData) GetDataType() schemapb.DataType { return schemapb.DataType_JSON } +func (data *GeometryFieldData) GetDataType() schemapb.DataType { + return schemapb.DataType_Geometry +} + func (data *BinaryVectorFieldData) GetDataType() schemapb.DataType { return schemapb.DataType_BinaryVector } @@ -1347,6 +1421,15 @@ func (data *JSONFieldData) GetMemorySize() int { return size + binary.Size(data.ValidData) + binary.Size(data.Nullable) } +func (data *GeometryFieldData) GetMemorySize() int { + var size int + // what's the meaning of 16? + for _, val := range data.Data { + size += len(val) + 16 + } + return size + binary.Size(data.ValidData) + binary.Size(data.Nullable) +} + func (data *BoolFieldData) GetRowSize(i int) int { return 1 } func (data *Int8FieldData) GetRowSize(i int) int { return 1 } func (data *Int16FieldData) GetRowSize(i int) int { return 2 } @@ -1360,6 +1443,7 @@ func (data *Float16VectorFieldData) GetRowSize(i int) int { return data.Dim * 2 func (data *BFloat16VectorFieldData) GetRowSize(i int) int { return data.Dim * 2 } func (data *StringFieldData) GetRowSize(i int) int { return len(data.Data[i]) + 16 } func (data *JSONFieldData) GetRowSize(i int) int { return len(data.Data[i]) + 16 } +func (data *GeometryFieldData) GetRowSize(i int) int { return len(data.Data[i]) + 16 } func (data *ArrayFieldData) GetRowSize(i int) int { switch data.ElementType { case schemapb.DataType_Bool: @@ -1445,3 +1529,7 @@ func (data *ArrayFieldData) GetNullable() bool { func (data *JSONFieldData) GetNullable() bool { return data.Nullable } + +func (data *GeometryFieldData) GetNullable() bool { + return data.Nullable +} diff --git a/internal/storage/payload.go b/internal/storage/payload.go index f62a569fc0a..e97c6f5b147 100644 --- a/internal/storage/payload.go +++ b/internal/storage/payload.go @@ -38,6 +38,7 @@ type PayloadWriterInterface interface { AddOneStringToPayload(msgs string, isValid bool) error AddOneArrayToPayload(msg *schemapb.ScalarField, isValid bool) error AddOneJSONToPayload(msg []byte, isValid bool) error + AddOneGeometryToPayload(msg []byte, isValid bool) error AddBinaryVectorToPayload(binVec []byte, dim int) error AddFloatVectorToPayload(binVec []float32, dim int) error AddFloat16VectorToPayload(binVec []byte, dim int) error @@ -65,6 +66,7 @@ type PayloadReaderInterface interface { GetStringFromPayload() ([]string, []bool, error) GetArrayFromPayload() ([]*schemapb.ScalarField, []bool, error) GetJSONFromPayload() ([][]byte, []bool, error) + GetGeometryFromPayload() ([][]byte, []bool, error) GetBinaryVectorFromPayload() ([]byte, int, error) GetFloat16VectorFromPayload() ([]byte, int, error) GetBFloat16VectorFromPayload() ([]byte, int, error) diff --git a/internal/storage/payload_reader.go b/internal/storage/payload_reader.go index 154fa2af5ed..c7c5e3a5923 100644 --- a/internal/storage/payload_reader.go +++ b/internal/storage/payload_reader.go @@ -98,6 +98,9 @@ func (r *PayloadReader) GetDataFromPayload() (interface{}, []bool, int, error) { case schemapb.DataType_JSON: val, validData, err := r.GetJSONFromPayload() return val, validData, 0, err + case schemapb.DataType_Geometry: + val, validData, err := r.GetGeometryFromPayload() + return val, validData, 0, err default: return nil, nil, 0, merr.WrapErrParameterInvalidMsg("unknown type") } @@ -432,6 +435,25 @@ func (r *PayloadReader) GetJSONFromPayload() ([][]byte, []bool, error) { return value, nil, nil } +func (r *PayloadReader) GetGeometryFromPayload() ([][]byte, []bool, error) { + if r.colType != schemapb.DataType_Geometry { + return nil, nil, merr.WrapErrParameterInvalidMsg(fmt.Sprintf("failed to get Geometry from datatype %v", r.colType.String())) + } + + if r.nullable { + return readNullableByteAndConvert(r, func(bytes []byte) []byte { + return bytes + }) + } + value, err := readByteAndConvert(r, func(bytes parquet.ByteArray) []byte { + return bytes + }) + if err != nil { + return nil, nil, err + } + return value, nil, nil +} + func (r *PayloadReader) GetByteArrayDataSet() (*DataSet[parquet.ByteArray, *file.ByteArrayColumnChunkReader], error) { if r.colType != schemapb.DataType_String && r.colType != schemapb.DataType_VarChar { return nil, fmt.Errorf("failed to get string from datatype %v", r.colType.String()) diff --git a/internal/storage/payload_writer.go b/internal/storage/payload_writer.go index 0f1bc13c392..c2cff00f1a0 100644 --- a/internal/storage/payload_writer.go +++ b/internal/storage/payload_writer.go @@ -206,6 +206,25 @@ func (w *NativePayloadWriter) AddDataToPayload(data interface{}, validData []boo isValid = validData[0] } return w.AddOneJSONToPayload(val, isValid) + case schemapb.DataType_Geometry: + val, ok := data.([]byte) + if !ok { + return merr.WrapErrParameterInvalidMsg("incorrect data type") + } + isValid := true + if len(validData) > 1 { + return merr.WrapErrParameterInvalidMsg("wrong input length when add data to payload") + } + if len(validData) == 0 && w.nullable { + return merr.WrapErrParameterInvalidMsg("need pass valid_data when nullable==true") + } + if len(validData) == 1 { + if !w.nullable { + return merr.WrapErrParameterInvalidMsg("no need pass valid_data when nullable==false") + } + isValid = validData[0] + } + return w.AddOneGeometryToPayload(val, isValid) case schemapb.DataType_BinaryVector: val, ok := data.([]byte) if !ok { @@ -546,6 +565,29 @@ func (w *NativePayloadWriter) AddOneJSONToPayload(data []byte, isValid bool) err return nil } +func (w *NativePayloadWriter) AddOneGeometryToPayload(data []byte, isValid bool) error { + if w.finished { + return errors.New("can't append data to finished geometry payload") + } + + if !w.nullable && !isValid { + return merr.WrapErrParameterInvalidMsg("not support null when nullable is false") + } + + builder, ok := w.builder.(*array.BinaryBuilder) + if !ok { + return errors.New("failed to cast geometryBuilder") + } + + if !isValid { + builder.AppendNull() + } else { + builder.Append(data) + } + + return nil +} + func (w *NativePayloadWriter) AddBinaryVectorToPayload(data []byte, dim int) error { if w.finished { return errors.New("can't append data to finished binary vector payload") @@ -752,6 +794,8 @@ func milvusDataTypeToArrowType(dataType schemapb.DataType, dim int) arrow.DataTy return &arrow.BinaryType{} case schemapb.DataType_JSON: return &arrow.BinaryType{} + case schemapb.DataType_Geometry: + return &arrow.BinaryType{} case schemapb.DataType_FloatVector: return &arrow.FixedSizeBinaryType{ ByteWidth: dim * 4, diff --git a/internal/storage/print_binlog.go b/internal/storage/print_binlog.go index 28f335a7cd5..fba766f29c1 100644 --- a/internal/storage/print_binlog.go +++ b/internal/storage/print_binlog.go @@ -21,6 +21,8 @@ import ( "os" "github.com/cockroachdb/errors" + "github.com/twpayne/go-geom/encoding/wkb" + "github.com/twpayne/go-geom/encoding/wkt" "golang.org/x/exp/mmap" "google.golang.org/protobuf/proto" @@ -368,6 +370,24 @@ func printPayloadValues(colType schemapb.DataType, reader PayloadReaderInterface for i, v := range valids { fmt.Printf("\t\t%d : %v\n", i, v) } + // print the wkb bytes + case schemapb.DataType_Geometry: + rows, err := reader.GetPayloadLengthFromReader() + if err != nil { + return err + } + val, valids, err := reader.GetGeometryFromPayload() + if err != nil { + return err + } + for i := 0; i < rows; i++ { + geomT, _ := wkb.Unmarshal(val[i]) + wktStr, _ := wkt.Marshal(geomT) + fmt.Printf("\t\t%d : %s\n", i, wktStr) + } + for i, v := range valids { + fmt.Printf("\t\t%d : %v\n", i, v) + } case schemapb.DataType_SparseFloatVector: sparseData, _, err := reader.GetSparseFloatVectorFromPayload() if err != nil { diff --git a/internal/storage/print_binlog_test.go b/internal/storage/print_binlog_test.go index a60dcaae717..ebf8c50a9f7 100644 --- a/internal/storage/print_binlog_test.go +++ b/internal/storage/print_binlog_test.go @@ -210,6 +210,13 @@ func TestPrintBinlogFiles(t *testing.T) { {Key: common.DimKey, Value: "4"}, }, }, + { + FieldID: 113, + Name: "field_geometry", + IsPrimaryKey: false, + Description: "description_15", + DataType: schemapb.DataType_Geometry, + }, }, }, } @@ -268,6 +275,13 @@ func TestPrintBinlogFiles(t *testing.T) { Data: []byte("12345678"), Dim: 4, }, + 113: &GeometryFieldData{ + Data: [][]byte{ + // POINT (30.123 -10.456) and LINESTRING (30.123 -10.456, 10.789 30.123, -40.567 40.890) + {0x01, 0x01, 0x00, 0x00, 0x00, 0xD2, 0x4A, 0x4D, 0x6A, 0x8B, 0x3C, 0x5C, 0x0A, 0x0D, 0x1B, 0x4F, 0x4F, 0x9A, 0x3D, 0x40}, + {0x01, 0x02, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0xD2, 0x4A, 0x4D, 0x6A, 0x8B, 0x3C, 0x5C, 0x0A, 0x0D, 0x1B, 0x4F, 0x4F, 0x9A, 0x3D, 0x40, 0x03, 0xA6, 0xB4, 0xA6, 0xA4, 0xD2, 0xC5, 0xC0, 0xD2, 0x4A, 0x4D, 0x6A, 0x8B, 0x3C, 0x5C, 0x0A}, + }, + }, }, } @@ -325,6 +339,13 @@ func TestPrintBinlogFiles(t *testing.T) { Data: []byte("abcdefgh"), Dim: 4, }, + 113: &GeometryFieldData{ + Data: [][]byte{ + // POINT (30.123 -10.456) and LINESTRING (30.123 -10.456, 10.789 30.123, -40.567 40.890) + {0x01, 0x01, 0x00, 0x00, 0x00, 0xD2, 0x4A, 0x4D, 0x6A, 0x8B, 0x3C, 0x5C, 0x0A, 0x0D, 0x1B, 0x4F, 0x4F, 0x9A, 0x3D, 0x40}, + {0x01, 0x02, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0xD2, 0x4A, 0x4D, 0x6A, 0x8B, 0x3C, 0x5C, 0x0A, 0x0D, 0x1B, 0x4F, 0x4F, 0x9A, 0x3D, 0x40, 0x03, 0xA6, 0xB4, 0xA6, 0xA4, 0xD2, 0xC5, 0xC0, 0xD2, 0x4A, 0x4D, 0x6A, 0x8B, 0x3C, 0x5C, 0x0A}, + }, + }, }, } firstBlobs, err := insertCodec.Serialize(1, 1, insertDataFirst) diff --git a/internal/storage/serde.go b/internal/storage/serde.go index db836483f11..c241327c250 100644 --- a/internal/storage/serde.go +++ b/internal/storage/serde.go @@ -416,6 +416,7 @@ var serdeMap = func() map[schemapb.DataType]serdeEntry { m[schemapb.DataType_Array] = byteEntry m[schemapb.DataType_JSON] = byteEntry + m[schemapb.DataType_Geometry] = byteEntry fixedSizeDeserializer := func(a arrow.Array, i int) (any, bool) { if a.IsNull(i) { diff --git a/internal/storage/utils.go b/internal/storage/utils.go index 37ec9842061..1be5ccaf262 100644 --- a/internal/storage/utils.go +++ b/internal/storage/utils.go @@ -673,6 +673,13 @@ func ColumnBasedInsertMsgToInsertData(msg *msgstream.InsertMsg, collSchema *sche Data: lo.Map(srcData, func(v []byte, _ int) []byte { return v }), ValidData: lo.Map(validData, func(v bool, _ int) bool { return v }), } + case schemapb.DataType_Geometry: + srcData := srcField.GetScalars().GetGeometryData().GetData() + validData := srcField.GetValidData() + fieldData = &GeometryFieldData{ + Data: lo.Map(srcData, func(v []byte, _ int) []byte { return v }), + ValidData: lo.Map(validData, func(v bool, _ int) bool { return v }), + } default: return nil, merr.WrapErrServiceInternal("data type not handled", field.GetDataType().String()) @@ -1193,6 +1200,21 @@ func TransferInsertDataToInsertRecord(insertData *InsertData) (*segcorepb.Insert }, ValidData: rawData.ValidData, } + case *GeometryFieldData: + fieldData = &schemapb.FieldData{ + Type: schemapb.DataType_Geometry, + FieldId: fieldID, + Field: &schemapb.FieldData_Scalars{ + Scalars: &schemapb.ScalarField{ + Data: &schemapb.ScalarField_GeometryData{ + GeometryData: &schemapb.GeometryArray{ + Data: rawData.Data, + }, + }, + }, + }, + ValidData: rawData.ValidData, + } case *FloatVectorFieldData: fieldData = &schemapb.FieldData{ Type: schemapb.DataType_FloatVector, diff --git a/internal/storage/utils_test.go b/internal/storage/utils_test.go index 3e5da98589f..56d8d99cabc 100644 --- a/internal/storage/utils_test.go +++ b/internal/storage/utils_test.go @@ -1003,7 +1003,7 @@ func genColumnBasedInsertMsg(schema *schemapb.CollectionSchema, numRows, fVecDim case schemapb.DataType_JSON: data := testutils.GenerateBytesArray(numRows) f := &schemapb.FieldData{ - Type: schemapb.DataType_Array, + Type: schemapb.DataType_JSON, FieldName: field.GetName(), Field: &schemapb.FieldData_Scalars{ Scalars: &schemapb.ScalarField{ @@ -1023,6 +1023,29 @@ func genColumnBasedInsertMsg(schema *schemapb.CollectionSchema, numRows, fVecDim for _, d := range data { columns[idx] = append(columns[idx], d) } + case schemapb.DataType_Geometry: + data := testutils.GenerateGeometryWktArray(numRows) + f := &schemapb.FieldData{ + Type: schemapb.DataType_Geometry, + FieldName: field.GetName(), + Field: &schemapb.FieldData_Scalars{ + Scalars: &schemapb.ScalarField{ + Data: &schemapb.ScalarField_GeometryData{ + GeometryData: &schemapb.GeometryArray{ + Data: data, + }, + }, + }, + }, + FieldId: field.FieldID, + } + if field.GetNullable() { + f.ValidData = testutils.GenerateBoolArray(numRows) + } + msg.FieldsData = append(msg.FieldsData, f) + for _, d := range data { + columns[idx] = append(columns[idx], d) + } } } diff --git a/internal/util/importutilv2/parquet/field_reader.go b/internal/util/importutilv2/parquet/field_reader.go index 33bded7914a..4a4fc7ac32e 100644 --- a/internal/util/importutilv2/parquet/field_reader.go +++ b/internal/util/importutilv2/parquet/field_reader.go @@ -160,6 +160,12 @@ func (c *FieldReader) Next(count int64) (any, any, error) { } data, err := ReadJSONData(c, count) return data, nil, err + case schemapb.DataType_Geometry: + if c.field.GetNullable() { + return ReadNullableGeometryData(c, count) + } + data, err := ReadGeometryData(c, count) + return data, nil, err case schemapb.DataType_BinaryVector, schemapb.DataType_Float16Vector, schemapb.DataType_BFloat16Vector: // vector not support default_value if c.field.GetNullable() { @@ -704,6 +710,42 @@ func ReadNullableJSONData(pcr *FieldReader, count int64) (any, []bool, error) { return byteArr, validData, nil } +func ReadNullableGeometryData(pcr *FieldReader, count int64) (any, []bool, error) { + // Geometry field read data from string array Parquet + data, validData, err := ReadNullableStringData(pcr, count) + if err != nil { + return nil, nil, err + } + if data == nil { + return nil, nil, nil + } + byteArr := make([][]byte, 0) + for i, str := range data.([]string) { + if !validData[i] { + byteArr = append(byteArr, []byte(nil)) + continue + } + byteArr = append(byteArr, []byte(str)) + } + return byteArr, validData, nil +} + +func ReadGeometryData(pcr *FieldReader, count int64) (any, error) { + // Geometry field read data from string array Parquet + data, err := ReadStringData(pcr, count) + if err != nil { + return nil, err + } + if data == nil { + return nil, nil + } + byteArr := make([][]byte, 0) + for _, str := range data.([]string) { + byteArr = append(byteArr, []byte(str)) + } + return byteArr, nil +} + func ReadBinaryData(pcr *FieldReader, count int64) (any, error) { dataType := pcr.field.GetDataType() chunked, err := pcr.columnReader.NextBatch(count) diff --git a/internal/util/importutilv2/parquet/reader_test.go b/internal/util/importutilv2/parquet/reader_test.go index a45cd099ce3..0fae8e60b75 100644 --- a/internal/util/importutilv2/parquet/reader_test.go +++ b/internal/util/importutilv2/parquet/reader_test.go @@ -529,6 +529,7 @@ func (s *ReaderSuite) TestReadScalarFields() { s.run(schemapb.DataType_String, schemapb.DataType_None, false, 0) s.run(schemapb.DataType_VarChar, schemapb.DataType_None, false, 0) s.run(schemapb.DataType_JSON, schemapb.DataType_None, false, 0) + s.run(schemapb.DataType_Geometry, schemapb.DataType_None, false, 0) s.run(schemapb.DataType_Array, schemapb.DataType_Bool, false, 0) s.run(schemapb.DataType_Array, schemapb.DataType_Int8, false, 0) @@ -567,6 +568,7 @@ func (s *ReaderSuite) TestReadScalarFields() { s.run(schemapb.DataType_String, schemapb.DataType_None, true, 100) s.run(schemapb.DataType_VarChar, schemapb.DataType_None, true, 100) s.run(schemapb.DataType_JSON, schemapb.DataType_None, true, 100) + s.run(schemapb.DataType_Geometry, schemapb.DataType_None, true, 100) s.run(schemapb.DataType_Array, schemapb.DataType_Bool, true, 100) s.run(schemapb.DataType_Array, schemapb.DataType_Int8, true, 100) diff --git a/internal/util/importutilv2/parquet/util.go b/internal/util/importutilv2/parquet/util.go index 1d1176523e4..50a3110a055 100644 --- a/internal/util/importutilv2/parquet/util.go +++ b/internal/util/importutilv2/parquet/util.go @@ -216,6 +216,8 @@ func convertToArrowDataType(field *schemapb.FieldSchema, isArray bool) (arrow.Da return &arrow.StringType{}, nil case schemapb.DataType_JSON: return &arrow.StringType{}, nil + case schemapb.DataType_Geometry: + return &arrow.StringType{}, nil case schemapb.DataType_Array: elemType, err := convertToArrowDataType(field, true) if err != nil { diff --git a/internal/util/indexparamcheck/conf_adapter_mgr.go b/internal/util/indexparamcheck/conf_adapter_mgr.go index a746f423cea..d0f4e8a4877 100644 --- a/internal/util/indexparamcheck/conf_adapter_mgr.go +++ b/internal/util/indexparamcheck/conf_adapter_mgr.go @@ -56,6 +56,7 @@ func (mgr *indexCheckerMgrImpl) registerIndexChecker() { mgr.checkers[IndexTrie] = newTRIEChecker() mgr.checkers[IndexBitmap] = newBITMAPChecker() mgr.checkers[IndexHybrid] = newHYBRIDChecker() + mgr.checkers[IndexRTREE] = newRTREEChecker() mgr.checkers["marisa-trie"] = newTRIEChecker() mgr.checkers[AutoIndex] = newAUTOINDEXChecker() } diff --git a/internal/util/indexparamcheck/index_type.go b/internal/util/indexparamcheck/index_type.go index 45bdbdc747d..92fcf5256c3 100644 --- a/internal/util/indexparamcheck/index_type.go +++ b/internal/util/indexparamcheck/index_type.go @@ -33,6 +33,7 @@ const ( IndexBitmap IndexType = "BITMAP" IndexHybrid IndexType = "HYBRID" // BITMAP + INVERTED IndexINVERTED IndexType = "INVERTED" + IndexRTREE IndexType = "RTREE" AutoIndex IndexType = "AUTOINDEX" ) diff --git a/internal/util/indexparamcheck/inverted_checker_test.go b/internal/util/indexparamcheck/inverted_checker_test.go index a5726a3a1d1..c88fd24c0ef 100644 --- a/internal/util/indexparamcheck/inverted_checker_test.go +++ b/internal/util/indexparamcheck/inverted_checker_test.go @@ -21,6 +21,7 @@ func Test_INVERTEDIndexChecker(t *testing.T) { assert.NoError(t, c.CheckValidDataType(IndexINVERTED, &schemapb.FieldSchema{DataType: schemapb.DataType_Array})) assert.NoError(t, c.CheckValidDataType(IndexINVERTED, &schemapb.FieldSchema{DataType: schemapb.DataType_JSON})) + assert.Error(t, c.CheckValidDataType(IndexINVERTED, &schemapb.FieldSchema{DataType: schemapb.DataType_Geometry})) assert.Error(t, c.CheckValidDataType(IndexINVERTED, &schemapb.FieldSchema{DataType: schemapb.DataType_FloatVector})) } diff --git a/internal/util/indexparamcheck/rtree_checker.go b/internal/util/indexparamcheck/rtree_checker.go new file mode 100644 index 00000000000..d7144ad1885 --- /dev/null +++ b/internal/util/indexparamcheck/rtree_checker.go @@ -0,0 +1,49 @@ +// 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 indexparamcheck + +import ( + "fmt" + + "github.com/milvus-io/milvus-proto/go-api/v2/schemapb" + "github.com/milvus-io/milvus/pkg/v2/util/typeutil" +) + +// RTREEChecker checks if a RTREE index can be built. +type RTREEChecker struct { + scalarIndexChecker +} + +func (c *RTREEChecker) CheckTrain(dataType schemapb.DataType, params map[string]string) error { + if !typeutil.IsGeometryType(dataType) { + return fmt.Errorf("RTREE index can only be built on geometry field") + } + + return c.scalarIndexChecker.CheckTrain(dataType, params) +} + +func (c *RTREEChecker) CheckValidDataType(indexType IndexType, field *schemapb.FieldSchema) error { + dType := field.GetDataType() + if !typeutil.IsGeometryType(dType) { + return fmt.Errorf("RTREE index can only be built on geometry field, got %s", dType.String()) + } + return nil +} + +func newRTREEChecker() *RTREEChecker { + return &RTREEChecker{} +} diff --git a/internal/util/indexparamcheck/rtree_checker_test.go b/internal/util/indexparamcheck/rtree_checker_test.go new file mode 100644 index 00000000000..eee18b974c2 --- /dev/null +++ b/internal/util/indexparamcheck/rtree_checker_test.go @@ -0,0 +1,52 @@ +// 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 indexparamcheck + +import ( + "testing" + + "github.com/stretchr/testify/assert" + + "github.com/milvus-io/milvus-proto/go-api/v2/schemapb" +) + +func TestRTREEChecker(t *testing.T) { + c := newRTREEChecker() + + t.Run("valid data type", func(t *testing.T) { + field := &schemapb.FieldSchema{ + DataType: schemapb.DataType_Geometry, + } + err := c.CheckValidDataType(IndexRTREE, field) + assert.NoError(t, err) + }) + + t.Run("invalid data type", func(t *testing.T) { + field := &schemapb.FieldSchema{ + DataType: schemapb.DataType_VarChar, + } + err := c.CheckValidDataType(IndexRTREE, field) + assert.Error(t, err) + }) + + t.Run("non-geometry data type", func(t *testing.T) { + params := make(map[string]string) + err := c.CheckTrain(schemapb.DataType_VarChar, params) + assert.Error(t, err) + assert.Contains(t, err.Error(), "RTREE index can only be built on geometry field") + }) +} diff --git a/internal/util/indexparamcheck/utils.go b/internal/util/indexparamcheck/utils.go index 2717436e51a..93f45081152 100644 --- a/internal/util/indexparamcheck/utils.go +++ b/internal/util/indexparamcheck/utils.go @@ -47,6 +47,21 @@ func CheckIntByRange(params map[string]string, key string, min, max int) bool { return value >= min && value <= max } +// CheckFloatByRange checks if the float value of key in params is in range [min, max]. +func CheckFloatByRange(params map[string]string, key string, min, max float64) bool { + valueStr, ok := params[key] + if !ok { + return false + } + + value, err := strconv.ParseFloat(valueStr, 64) + if err != nil { + return false + } + + return value >= min && value <= max +} + // CheckStrByValues check whether the data corresponding to the key appears in the string slice of container. // Return false if: // 1. the key does not exist, or diff --git a/internal/util/testutil/test_util.go b/internal/util/testutil/test_util.go index 322eb3bf1ca..674850fba16 100644 --- a/internal/util/testutil/test_util.go +++ b/internal/util/testutil/test_util.go @@ -176,6 +176,9 @@ func CreateInsertData(schema *schemapb.CollectionSchema, rows int, nullPercent . insertData.Data[f.FieldID].AppendDataRows(testutils.GenerateStringArray(rows)) case schemapb.DataType_JSON: insertData.Data[f.FieldID].AppendDataRows(testutils.GenerateJSONArray(rows)) + case schemapb.DataType_Geometry: + // wkb bytes array + insertData.Data[f.FieldID].AppendDataRows(testutils.GenerateGeometryArray(rows)) case schemapb.DataType_Array: switch f.GetElementType() { case schemapb.DataType_Bool: @@ -528,6 +531,14 @@ func BuildArrayData(schema *schemapb.CollectionSchema, insertData *storage.Inser return string(bs) }), validData) columns = append(columns, builder.NewStringArray()) + case schemapb.DataType_Geometry: + builder := array.NewStringBuilder(mem) + wkbData := insertData.Data[fieldID].(*storage.GeometryFieldData).Data + validData := insertData.Data[fieldID].(*storage.GeometryFieldData).ValidData + builder.AppendValues(lo.Map(wkbData, func(bs []byte, _ int) string { + return string(bs) + }), validData) + columns = append(columns, builder.NewStringArray()) case schemapb.DataType_Array: data := insertData.Data[fieldID].(*storage.ArrayFieldData).Data validData := insertData.Data[fieldID].(*storage.ArrayFieldData).ValidData diff --git a/internal/util/typeutil/schema.go b/internal/util/typeutil/schema.go index 67d7c6e3ce0..e56b6d38ab4 100644 --- a/internal/util/typeutil/schema.go +++ b/internal/util/typeutil/schema.go @@ -62,6 +62,11 @@ func ConvertToArrowSchema(fields []*schemapb.FieldSchema) (*arrow.Schema, error) Name: field.Name, Type: arrow.BinaryTypes.Binary, }) + case schemapb.DataType_Geometry: + arrowFields = append(arrowFields, arrow.Field{ + Name: field.Name, + Type: arrow.BinaryTypes.Binary, + }) case schemapb.DataType_BinaryVector: dim, err := storage.GetDimFromParams(field.TypeParams) if err != nil { diff --git a/internal/util/typeutil/storage.go b/internal/util/typeutil/storage.go index 1dd3523ce36..3cb2eb6272e 100644 --- a/internal/util/typeutil/storage.go +++ b/internal/util/typeutil/storage.go @@ -77,6 +77,8 @@ func BuildRecord(b *array.RecordBuilder, data *storage.InsertData, fields []*sch } case schemapb.DataType_JSON: fBuilder.(*array.BinaryBuilder).AppendValues(data.Data[field.FieldID].(*storage.JSONFieldData).Data, nil) + case schemapb.DataType_Geometry: + fBuilder.(*array.BinaryBuilder).AppendValues(data.Data[field.FieldID].(*storage.GeometryFieldData).Data, nil) case schemapb.DataType_BinaryVector: vecData := data.Data[field.FieldID].(*storage.BinaryVectorFieldData) for i := 0; i < len(vecData.Data); i += vecData.Dim / 8 { diff --git a/pkg/go.mod b/pkg/go.mod index ea45621d687..99f3109f612 100644 --- a/pkg/go.mod +++ b/pkg/go.mod @@ -14,7 +14,7 @@ require ( github.com/grpc-ecosystem/go-grpc-middleware v1.3.0 github.com/json-iterator/go v1.1.12 github.com/klauspost/compress v1.17.7 - github.com/milvus-io/milvus-proto/go-api/v2 v2.5.17 + github.com/milvus-io/milvus-proto/go-api/v2 v2.5.18-0.20250822062940-e34629021786 github.com/nats-io/nats-server/v2 v2.10.12 github.com/nats-io/nats.go v1.34.1 github.com/panjf2000/ants/v2 v2.11.3 @@ -22,8 +22,8 @@ require ( github.com/quasilyte/go-ruleguard/dsl v0.3.22 github.com/remeh/sizedwaitgroup v1.0.0 github.com/samber/lo v1.27.0 - github.com/shirou/gopsutil/v3 v3.22.9 - github.com/sirupsen/logrus v1.9.0 + github.com/shirou/gopsutil/v3 v3.24.2 + github.com/sirupsen/logrus v1.9.3 github.com/spaolacci/murmur3 v1.1.0 github.com/spf13/cast v1.3.1 github.com/streamnative/pulsarctl v0.5.0 @@ -31,6 +31,7 @@ require ( github.com/tecbot/gorocksdb v0.0.0-20191217155057-f0fad39f321c github.com/tidwall/gjson v1.17.0 github.com/tikv/client-go/v2 v2.0.4 + github.com/twpayne/go-geom v1.5.7 github.com/uber/jaeger-client-go v2.30.0+incompatible github.com/x448/float16 v0.8.4 go.etcd.io/etcd/api/v3 v3.5.5 @@ -47,9 +48,9 @@ require ( go.uber.org/atomic v1.10.0 go.uber.org/automaxprocs v1.5.3 go.uber.org/zap v1.27.0 - golang.org/x/crypto v0.36.0 - golang.org/x/exp v0.0.0-20230224173230-c95f2b4c22f2 - golang.org/x/net v0.38.0 + golang.org/x/crypto v0.25.0 + golang.org/x/exp v0.0.0-20240222234643-814bf88cf225 + golang.org/x/net v0.27.0 golang.org/x/sync v0.12.0 golang.org/x/sys v0.31.0 google.golang.org/grpc v1.65.0 @@ -78,7 +79,7 @@ require ( github.com/danieljoos/wincred v1.1.2 // indirect github.com/davecgh/go-spew v1.1.1 // indirect github.com/dgryski/go-farm v0.0.0-20190423205320-6a90982ecee2 // indirect - github.com/docker/go-units v0.4.0 // indirect + github.com/docker/go-units v0.5.0 // indirect github.com/dustin/go-humanize v1.0.0 // indirect github.com/dvsekhvalnov/jose2go v1.6.0 // indirect github.com/facebookgo/ensure v0.0.0-20200202191622-63f1cf65ac4c // indirect @@ -88,7 +89,7 @@ require ( github.com/getsentry/sentry-go v0.12.0 // 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-ole/go-ole v1.3.0 // indirect github.com/godbus/dbus v0.0.0-20190726142602-4481cbc300e2 // indirect github.com/godbus/dbus/v5 v5.0.4 // indirect github.com/gogo/protobuf v1.3.2 // indirect @@ -109,7 +110,7 @@ require ( github.com/kr/pretty v0.3.1 // indirect github.com/kr/text v0.2.0 // indirect github.com/linkedin/goavro/v2 v2.11.1 // indirect - github.com/lufia/plan9stats v0.0.0-20211012122336-39d0f177ccd0 // indirect + github.com/lufia/plan9stats v0.0.0-20240226150601-1dcf7310316a // indirect github.com/mattn/go-isatty v0.0.19 // indirect github.com/mattn/go-runewidth v0.0.8 // indirect github.com/matttproud/golang_protobuf_extensions v1.0.4 // indirect @@ -130,12 +131,13 @@ require ( github.com/pingcap/log v1.1.1-0.20221015072633-39906604fb81 // indirect github.com/pkg/errors v0.9.1 // indirect github.com/pmezard/go-difflib v1.0.0 // indirect - github.com/power-devops/perfstat v0.0.0-20210106213030-5aafc221ea8c // indirect + github.com/power-devops/perfstat v0.0.0-20240221224432-82ca36839d55 // 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/remyoudompheng/bigfft v0.0.0-20200410134404-eec4a21b6bb0 // indirect github.com/rogpeppe/go-internal v1.10.0 // indirect + github.com/shoenig/go-m1cpu v0.1.6 // indirect github.com/soheilhy/cmux v0.1.5 // indirect github.com/spf13/pflag v1.0.5 // indirect github.com/stathat/consistent v1.0.0 // indirect @@ -144,12 +146,12 @@ require ( github.com/tidwall/match v1.1.1 // indirect github.com/tidwall/pretty v1.2.0 // indirect github.com/tikv/pd/client v0.0.0-20221031025758-80f0d8ca4d07 // indirect - github.com/tklauser/go-sysconf v0.3.10 // indirect - github.com/tklauser/numcpus v0.4.0 // indirect + github.com/tklauser/go-sysconf v0.3.13 // indirect + github.com/tklauser/numcpus v0.7.0 // indirect github.com/tmc/grpc-websocket-proxy v0.0.0-20201229170055-e5319fda7802 // indirect github.com/twmb/murmur3 v1.1.3 // indirect github.com/xiang90/probing v0.0.0-20190116061207-43a291ad63a2 // indirect - github.com/yusufpapurcu/wmi v1.2.2 // indirect + github.com/yusufpapurcu/wmi v1.2.4 // indirect go.etcd.io/bbolt v1.3.6 // indirect go.etcd.io/etcd/client/pkg/v3 v3.5.5 // indirect go.etcd.io/etcd/client/v2 v2.305.5 // indirect diff --git a/pkg/go.sum b/pkg/go.sum index 982c9828e57..302f49fe504 100644 --- a/pkg/go.sum +++ b/pkg/go.sum @@ -50,6 +50,8 @@ github.com/BurntSushi/toml v1.2.1/go.mod h1:CxXYINrC8qIiEnFrOxCa7Jy5BFHlXnUU2pbi 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/DATA-DOG/go-sqlmock v1.5.2 h1:OcvFkGmslmlZibjAjaHm3L//6LiuBgolP7OputlJIzU= +github.com/DATA-DOG/go-sqlmock v1.5.2/go.mod h1:88MAG/4G7SMwSE3CeA0ZKzrT5CiOU3OJ+JlNzwDqpNU= github.com/DataDog/zstd v1.5.0 h1:+K/VEwIAaPcHiMtQvpLD4lqW7f0Gk3xdYZmI1hD+CXo= github.com/DataDog/zstd v1.5.0/go.mod h1:g4AWEaM3yOg3HYfnJ3YIawPnVdXJh9QME85blwSAmyw= github.com/Joker/hpp v1.0.0/go.mod h1:8x5n+M1Hp5hC0g8okX3sR3vFQwynaX/UgSOM9MeBKzY= @@ -61,6 +63,10 @@ github.com/actgardner/gogen-avro/v10 v10.1.0/go.mod h1:o+ybmVjEa27AAr35FRqU98DJu github.com/actgardner/gogen-avro/v10 v10.2.1/go.mod h1:QUhjeHPchheYmMDni/Nx7VB0RsT/ee8YIgGY/xpEQgQ= github.com/actgardner/gogen-avro/v9 v9.1.0/go.mod h1:nyTj6wPqDJoxM3qdnjcLv+EnMDSDFqE0qDpva2QRmKc= github.com/ajg/form v1.5.1/go.mod h1:uL1WgH+h2mgNtvBq0339dVnzXdBETtL2LeUXaIv25UY= +github.com/alecthomas/assert/v2 v2.10.0 h1:jjRCHsj6hBJhkmhznrCzoNpbA3zqy0fYiUcYZP/GkPY= +github.com/alecthomas/assert/v2 v2.10.0/go.mod h1:Bze95FyfUr7x34QZrjL+XP+0qgp/zg8yS+TtBj1WA3k= +github.com/alecthomas/repr v0.4.0 h1:GhI2A8MACjfegCPVq9f1FLvIBS+DrQ2KQBFZP1iFzXc= +github.com/alecthomas/repr v0.4.0/go.mod h1:Fr0507jx4eOXV7AlPV6AVZLYrLIuIeSOWtW57eE/O/4= 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= @@ -159,8 +165,8 @@ github.com/dgryski/go-farm v0.0.0-20190423205320-6a90982ecee2/go.mod h1:SqUrOPUn github.com/dgryski/go-sip13 v0.0.0-20181026042036-e10d5fee7954/go.mod h1:vAd38F8PWV+bWy6jNmig1y/TA+kYO4g3RSRF0IAv0no= github.com/dimfeld/httptreemux v5.0.1+incompatible h1:Qj3gVcDNoOthBAqftuD596rm4wg/adLLz5xh5CmpiCA= github.com/dimfeld/httptreemux v5.0.1+incompatible/go.mod h1:rbUlSV+CCpv/SuqUTP/8Bk2O3LyUV436/yaRGkhP6Z0= -github.com/docker/go-units v0.4.0 h1:3uh0PgVws3nIA0Q+MwDC8yjEPf9zjRfZZWXZYDct3Tw= -github.com/docker/go-units v0.4.0/go.mod h1:fgPhTUdO+D/Jk86RDLlptpiXQzgHJF7gydDDbaIK4Dk= +github.com/docker/go-units v0.5.0 h1:69rxXcBk27SvSaaxTtLh/8llcHD8vYHT7WSdRZ/jvr4= +github.com/docker/go-units v0.5.0/go.mod h1:fgPhTUdO+D/Jk86RDLlptpiXQzgHJF7gydDDbaIK4Dk= github.com/dustin/go-humanize v1.0.0 h1:VSnTsYCnlFHaM2/igO1h6X3HA71jcobQuxemgkq4zYo= github.com/dustin/go-humanize v1.0.0/go.mod h1:HtrtbFcZ19U5GC7JDqmcUSB87Iq5E25KnS6fMYU6eOk= github.com/dvsekhvalnov/jose2go v1.6.0 h1:Y9gnSnP4qEI0+/uQkHvFXeD2PLPJeXEL+ySMEA2EjTY= @@ -224,8 +230,9 @@ github.com/go-logr/logr v1.4.2/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ4 github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag= github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE= github.com/go-martini/martini 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-ole/go-ole v1.3.0 h1:Dt6ye7+vXGIKZ7Xtk4s6/xVdGDQynvom7xCFEdWr6uE= +github.com/go-ole/go-ole v1.3.0/go.mod h1:5LS6F96DhAwUc7C+1HLexzMXY1xGRSryjyPPKW6zv78= github.com/go-sql-driver/mysql v1.5.0/go.mod h1:DCzpHaOWr8IXmIStZouvnhqoel9Qv2LBy8hT2VhHyBg= github.com/go-stack/stack v1.8.0/go.mod h1:v0f6uXyyMGvRgIKkXu+yp6POWl0qKG85gN/melR3HDY= github.com/gobwas/httphead v0.0.0-20180130184737-2c6c146eadee/go.mod h1:L0fX3K22YWvt/FAX9NnzrNzcI4wNYi9Yku4O0LKYflo= @@ -378,6 +385,8 @@ github.com/hashicorp/mdns v1.0.0/go.mod h1:tL+uN++7HEJ6SQLQ2/p+z2pH24WQKWjBPkE0m github.com/hashicorp/memberlist v0.1.3/go.mod h1:ajVTdAv/9Im8oMAAj5G31PhhMCZJV2pPBoIllUwCN7I= github.com/hashicorp/serf v0.8.2/go.mod h1:6hOLApaqBFA1NXqRQAsxw9QxuDEvNxSQRwA/JwenrHc= github.com/heetch/avro v0.3.1/go.mod h1:4xn38Oz/+hiEUTpbVfGVLfvOg0yKLlRP7Q9+gJJILgA= +github.com/hexops/gotextdiff v1.0.3 h1:gitA9+qJrrTCsiCl7+kh75nPqQt1cx4ZkudSTLoUqJM= +github.com/hexops/gotextdiff v1.0.3/go.mod h1:pSWU5MAI3yDq+fZBTazCSJysOMbxWL1BSow5/V2vxeg= github.com/hpcloud/tail v1.0.0/go.mod h1:ab1qPbhIpdTxEkNHXyeSf5vhxWSCs/tWer42PpOxQnU= github.com/hydrogen18/memlistener v0.0.0-20200120041712-dcc25e7acd91/go.mod h1:qEIFzExnS6016fRpRfxrExeVn2gbClQA99gQhnIcdhE= github.com/iancoleman/orderedmap v0.0.0-20190318233801-ac98e3ecb4b0/go.mod h1:N0Wam8K1arqPXNWjMo21EXnBPOPp36vB07FNRdD2geA= @@ -456,12 +465,13 @@ github.com/linkedin/goavro/v2 v2.10.0/go.mod h1:UgQUb2N/pmueQYH9bfqFioWxzYCZXSfF github.com/linkedin/goavro/v2 v2.10.1/go.mod h1:UgQUb2N/pmueQYH9bfqFioWxzYCZXSfF8Jw03O5sjqA= github.com/linkedin/goavro/v2 v2.11.1 h1:4cuAtbDfqkKnBXp9E+tRkIJGa6W6iAjwonwt8O1f4U0= github.com/linkedin/goavro/v2 v2.11.1/go.mod h1:UgQUb2N/pmueQYH9bfqFioWxzYCZXSfF8Jw03O5sjqA= -github.com/lufia/plan9stats v0.0.0-20211012122336-39d0f177ccd0 h1:6E+4a0GO5zZEnZ81pIr0yLvtUWk2if982qA3F3QD6H4= github.com/lufia/plan9stats v0.0.0-20211012122336-39d0f177ccd0/go.mod h1:zJYVVT2jmtg6P3p1VtQj7WsuWi/y4VnjVBn7F8KPB3I= +github.com/lufia/plan9stats v0.0.0-20240226150601-1dcf7310316a h1:3Bm7EwfUQUvhNeKIkUct/gl9eod1TcXuj8stxvi/GoI= +github.com/lufia/plan9stats v0.0.0-20240226150601-1dcf7310316a/go.mod h1:ilwx/Dta8jXAgpFYFvSWEMwxmbWXyiUHkd5FwyKhb5k= github.com/magiconair/properties v1.8.0/go.mod h1:PppfXfuXeibc/6YijjN8zIbojt8czPbwD3XqdrwzmxQ= github.com/magiconair/properties v1.8.1/go.mod h1:PppfXfuXeibc/6YijjN8zIbojt8czPbwD3XqdrwzmxQ= -github.com/magiconair/properties v1.8.5 h1:b6kJs+EmPFMYGkow9GiUyCyOvIwYetYJ3fSaWak/Gls= -github.com/magiconair/properties v1.8.5/go.mod h1:y3VJvCyxH9uVvJTWEGAELF3aiYNyPKd5NZ3oSwXrF60= +github.com/magiconair/properties v1.8.7 h1:IeQXZAiQcpL9mgcAe1Nu6cX9LLw6ExEHKjN0VQdvPDY= +github.com/magiconair/properties v1.8.7/go.mod h1:Dhd985XPs7jluiymwWYZ0G4Z61jb3vdS329zhj2hYo0= github.com/mattn/go-colorable v0.0.9/go.mod h1:9vuHe8Xs5qXnSaW/c/ABM9alt+Vo+STaOChaDxuIBZU= github.com/mattn/go-colorable v0.1.2/go.mod h1:U0ppj6V5qS13XJ6of8GYAs25YV2eR4EVcfRqFIhoBtE= github.com/mattn/go-colorable v0.1.8/go.mod h1:u6P/XSegPjTcexA+o6vUJrdnUu04hMope9wVRipJSqc= @@ -488,8 +498,8 @@ github.com/milvus-io/cgosymbolizer v0.0.0-20240722103217-b7dee0e50119 h1:9VXijWu github.com/milvus-io/cgosymbolizer v0.0.0-20240722103217-b7dee0e50119/go.mod h1:DvXTE/K/RtHehxU8/GtDs4vFtfw64jJ3PaCnFri8CRg= github.com/milvus-io/gorocksdb v0.0.0-20220624081344-8c5f4212846b h1:TfeY0NxYxZzUfIfYe5qYDBzt4ZYRqzUjTR6CvUzjat8= github.com/milvus-io/gorocksdb v0.0.0-20220624081344-8c5f4212846b/go.mod 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github.com/yuin/goldmark v1.1.27/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9de github.com/yuin/goldmark v1.1.32/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74= github.com/yuin/goldmark v1.2.1/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74= github.com/yuin/goldmark v1.3.5/go.mod h1:mwnBkeHKe2W/ZEtQ+71ViKU8L12m81fl3OWwC1Zlc8k= -github.com/yusufpapurcu/wmi v1.2.2 h1:KBNDSne4vP5mbSWnJbO+51IMOXJB67QiYCSBrubbPRg= -github.com/yusufpapurcu/wmi v1.2.2/go.mod h1:SBZ9tNy3G9/m5Oi98Zks0QjeHVDvuK0qfxQmPyzfmi0= +github.com/yusufpapurcu/wmi v1.2.4 h1:zFUKzehAFReQwLys1b/iSMl+JQGSCSjtVqQn9bBrPo0= +github.com/yusufpapurcu/wmi v1.2.4/go.mod h1:SBZ9tNy3G9/m5Oi98Zks0QjeHVDvuK0qfxQmPyzfmi0= go.etcd.io/bbolt v1.3.2/go.mod h1:IbVyRI1SCnLcuJnV2u8VeU0CEYM7e686BmAb1XKL+uU= go.etcd.io/bbolt v1.3.6 h1:/ecaJf0sk1l4l6V4awd65v2C3ILy7MSj+s/x1ADCIMU= go.etcd.io/bbolt v1.3.6/go.mod h1:qXsaaIqmgQH0T+OPdb99Bf+PKfBBQVAdyD6TY9G8XM4= @@ -833,8 +854,8 @@ 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 v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc= golang.org/x/crypto v0.0.0-20220411220226-7b82a4e95df4/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4= -golang.org/x/crypto v0.36.0 h1:AnAEvhDddvBdpY+uR+MyHmuZzzNqXSe/GvuDeob5L34= -golang.org/x/crypto v0.36.0/go.mod h1:Y4J0ReaxCR1IMaabaSMugxJES1EpwhBHhv2bDHklZvc= +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= @@ -845,8 +866,8 @@ 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 v0.0.0-20230224173230-c95f2b4c22f2 h1:Jvc7gsqn21cJHCmAWx0LiimpP18LZmUxkT5Mp7EZ1mI= -golang.org/x/exp v0.0.0-20230224173230-c95f2b4c22f2/go.mod h1:CxIveKay+FTh1D0yPZemJVgC/95VzuuOLq5Qi4xnoYc= +golang.org/x/exp v0.0.0-20240222234643-814bf88cf225 h1:LfspQV/FYTatPTr/3HzIcmiUFH7PGP+OQ6mgDYo3yuQ= +golang.org/x/exp v0.0.0-20240222234643-814bf88cf225/go.mod h1:CxmFvTBINI24O/j8iY7H1xHzx2i4OsyguNBmN/uPtqc= 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= @@ -922,8 +943,8 @@ golang.org/x/net v0.0.0-20210405180319-a5a99cb37ef4/go.mod h1:p54w0d4576C0XHj96b golang.org/x/net v0.0.0-20210726213435-c6fcb2dbf985/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 v0.38.0 h1:vRMAPTMaeGqVhG5QyLJHqNDwecKTomGeqbnfZyKlBI8= -golang.org/x/net v0.38.0/go.mod h1:ivrbrMbzFq5J41QOQh0siUuly180yBYtLp+CKbEaFx8= +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= @@ -1018,11 +1039,13 @@ golang.org/x/sys v0.0.0-20210630005230-0f9fa26af87c/go.mod h1:oPkhp1MJrh7nUepCBc golang.org/x/sys v0.0.0-20210819135213-f52c844e1c1c/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= 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 v0.0.0-20220128215802-99c3d69c2c27/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 v0.1.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= +golang.org/x/sys v0.8.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= +golang.org/x/sys v0.11.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= +golang.org/x/sys v0.17.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA= golang.org/x/sys v0.31.0 h1:ioabZlmFYtWhL+TRYpcnNlLwhyxaM9kWTDEmfnprqik= golang.org/x/sys v0.31.0/go.mod h1:BJP2sWEmIv4KK5OTEluFJCKSidICx8ciO85XgH3Ak8k= golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo= diff --git a/pkg/proto/plan.proto b/pkg/proto/plan.proto index 88c86a9cce6..8a9941e4a26 100644 --- a/pkg/proto/plan.proto +++ b/pkg/proto/plan.proto @@ -167,6 +167,22 @@ message NullExpr { NullOp op = 2; } +message GISFunctionFilterExpr{ + ColumnInfo column_info = 1; + string wkt_string = 2; + enum GISOp { + Invalid = 0; + Equals = 1; + Touches = 2; + Overlaps = 3; + Crosses = 4; + Contains = 5; + Intersects = 6; + Within = 7; + } + GISOp op = 3; +} + message UnaryExpr { enum UnaryOp { Invalid = 0; @@ -228,6 +244,7 @@ message Expr { JSONContainsExpr json_contains_expr = 13; CallExpr call_expr = 14; NullExpr null_expr = 15; + GISFunctionFilterExpr gisfunction_filter_expr = 16; }; bool is_template = 20; } diff --git a/pkg/proto/planpb/plan.pb.go b/pkg/proto/planpb/plan.pb.go index 77b3d0e08fd..ed878344cfb 100644 --- a/pkg/proto/planpb/plan.pb.go +++ b/pkg/proto/planpb/plan.pb.go @@ -330,6 +330,70 @@ func (NullExpr_NullOp) EnumDescriptor() ([]byte, []int) { return file_plan_proto_rawDescGZIP(), []int{14, 0} } +type GISFunctionFilterExpr_GISOp int32 + +const ( + GISFunctionFilterExpr_Invalid GISFunctionFilterExpr_GISOp = 0 + GISFunctionFilterExpr_Equals GISFunctionFilterExpr_GISOp = 1 + GISFunctionFilterExpr_Touches GISFunctionFilterExpr_GISOp = 2 + GISFunctionFilterExpr_Overlaps GISFunctionFilterExpr_GISOp = 3 + GISFunctionFilterExpr_Crosses GISFunctionFilterExpr_GISOp = 4 + GISFunctionFilterExpr_Contains GISFunctionFilterExpr_GISOp = 5 + GISFunctionFilterExpr_Intersects GISFunctionFilterExpr_GISOp = 6 + GISFunctionFilterExpr_Within GISFunctionFilterExpr_GISOp = 7 +) + +// Enum value maps for GISFunctionFilterExpr_GISOp. +var ( + GISFunctionFilterExpr_GISOp_name = map[int32]string{ + 0: "Invalid", + 1: "Equals", + 2: "Touches", + 3: "Overlaps", + 4: "Crosses", + 5: "Contains", + 6: "Intersects", + 7: "Within", + } + GISFunctionFilterExpr_GISOp_value = map[string]int32{ + "Invalid": 0, + "Equals": 1, + "Touches": 2, + "Overlaps": 3, + "Crosses": 4, + "Contains": 5, + "Intersects": 6, + "Within": 7, + } +) + +func (x GISFunctionFilterExpr_GISOp) Enum() *GISFunctionFilterExpr_GISOp { + p := new(GISFunctionFilterExpr_GISOp) + *p = x + return p +} + +func (x GISFunctionFilterExpr_GISOp) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (GISFunctionFilterExpr_GISOp) Descriptor() protoreflect.EnumDescriptor { + return file_plan_proto_enumTypes[5].Descriptor() +} + +func (GISFunctionFilterExpr_GISOp) Type() protoreflect.EnumType { + return &file_plan_proto_enumTypes[5] +} + +func (x GISFunctionFilterExpr_GISOp) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use GISFunctionFilterExpr_GISOp.Descriptor instead. +func (GISFunctionFilterExpr_GISOp) EnumDescriptor() ([]byte, []int) { + return file_plan_proto_rawDescGZIP(), []int{15, 0} +} + type UnaryExpr_UnaryOp int32 const ( @@ -360,11 +424,11 @@ func (x UnaryExpr_UnaryOp) String() string { } func (UnaryExpr_UnaryOp) Descriptor() protoreflect.EnumDescriptor { - return file_plan_proto_enumTypes[5].Descriptor() + return file_plan_proto_enumTypes[6].Descriptor() } func (UnaryExpr_UnaryOp) Type() protoreflect.EnumType { - return &file_plan_proto_enumTypes[5] + return &file_plan_proto_enumTypes[6] } func (x UnaryExpr_UnaryOp) Number() protoreflect.EnumNumber { @@ -373,7 +437,7 @@ func (x UnaryExpr_UnaryOp) Number() protoreflect.EnumNumber { // Deprecated: Use UnaryExpr_UnaryOp.Descriptor instead. func (UnaryExpr_UnaryOp) EnumDescriptor() ([]byte, []int) { - return file_plan_proto_rawDescGZIP(), []int{15, 0} + return file_plan_proto_rawDescGZIP(), []int{16, 0} } type BinaryExpr_BinaryOp int32 @@ -409,11 +473,11 @@ func (x BinaryExpr_BinaryOp) String() string { } func (BinaryExpr_BinaryOp) Descriptor() protoreflect.EnumDescriptor { - return file_plan_proto_enumTypes[6].Descriptor() + return file_plan_proto_enumTypes[7].Descriptor() } func (BinaryExpr_BinaryOp) Type() protoreflect.EnumType { - return &file_plan_proto_enumTypes[6] + return &file_plan_proto_enumTypes[7] } func (x BinaryExpr_BinaryOp) Number() protoreflect.EnumNumber { @@ -422,7 +486,7 @@ func (x BinaryExpr_BinaryOp) Number() protoreflect.EnumNumber { // Deprecated: Use BinaryExpr_BinaryOp.Descriptor instead. func (BinaryExpr_BinaryOp) EnumDescriptor() ([]byte, []int) { - return file_plan_proto_rawDescGZIP(), []int{16, 0} + return file_plan_proto_rawDescGZIP(), []int{17, 0} } type GenericValue struct { @@ -1566,6 +1630,69 @@ func (x *NullExpr) GetOp() NullExpr_NullOp { return NullExpr_Invalid } +type GISFunctionFilterExpr struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + ColumnInfo *ColumnInfo `protobuf:"bytes,1,opt,name=column_info,json=columnInfo,proto3" json:"column_info,omitempty"` + WktString string `protobuf:"bytes,2,opt,name=wkt_string,json=wktString,proto3" json:"wkt_string,omitempty"` + Op GISFunctionFilterExpr_GISOp `protobuf:"varint,3,opt,name=op,proto3,enum=milvus.proto.plan.GISFunctionFilterExpr_GISOp" json:"op,omitempty"` +} + +func (x *GISFunctionFilterExpr) Reset() { + *x = GISFunctionFilterExpr{} + if protoimpl.UnsafeEnabled { + mi := &file_plan_proto_msgTypes[15] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *GISFunctionFilterExpr) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*GISFunctionFilterExpr) ProtoMessage() {} + +func (x *GISFunctionFilterExpr) ProtoReflect() protoreflect.Message { + mi := &file_plan_proto_msgTypes[15] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use GISFunctionFilterExpr.ProtoReflect.Descriptor instead. +func (*GISFunctionFilterExpr) Descriptor() ([]byte, []int) { + return file_plan_proto_rawDescGZIP(), []int{15} +} + +func (x *GISFunctionFilterExpr) GetColumnInfo() *ColumnInfo { + if x != nil { + return x.ColumnInfo + } + return nil +} + +func (x *GISFunctionFilterExpr) GetWktString() string { + if x != nil { + return x.WktString + } + return "" +} + +func (x *GISFunctionFilterExpr) GetOp() GISFunctionFilterExpr_GISOp { + if x != nil { + return x.Op + } + return GISFunctionFilterExpr_Invalid +} + type UnaryExpr struct { state protoimpl.MessageState sizeCache protoimpl.SizeCache @@ -1578,7 +1705,7 @@ type UnaryExpr struct { func (x *UnaryExpr) Reset() { *x = UnaryExpr{} if protoimpl.UnsafeEnabled { - mi := &file_plan_proto_msgTypes[15] + mi := &file_plan_proto_msgTypes[16] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1591,7 +1718,7 @@ func (x *UnaryExpr) String() string { func (*UnaryExpr) ProtoMessage() {} func (x *UnaryExpr) ProtoReflect() protoreflect.Message { - mi := &file_plan_proto_msgTypes[15] + mi := &file_plan_proto_msgTypes[16] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1604,7 +1731,7 @@ func (x *UnaryExpr) ProtoReflect() protoreflect.Message { // Deprecated: Use UnaryExpr.ProtoReflect.Descriptor instead. func (*UnaryExpr) Descriptor() ([]byte, []int) { - return file_plan_proto_rawDescGZIP(), []int{15} + return file_plan_proto_rawDescGZIP(), []int{16} } func (x *UnaryExpr) GetOp() UnaryExpr_UnaryOp { @@ -1634,7 +1761,7 @@ type BinaryExpr struct { func (x *BinaryExpr) Reset() { *x = BinaryExpr{} if protoimpl.UnsafeEnabled { - mi := &file_plan_proto_msgTypes[16] + mi := &file_plan_proto_msgTypes[17] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1647,7 +1774,7 @@ func (x *BinaryExpr) String() string { func (*BinaryExpr) ProtoMessage() {} func (x *BinaryExpr) ProtoReflect() protoreflect.Message { - mi := &file_plan_proto_msgTypes[16] + mi := &file_plan_proto_msgTypes[17] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1660,7 +1787,7 @@ func (x *BinaryExpr) ProtoReflect() protoreflect.Message { // Deprecated: Use BinaryExpr.ProtoReflect.Descriptor instead. func (*BinaryExpr) Descriptor() ([]byte, []int) { - return file_plan_proto_rawDescGZIP(), []int{16} + return file_plan_proto_rawDescGZIP(), []int{17} } func (x *BinaryExpr) GetOp() BinaryExpr_BinaryOp { @@ -1697,7 +1824,7 @@ type BinaryArithOp struct { func (x *BinaryArithOp) Reset() { *x = BinaryArithOp{} if protoimpl.UnsafeEnabled { - mi := &file_plan_proto_msgTypes[17] + mi := &file_plan_proto_msgTypes[18] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1710,7 +1837,7 @@ func (x *BinaryArithOp) String() string { func (*BinaryArithOp) ProtoMessage() {} func (x *BinaryArithOp) ProtoReflect() protoreflect.Message { - mi := &file_plan_proto_msgTypes[17] + mi := &file_plan_proto_msgTypes[18] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1723,7 +1850,7 @@ func (x *BinaryArithOp) ProtoReflect() protoreflect.Message { // Deprecated: Use BinaryArithOp.ProtoReflect.Descriptor instead. func (*BinaryArithOp) Descriptor() ([]byte, []int) { - return file_plan_proto_rawDescGZIP(), []int{17} + return file_plan_proto_rawDescGZIP(), []int{18} } func (x *BinaryArithOp) GetColumnInfo() *ColumnInfo { @@ -1760,7 +1887,7 @@ type BinaryArithExpr struct { func (x *BinaryArithExpr) Reset() { *x = BinaryArithExpr{} if protoimpl.UnsafeEnabled { - mi := &file_plan_proto_msgTypes[18] + mi := &file_plan_proto_msgTypes[19] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1773,7 +1900,7 @@ func (x *BinaryArithExpr) String() string { func (*BinaryArithExpr) ProtoMessage() {} func (x *BinaryArithExpr) ProtoReflect() protoreflect.Message { - mi := &file_plan_proto_msgTypes[18] + mi := &file_plan_proto_msgTypes[19] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1786,7 +1913,7 @@ func (x *BinaryArithExpr) ProtoReflect() protoreflect.Message { // Deprecated: Use BinaryArithExpr.ProtoReflect.Descriptor instead. func (*BinaryArithExpr) Descriptor() ([]byte, []int) { - return file_plan_proto_rawDescGZIP(), []int{18} + return file_plan_proto_rawDescGZIP(), []int{19} } func (x *BinaryArithExpr) GetLeft() *Expr { @@ -1827,7 +1954,7 @@ type BinaryArithOpEvalRangeExpr struct { func (x *BinaryArithOpEvalRangeExpr) Reset() { *x = BinaryArithOpEvalRangeExpr{} if protoimpl.UnsafeEnabled { - mi := &file_plan_proto_msgTypes[19] + mi := &file_plan_proto_msgTypes[20] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1840,7 +1967,7 @@ func (x *BinaryArithOpEvalRangeExpr) String() string { func (*BinaryArithOpEvalRangeExpr) ProtoMessage() {} func (x *BinaryArithOpEvalRangeExpr) ProtoReflect() protoreflect.Message { - mi := &file_plan_proto_msgTypes[19] + mi := &file_plan_proto_msgTypes[20] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1853,7 +1980,7 @@ func (x *BinaryArithOpEvalRangeExpr) ProtoReflect() protoreflect.Message { // Deprecated: Use BinaryArithOpEvalRangeExpr.ProtoReflect.Descriptor instead. func (*BinaryArithOpEvalRangeExpr) Descriptor() ([]byte, []int) { - return file_plan_proto_rawDescGZIP(), []int{19} + return file_plan_proto_rawDescGZIP(), []int{20} } func (x *BinaryArithOpEvalRangeExpr) GetColumnInfo() *ColumnInfo { @@ -1914,7 +2041,7 @@ type AlwaysTrueExpr struct { func (x *AlwaysTrueExpr) Reset() { *x = AlwaysTrueExpr{} if protoimpl.UnsafeEnabled { - mi := &file_plan_proto_msgTypes[20] + mi := &file_plan_proto_msgTypes[21] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1927,7 +2054,7 @@ func (x *AlwaysTrueExpr) String() string { func (*AlwaysTrueExpr) ProtoMessage() {} func (x *AlwaysTrueExpr) ProtoReflect() protoreflect.Message { - mi := &file_plan_proto_msgTypes[20] + mi := &file_plan_proto_msgTypes[21] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1940,7 +2067,7 @@ func (x *AlwaysTrueExpr) ProtoReflect() protoreflect.Message { // Deprecated: Use AlwaysTrueExpr.ProtoReflect.Descriptor instead. func (*AlwaysTrueExpr) Descriptor() ([]byte, []int) { - return file_plan_proto_rawDescGZIP(), []int{20} + return file_plan_proto_rawDescGZIP(), []int{21} } type Expr struct { @@ -1965,6 +2092,7 @@ type Expr struct { // *Expr_JsonContainsExpr // *Expr_CallExpr // *Expr_NullExpr + // *Expr_GisfunctionFilterExpr Expr isExpr_Expr `protobuf_oneof:"expr"` IsTemplate bool `protobuf:"varint,20,opt,name=is_template,json=isTemplate,proto3" json:"is_template,omitempty"` } @@ -1972,7 +2100,7 @@ type Expr struct { func (x *Expr) Reset() { *x = Expr{} if protoimpl.UnsafeEnabled { - mi := &file_plan_proto_msgTypes[21] + mi := &file_plan_proto_msgTypes[22] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1985,7 +2113,7 @@ func (x *Expr) String() string { func (*Expr) ProtoMessage() {} func (x *Expr) ProtoReflect() protoreflect.Message { - mi := &file_plan_proto_msgTypes[21] + mi := &file_plan_proto_msgTypes[22] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1998,7 +2126,7 @@ func (x *Expr) ProtoReflect() protoreflect.Message { // Deprecated: Use Expr.ProtoReflect.Descriptor instead. func (*Expr) Descriptor() ([]byte, []int) { - return file_plan_proto_rawDescGZIP(), []int{21} + return file_plan_proto_rawDescGZIP(), []int{22} } func (m *Expr) GetExpr() isExpr_Expr { @@ -2113,6 +2241,13 @@ func (x *Expr) GetNullExpr() *NullExpr { return nil } +func (x *Expr) GetGisfunctionFilterExpr() *GISFunctionFilterExpr { + if x, ok := x.GetExpr().(*Expr_GisfunctionFilterExpr); ok { + return x.GisfunctionFilterExpr + } + return nil +} + func (x *Expr) GetIsTemplate() bool { if x != nil { return x.IsTemplate @@ -2184,6 +2319,10 @@ type Expr_NullExpr struct { NullExpr *NullExpr `protobuf:"bytes,15,opt,name=null_expr,json=nullExpr,proto3,oneof"` } +type Expr_GisfunctionFilterExpr struct { + GisfunctionFilterExpr *GISFunctionFilterExpr `protobuf:"bytes,16,opt,name=gisfunction_filter_expr,json=gisfunctionFilterExpr,proto3,oneof"` +} + func (*Expr_TermExpr) isExpr_Expr() {} func (*Expr_UnaryExpr) isExpr_Expr() {} @@ -2214,6 +2353,8 @@ func (*Expr_CallExpr) isExpr_Expr() {} func (*Expr_NullExpr) isExpr_Expr() {} +func (*Expr_GisfunctionFilterExpr) isExpr_Expr() {} + type VectorANNS struct { state protoimpl.MessageState sizeCache protoimpl.SizeCache @@ -2229,7 +2370,7 @@ type VectorANNS struct { func (x *VectorANNS) Reset() { *x = VectorANNS{} if protoimpl.UnsafeEnabled { - mi := &file_plan_proto_msgTypes[22] + mi := &file_plan_proto_msgTypes[23] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -2242,7 +2383,7 @@ func (x *VectorANNS) String() string { func (*VectorANNS) ProtoMessage() {} func (x *VectorANNS) ProtoReflect() protoreflect.Message { - mi := &file_plan_proto_msgTypes[22] + mi := &file_plan_proto_msgTypes[23] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -2255,7 +2396,7 @@ func (x *VectorANNS) ProtoReflect() protoreflect.Message { // Deprecated: Use VectorANNS.ProtoReflect.Descriptor instead. func (*VectorANNS) Descriptor() ([]byte, []int) { - return file_plan_proto_rawDescGZIP(), []int{22} + return file_plan_proto_rawDescGZIP(), []int{23} } func (x *VectorANNS) GetVectorType() VectorType { @@ -2306,7 +2447,7 @@ type QueryPlanNode struct { func (x *QueryPlanNode) Reset() { *x = QueryPlanNode{} if protoimpl.UnsafeEnabled { - mi := &file_plan_proto_msgTypes[23] + mi := &file_plan_proto_msgTypes[24] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -2319,7 +2460,7 @@ func (x *QueryPlanNode) String() string { func (*QueryPlanNode) ProtoMessage() {} func (x *QueryPlanNode) ProtoReflect() protoreflect.Message { - mi := &file_plan_proto_msgTypes[23] + mi := &file_plan_proto_msgTypes[24] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -2332,7 +2473,7 @@ func (x *QueryPlanNode) ProtoReflect() protoreflect.Message { // Deprecated: Use QueryPlanNode.ProtoReflect.Descriptor instead. func (*QueryPlanNode) Descriptor() ([]byte, []int) { - return file_plan_proto_rawDescGZIP(), []int{23} + return file_plan_proto_rawDescGZIP(), []int{24} } func (x *QueryPlanNode) GetPredicates() *Expr { @@ -2374,7 +2515,7 @@ type PlanNode struct { func (x *PlanNode) Reset() { *x = PlanNode{} if protoimpl.UnsafeEnabled { - mi := &file_plan_proto_msgTypes[24] + mi := &file_plan_proto_msgTypes[25] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -2387,7 +2528,7 @@ func (x *PlanNode) String() string { func (*PlanNode) ProtoMessage() {} func (x *PlanNode) ProtoReflect() protoreflect.Message { - mi := &file_plan_proto_msgTypes[24] + mi := &file_plan_proto_msgTypes[25] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -2400,7 +2541,7 @@ func (x *PlanNode) ProtoReflect() protoreflect.Message { // Deprecated: Use PlanNode.ProtoReflect.Descriptor instead. func (*PlanNode) Descriptor() ([]byte, []int) { - return file_plan_proto_rawDescGZIP(), []int{24} + return file_plan_proto_rawDescGZIP(), []int{25} } func (m *PlanNode) GetNode() isPlanNode_Node { @@ -2691,228 +2832,253 @@ var file_plan_proto_rawDesc = []byte{ 0x72, 0x2e, 0x4e, 0x75, 0x6c, 0x6c, 0x4f, 0x70, 0x52, 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[]interface{}{ (OpType)(0), // 0: milvus.proto.plan.OpType (ArithOpType)(0), // 1: milvus.proto.plan.ArithOpType (VectorType)(0), // 2: milvus.proto.plan.VectorType (JSONContainsExpr_JSONOp)(0), // 3: milvus.proto.plan.JSONContainsExpr.JSONOp (NullExpr_NullOp)(0), // 4: milvus.proto.plan.NullExpr.NullOp - (UnaryExpr_UnaryOp)(0), // 5: milvus.proto.plan.UnaryExpr.UnaryOp - (BinaryExpr_BinaryOp)(0), // 6: milvus.proto.plan.BinaryExpr.BinaryOp - (*GenericValue)(nil), // 7: milvus.proto.plan.GenericValue - (*Array)(nil), // 8: milvus.proto.plan.Array - (*SearchIteratorV2Info)(nil), // 9: milvus.proto.plan.SearchIteratorV2Info - (*QueryInfo)(nil), // 10: milvus.proto.plan.QueryInfo - (*ColumnInfo)(nil), // 11: milvus.proto.plan.ColumnInfo - (*ColumnExpr)(nil), // 12: milvus.proto.plan.ColumnExpr - (*ExistsExpr)(nil), // 13: milvus.proto.plan.ExistsExpr - (*ValueExpr)(nil), // 14: milvus.proto.plan.ValueExpr - (*UnaryRangeExpr)(nil), // 15: milvus.proto.plan.UnaryRangeExpr - (*BinaryRangeExpr)(nil), // 16: milvus.proto.plan.BinaryRangeExpr - (*CallExpr)(nil), // 17: milvus.proto.plan.CallExpr - (*CompareExpr)(nil), // 18: milvus.proto.plan.CompareExpr - (*TermExpr)(nil), // 19: milvus.proto.plan.TermExpr - (*JSONContainsExpr)(nil), // 20: milvus.proto.plan.JSONContainsExpr - (*NullExpr)(nil), // 21: milvus.proto.plan.NullExpr - (*UnaryExpr)(nil), // 22: milvus.proto.plan.UnaryExpr - (*BinaryExpr)(nil), // 23: milvus.proto.plan.BinaryExpr - (*BinaryArithOp)(nil), // 24: milvus.proto.plan.BinaryArithOp - (*BinaryArithExpr)(nil), // 25: milvus.proto.plan.BinaryArithExpr - (*BinaryArithOpEvalRangeExpr)(nil), // 26: milvus.proto.plan.BinaryArithOpEvalRangeExpr - (*AlwaysTrueExpr)(nil), // 27: milvus.proto.plan.AlwaysTrueExpr - (*Expr)(nil), // 28: milvus.proto.plan.Expr - (*VectorANNS)(nil), // 29: milvus.proto.plan.VectorANNS - (*QueryPlanNode)(nil), // 30: milvus.proto.plan.QueryPlanNode - (*PlanNode)(nil), // 31: milvus.proto.plan.PlanNode - (schemapb.DataType)(0), // 32: milvus.proto.schema.DataType + (GISFunctionFilterExpr_GISOp)(0), // 5: milvus.proto.plan.GISFunctionFilterExpr.GISOp + (UnaryExpr_UnaryOp)(0), // 6: milvus.proto.plan.UnaryExpr.UnaryOp + (BinaryExpr_BinaryOp)(0), // 7: milvus.proto.plan.BinaryExpr.BinaryOp + (*GenericValue)(nil), // 8: milvus.proto.plan.GenericValue + (*Array)(nil), // 9: milvus.proto.plan.Array + (*SearchIteratorV2Info)(nil), // 10: milvus.proto.plan.SearchIteratorV2Info + (*QueryInfo)(nil), // 11: milvus.proto.plan.QueryInfo + (*ColumnInfo)(nil), // 12: milvus.proto.plan.ColumnInfo + (*ColumnExpr)(nil), // 13: milvus.proto.plan.ColumnExpr + (*ExistsExpr)(nil), // 14: milvus.proto.plan.ExistsExpr + (*ValueExpr)(nil), // 15: milvus.proto.plan.ValueExpr + (*UnaryRangeExpr)(nil), // 16: milvus.proto.plan.UnaryRangeExpr + (*BinaryRangeExpr)(nil), // 17: milvus.proto.plan.BinaryRangeExpr + (*CallExpr)(nil), // 18: milvus.proto.plan.CallExpr + (*CompareExpr)(nil), // 19: milvus.proto.plan.CompareExpr + (*TermExpr)(nil), // 20: milvus.proto.plan.TermExpr + (*JSONContainsExpr)(nil), // 21: milvus.proto.plan.JSONContainsExpr + (*NullExpr)(nil), // 22: milvus.proto.plan.NullExpr + (*GISFunctionFilterExpr)(nil), // 23: milvus.proto.plan.GISFunctionFilterExpr + (*UnaryExpr)(nil), // 24: milvus.proto.plan.UnaryExpr + (*BinaryExpr)(nil), // 25: milvus.proto.plan.BinaryExpr + (*BinaryArithOp)(nil), // 26: milvus.proto.plan.BinaryArithOp + (*BinaryArithExpr)(nil), // 27: milvus.proto.plan.BinaryArithExpr + (*BinaryArithOpEvalRangeExpr)(nil), // 28: milvus.proto.plan.BinaryArithOpEvalRangeExpr + (*AlwaysTrueExpr)(nil), // 29: milvus.proto.plan.AlwaysTrueExpr + (*Expr)(nil), // 30: milvus.proto.plan.Expr + (*VectorANNS)(nil), // 31: milvus.proto.plan.VectorANNS + (*QueryPlanNode)(nil), // 32: milvus.proto.plan.QueryPlanNode + (*PlanNode)(nil), // 33: milvus.proto.plan.PlanNode + (schemapb.DataType)(0), // 34: milvus.proto.schema.DataType } var file_plan_proto_depIdxs = []int32{ - 8, // 0: milvus.proto.plan.GenericValue.array_val:type_name -> milvus.proto.plan.Array - 7, // 1: milvus.proto.plan.Array.array:type_name -> milvus.proto.plan.GenericValue - 32, // 2: milvus.proto.plan.Array.element_type:type_name -> milvus.proto.schema.DataType - 9, // 3: milvus.proto.plan.QueryInfo.search_iterator_v2_info:type_name -> milvus.proto.plan.SearchIteratorV2Info - 32, // 4: milvus.proto.plan.ColumnInfo.data_type:type_name -> milvus.proto.schema.DataType - 32, // 5: milvus.proto.plan.ColumnInfo.element_type:type_name -> milvus.proto.schema.DataType - 11, // 6: milvus.proto.plan.ColumnExpr.info:type_name -> milvus.proto.plan.ColumnInfo - 11, // 7: milvus.proto.plan.ExistsExpr.info:type_name -> milvus.proto.plan.ColumnInfo - 7, // 8: milvus.proto.plan.ValueExpr.value:type_name -> milvus.proto.plan.GenericValue - 11, // 9: milvus.proto.plan.UnaryRangeExpr.column_info:type_name -> milvus.proto.plan.ColumnInfo + 9, // 0: milvus.proto.plan.GenericValue.array_val:type_name -> milvus.proto.plan.Array + 8, // 1: milvus.proto.plan.Array.array:type_name -> milvus.proto.plan.GenericValue + 34, // 2: milvus.proto.plan.Array.element_type:type_name -> milvus.proto.schema.DataType + 10, // 3: milvus.proto.plan.QueryInfo.search_iterator_v2_info:type_name -> milvus.proto.plan.SearchIteratorV2Info + 34, // 4: milvus.proto.plan.ColumnInfo.data_type:type_name -> milvus.proto.schema.DataType + 34, // 5: milvus.proto.plan.ColumnInfo.element_type:type_name -> milvus.proto.schema.DataType + 12, // 6: milvus.proto.plan.ColumnExpr.info:type_name -> milvus.proto.plan.ColumnInfo + 12, // 7: milvus.proto.plan.ExistsExpr.info:type_name -> milvus.proto.plan.ColumnInfo + 8, // 8: milvus.proto.plan.ValueExpr.value:type_name -> milvus.proto.plan.GenericValue + 12, // 9: milvus.proto.plan.UnaryRangeExpr.column_info:type_name -> milvus.proto.plan.ColumnInfo 0, // 10: milvus.proto.plan.UnaryRangeExpr.op:type_name -> milvus.proto.plan.OpType - 7, // 11: milvus.proto.plan.UnaryRangeExpr.value:type_name -> milvus.proto.plan.GenericValue - 7, // 12: milvus.proto.plan.UnaryRangeExpr.extra_values:type_name -> milvus.proto.plan.GenericValue - 11, // 13: milvus.proto.plan.BinaryRangeExpr.column_info:type_name -> milvus.proto.plan.ColumnInfo - 7, // 14: milvus.proto.plan.BinaryRangeExpr.lower_value:type_name -> milvus.proto.plan.GenericValue - 7, // 15: milvus.proto.plan.BinaryRangeExpr.upper_value:type_name -> milvus.proto.plan.GenericValue - 28, // 16: milvus.proto.plan.CallExpr.function_parameters:type_name -> milvus.proto.plan.Expr - 11, // 17: milvus.proto.plan.CompareExpr.left_column_info:type_name -> milvus.proto.plan.ColumnInfo - 11, // 18: milvus.proto.plan.CompareExpr.right_column_info:type_name -> milvus.proto.plan.ColumnInfo + 8, // 11: milvus.proto.plan.UnaryRangeExpr.value:type_name -> milvus.proto.plan.GenericValue + 8, // 12: milvus.proto.plan.UnaryRangeExpr.extra_values:type_name -> milvus.proto.plan.GenericValue + 12, // 13: milvus.proto.plan.BinaryRangeExpr.column_info:type_name -> milvus.proto.plan.ColumnInfo + 8, // 14: milvus.proto.plan.BinaryRangeExpr.lower_value:type_name -> milvus.proto.plan.GenericValue + 8, // 15: milvus.proto.plan.BinaryRangeExpr.upper_value:type_name -> milvus.proto.plan.GenericValue + 30, // 16: milvus.proto.plan.CallExpr.function_parameters:type_name -> milvus.proto.plan.Expr + 12, // 17: milvus.proto.plan.CompareExpr.left_column_info:type_name -> milvus.proto.plan.ColumnInfo + 12, // 18: milvus.proto.plan.CompareExpr.right_column_info:type_name -> milvus.proto.plan.ColumnInfo 0, // 19: milvus.proto.plan.CompareExpr.op:type_name -> milvus.proto.plan.OpType - 11, // 20: milvus.proto.plan.TermExpr.column_info:type_name -> milvus.proto.plan.ColumnInfo - 7, // 21: milvus.proto.plan.TermExpr.values:type_name -> milvus.proto.plan.GenericValue - 11, // 22: milvus.proto.plan.JSONContainsExpr.column_info:type_name -> milvus.proto.plan.ColumnInfo - 7, // 23: milvus.proto.plan.JSONContainsExpr.elements:type_name -> milvus.proto.plan.GenericValue + 12, // 20: milvus.proto.plan.TermExpr.column_info:type_name -> milvus.proto.plan.ColumnInfo + 8, // 21: milvus.proto.plan.TermExpr.values:type_name -> milvus.proto.plan.GenericValue + 12, // 22: milvus.proto.plan.JSONContainsExpr.column_info:type_name -> milvus.proto.plan.ColumnInfo + 8, // 23: milvus.proto.plan.JSONContainsExpr.elements:type_name -> milvus.proto.plan.GenericValue 3, // 24: milvus.proto.plan.JSONContainsExpr.op:type_name -> milvus.proto.plan.JSONContainsExpr.JSONOp - 11, // 25: milvus.proto.plan.NullExpr.column_info:type_name -> milvus.proto.plan.ColumnInfo + 12, // 25: milvus.proto.plan.NullExpr.column_info:type_name -> milvus.proto.plan.ColumnInfo 4, // 26: milvus.proto.plan.NullExpr.op:type_name -> milvus.proto.plan.NullExpr.NullOp - 5, // 27: milvus.proto.plan.UnaryExpr.op:type_name -> milvus.proto.plan.UnaryExpr.UnaryOp - 28, // 28: milvus.proto.plan.UnaryExpr.child:type_name -> milvus.proto.plan.Expr - 6, // 29: milvus.proto.plan.BinaryExpr.op:type_name -> milvus.proto.plan.BinaryExpr.BinaryOp - 28, // 30: milvus.proto.plan.BinaryExpr.left:type_name -> milvus.proto.plan.Expr - 28, // 31: milvus.proto.plan.BinaryExpr.right:type_name -> milvus.proto.plan.Expr - 11, // 32: milvus.proto.plan.BinaryArithOp.column_info:type_name -> milvus.proto.plan.ColumnInfo - 1, // 33: milvus.proto.plan.BinaryArithOp.arith_op:type_name -> milvus.proto.plan.ArithOpType - 7, // 34: milvus.proto.plan.BinaryArithOp.right_operand:type_name -> milvus.proto.plan.GenericValue - 28, // 35: milvus.proto.plan.BinaryArithExpr.left:type_name -> milvus.proto.plan.Expr - 28, // 36: milvus.proto.plan.BinaryArithExpr.right:type_name -> milvus.proto.plan.Expr - 1, // 37: milvus.proto.plan.BinaryArithExpr.op:type_name -> milvus.proto.plan.ArithOpType - 11, // 38: milvus.proto.plan.BinaryArithOpEvalRangeExpr.column_info:type_name -> milvus.proto.plan.ColumnInfo - 1, // 39: milvus.proto.plan.BinaryArithOpEvalRangeExpr.arith_op:type_name -> milvus.proto.plan.ArithOpType - 7, // 40: milvus.proto.plan.BinaryArithOpEvalRangeExpr.right_operand:type_name -> milvus.proto.plan.GenericValue - 0, // 41: milvus.proto.plan.BinaryArithOpEvalRangeExpr.op:type_name -> milvus.proto.plan.OpType - 7, // 42: milvus.proto.plan.BinaryArithOpEvalRangeExpr.value:type_name -> milvus.proto.plan.GenericValue - 19, // 43: milvus.proto.plan.Expr.term_expr:type_name -> milvus.proto.plan.TermExpr - 22, // 44: milvus.proto.plan.Expr.unary_expr:type_name -> milvus.proto.plan.UnaryExpr - 23, // 45: milvus.proto.plan.Expr.binary_expr:type_name -> milvus.proto.plan.BinaryExpr - 18, // 46: milvus.proto.plan.Expr.compare_expr:type_name -> milvus.proto.plan.CompareExpr - 15, // 47: milvus.proto.plan.Expr.unary_range_expr:type_name -> milvus.proto.plan.UnaryRangeExpr - 16, // 48: milvus.proto.plan.Expr.binary_range_expr:type_name -> milvus.proto.plan.BinaryRangeExpr - 26, // 49: milvus.proto.plan.Expr.binary_arith_op_eval_range_expr:type_name -> milvus.proto.plan.BinaryArithOpEvalRangeExpr - 25, // 50: milvus.proto.plan.Expr.binary_arith_expr:type_name -> milvus.proto.plan.BinaryArithExpr - 14, // 51: milvus.proto.plan.Expr.value_expr:type_name -> milvus.proto.plan.ValueExpr - 12, // 52: milvus.proto.plan.Expr.column_expr:type_name -> milvus.proto.plan.ColumnExpr - 13, // 53: milvus.proto.plan.Expr.exists_expr:type_name -> milvus.proto.plan.ExistsExpr - 27, // 54: milvus.proto.plan.Expr.always_true_expr:type_name -> milvus.proto.plan.AlwaysTrueExpr - 20, // 55: milvus.proto.plan.Expr.json_contains_expr:type_name -> milvus.proto.plan.JSONContainsExpr - 17, // 56: milvus.proto.plan.Expr.call_expr:type_name -> milvus.proto.plan.CallExpr - 21, // 57: milvus.proto.plan.Expr.null_expr:type_name -> milvus.proto.plan.NullExpr - 2, // 58: milvus.proto.plan.VectorANNS.vector_type:type_name -> milvus.proto.plan.VectorType - 28, // 59: milvus.proto.plan.VectorANNS.predicates:type_name -> milvus.proto.plan.Expr - 10, // 60: milvus.proto.plan.VectorANNS.query_info:type_name -> milvus.proto.plan.QueryInfo - 28, // 61: milvus.proto.plan.QueryPlanNode.predicates:type_name -> milvus.proto.plan.Expr - 29, // 62: milvus.proto.plan.PlanNode.vector_anns:type_name -> milvus.proto.plan.VectorANNS - 28, // 63: milvus.proto.plan.PlanNode.predicates:type_name -> milvus.proto.plan.Expr - 30, // 64: milvus.proto.plan.PlanNode.query:type_name -> milvus.proto.plan.QueryPlanNode - 65, // [65:65] is the sub-list for method output_type - 65, // [65:65] is the sub-list for method input_type - 65, // [65:65] is the sub-list for extension type_name - 65, // [65:65] is the sub-list for extension extendee - 0, // [0:65] is the sub-list for field type_name + 12, // 27: milvus.proto.plan.GISFunctionFilterExpr.column_info:type_name -> milvus.proto.plan.ColumnInfo + 5, // 28: milvus.proto.plan.GISFunctionFilterExpr.op:type_name -> milvus.proto.plan.GISFunctionFilterExpr.GISOp + 6, // 29: milvus.proto.plan.UnaryExpr.op:type_name -> milvus.proto.plan.UnaryExpr.UnaryOp + 30, // 30: milvus.proto.plan.UnaryExpr.child:type_name -> milvus.proto.plan.Expr + 7, // 31: milvus.proto.plan.BinaryExpr.op:type_name -> milvus.proto.plan.BinaryExpr.BinaryOp + 30, // 32: milvus.proto.plan.BinaryExpr.left:type_name -> milvus.proto.plan.Expr + 30, // 33: milvus.proto.plan.BinaryExpr.right:type_name -> milvus.proto.plan.Expr + 12, // 34: milvus.proto.plan.BinaryArithOp.column_info:type_name -> milvus.proto.plan.ColumnInfo + 1, // 35: milvus.proto.plan.BinaryArithOp.arith_op:type_name -> milvus.proto.plan.ArithOpType + 8, // 36: milvus.proto.plan.BinaryArithOp.right_operand:type_name -> milvus.proto.plan.GenericValue + 30, // 37: milvus.proto.plan.BinaryArithExpr.left:type_name -> milvus.proto.plan.Expr + 30, // 38: milvus.proto.plan.BinaryArithExpr.right:type_name -> milvus.proto.plan.Expr + 1, // 39: milvus.proto.plan.BinaryArithExpr.op:type_name -> milvus.proto.plan.ArithOpType + 12, // 40: milvus.proto.plan.BinaryArithOpEvalRangeExpr.column_info:type_name -> milvus.proto.plan.ColumnInfo + 1, // 41: milvus.proto.plan.BinaryArithOpEvalRangeExpr.arith_op:type_name -> milvus.proto.plan.ArithOpType + 8, // 42: milvus.proto.plan.BinaryArithOpEvalRangeExpr.right_operand:type_name -> milvus.proto.plan.GenericValue + 0, // 43: milvus.proto.plan.BinaryArithOpEvalRangeExpr.op:type_name -> milvus.proto.plan.OpType + 8, // 44: milvus.proto.plan.BinaryArithOpEvalRangeExpr.value:type_name -> milvus.proto.plan.GenericValue + 20, // 45: milvus.proto.plan.Expr.term_expr:type_name -> milvus.proto.plan.TermExpr + 24, // 46: milvus.proto.plan.Expr.unary_expr:type_name -> milvus.proto.plan.UnaryExpr + 25, // 47: milvus.proto.plan.Expr.binary_expr:type_name -> milvus.proto.plan.BinaryExpr + 19, // 48: milvus.proto.plan.Expr.compare_expr:type_name -> milvus.proto.plan.CompareExpr + 16, // 49: milvus.proto.plan.Expr.unary_range_expr:type_name -> milvus.proto.plan.UnaryRangeExpr + 17, // 50: milvus.proto.plan.Expr.binary_range_expr:type_name -> milvus.proto.plan.BinaryRangeExpr + 28, // 51: milvus.proto.plan.Expr.binary_arith_op_eval_range_expr:type_name -> milvus.proto.plan.BinaryArithOpEvalRangeExpr + 27, // 52: milvus.proto.plan.Expr.binary_arith_expr:type_name -> milvus.proto.plan.BinaryArithExpr + 15, // 53: milvus.proto.plan.Expr.value_expr:type_name -> milvus.proto.plan.ValueExpr + 13, // 54: milvus.proto.plan.Expr.column_expr:type_name -> milvus.proto.plan.ColumnExpr + 14, // 55: milvus.proto.plan.Expr.exists_expr:type_name -> milvus.proto.plan.ExistsExpr + 29, // 56: milvus.proto.plan.Expr.always_true_expr:type_name -> milvus.proto.plan.AlwaysTrueExpr + 21, // 57: milvus.proto.plan.Expr.json_contains_expr:type_name -> milvus.proto.plan.JSONContainsExpr + 18, // 58: milvus.proto.plan.Expr.call_expr:type_name -> milvus.proto.plan.CallExpr + 22, // 59: milvus.proto.plan.Expr.null_expr:type_name -> milvus.proto.plan.NullExpr + 23, // 60: milvus.proto.plan.Expr.gisfunction_filter_expr:type_name -> milvus.proto.plan.GISFunctionFilterExpr + 2, // 61: milvus.proto.plan.VectorANNS.vector_type:type_name -> milvus.proto.plan.VectorType + 30, // 62: milvus.proto.plan.VectorANNS.predicates:type_name -> milvus.proto.plan.Expr + 11, // 63: milvus.proto.plan.VectorANNS.query_info:type_name -> milvus.proto.plan.QueryInfo + 30, // 64: milvus.proto.plan.QueryPlanNode.predicates:type_name -> milvus.proto.plan.Expr + 31, // 65: milvus.proto.plan.PlanNode.vector_anns:type_name -> milvus.proto.plan.VectorANNS + 30, // 66: milvus.proto.plan.PlanNode.predicates:type_name -> milvus.proto.plan.Expr + 32, // 67: milvus.proto.plan.PlanNode.query:type_name -> milvus.proto.plan.QueryPlanNode + 68, // [68:68] is the sub-list for method output_type + 68, // [68:68] is the sub-list for method input_type + 68, // [68:68] is the sub-list for extension type_name + 68, // [68:68] is the sub-list for extension extendee + 0, // [0:68] is the sub-list for field type_name } func init() { file_plan_proto_init() } @@ -3224,7 +3395,7 @@ func file_plan_proto_init() { } } file_plan_proto_msgTypes[15].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*UnaryExpr); i { + switch v := v.(*GISFunctionFilterExpr); i { case 0: return &v.state case 1: @@ -3236,7 +3407,7 @@ func file_plan_proto_init() { } } file_plan_proto_msgTypes[16].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*BinaryExpr); i { + switch v := v.(*UnaryExpr); i { case 0: return &v.state case 1: @@ -3248,7 +3419,7 @@ func file_plan_proto_init() { } } file_plan_proto_msgTypes[17].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*BinaryArithOp); i { + switch v := v.(*BinaryExpr); i { case 0: return &v.state case 1: @@ -3260,7 +3431,7 @@ func file_plan_proto_init() { } } file_plan_proto_msgTypes[18].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*BinaryArithExpr); i { + switch v := v.(*BinaryArithOp); i { case 0: return &v.state case 1: @@ -3272,7 +3443,7 @@ func file_plan_proto_init() { } } file_plan_proto_msgTypes[19].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*BinaryArithOpEvalRangeExpr); i { + switch v := v.(*BinaryArithExpr); i { case 0: return &v.state case 1: @@ -3284,7 +3455,7 @@ func file_plan_proto_init() { } } file_plan_proto_msgTypes[20].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*AlwaysTrueExpr); i { + switch v := v.(*BinaryArithOpEvalRangeExpr); i { case 0: return &v.state case 1: @@ -3296,7 +3467,7 @@ func file_plan_proto_init() { } } file_plan_proto_msgTypes[21].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*Expr); i { + switch v := v.(*AlwaysTrueExpr); i { case 0: return &v.state case 1: @@ -3308,7 +3479,7 @@ func file_plan_proto_init() { } } file_plan_proto_msgTypes[22].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*VectorANNS); i { + switch v := v.(*Expr); i { case 0: return &v.state case 1: @@ -3320,7 +3491,7 @@ func file_plan_proto_init() { } } file_plan_proto_msgTypes[23].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*QueryPlanNode); i { + switch v := v.(*VectorANNS); i { case 0: return &v.state case 1: @@ -3332,6 +3503,18 @@ func file_plan_proto_init() { } } file_plan_proto_msgTypes[24].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*QueryPlanNode); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_plan_proto_msgTypes[25].Exporter = func(v interface{}, i int) interface{} { switch v := v.(*PlanNode); i { case 0: return &v.state @@ -3353,7 +3536,7 @@ func file_plan_proto_init() { } file_plan_proto_msgTypes[2].OneofWrappers = []interface{}{} file_plan_proto_msgTypes[3].OneofWrappers = []interface{}{} - file_plan_proto_msgTypes[21].OneofWrappers = []interface{}{ + file_plan_proto_msgTypes[22].OneofWrappers = []interface{}{ (*Expr_TermExpr)(nil), (*Expr_UnaryExpr)(nil), (*Expr_BinaryExpr)(nil), @@ -3369,8 +3552,9 @@ func file_plan_proto_init() { (*Expr_JsonContainsExpr)(nil), (*Expr_CallExpr)(nil), (*Expr_NullExpr)(nil), + (*Expr_GisfunctionFilterExpr)(nil), } - file_plan_proto_msgTypes[24].OneofWrappers = []interface{}{ + file_plan_proto_msgTypes[25].OneofWrappers = []interface{}{ (*PlanNode_VectorAnns)(nil), (*PlanNode_Predicates)(nil), (*PlanNode_Query)(nil), @@ -3380,8 +3564,8 @@ func file_plan_proto_init() { File: protoimpl.DescBuilder{ GoPackagePath: reflect.TypeOf(x{}).PkgPath(), RawDescriptor: file_plan_proto_rawDesc, - NumEnums: 7, - NumMessages: 25, + NumEnums: 8, + NumMessages: 26, NumExtensions: 0, NumServices: 0, }, diff --git a/pkg/util/funcutil/func.go b/pkg/util/funcutil/func.go index 15555eb9563..df9355556df 100644 --- a/pkg/util/funcutil/func.go +++ b/pkg/util/funcutil/func.go @@ -379,6 +379,8 @@ func GetNumRowOfFieldDataWithSchema(fieldData *schemapb.FieldData, helper *typeu fieldNumRows = getNumRowsOfScalarField(fieldData.GetScalars().GetArrayData().GetData()) case schemapb.DataType_JSON: fieldNumRows = getNumRowsOfScalarField(fieldData.GetScalars().GetJsonData().GetData()) + case schemapb.DataType_Geometry: + fieldNumRows = getNumRowsOfScalarField(fieldData.GetScalars().GetGeometryData().GetData()) case schemapb.DataType_FloatVector: dim := fieldData.GetVectors().GetDim() fieldNumRows, err = GetNumRowsOfFloatVectorField(fieldData.GetVectors().GetFloatVector().GetData(), dim) @@ -436,6 +438,8 @@ func GetNumRowOfFieldData(fieldData *schemapb.FieldData) (uint64, error) { fieldNumRows = getNumRowsOfScalarField(scalarField.GetArrayData().Data) case *schemapb.ScalarField_JsonData: fieldNumRows = getNumRowsOfScalarField(scalarField.GetJsonData().Data) + case *schemapb.ScalarField_GeometryData: + fieldNumRows = getNumRowsOfScalarField(scalarField.GetGeometryData().Data) default: return 0, fmt.Errorf("%s is not supported now", scalarType) } diff --git a/pkg/util/paramtable/autoindex_param.go b/pkg/util/paramtable/autoindex_param.go index 971ed1552da..61c7020cb81 100644 --- a/pkg/util/paramtable/autoindex_param.go +++ b/pkg/util/paramtable/autoindex_param.go @@ -46,14 +46,15 @@ type AutoIndexConfig struct { AutoIndexSearchConfig ParamItem `refreshable:"true"` AutoIndexTuningConfig ParamGroup `refreshable:"true"` - ScalarAutoIndexEnable ParamItem `refreshable:"true"` - ScalarAutoIndexParams ParamItem `refreshable:"true"` - ScalarNumericIndexType ParamItem `refreshable:"true"` - ScalarIntIndexType ParamItem `refreshable:"true"` - ScalarVarcharIndexType ParamItem `refreshable:"true"` - ScalarBoolIndexType ParamItem `refreshable:"true"` - ScalarFloatIndexType ParamItem `refreshable:"true"` - ScalarJSONIndexType ParamItem `refreshable:"true"` + ScalarAutoIndexEnable ParamItem `refreshable:"true"` + ScalarAutoIndexParams ParamItem `refreshable:"true"` + ScalarNumericIndexType ParamItem `refreshable:"true"` + ScalarIntIndexType ParamItem `refreshable:"true"` + ScalarVarcharIndexType ParamItem `refreshable:"true"` + ScalarBoolIndexType ParamItem `refreshable:"true"` + ScalarFloatIndexType ParamItem `refreshable:"true"` + ScalarJSONIndexType ParamItem `refreshable:"true"` + ScalarGeometryIndexType ParamItem `refreshable:"true"` BitmapCardinalityLimit ParamItem `refreshable:"true"` } @@ -167,7 +168,7 @@ func (p *AutoIndexConfig) init(base *BaseTable) { p.ScalarAutoIndexParams = ParamItem{ Key: "scalarAutoIndex.params.build", Version: "2.4.0", - DefaultValue: `{"int": "HYBRID","varchar": "HYBRID","bool": "BITMAP", "float": "INVERTED", "json": "INVERTED"}`, + DefaultValue: `{"int": "HYBRID","varchar": "HYBRID","bool": "BITMAP", "float": "INVERTED", "json": "INVERTED", "geometry": "RTREE"}`, } p.ScalarAutoIndexParams.Init(base.mgr) @@ -220,6 +221,18 @@ func (p *AutoIndexConfig) init(base *BaseTable) { } p.ScalarJSONIndexType.Init(base.mgr) + p.ScalarGeometryIndexType = ParamItem{ + Version: "2.5.16", + Formatter: func(v string) string { + m := p.ScalarAutoIndexParams.GetAsJSONMap() + if m == nil { + return "" + } + return m["geometry"] + }, + } + p.ScalarGeometryIndexType.Init(base.mgr) + p.BitmapCardinalityLimit = ParamItem{ Key: "scalarAutoIndex.params.bitmapCardinalityLimit", Version: "2.5.0", diff --git a/pkg/util/testutils/gen_data.go b/pkg/util/testutils/gen_data.go index 67cfdf2d15f..493a553610e 100644 --- a/pkg/util/testutils/gen_data.go +++ b/pkg/util/testutils/gen_data.go @@ -26,6 +26,8 @@ import ( "strconv" "strings" + "github.com/twpayne/go-geom/encoding/wkb" + "github.com/twpayne/go-geom/encoding/wkt" "github.com/x448/float16" "github.com/milvus-io/milvus-proto/go-api/v2/schemapb" @@ -149,6 +151,57 @@ func GenerateJSONArray(numRows int) [][]byte { return ret } +// milvus core compoent view geometry as wkb bytes +func GenerateGeometryArray(numRows int) [][]byte { + ret := make([][]byte, 0, numRows) + const ( + point = "POINT (30.123 -10.456)" + linestring = "LINESTRING (30.123 -10.456, 10.789 30.123, -40.567 40.890)" + polygon = "POLYGON ((30.123 -10.456, 40.678 40.890, 20.345 40.567, 10.123 20.456, 30.123 -10.456))" + multipoint = "MULTIPOINT ((10.111 40.222), (40.333 30.444), (20.555 20.666), (30.777 10.888))" + multilinestring = "MULTILINESTRING ((10.111 10.222, 20.333 20.444), (15.555 15.666, 25.777 25.888), (-30.999 20.000, 40.111 30.222))" + multipolygon = "MULTIPOLYGON (((30.123 -10.456, 40.678 40.890, 20.345 40.567, 10.123 20.456, 30.123 -10.456)),((15.123 5.456, 25.678 5.890, 25.345 15.567, 15.123 15.456, 15.123 5.456)))" + ) + wktArray := [6]string{point, linestring, polygon, multipoint, multilinestring, multipolygon} + for i := 0; i < numRows; i++ { + // data of wkt string bytes ,consider to be process by proxy + if i == numRows-1 { + geomT, _ := wkt.Unmarshal("POINT (-84.036 39.997)") // add a special point finally for test + wkbdata, _ := wkb.Marshal(geomT, wkb.NDR) + ret = append(ret, wkbdata) + continue + } + geomT, _ := wkt.Unmarshal(wktArray[i%6]) + wkbdata, _ := wkb.Marshal(geomT, wkb.NDR) + ret = append(ret, wkbdata) + } + return ret +} + +// milvus client and proxy's insert request input view geometry data as wkt strings +func GenerateGeometryWktArray(numRows int) [][]byte { + ret := make([][]byte, 0, numRows) + const ( + point = "POINT (30.123 -10.456)" + linestring = "LINESTRING (30.123 -10.456, 10.789 30.123, -40.567 40.890)" + polygon = "POLYGON ((30.123 -10.456, 40.678 40.890, 20.345 40.567, 10.123 20.456, 30.123 -10.456))" + multipoint = "MULTIPOINT ((10.111 40.222), (40.333 30.444), (20.555 20.666), (30.777 10.888))" + multilinestring = "MULTILINESTRING ((10.111 10.222, 20.333 20.444), (15.555 15.666, 25.777 25.888), (-30.999 20.000, 40.111 30.222))" + multipolygon = "MULTIPOLYGON (((30.123 -10.456, 40.678 40.890, 20.345 40.567, 10.123 20.456, 30.123 -10.456)),((15.123 5.456, 25.678 5.890, 25.345 15.567, 15.123 15.456, 15.123 5.456)))" + ) + wktArray := [6]string{point, linestring, polygon, multipoint, multilinestring, multipolygon} + for i := 0; i < numRows; i++ { + // data of wkt string bytes ,consider to be process by proxy + if i == numRows-1 { + ret = append(ret, []byte("POINT (-84.036 39.997)")) + continue + } + + ret = append(ret, []byte(wktArray[i%6])) + } + return ret +} + func GenerateArrayOfBoolArray(numRows int) []*schemapb.ScalarField { ret := make([]*schemapb.ScalarField, 0, numRows) for i := 0; i < numRows; i++ { @@ -715,6 +768,54 @@ func NewArrayFieldDataWithValue(fieldName string, fieldValue interface{}) *schem } } +func NewGeometryFieldData(fieldName string, numRows int) *schemapb.FieldData { + return &schemapb.FieldData{ + Type: schemapb.DataType_Geometry, + FieldName: fieldName, + Field: &schemapb.FieldData_Scalars{ + Scalars: &schemapb.ScalarField{ + Data: &schemapb.ScalarField_GeometryData{ + GeometryData: &schemapb.GeometryArray{ + Data: GenerateGeometryArray(numRows), + }, + }, + }, + }, + } +} + +func NewGeometryFieldDataWktFormat(fieldName string, numRows int) *schemapb.FieldData { + return &schemapb.FieldData{ + Type: schemapb.DataType_Geometry, + FieldName: fieldName, + Field: &schemapb.FieldData_Scalars{ + Scalars: &schemapb.ScalarField{ + Data: &schemapb.ScalarField_GeometryData{ + GeometryData: &schemapb.GeometryArray{ + Data: GenerateGeometryWktArray(numRows), + }, + }, + }, + }, + } +} + +func NewGeometryFieldDataWithValue(fieldName string, fieldValue interface{}) *schemapb.FieldData { + return &schemapb.FieldData{ + Type: schemapb.DataType_Geometry, + FieldName: fieldName, + Field: &schemapb.FieldData_Scalars{ + Scalars: &schemapb.ScalarField{ + Data: &schemapb.ScalarField_GeometryData{ + GeometryData: &schemapb.GeometryArray{ + Data: fieldValue.([][]byte), + }, + }, + }, + }, + } +} + func NewBinaryVectorFieldData(fieldName string, numRows, dim int) *schemapb.FieldData { return &schemapb.FieldData{ Type: schemapb.DataType_BinaryVector, @@ -882,6 +983,8 @@ func GenerateScalarFieldData(dType schemapb.DataType, fieldName string, numRows return NewArrayFieldData(fieldName, numRows) case schemapb.DataType_JSON: return NewJSONFieldData(fieldName, numRows) + case schemapb.DataType_Geometry: + return NewGeometryFieldData(fieldName, numRows) default: panic("unsupported data type") } @@ -912,6 +1015,8 @@ func GenerateScalarFieldDataWithValue(dType schemapb.DataType, fieldName string, fieldData = NewArrayFieldDataWithValue(fieldName, fieldValue) case schemapb.DataType_JSON: fieldData = NewJSONFieldDataWithValue(fieldName, fieldValue) + case schemapb.DataType_Geometry: + fieldData = NewGeometryFieldDataWithValue(fieldName, fieldValue) default: panic("unsupported data type") } diff --git a/pkg/util/typeutil/gen_empty_field_data.go b/pkg/util/typeutil/gen_empty_field_data.go index 5d39df275ca..a15f6ef7841 100644 --- a/pkg/util/typeutil/gen_empty_field_data.go +++ b/pkg/util/typeutil/gen_empty_field_data.go @@ -123,6 +123,20 @@ func genEmptyJSONFieldData(field *schemapb.FieldSchema) *schemapb.FieldData { } } +func genEmptyGeometryFieldData(field *schemapb.FieldSchema) *schemapb.FieldData { + return &schemapb.FieldData{ + Type: field.GetDataType(), + FieldName: field.GetName(), + Field: &schemapb.FieldData_Scalars{ + Scalars: &schemapb.ScalarField{ + Data: &schemapb.ScalarField_GeometryData{GeometryData: &schemapb.GeometryArray{Data: nil}}, + }, + }, + FieldId: field.GetFieldID(), + IsDynamic: field.GetIsDynamic(), + } +} + func genEmptyBinaryVectorFieldData(field *schemapb.FieldSchema) (*schemapb.FieldData, error) { dim, err := GetDim(field) if err != nil { @@ -246,6 +260,8 @@ func GenEmptyFieldData(field *schemapb.FieldSchema) (*schemapb.FieldData, error) return genEmptyArrayFieldData(field), nil case schemapb.DataType_JSON: return genEmptyJSONFieldData(field), nil + case schemapb.DataType_Geometry: + return genEmptyGeometryFieldData(field), nil case schemapb.DataType_BinaryVector: return genEmptyBinaryVectorFieldData(field) case schemapb.DataType_FloatVector: diff --git a/pkg/util/typeutil/schema.go b/pkg/util/typeutil/schema.go index 01d8c0250c2..60f500e422b 100644 --- a/pkg/util/typeutil/schema.go +++ b/pkg/util/typeutil/schema.go @@ -82,7 +82,8 @@ func getVarFieldLength(fieldSchema *schemapb.FieldSchema, policy getVariableFiel default: return 0, fmt.Errorf("unrecognized getVariableFieldLengthPolicy %v", policy) } - case schemapb.DataType_Array, schemapb.DataType_JSON: + // geometry field max length now consider the same as json field, which is 512 bytes + case schemapb.DataType_Array, schemapb.DataType_JSON, schemapb.DataType_Geometry: return DynamicFieldMaxLength, nil default: return 0, fmt.Errorf("field %s is not a variable-length type", fieldSchema.DataType.String()) @@ -114,7 +115,8 @@ func estimateSizeBy(schema *schemapb.CollectionSchema, policy getVariableFieldLe res += 4 case schemapb.DataType_Int64, schemapb.DataType_Double: res += 8 - case schemapb.DataType_VarChar, schemapb.DataType_Array, schemapb.DataType_JSON: + // geometry wkb as well as wkt max len now is the same as max varfield lenth ,consider extend it if needed + case schemapb.DataType_VarChar, schemapb.DataType_Array, schemapb.DataType_JSON, schemapb.DataType_Geometry: maxLengthPerRow, err := getVarFieldLength(fs, policy) if err != nil { return 0, err @@ -196,6 +198,10 @@ func CalcColumnSize(column *schemapb.FieldData) int { for _, str := range column.GetScalars().GetJsonData().GetData() { res += len(str) } + case schemapb.DataType_Geometry: + for _, str := range column.GetScalars().GetGeometryData().GetData() { + res += len(str) + } default: panic("Unknown data type:" + column.Type.String()) } @@ -233,6 +239,11 @@ func EstimateEntitySize(fieldsData []*schemapb.FieldData, rowOffset int) (int, e return 0, errors.New("offset out range of field datas") } res += len(fs.GetScalars().GetJsonData().GetData()[rowOffset]) + case schemapb.DataType_Geometry: + if rowOffset >= len(fs.GetScalars().GetGeometryData().GetData()) { + return 0, fmt.Errorf("offset out range of field datas") + } + res += len(fs.GetScalars().GetGeometryData().GetData()[rowOffset]) case schemapb.DataType_BinaryVector: res += int(fs.GetVectors().GetDim()) case schemapb.DataType_FloatVector: @@ -521,6 +532,10 @@ func IsJSONType(dataType schemapb.DataType) bool { return dataType == schemapb.DataType_JSON } +func IsGeometryType(dataType schemapb.DataType) bool { + return dataType == schemapb.DataType_Geometry +} + func IsArrayType(dataType schemapb.DataType) bool { return dataType == schemapb.DataType_Array } @@ -570,7 +585,7 @@ func IsArrayContainStringElementType(dataType schemapb.DataType, elementType sch } func IsVariableDataType(dataType schemapb.DataType) bool { - return IsStringType(dataType) || IsArrayType(dataType) || IsJSONType(dataType) + return IsStringType(dataType) || IsArrayType(dataType) || IsJSONType(dataType) || IsGeometryType(dataType) } func IsPrimitiveType(dataType schemapb.DataType) bool { @@ -637,6 +652,12 @@ func PrepareResultFieldData(sample []*schemapb.FieldData, topK int64) []*schemap Data: make([][]byte, 0, topK), }, } + case *schemapb.ScalarField_GeometryData: + scalar.Scalars.Data = &schemapb.ScalarField_GeometryData{ + GeometryData: &schemapb.GeometryArray{ + Data: make([][]byte, 0, topK), + }, + } case *schemapb.ScalarField_ArrayData: scalar.Scalars.Data = &schemapb.ScalarField_ArrayData{ ArrayData: &schemapb.ArrayArray{ @@ -808,6 +829,17 @@ func AppendFieldData(dst, src []*schemapb.FieldData, idx int64) (appendSize int6 } /* #nosec G103 */ appendSize += int64(unsafe.Sizeof(srcScalar.JsonData.Data[idx])) + case *schemapb.ScalarField_GeometryData: + if dstScalar.GetGeometryData() == nil { + dstScalar.Data = &schemapb.ScalarField_GeometryData{ + GeometryData: &schemapb.GeometryArray{ + Data: [][]byte{srcScalar.GeometryData.Data[idx]}, + }, + } + } else { + dstScalar.GetGeometryData().Data = append(dstScalar.GetGeometryData().Data, srcScalar.GeometryData.Data[idx]) + } + appendSize += int64(unsafe.Sizeof(srcScalar.GeometryData.Data[idx])) default: log.Error("Not supported field type", zap.String("field type", fieldData.Type.String())) } @@ -926,6 +958,8 @@ func DeleteFieldData(dst []*schemapb.FieldData) { dstScalar.GetStringData().Data = dstScalar.GetStringData().Data[:len(dstScalar.GetStringData().Data)-1] case *schemapb.ScalarField_JsonData: dstScalar.GetJsonData().Data = dstScalar.GetJsonData().Data[:len(dstScalar.GetJsonData().Data)-1] + case *schemapb.ScalarField_GeometryData: + dstScalar.GetGeometryData().Data = dstScalar.GetGeometryData().Data[:len(dstScalar.GetGeometryData().Data)-1] default: log.Error("wrong field type added", zap.String("field type", fieldData.Type.String())) } @@ -1063,6 +1097,16 @@ func MergeFieldData(dst []*schemapb.FieldData, src []*schemapb.FieldData) error } else { dstScalar.GetJsonData().Data = append(dstScalar.GetJsonData().Data, srcScalar.JsonData.Data...) } + case *schemapb.ScalarField_GeometryData: + if dstScalar.GetGeometryData() == nil { + dstScalar.Data = &schemapb.ScalarField_GeometryData{ + GeometryData: &schemapb.GeometryArray{ + Data: srcScalar.GeometryData.Data, + }, + } + } else { + dstScalar.GetGeometryData().Data = append(dstScalar.GetGeometryData().Data, srcScalar.GeometryData.Data...) + } case *schemapb.ScalarField_BytesData: if dstScalar.GetBytesData() == nil { dstScalar.Data = &schemapb.ScalarField_BytesData{ diff --git a/pkg/util/typeutil/schema_test.go b/pkg/util/typeutil/schema_test.go index 70143bd2b43..3812d406730 100644 --- a/pkg/util/typeutil/schema_test.go +++ b/pkg/util/typeutil/schema_test.go @@ -166,13 +166,19 @@ func TestSchema(t *testing.T) { }, }, }, + { + FieldID: 113, + Name: "field_geometry", + IsPrimaryKey: false, + DataType: schemapb.DataType_Geometry, + }, // Do not test on sparse float vector field. }, } t.Run("EstimateSizePerRecord", func(t *testing.T) { size, err := EstimateSizePerRecord(schema) - assert.Equal(t, 680+DynamicFieldMaxLength*3, size) + assert.Equal(t, 680+DynamicFieldMaxLength*4, size) assert.NoError(t, err) }) @@ -991,6 +997,21 @@ func genFieldData(fieldName string, fieldID int64, fieldType schemapb.DataType, }, FieldId: fieldID, } + case schemapb.DataType_Geometry: + fieldData = &schemapb.FieldData{ + Type: schemapb.DataType_Geometry, + FieldName: fieldName, + Field: &schemapb.FieldData_Scalars{ + Scalars: &schemapb.ScalarField{ + Data: &schemapb.ScalarField_GeometryData{ + GeometryData: &schemapb.GeometryArray{ + Data: fieldValue.([][]byte), + }, + }, + }, + }, + FieldId: fieldID, + } default: log.Error("not supported field type", zap.String("field type", fieldType.String())) } @@ -1012,6 +1033,7 @@ func TestAppendFieldData(t *testing.T) { BFloat16VectorFieldName = "BFloat16VectorField" ArrayFieldName = "ArrayField" SparseFloatVectorFieldName = "SparseFloatVectorField" + GeometryFieldName = "GeometryField" BoolFieldID = common.StartOfUserFieldID + 1 Int32FieldID = common.StartOfUserFieldID + 2 Int64FieldID = common.StartOfUserFieldID + 3 @@ -1023,6 +1045,7 @@ func TestAppendFieldData(t *testing.T) { BFloat16VectorFieldID = common.StartOfUserFieldID + 9 ArrayFieldID = common.StartOfUserFieldID + 10 SparseFloatVectorFieldID = common.StartOfUserFieldID + 11 + GeometryFieldID = common.StartOfUserFieldID + 12 ) BoolArray := []bool{true, false} Int32Array := []int32{1, 2} @@ -1062,8 +1085,13 @@ func TestAppendFieldData(t *testing.T) { CreateSparseFloatRow([]uint32{60, 80, 230}, []float32{2.1, 2.2, 2.3}), }, } + // POINT (30.123 -10.456) and LINESTRING (30.123 -10.456, 10.789 30.123, -40.567 40.890) + GeometryArray := [][]byte{ + {0x01, 0x01, 0x00, 0x00, 0x00, 0xD2, 0x4A, 0x4D, 0x6A, 0x8B, 0x3C, 0x5C, 0x0A, 0x0D, 0x1B, 0x4F, 0x4F, 0x9A, 0x3D, 0x40}, + {0x01, 0x02, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0xD2, 0x4A, 0x4D, 0x6A, 0x8B, 0x3C, 0x5C, 0x0A, 0x0D, 0x1B, 0x4F, 0x4F, 0x9A, 0x3D, 0x40, 0x03, 0xA6, 0xB4, 0xA6, 0xA4, 0xD2, 0xC5, 0xC0, 0xD2, 0x4A, 0x4D, 0x6A, 0x8B, 0x3C, 0x5C, 0x0A}, + } - result := make([]*schemapb.FieldData, 11) + result := make([]*schemapb.FieldData, 12) var fieldDataArray1 []*schemapb.FieldData fieldDataArray1 = append(fieldDataArray1, genFieldData(BoolFieldName, BoolFieldID, schemapb.DataType_Bool, BoolArray[0:1], 1)) fieldDataArray1 = append(fieldDataArray1, genFieldData(Int32FieldName, Int32FieldID, schemapb.DataType_Int32, Int32Array[0:1], 1)) @@ -1076,6 +1104,7 @@ func TestAppendFieldData(t *testing.T) { fieldDataArray1 = append(fieldDataArray1, genFieldData(BFloat16VectorFieldName, BFloat16VectorFieldID, schemapb.DataType_BFloat16Vector, BFloat16Vector[0:Dim*2], Dim)) fieldDataArray1 = append(fieldDataArray1, genFieldData(ArrayFieldName, ArrayFieldID, schemapb.DataType_Array, ArrayArray[0:1], 1)) fieldDataArray1 = append(fieldDataArray1, genFieldData(SparseFloatVectorFieldName, SparseFloatVectorFieldID, schemapb.DataType_SparseFloatVector, SparseFloatVector.Contents[0], SparseFloatVector.Dim)) + fieldDataArray1 = append(fieldDataArray1, genFieldData(GeometryFieldName, GeometryFieldID, schemapb.DataType_Geometry, GeometryArray[0:1], 1)) var fieldDataArray2 []*schemapb.FieldData fieldDataArray2 = append(fieldDataArray2, genFieldData(BoolFieldName, BoolFieldID, schemapb.DataType_Bool, BoolArray[1:2], 1)) @@ -1089,6 +1118,7 @@ func TestAppendFieldData(t *testing.T) { fieldDataArray2 = append(fieldDataArray2, genFieldData(BFloat16VectorFieldName, BFloat16VectorFieldID, schemapb.DataType_BFloat16Vector, BFloat16Vector[2*Dim:4*Dim], Dim)) fieldDataArray2 = append(fieldDataArray2, genFieldData(ArrayFieldName, ArrayFieldID, schemapb.DataType_Array, ArrayArray[1:2], 1)) fieldDataArray2 = append(fieldDataArray2, genFieldData(SparseFloatVectorFieldName, SparseFloatVectorFieldID, schemapb.DataType_SparseFloatVector, SparseFloatVector.Contents[1], SparseFloatVector.Dim)) + fieldDataArray2 = append(fieldDataArray2, genFieldData(GeometryFieldName, GeometryFieldID, schemapb.DataType_Geometry, GeometryArray[1:2], 1)) AppendFieldData(result, fieldDataArray1, 0) AppendFieldData(result, fieldDataArray2, 0) @@ -1104,6 +1134,7 @@ func TestAppendFieldData(t *testing.T) { assert.Equal(t, BFloat16Vector, result[8].GetVectors().Data.(*schemapb.VectorField_Bfloat16Vector).Bfloat16Vector) assert.Equal(t, ArrayArray, result[9].GetScalars().GetArrayData().Data) assert.Equal(t, SparseFloatVector, result[10].GetVectors().GetSparseFloatVector()) + assert.Equal(t, GeometryArray, result[11].GetScalars().GetGeometryData().Data) } func TestDeleteFieldData(t *testing.T) { @@ -1115,6 +1146,7 @@ func TestDeleteFieldData(t *testing.T) { FloatFieldName = "FloatField" DoubleFieldName = "DoubleField" JSONFieldName = "JSONField" + GeometryFieldName = "GeometryField" BinaryVectorFieldName = "BinaryVectorField" FloatVectorFieldName = "FloatVectorField" Float16VectorFieldName = "Float16VectorField" @@ -1129,6 +1161,7 @@ func TestDeleteFieldData(t *testing.T) { FloatFieldID DoubleFieldID JSONFieldID + GeometryFiledID BinaryVectorFieldID FloatVectorFieldID Float16VectorFieldID @@ -1141,6 +1174,11 @@ func TestDeleteFieldData(t *testing.T) { FloatArray := []float32{1.0, 2.0} DoubleArray := []float64{11.0, 22.0} JSONArray := [][]byte{[]byte("{\"hello\":0}"), []byte("{\"key\":1}")} + // POINT (30.123 -10.456) and LINESTRING (30.123 -10.456, 10.789 30.123, -40.567 40.890) + GeometryArray := [][]byte{ + {0x01, 0x01, 0x00, 0x00, 0x00, 0xD2, 0x4A, 0x4D, 0x6A, 0x8B, 0x3C, 0x5C, 0x0A, 0x0D, 0x1B, 0x4F, 0x4F, 0x9A, 0x3D, 0x40}, + {0x01, 0x02, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0xD2, 0x4A, 0x4D, 0x6A, 0x8B, 0x3C, 0x5C, 0x0A, 0x0D, 0x1B, 0x4F, 0x4F, 0x9A, 0x3D, 0x40, 0x03, 0xA6, 0xB4, 0xA6, 0xA4, 0xD2, 0xC5, 0xC0, 0xD2, 0x4A, 0x4D, 0x6A, 0x8B, 0x3C, 0x5C, 0x0A}, + } BinaryVector := []byte{0x12, 0x34} FloatVector := []float32{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 11.0, 22.0, 33.0, 44.0, 55.0, 66.0, 77.0, 88.0} Float16Vector := []byte{ @@ -1159,8 +1197,8 @@ func TestDeleteFieldData(t *testing.T) { }, } - result1 := make([]*schemapb.FieldData, 11) - result2 := make([]*schemapb.FieldData, 11) + result1 := make([]*schemapb.FieldData, 12) + result2 := make([]*schemapb.FieldData, 12) var fieldDataArray1 []*schemapb.FieldData fieldDataArray1 = append(fieldDataArray1, genFieldData(BoolFieldName, BoolFieldID, schemapb.DataType_Bool, BoolArray[0:1], 1)) fieldDataArray1 = append(fieldDataArray1, genFieldData(Int32FieldName, Int32FieldID, schemapb.DataType_Int32, Int32Array[0:1], 1)) @@ -1168,6 +1206,7 @@ func TestDeleteFieldData(t *testing.T) { fieldDataArray1 = append(fieldDataArray1, genFieldData(FloatFieldName, FloatFieldID, schemapb.DataType_Float, FloatArray[0:1], 1)) fieldDataArray1 = append(fieldDataArray1, genFieldData(DoubleFieldName, DoubleFieldID, schemapb.DataType_Double, DoubleArray[0:1], 1)) fieldDataArray1 = append(fieldDataArray1, genFieldData(JSONFieldName, JSONFieldID, schemapb.DataType_JSON, JSONArray[0:1], 1)) + fieldDataArray1 = append(fieldDataArray1, genFieldData(GeometryFieldName, GeometryFiledID, schemapb.DataType_Geometry, GeometryArray[0:1], 1)) fieldDataArray1 = append(fieldDataArray1, genFieldData(BinaryVectorFieldName, BinaryVectorFieldID, schemapb.DataType_BinaryVector, BinaryVector[0:Dim/8], Dim)) fieldDataArray1 = append(fieldDataArray1, genFieldData(FloatVectorFieldName, FloatVectorFieldID, schemapb.DataType_FloatVector, FloatVector[0:Dim], Dim)) fieldDataArray1 = append(fieldDataArray1, genFieldData(Float16VectorFieldName, Float16VectorFieldID, schemapb.DataType_Float16Vector, Float16Vector[0:2*Dim], Dim)) @@ -1181,6 +1220,7 @@ func TestDeleteFieldData(t *testing.T) { fieldDataArray2 = append(fieldDataArray2, genFieldData(FloatFieldName, FloatFieldID, schemapb.DataType_Float, FloatArray[1:2], 1)) fieldDataArray2 = append(fieldDataArray2, genFieldData(DoubleFieldName, DoubleFieldID, schemapb.DataType_Double, DoubleArray[1:2], 1)) fieldDataArray2 = append(fieldDataArray2, genFieldData(JSONFieldName, JSONFieldID, schemapb.DataType_JSON, JSONArray[1:2], 1)) + fieldDataArray2 = append(fieldDataArray2, genFieldData(GeometryFieldName, GeometryFiledID, schemapb.DataType_Geometry, GeometryArray[1:2], 1)) fieldDataArray2 = append(fieldDataArray2, genFieldData(BinaryVectorFieldName, BinaryVectorFieldID, schemapb.DataType_BinaryVector, BinaryVector[Dim/8:2*Dim/8], Dim)) fieldDataArray2 = append(fieldDataArray2, genFieldData(FloatVectorFieldName, FloatVectorFieldID, schemapb.DataType_FloatVector, FloatVector[Dim:2*Dim], Dim)) fieldDataArray2 = append(fieldDataArray2, genFieldData(Float16VectorFieldName, Float16VectorFieldID, schemapb.DataType_Float16Vector, Float16Vector[2*Dim:4*Dim], Dim)) @@ -1196,6 +1236,7 @@ func TestDeleteFieldData(t *testing.T) { assert.Equal(t, FloatArray[0:1], result1[FloatFieldID-common.StartOfUserFieldID].GetScalars().GetFloatData().Data) assert.Equal(t, DoubleArray[0:1], result1[DoubleFieldID-common.StartOfUserFieldID].GetScalars().GetDoubleData().Data) assert.Equal(t, JSONArray[0:1], result1[JSONFieldID-common.StartOfUserFieldID].GetScalars().GetJsonData().Data) + assert.Equal(t, GeometryArray[0:1], result1[GeometryFiledID-common.StartOfUserFieldID].GetScalars().GetGeometryData().Data) assert.Equal(t, BinaryVector[0:Dim/8], result1[BinaryVectorFieldID-common.StartOfUserFieldID].GetVectors().Data.(*schemapb.VectorField_BinaryVector).BinaryVector) assert.Equal(t, FloatVector[0:Dim], result1[FloatVectorFieldID-common.StartOfUserFieldID].GetVectors().GetFloatVector().Data) assert.Equal(t, Float16Vector[0:2*Dim], result1[Float16VectorFieldID-common.StartOfUserFieldID].GetVectors().Data.(*schemapb.VectorField_Float16Vector).Float16Vector) @@ -1213,6 +1254,7 @@ func TestDeleteFieldData(t *testing.T) { assert.Equal(t, FloatArray[1:2], result2[FloatFieldID-common.StartOfUserFieldID].GetScalars().GetFloatData().Data) assert.Equal(t, DoubleArray[1:2], result2[DoubleFieldID-common.StartOfUserFieldID].GetScalars().GetDoubleData().Data) assert.Equal(t, JSONArray[1:2], result2[JSONFieldID-common.StartOfUserFieldID].GetScalars().GetJsonData().Data) + assert.Equal(t, GeometryArray[1:2], result2[GeometryFiledID-common.StartOfUserFieldID].GetScalars().GetGeometryData().Data) assert.Equal(t, BinaryVector[Dim/8:2*Dim/8], result2[BinaryVectorFieldID-common.StartOfUserFieldID].GetVectors().Data.(*schemapb.VectorField_BinaryVector).BinaryVector) assert.Equal(t, FloatVector[Dim:2*Dim], result2[FloatVectorFieldID-common.StartOfUserFieldID].GetVectors().GetFloatVector().Data) assert.Equal(t, Float16Vector[2*Dim:4*Dim], result2[Float16VectorFieldID-common.StartOfUserFieldID].GetVectors().Data.(*schemapb.VectorField_Float16Vector).Float16Vector) @@ -1502,6 +1544,11 @@ func TestCalcColumnSize(t *testing.T) { }, }, 110: [][]byte{[]byte(`{"key":"value"}`), []byte(`{"hello":"world"}`)}, + 111: [][]byte{ + // POINT (30.123 -10.456) and LINESTRING (30.123 -10.456, 10.789 30.123, -40.567 40.890) + {0x01, 0x01, 0x00, 0x00, 0x00, 0xD2, 0x4A, 0x4D, 0x6A, 0x8B, 0x3C, 0x5C, 0x0A, 0x0D, 0x1B, 0x4F, 0x4F, 0x9A, 0x3D, 0x40}, + {0x01, 0x02, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0xD2, 0x4A, 0x4D, 0x6A, 0x8B, 0x3C, 0x5C, 0x0A, 0x0D, 0x1B, 0x4F, 0x4F, 0x9A, 0x3D, 0x40, 0x03, 0xA6, 0xB4, 0xA6, 0xA4, 0xD2, 0xC5, 0xC0, 0xD2, 0x4A, 0x4D, 0x6A, 0x8B, 0x3C, 0x5C, 0x0A}, + }, } schema := &schemapb.CollectionSchema{ Name: "testColl", @@ -1573,6 +1620,11 @@ func TestCalcColumnSize(t *testing.T) { Name: "field_json", DataType: schemapb.DataType_JSON, }, + { + FieldID: 111, + Name: "field_geometry", + DataType: schemapb.DataType_Geometry, + }, }, } @@ -1598,6 +1650,11 @@ func TestCalcColumnSize(t *testing.T) { expected += len(v) } + case schemapb.DataType_Geometry: + data := values.([][]byte) + for _, v := range data { + expected += len(v) + } default: expected = binary.Size(fieldValues[field.GetFieldID()]) } @@ -1765,6 +1822,10 @@ func TestMergeFieldData(t *testing.T) { }, genFieldData("float16_vector", 111, schemapb.DataType_Float16Vector, []byte("12345678"), 4), genFieldData("bfloat16_vector", 112, schemapb.DataType_BFloat16Vector, []byte("12345678"), 4), + genFieldData("geometry", 113, schemapb.DataType_Geometry, [][]byte{ + {0x01, 0x01, 0x00, 0x00, 0x00, 0xD2, 0x4A, 0x4D, 0x6A, 0x8B, 0x3C, 0x5C, 0x0A, 0x0D, 0x1B, 0x4F, 0x4F, 0x9A, 0x3D, 0x40}, + {0x01, 0x02, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0xD2, 0x4A, 0x4D, 0x6A, 0x8B, 0x3C, 0x5C, 0x0A, 0x0D, 0x1B, 0x4F, 0x4F, 0x9A, 0x3D, 0x40, 0x03, 0xA6, 0xB4, 0xA6, 0xA4, 0xD2, 0xC5, 0xC0, 0xD2, 0x4A, 0x4D, 0x6A, 0x8B, 0x3C, 0x5C, 0x0A}, + }, 1), } srcFields := []*schemapb.FieldData{ @@ -1826,6 +1887,10 @@ func TestMergeFieldData(t *testing.T) { }, genFieldData("float16_vector", 111, schemapb.DataType_Float16Vector, []byte("abcdefgh"), 4), genFieldData("bfloat16_vector", 112, schemapb.DataType_BFloat16Vector, []byte("ABCDEFGH"), 4), + genFieldData("geometry", 113, schemapb.DataType_Geometry, [][]byte{ + {0x01, 0x01, 0x00, 0x00, 0x00, 0xD2, 0x4A, 0x4D, 0x6A, 0x8B, 0x3C, 0x5C, 0x0A, 0x0D, 0x1B, 0x4F, 0x4F, 0x9A, 0x3D, 0x40}, + {0x01, 0x02, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0xD2, 0x4A, 0x4D, 0x6A, 0x8B, 0x3C, 0x5C, 0x0A, 0x0D, 0x1B, 0x4F, 0x4F, 0x9A, 0x3D, 0x40, 0x03, 0xA6, 0xB4, 0xA6, 0xA4, 0xD2, 0xC5, 0xC0, 0xD2, 0x4A, 0x4D, 0x6A, 0x8B, 0x3C, 0x5C, 0x0A}, + }, 1), } err := MergeFieldData(dstFields, srcFields) @@ -1894,6 +1959,10 @@ func TestMergeFieldData(t *testing.T) { }, genFieldData("float16_vector", 111, schemapb.DataType_Float16Vector, []byte("12345678"), 4), genFieldData("bfloat16_vector", 112, schemapb.DataType_BFloat16Vector, []byte("12345678"), 4), + genFieldData("geometry", 113, schemapb.DataType_Geometry, [][]byte{ + {0x01, 0x01, 0x00, 0x00, 0x00, 0xD2, 0x4A, 0x4D, 0x6A, 0x8B, 0x3C, 0x5C, 0x0A, 0x0D, 0x1B, 0x4F, 0x4F, 0x9A, 0x3D, 0x40}, + {0x01, 0x02, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0xD2, 0x4A, 0x4D, 0x6A, 0x8B, 0x3C, 0x5C, 0x0A, 0x0D, 0x1B, 0x4F, 0x4F, 0x9A, 0x3D, 0x40, 0x03, 0xA6, 0xB4, 0xA6, 0xA4, 0xD2, 0xC5, 0xC0, 0xD2, 0x4A, 0x4D, 0x6A, 0x8B, 0x3C, 0x5C, 0x0A}, + }, 1), } dstFields := []*schemapb.FieldData{ @@ -1904,6 +1973,7 @@ func TestMergeFieldData(t *testing.T) { {Type: schemapb.DataType_SparseFloatVector, FieldName: "sparseFloat", Field: &schemapb.FieldData_Vectors{Vectors: &schemapb.VectorField{Data: &schemapb.VectorField_SparseFloatVector{}}}, FieldId: 104}, {Type: schemapb.DataType_Float16Vector, FieldName: "float16_vector", Field: &schemapb.FieldData_Vectors{Vectors: &schemapb.VectorField{Data: &schemapb.VectorField_Float16Vector{}}}, FieldId: 111}, {Type: schemapb.DataType_BFloat16Vector, FieldName: "bfloat16_vector", Field: &schemapb.FieldData_Vectors{Vectors: &schemapb.VectorField{Data: &schemapb.VectorField_Bfloat16Vector{}}}, FieldId: 112}, + {Type: schemapb.DataType_Geometry, FieldName: "geometry", Field: &schemapb.FieldData_Scalars{Scalars: &schemapb.ScalarField{Data: &schemapb.ScalarField_GeometryData{}}}, FieldId: 113}, } err := MergeFieldData(dstFields, srcFields) diff --git a/tests/go_client/common/consts.go b/tests/go_client/common/consts.go index bd64b79a3b4..3464c07c13d 100644 --- a/tests/go_client/common/consts.go +++ b/tests/go_client/common/consts.go @@ -14,6 +14,7 @@ const ( DefaultTextFieldName = "text" DefaultVarcharFieldName = "varchar" DefaultJSONFieldName = "json" + DefaultGeometryFieldName = "geometry" DefaultArrayFieldName = "array" DefaultFloatVecFieldName = "floatVec" DefaultBinaryVecFieldName = "binaryVec" @@ -41,7 +42,7 @@ const ( // cost for test cases const ( RowCount = "row_count" - DefaultTimeout = 120 + DefaultTimeout = 600 DefaultDim = 128 DefaultShards = int32(2) DefaultNb = 3000 diff --git a/tests/go_client/common/response_checker.go b/tests/go_client/common/response_checker.go index d463ec63c93..c05ae6a2a3c 100644 --- a/tests/go_client/common/response_checker.go +++ b/tests/go_client/common/response_checker.go @@ -9,6 +9,8 @@ import ( "testing" "github.com/stretchr/testify/require" + // "github.com/twpayne/go-geom/encoding/wkb" + // "github.com/twpayne/go-geom/encoding/wkt" "go.uber.org/zap" "github.com/milvus-io/milvus/client/v2/column" @@ -76,6 +78,18 @@ func EqualColumn(t *testing.T, columnA column.Column, columnB column.Column) { default: log.Warn("columnA type", zap.String("name", columnB.Name()), zap.Any("type", _v)) } + // case entity.FieldTypeGeometry: + // // currently proxy transform wkb to wkt,the query output wkt has different precision with client input(omit trailing zeros),and omit omissible bracket + // columnAcompData := make([][]byte, 0) + // // simulate proxy replace wkb progress + // for _, bytes := range columnA.(*column.ColumnGeometryBytes).Data() { + // geomT, _ := wkt.Unmarshal(string(bytes)) + // wkbBytes, _ := wkb.Marshal(geomT, wkb.NDR) + // geomT, _ = wkb.Unmarshal(wkbBytes) + // realwktstr, _ := wkt.Marshal(geomT) + // columnAcompData = append(columnAcompData, []byte(realwktstr)) + // } + // require.ElementsMatch(t, columnAcompData, columnB.(*column.ColumnGeometryBytes).Data()) case entity.FieldTypeFloatVector: require.ElementsMatch(t, columnA.(*column.ColumnFloatVector).Data(), columnB.(*column.ColumnFloatVector).Data()) case entity.FieldTypeBinaryVector: diff --git a/tests/go_client/go.mod b/tests/go_client/go.mod index 56d33371e18..e3a9f25ed1d 100644 --- a/tests/go_client/go.mod +++ b/tests/go_client/go.mod @@ -5,9 +5,12 @@ go 1.24.4 require ( github.com/milvus-io/milvus/client/v2 v2.5.4 github.com/milvus-io/milvus/pkg/v2 v2.5.7 + + github.com/peterstace/simplefeatures v0.54.0 github.com/quasilyte/go-ruleguard/dsl v0.3.22 github.com/samber/lo v1.27.0 github.com/stretchr/testify v1.10.0 + github.com/twpayne/go-geom v1.5.2 github.com/x448/float16 v0.8.4 go.uber.org/zap v1.27.0 google.golang.org/grpc v1.65.0 @@ -28,13 +31,13 @@ require ( 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/docker/go-units v0.5.0 // indirect github.com/dustin/go-humanize v1.0.1 // indirect github.com/form3tech-oss/jwt-go v3.2.3+incompatible // indirect github.com/getsentry/sentry-go v0.12.0 // 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-ole/go-ole v1.3.0 // indirect github.com/godbus/dbus/v5 v5.0.4 // indirect github.com/gogo/protobuf v1.3.2 // indirect github.com/golang/protobuf v1.5.4 // indirect @@ -49,22 +52,23 @@ require ( github.com/json-iterator/go v1.1.12 // indirect github.com/kr/pretty v0.3.1 // indirect github.com/kr/text v0.2.0 // indirect - github.com/lufia/plan9stats v0.0.0-20211012122336-39d0f177ccd0 // indirect + github.com/lufia/plan9stats v0.0.0-20240226150601-1dcf7310316a // indirect github.com/matttproud/golang_protobuf_extensions v1.0.4 // indirect - github.com/milvus-io/milvus-proto/go-api/v2 v2.5.17 // indirect + github.com/milvus-io/milvus-proto/go-api/v2 v2.5.18-0.20250822062940-e34629021786 // 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 v2.11.3 // indirect github.com/pkg/errors v0.9.1 // indirect github.com/pmezard/go-difflib v1.0.0 // indirect - github.com/power-devops/perfstat v0.0.0-20210106213030-5aafc221ea8c // indirect + github.com/power-devops/perfstat v0.0.0-20240221224432-82ca36839d55 // indirect github.com/prometheus/client_golang v1.14.0 // indirect github.com/prometheus/client_model v0.5.0 // indirect github.com/prometheus/common v0.42.0 // indirect github.com/prometheus/procfs v0.9.0 // indirect github.com/rogpeppe/go-internal v1.12.0 // indirect - github.com/shirou/gopsutil/v3 v3.22.9 // indirect + github.com/shirou/gopsutil/v3 v3.24.2 // indirect + github.com/shoenig/go-m1cpu v0.1.6 // 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 @@ -73,12 +77,12 @@ require ( 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/tklauser/go-sysconf v0.3.13 // indirect + github.com/tklauser/numcpus v0.7.0 // indirect github.com/tmc/grpc-websocket-proxy v0.0.0-20201229170055-e5319fda7802 // indirect github.com/uber/jaeger-client-go v2.30.0+incompatible // indirect github.com/xiang90/probing v0.0.0-20190116061207-43a291ad63a2 // indirect - github.com/yusufpapurcu/wmi v1.2.2 // indirect + github.com/yusufpapurcu/wmi v1.2.4 // 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 diff --git a/tests/go_client/go.sum b/tests/go_client/go.sum index 553d2061cae..767f713c778 100644 --- a/tests/go_client/go.sum +++ b/tests/go_client/go.sum @@ -94,8 +94,8 @@ github.com/dgraph-io/badger v1.6.0/go.mod h1:zwt7syl517jmP8s94KqSxTlM6IMsdhYy6ps github.com/dgrijalva/jwt-go v3.2.0+incompatible/go.mod h1:E3ru+11k8xSBh+hMPgOLZmtrrCbhqsmaPHjLKYnJCaQ= github.com/dgryski/go-farm v0.0.0-20190423205320-6a90982ecee2/go.mod h1:SqUrOPUnsFjfmXRMNPybcSiG0BgUW2AuFH8PAnS2iTw= github.com/dgryski/go-sip13 v0.0.0-20181026042036-e10d5fee7954/go.mod h1:vAd38F8PWV+bWy6jNmig1y/TA+kYO4g3RSRF0IAv0no= -github.com/docker/go-units v0.4.0 h1:3uh0PgVws3nIA0Q+MwDC8yjEPf9zjRfZZWXZYDct3Tw= -github.com/docker/go-units v0.4.0/go.mod h1:fgPhTUdO+D/Jk86RDLlptpiXQzgHJF7gydDDbaIK4Dk= +github.com/docker/go-units v0.5.0 h1:69rxXcBk27SvSaaxTtLh/8llcHD8vYHT7WSdRZ/jvr4= +github.com/docker/go-units v0.5.0/go.mod h1:fgPhTUdO+D/Jk86RDLlptpiXQzgHJF7gydDDbaIK4Dk= github.com/dustin/go-humanize v1.0.0/go.mod h1:HtrtbFcZ19U5GC7JDqmcUSB87Iq5E25KnS6fMYU6eOk= github.com/dustin/go-humanize v1.0.1 h1:GzkhY7T5VNhEkwH0PVJgjz+fX1rhBrR7pRT3mDkpeCY= github.com/dustin/go-humanize v1.0.1/go.mod h1:Mu1zIs6XwVuF/gI1OepvI0qD18qycQx+mFykh5fBlto= @@ -140,8 +140,9 @@ github.com/go-logr/logr v1.4.2/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ4 github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag= github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE= github.com/go-martini/martini 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-ole/go-ole v1.3.0 h1:Dt6ye7+vXGIKZ7Xtk4s6/xVdGDQynvom7xCFEdWr6uE= +github.com/go-ole/go-ole v1.3.0/go.mod h1:5LS6F96DhAwUc7C+1HLexzMXY1xGRSryjyPPKW6zv78= github.com/go-stack/stack v1.8.0/go.mod h1:v0f6uXyyMGvRgIKkXu+yp6POWl0qKG85gN/melR3HDY= github.com/gobwas/httphead v0.0.0-20180130184737-2c6c146eadee/go.mod h1:L0fX3K22YWvt/FAX9NnzrNzcI4wNYi9Yku4O0LKYflo= github.com/gobwas/pool v0.2.0/go.mod h1:q8bcK0KcYlCgd9e7WYLm9LpyS+YeLd8JVDW6WezmKEw= @@ -297,8 +298,9 @@ github.com/kr/text v0.2.0 h1:5Nx0Ya0ZqY2ygV366QzturHI13Jq95ApcVaJBhpS+AY= github.com/kr/text v0.2.0/go.mod h1:eLer722TekiGuMkidMxC/pM04lWEeraHUUmBw8l2grE= github.com/labstack/echo/v4 v4.5.0/go.mod h1:czIriw4a0C1dFun+ObrXp7ok03xON0N1awStJ6ArI7Y= github.com/labstack/gommon v0.3.0/go.mod h1:MULnywXg0yavhxWKc+lOruYdAhDwPK9wf0OL7NoOu+k= -github.com/lufia/plan9stats v0.0.0-20211012122336-39d0f177ccd0 h1:6E+4a0GO5zZEnZ81pIr0yLvtUWk2if982qA3F3QD6H4= github.com/lufia/plan9stats v0.0.0-20211012122336-39d0f177ccd0/go.mod h1:zJYVVT2jmtg6P3p1VtQj7WsuWi/y4VnjVBn7F8KPB3I= +github.com/lufia/plan9stats v0.0.0-20240226150601-1dcf7310316a h1:3Bm7EwfUQUvhNeKIkUct/gl9eod1TcXuj8stxvi/GoI= +github.com/lufia/plan9stats v0.0.0-20240226150601-1dcf7310316a/go.mod h1:ilwx/Dta8jXAgpFYFvSWEMwxmbWXyiUHkd5FwyKhb5k= github.com/magiconair/properties v1.8.0/go.mod h1:PppfXfuXeibc/6YijjN8zIbojt8czPbwD3XqdrwzmxQ= github.com/magiconair/properties v1.8.1/go.mod h1:PppfXfuXeibc/6YijjN8zIbojt8czPbwD3XqdrwzmxQ= github.com/mattn/go-colorable v0.0.9/go.mod h1:9vuHe8Xs5qXnSaW/c/ABM9alt+Vo+STaOChaDxuIBZU= @@ -318,8 +320,8 @@ github.com/matttproud/golang_protobuf_extensions v1.0.4/go.mod h1:BSXmuO+STAnVfr github.com/mediocregopher/radix/v3 v3.4.2/go.mod h1:8FL3F6UQRXHXIBSPUs5h0RybMF8i4n7wVopoX3x7Bv8= github.com/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 v2.5.17 h1:LDOodBVtc2AYxcgc51vDwe+gJp96s6yhJLfdGbLrK+0= -github.com/milvus-io/milvus-proto/go-api/v2 v2.5.17/go.mod h1:/6UT4zZl6awVeXLeE7UGDWZvXj3IWkRsh3mqsn0DiAs= +github.com/milvus-io/milvus-proto/go-api/v2 v2.5.18-0.20250822062940-e34629021786 h1:GspXs2i+sm2GE4n46VRWBjSCQjqtJDIwwcye+gFyxZA= +github.com/milvus-io/milvus-proto/go-api/v2 v2.5.18-0.20250822062940-e34629021786/go.mod h1:/6UT4zZl6awVeXLeE7UGDWZvXj3IWkRsh3mqsn0DiAs= github.com/milvus-io/milvus/pkg/v2 v2.5.7 h1:b45jq1s1v03AekFucs2/dkkXohB57gEx7gspJuAkfbY= github.com/milvus-io/milvus/pkg/v2 v2.5.7/go.mod h1:pImw1IGNS7k/5yvlZV2tZi5vZu1VQRlQij+r39d+XnI= github.com/mitchellh/cli v1.0.0/go.mod h1:hNIlj7HEI86fIcpObd7a0FcrxTWetlwJDGcceTlRvqc= @@ -355,6 +357,8 @@ github.com/panjf2000/ants/v2 v2.11.3 h1:AfI0ngBoXJmYOpDh9m516vjqoUu2sLrIVgppI9TZ github.com/panjf2000/ants/v2 v2.11.3/go.mod h1:8u92CYMUc6gyvTIw8Ru7Mt7+/ESnJahz5EVtqfrilek= github.com/pascaldekloe/goe v0.0.0-20180627143212-57f6aae5913c/go.mod h1:lzWF7FIEvWOWxwDKqyGYQf6ZUaNfKdP144TG7ZOy1lc= github.com/pelletier/go-toml v1.2.0/go.mod h1:5z9KED0ma1S8pY6P1sdut58dfprrGBbd/94hg7ilaic= +github.com/peterstace/simplefeatures v0.54.0 h1:n7KEa6JYt9t+Eq5z9+93TPr3yavW1kJPiuNwwxX6gVs= +github.com/peterstace/simplefeatures v0.54.0/go.mod h1:T7VKWq4zT2YeFYlwLRwJnhuYV2rxxDGG3G1XkNHAJLU= github.com/pingcap/errors v0.11.4/go.mod h1:Oi8TUi2kEtXXLMJk9l1cGmz20kV3TaQ0usTwv5KuLY8= github.com/pingcap/errors v0.11.5-0.20211224045212-9687c2b0f87c h1:xpW9bvK+HuuTmyFqUwr+jcCvpVkK7sumiz+ko5H9eq4= github.com/pingcap/errors v0.11.5-0.20211224045212-9687c2b0f87c/go.mod h1:X2r9ueLEUZgtx2cIogM0v4Zj5uvvzhuuiu7Pn8HzMPg= @@ -366,8 +370,9 @@ github.com/pkg/errors v0.9.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINE github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM= github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4= github.com/posener/complete v1.1.1/go.mod h1:em0nMJCgc9GFtwrmVmEMR/ZL6WyhyjMBndrE9hABlRI= -github.com/power-devops/perfstat v0.0.0-20210106213030-5aafc221ea8c h1:ncq/mPwQF4JjgDlrVEn3C11VoGHZN7m8qihwgMEtzYw= github.com/power-devops/perfstat v0.0.0-20210106213030-5aafc221ea8c/go.mod h1:OmDBASR4679mdNQnz2pUhc2G8CO2JrUAVFDRBDP/hJE= +github.com/power-devops/perfstat v0.0.0-20240221224432-82ca36839d55 h1:o4JXh1EVt9k/+g42oCprj/FisM4qX9L3sZB3upGN2ZU= +github.com/power-devops/perfstat v0.0.0-20240221224432-82ca36839d55/go.mod h1:OmDBASR4679mdNQnz2pUhc2G8CO2JrUAVFDRBDP/hJE= github.com/prashantv/gostub v1.1.0 h1:BTyx3RfQjRHnUWaGF9oQos79AlQ5k8WNktv7VGvVH4g= github.com/prashantv/gostub v1.1.0/go.mod h1:A5zLQHz7ieHGG7is6LLXLz7I8+3LZzsrV0P1IAHhP5U= github.com/prometheus/client_golang v0.9.1/go.mod h1:7SWBe2y4D6OKWSNQJUaRYU/AaXPKyh/dDVn+NZz0KFw= @@ -417,8 +422,12 @@ github.com/samber/lo v1.27.0/go.mod h1:it33p9UtPMS7z72fP4gw/EIfQB2eI8ke7GR2wc6+R github.com/schollz/closestmatch v2.1.0+incompatible/go.mod h1:RtP1ddjLong6gTkbtmuhtR2uUrrJOpYzYRvbcPAid+g= github.com/sean-/seed v0.0.0-20170313163322-e2103e2c3529/go.mod h1:DxrIzT+xaE7yg65j358z/aeFdxmN0P9QXhEzd20vsDc= github.com/sergi/go-diff v1.0.0/go.mod h1:0CfEIISq7TuYL3j771MWULgwwjU+GofnZX9QAmXWZgo= -github.com/shirou/gopsutil/v3 v3.22.9 h1:yibtJhIVEMcdw+tCTbOPiF1VcsuDeTE4utJ8Dm4c5eA= -github.com/shirou/gopsutil/v3 v3.22.9/go.mod h1:bBYl1kjgEJpWpxeHmLI+dVHWtyAwfcmSBLDsp2TNT8A= +github.com/shirou/gopsutil/v3 v3.24.2 h1:kcR0erMbLg5/3LcInpw0X/rrPSqq4CDPyI6A6ZRC18Y= +github.com/shirou/gopsutil/v3 v3.24.2/go.mod h1:tSg/594BcA+8UdQU2XcW803GWYgdtauFFPgJCJKZlVk= +github.com/shoenig/go-m1cpu v0.1.6 h1:nxdKQNcEB6vzgA2E2bvzKIYRuNj7XNJ4S/aRSwKzFtM= +github.com/shoenig/go-m1cpu v0.1.6/go.mod h1:1JJMcUBvfNwpq05QDQVAnx3gUHr9IYF7GNg9SUEw2VQ= +github.com/shoenig/test v0.6.4 h1:kVTaSd7WLz5WZ2IaoM0RSzRsUD+m8wRR+5qvntpn4LU= +github.com/shoenig/test v0.6.4/go.mod h1:byHiCGXqrVaflBLAMq/srcZIHynQPQgeyvkvXnjqq0k= github.com/shurcooL/sanitized_anchor_name v1.0.0/go.mod h1:1NzhyTcUVG4SuEtjjoZeVRXNmyL/1OwPU0+IJeTBvfc= github.com/sirupsen/logrus v1.2.0/go.mod h1:LxeOpSwHxABJmUn/MG1IvRgCAasNZTLOkJPxbbu5VWo= github.com/sirupsen/logrus v1.4.2/go.mod h1:tLMulIdttU9McNUspp0xgXVQah82FyeX6MwdIuYE2rE= @@ -449,6 +458,7 @@ github.com/spf13/viper v1.7.0/go.mod h1:8WkrPz2fc9jxqZNCJI/76HCieCp4Q8HaLFoCha5q github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME= github.com/stretchr/objx v0.1.1/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME= github.com/stretchr/objx v0.4.0/go.mod h1:YvHI0jy2hoMjB+UWwv71VJQ9isScKT/TqJzVSSt89Yw= +github.com/stretchr/objx v0.5.0/go.mod h1:Yh+to48EsGEfYuaHDzXPcE3xhTkx73EhmCGUpEOglKo= github.com/stretchr/objx v0.5.2 h1:xuMeJ0Sdp5ZMRXx/aWO6RZxdr3beISkG5/G/aIRr3pY= github.com/stretchr/objx v0.5.2/go.mod h1:FRsXN1f5AsAjCGJKqEizvkpNtU+EGNCLh3NxZ/8L+MA= github.com/stretchr/testify v1.2.2/go.mod h1:a8OnRcib4nhh0OaRAV+Yts87kKdq0PP7pXfy6kDkUVs= @@ -458,6 +468,7 @@ github.com/stretchr/testify v1.5.1/go.mod h1:5W2xD1RspED5o8YsWQXVCued0rvSQ+mT+I5 github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg= github.com/stretchr/testify v1.7.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg= github.com/stretchr/testify v1.8.0/go.mod h1:yNjHg4UonilssWZ8iaSj1OCr/vHnekPRkoO+kdMU+MU= +github.com/stretchr/testify v1.8.4/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo= github.com/stretchr/testify v1.10.0 h1:Xv5erBjTwe/5IxqUQTdXv5kgmIvbHo3QQyRwhJsOfJA= github.com/stretchr/testify v1.10.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY= github.com/subosito/gotenv v1.2.0/go.mod h1:N0PQaV/YGNqwC0u51sEeR/aUtSLEXKX9iv69rRypqCw= @@ -469,13 +480,17 @@ github.com/tidwall/match v1.1.1 h1:+Ho715JplO36QYgwN9PGYNhgZvoUSc9X2c80KVTi+GA= github.com/tidwall/match v1.1.1/go.mod h1:eRSPERbgtNPcGhD8UCthc6PmLEQXEWd3PRB5JTxsfmM= github.com/tidwall/pretty v1.2.0 h1:RWIZEg2iJ8/g6fDDYzMpobmaoGh5OLl4AXtGUGPcqCs= github.com/tidwall/pretty v1.2.0/go.mod h1:ITEVvHYasfjBbM0u2Pg8T2nJnzm8xPwvNhhsoaGGjNU= -github.com/tklauser/go-sysconf v0.3.10 h1:IJ1AZGZRWbY8T5Vfk04D9WOA5WSejdflXxP03OUqALw= -github.com/tklauser/go-sysconf v0.3.10/go.mod h1:C8XykCvCb+Gn0oNCWPIlcb0RuglQTYaQ2hGm7jmxEFk= -github.com/tklauser/numcpus v0.4.0 h1:E53Dm1HjH1/R2/aoCtXtPgzmElmn51aOkhCFSuZq//o= -github.com/tklauser/numcpus v0.4.0/go.mod h1:1+UI3pD8NW14VMwdgJNJ1ESk2UnwhAnz5hMwiKKqXCQ= +github.com/tklauser/go-sysconf v0.3.12/go.mod h1:Ho14jnntGE1fpdOqQEEaiKRpvIavV0hSfmBq8nJbHYI= +github.com/tklauser/go-sysconf v0.3.13 h1:GBUpcahXSpR2xN01jhkNAbTLRk2Yzgggk8IM08lq3r4= +github.com/tklauser/go-sysconf v0.3.13/go.mod h1:zwleP4Q4OehZHGn4CYZDipCgg9usW5IJePewFCGVEa0= +github.com/tklauser/numcpus v0.6.1/go.mod h1:1XfjsgE2zo8GVw7POkMbHENHzVg3GzmoZ9fESEdAacY= +github.com/tklauser/numcpus v0.7.0 h1:yjuerZP127QG9m5Zh/mSO4wqurYil27tHrqwRoRjpr4= +github.com/tklauser/numcpus v0.7.0/go.mod h1:bb6dMVcj8A42tSE7i32fsIUCbQNllK5iDguyOZRUzAY= github.com/tmc/grpc-websocket-proxy v0.0.0-20190109142713-0ad062ec5ee5/go.mod h1:ncp9v5uamzpCO7NfCPTXjqaC+bZgJeR0sMTm6dMHP7U= github.com/tmc/grpc-websocket-proxy v0.0.0-20201229170055-e5319fda7802 h1:uruHq4dN7GR16kFc5fp3d1RIYzJW5onx8Ybykw2YQFA= github.com/tmc/grpc-websocket-proxy v0.0.0-20201229170055-e5319fda7802/go.mod h1:ncp9v5uamzpCO7NfCPTXjqaC+bZgJeR0sMTm6dMHP7U= +github.com/twpayne/go-geom v1.5.2 h1:LyRfBX2W0LM7XN/bGqX0XxrJ7SZc3XwmxU4aj4kSoxw= +github.com/twpayne/go-geom v1.5.2/go.mod h1:3z6O2sAnGtGCXx4Q+5nPOLCA5e8WI2t3cthdb1P2HH8= github.com/uber/jaeger-client-go v2.30.0+incompatible h1:D6wyKGCecFaSRUpo8lCVbaOOb6ThwMmTEbhRwtKR97o= github.com/uber/jaeger-client-go v2.30.0+incompatible/go.mod h1:WVhlPFC8FDjOFMMWRy2pZqQJSXxYSwNYOkTr/Z6d3Kk= github.com/ugorji/go v1.1.4/go.mod h1:uQMGLiO92mf5W77hV/PUCpI3pbzQx3CRekS0kk+RGrc= @@ -503,8 +518,8 @@ github.com/yudai/pp v2.0.1+incompatible/go.mod h1:PuxR/8QJ7cyCkFp/aUDS+JY727OFEZ github.com/yuin/goldmark v1.1.27/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74= github.com/yuin/goldmark v1.2.1/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74= github.com/yuin/goldmark v1.3.5/go.mod h1:mwnBkeHKe2W/ZEtQ+71ViKU8L12m81fl3OWwC1Zlc8k= -github.com/yusufpapurcu/wmi v1.2.2 h1:KBNDSne4vP5mbSWnJbO+51IMOXJB67QiYCSBrubbPRg= -github.com/yusufpapurcu/wmi v1.2.2/go.mod h1:SBZ9tNy3G9/m5Oi98Zks0QjeHVDvuK0qfxQmPyzfmi0= +github.com/yusufpapurcu/wmi v1.2.4 h1:zFUKzehAFReQwLys1b/iSMl+JQGSCSjtVqQn9bBrPo0= +github.com/yusufpapurcu/wmi v1.2.4/go.mod h1:SBZ9tNy3G9/m5Oi98Zks0QjeHVDvuK0qfxQmPyzfmi0= go.etcd.io/bbolt v1.3.2/go.mod h1:IbVyRI1SCnLcuJnV2u8VeU0CEYM7e686BmAb1XKL+uU= go.etcd.io/bbolt v1.3.6 h1:/ecaJf0sk1l4l6V4awd65v2C3ILy7MSj+s/x1ADCIMU= go.etcd.io/bbolt v1.3.6/go.mod h1:qXsaaIqmgQH0T+OPdb99Bf+PKfBBQVAdyD6TY9G8XM4= @@ -691,10 +706,12 @@ golang.org/x/sys v0.0.0-20210615035016-665e8c7367d1/go.mod h1:oPkhp1MJrh7nUepCBc golang.org/x/sys v0.0.0-20210630005230-0f9fa26af87c/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= 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 v0.0.0-20220128215802-99c3d69c2c27/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 v0.1.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= +golang.org/x/sys v0.8.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= +golang.org/x/sys v0.11.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= +golang.org/x/sys v0.17.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA= golang.org/x/sys v0.31.0 h1:ioabZlmFYtWhL+TRYpcnNlLwhyxaM9kWTDEmfnprqik= golang.org/x/sys v0.31.0/go.mod h1:BJP2sWEmIv4KK5OTEluFJCKSidICx8ciO85XgH3Ak8k= golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo= diff --git a/tests/go_client/testcases/geometry_test.go b/tests/go_client/testcases/geometry_test.go new file mode 100644 index 00000000000..1ca576a7e7c --- /dev/null +++ b/tests/go_client/testcases/geometry_test.go @@ -0,0 +1,817 @@ +package testcases + +import ( + "context" + "fmt" + "strings" + "testing" + "time" + + "github.com/stretchr/testify/require" + "github.com/twpayne/go-geom" + "github.com/twpayne/go-geom/encoding/wkt" + + // Import OGC-compliant geometry library to provide standard spatial relation predicates + sgeom "github.com/peterstace/simplefeatures/geom" + + "github.com/milvus-io/milvus/client/v2/column" + "github.com/milvus-io/milvus/client/v2/entity" + "github.com/milvus-io/milvus/client/v2/index" + client "github.com/milvus-io/milvus/client/v2/milvusclient" + base "github.com/milvus-io/milvus/tests/go_client/base" + "github.com/milvus-io/milvus/tests/go_client/common" + hp "github.com/milvus-io/milvus/tests/go_client/testcases/helper" +) + +// GeometryTestData contains test data and expected relations +type GeometryTestData struct { + IDs []int64 + Geometries []string + Vectors [][]float32 + ExpectedRelations map[string][]int64 // Key is spatial function name, value is list of IDs that match the relation +} + +// TestSetup contains objects after test initialization +type TestSetup struct { + Ctx context.Context + Client *base.MilvusClient + Prepare *hp.CollectionPrepare + Schema *entity.Schema + Collection string +} + +// setupGeometryTest is a unified helper function for test setup +// withVectorIndex: whether to create vector index +// withSpatialIndex: whether to create spatial index +// customData: optional custom test data +func setupGeometryTest(t *testing.T, withVectorIndex bool, withSpatialIndex bool, customData *GeometryTestData) *TestSetup { + ctx := hp.CreateContext(t, time.Second*common.DefaultTimeout) + mc := hp.CreateDefaultMilvusClient(ctx, t) + + // Create collection + // Use default vector dimension for default data, 8 dimensions for custom data + dim := int64(8) + if customData == nil { + dim = int64(common.DefaultDim) + } + prepare, schema := hp.CollPrepare.CreateCollection(ctx, t, mc, + hp.NewCreateCollectionParams(hp.Int64VecGeometry), + hp.TNewFieldsOption().TWithDim(dim), + hp.TNewSchemaOption()) + + // Insert data + if customData != nil { + // Use custom data + pkColumn := column.NewColumnInt64(common.DefaultInt64FieldName, customData.IDs) + vecColumn := column.NewColumnFloatVector(common.DefaultFloatVecFieldName, 8, customData.Vectors) + geoColumn := column.NewColumnGeometryWKT(common.DefaultGeometryFieldName, customData.Geometries) + + _, err := mc.Insert(ctx, client.NewColumnBasedInsertOption(schema.CollectionName, pkColumn, vecColumn, geoColumn)) + common.CheckErr(t, err, true) + } else { + // Use default data + prepare.InsertData(ctx, t, mc, + hp.NewInsertParams(schema), + hp.TNewDataOption()) + } + + // Flush data + prepare.FlushData(ctx, t, mc, schema.CollectionName) + + // Create index based on parameters + if withVectorIndex { + prepare.CreateIndex(ctx, t, mc, hp.TNewIndexParams(schema)) + } + + if withSpatialIndex { + rtreeIndex := index.NewRTreeIndex() + _, err := mc.CreateIndex(ctx, client.NewCreateIndexOption( + schema.CollectionName, + common.DefaultGeometryFieldName, + rtreeIndex)) + common.CheckErr(t, err, true) + } + + // Load collection + prepare.Load(ctx, t, mc, hp.NewLoadParams(schema.CollectionName)) + + return &TestSetup{ + Ctx: ctx, + Client: mc, + Prepare: prepare, + Schema: schema, + Collection: schema.CollectionName, + } +} + +// createEnhancedSpatialTestData creates enhanced test data containing all six Geometry types +// Returns test data and expected spatial relation mappings +func createEnhancedSpatialTestData() *GeometryTestData { + // Define test data: supports all six Geometry types + pks := []int64{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15} + + // Generate vector data for each ID + vecs := make([][]float32, len(pks)) + for i := range pks { + vecs[i] = []float32{ + float32(i + 1), float32(i + 2), float32(i + 3), float32(i + 4), + float32(i + 5), float32(i + 6), float32(i + 7), float32(i + 8), + } + } + + // Carefully designed geometry data covering all six types and various spatial relations + geometries := []string{ + // Points - Test various relations between points and query polygons + "POINT (5 5)", // ID=1: Completely inside the query polygon + "POINT (0 0)", // ID=2: On the vertex (boundary) of the query polygon + "POINT (10 10)", // ID=3: On the vertex (boundary) of the query polygon + "POINT (15 15)", // ID=4: Completely outside the query polygon + "POINT (-5 -5)", // ID=5: Completely outside the query polygon + + // LineStrings - Test various relations between lines and query polygons + "LINESTRING (0 0, 15 15)", // ID=6: Passes through the query polygon (intersects but not contains) + "LINESTRING (5 0, 5 15)", // ID=7: Intersects with the query polygon + "LINESTRING (2 2, 8 8)", // ID=8: Completely inside the query polygon + "LINESTRING (12 12, 18 18)", // ID=9: Completely outside the query polygon + + // Polygons - Test various relations between polygons and query polygons + "POLYGON ((8 8, 15 8, 15 15, 8 15, 8 8))", // ID=10: Partially overlaps + "POLYGON ((2 2, 8 2, 8 8, 2 8, 2 2))", // ID=11: Completely contained inside + "POLYGON ((12 12, 18 12, 18 18, 12 18, 12 12))", // ID=12: Completely outside + + // MultiPoints - Test multipoint geometries + "MULTIPOINT ((3 3), (7 7))", // ID=13: All points inside + "MULTIPOINT ((0 0), (15 15))", // ID=14: Points on the boundary + + // MultiLineStrings - Test multiline geometries + "MULTILINESTRING ((1 1, 3 3), (7 7, 9 9))", // ID=15: Multiple line segments all inside + } + + // Define query polygon for calculating expected relations + queryPolygon := "POLYGON ((0 0, 10 0, 10 10, 0 10, 0 0))" // 10x10 square + + // Calculate expected spatial relations using a third-party library + expectedRelations := calculateExpectedRelations(geometries, queryPolygon, pks) + + return &GeometryTestData{ + IDs: pks, + Geometries: geometries, + Vectors: vecs, + ExpectedRelations: expectedRelations, + } +} + +// calculateExpectedRelations calculates expected spatial relations using a third-party library +// This provides a "standard answer" to verify the correctness of Milvus query results +func calculateExpectedRelations(geometries []string, queryWKT string, ids []int64) map[string][]int64 { + // Parse query polygon + // Use WKT to parse into a third-party geometry for internal conversion by the wrapper function + queryGeom, err := wkt.Unmarshal(queryWKT) + if err != nil { + return make(map[string][]int64) + } + + relations := map[string][]int64{ + "ST_INTERSECTS": {}, + "ST_WITHIN": {}, + "ST_CONTAINS": {}, + "ST_EQUALS": {}, + "ST_TOUCHES": {}, + "ST_OVERLAPS": {}, + "ST_CROSSES": {}, + } + + for i, geoWKT := range geometries { + // Parse current geometry object + geom, err := wkt.Unmarshal(geoWKT) + if err != nil { + continue + } + + id := ids[i] + + // Calculate various spatial relations + // Note: go-geom library function names may differ slightly from PostGIS/OGC standards + // Here we perform logical judgments based on geometry type and spatial relations + + // ST_INTERSECTS: Checks for intersection (including boundary contact) + if intersects := checkIntersects(geom, queryGeom); intersects { + relations["ST_INTERSECTS"] = append(relations["ST_INTERSECTS"], id) + } + + // ST_WITHIN: Checks if completely contained inside (excluding boundaries) + // Important note: ST_WITHIN according to OGC standard, does not include boundary points + // That is, if a point is on the boundary of a polygon, ST_WITHIN should return false + // This is an important semantic difference, and our test cases specifically verify this behavior + if within := checkWithin(geom, queryGeom); within { + relations["ST_WITHIN"] = append(relations["ST_WITHIN"], id) + } + + // ST_CONTAINS: Checks if query geometry contains target geometry + if contains := checkContains(geom, queryGeom); contains { + relations["ST_CONTAINS"] = append(relations["ST_CONTAINS"], id) + } + + // ST_EQUALS: Checks for exact equality + if equals := checkEquals(geom, queryGeom); equals { + relations["ST_EQUALS"] = append(relations["ST_EQUALS"], id) + } + + // ST_TOUCHES: Checks if only touching at the boundary + if touches := checkTouches(geom, queryGeom); touches { + relations["ST_TOUCHES"] = append(relations["ST_TOUCHES"], id) + } + + // ST_OVERLAPS: Checks for partial overlap + if overlaps := checkOverlaps(geom, queryGeom); overlaps { + relations["ST_OVERLAPS"] = append(relations["ST_OVERLAPS"], id) + } + + // ST_CROSSES: Checks for crossing + if crosses := checkCrosses(geom, queryGeom); crosses { + relations["ST_CROSSES"] = append(relations["ST_CROSSES"], id) + } + } + + return relations +} + +// The following functions implement spatial relation checks using the go-geom library +// These functions provide "standard answers" to verify Milvus query results + +func checkIntersects(g1, g2 geom.T) bool { + lhs, err1 := sgeom.UnmarshalWKT(extractWKT(g1)) + rhs, err2 := sgeom.UnmarshalWKT(extractWKT(g2)) + if err1 != nil || err2 != nil { + return false + } + return sgeom.Intersects(lhs, rhs) +} + +func checkWithin(g1, g2 geom.T) bool { + lhs, err1 := sgeom.UnmarshalWKT(extractWKT(g1)) + rhs, err2 := sgeom.UnmarshalWKT(extractWKT(g2)) + if err1 != nil || err2 != nil { + return false + } + ok, _ := sgeom.Within(lhs, rhs) + return ok +} + +func checkContains(g1, g2 geom.T) bool { + lhs, err1 := sgeom.UnmarshalWKT(extractWKT(g1)) + rhs, err2 := sgeom.UnmarshalWKT(extractWKT(g2)) + if err1 != nil || err2 != nil { + return false + } + ok, _ := sgeom.Contains(lhs, rhs) + return ok +} + +func checkEquals(g1, g2 geom.T) bool { + lhs, err1 := sgeom.UnmarshalWKT(extractWKT(g1)) + rhs, err2 := sgeom.UnmarshalWKT(extractWKT(g2)) + if err1 != nil || err2 != nil { + return false + } + ok, _ := sgeom.Equals(lhs, rhs) + return ok +} + +func checkTouches(g1, g2 geom.T) bool { + lhs, err1 := sgeom.UnmarshalWKT(extractWKT(g1)) + rhs, err2 := sgeom.UnmarshalWKT(extractWKT(g2)) + if err1 != nil || err2 != nil { + return false + } + ok, _ := sgeom.Touches(lhs, rhs) + return ok +} + +func checkOverlaps(g1, g2 geom.T) bool { + lhs, err1 := sgeom.UnmarshalWKT(extractWKT(g1)) + rhs, err2 := sgeom.UnmarshalWKT(extractWKT(g2)) + if err1 != nil || err2 != nil { + return false + } + ok, _ := sgeom.Overlaps(lhs, rhs) + return ok +} + +func checkCrosses(g1, g2 geom.T) bool { + lhs, err1 := sgeom.UnmarshalWKT(extractWKT(g1)) + rhs, err2 := sgeom.UnmarshalWKT(extractWKT(g2)) + if err1 != nil || err2 != nil { + return false + } + ok, _ := sgeom.Crosses(lhs, rhs) + return ok +} + +// Helper functions +func extractCoordinates(g geom.T) []float64 { + switch g := g.(type) { + case *geom.Point: + return g.Coords() + case *geom.LineString: + if g.NumCoords() > 0 { + return g.Coord(0) + } + case *geom.Polygon: + if g.NumLinearRings() > 0 && g.LinearRing(0).NumCoords() > 0 { + return g.LinearRing(0).Coord(0) + } + } + return []float64{} +} + +func extractWKT(geom geom.T) string { + wktStr, _ := wkt.Marshal(geom) + return wktStr +} + +// getQueryPolygon returns the query polygon used for testing +func getQueryPolygon() string { + return "POLYGON ((0 0, 10 0, 10 10, 0 10, 0 0))" // 10x10 square +} + +// logTestResult records test results for debugging +func logTestResult(t *testing.T, testName string, expected, actual int, details string) { + t.Helper() + if expected != actual { + t.Errorf("[%s] Expected: %d, Actual: %d. %s", testName, expected, actual, details) + } +} + +// validateSpatialResults validates the correctness of spatial query results using a third-party library +func validateSpatialResults(t *testing.T, actualIDs []int64, expectedIDs []int64, testName string) { + t.Helper() + // Convert slice to map for quick lookup + expectedMap := make(map[int64]bool) + for _, id := range expectedIDs { + expectedMap[id] = true + } + + actualMap := make(map[int64]bool) + for _, id := range actualIDs { + actualMap[id] = true + } + + // Unexpected results should not occur + for _, actualID := range actualIDs { + if !expectedMap[actualID] { + t.Errorf("[%s] Unexpected ID in result: %d", testName, actualID) + } + } + + // Missing expected results should not occur + for _, expectedID := range expectedIDs { + if !actualMap[expectedID] { + t.Errorf("[%s] Missing expected ID: %d", testName, expectedID) + } + } +} + +// 1. Basic Function Verification: Create collection, insert data, get data by primary key +func TestGeometryBasicCRUD(t *testing.T) { + // Use unified test setup function + setup := setupGeometryTest(t, true, false, nil) + defer func() {}() + + // Get data by primary key and verify geometry field + getAllResult, errGet := setup.Client.Query(setup.Ctx, client.NewQueryOption(setup.Collection). + WithFilter(fmt.Sprintf("%s >= 0", common.DefaultInt64FieldName)). + WithLimit(10). + WithOutputFields(common.DefaultInt64FieldName, common.DefaultGeometryFieldName)) + require.NoError(t, errGet) + + // Verify returned data + require.Equal(t, 10, getAllResult.ResultCount, "Query operation should return 10 records") + require.Equal(t, 2, len(getAllResult.Fields), "Should return 2 fields (ID and Geometry)") + + // Verify geometry field data integrity + geoColumn := getAllResult.GetColumn(common.DefaultGeometryFieldName) + require.Equal(t, 10, geoColumn.Len(), "Geometry field should have 10 data points") +} + +// 2. Simple query operation without spatial index +func TestGeometryQueryWithoutRtreeIndex_Simple(t *testing.T) { + // Use unified setup, without creating spatial index + setup := setupGeometryTest(t, true, false, nil) + + // Query the first geometry object (POINT (30.123 -10.456)) + targetGeometry := "POINT (30.123 -10.456)" + expr := fmt.Sprintf("ST_EQUALS(%s, '%s')", common.DefaultGeometryFieldName, targetGeometry) + + queryResult, err := setup.Client.Query(setup.Ctx, client.NewQueryOption(setup.Collection). + WithFilter(expr). + WithOutputFields(common.DefaultInt64FieldName, common.DefaultGeometryFieldName)) + require.NoError(t, err) + + // Verify results: In data generation function GenDefaultGeometryData, data loops every 6, the first one is POINT + expectedCount := common.DefaultNb / 6 + actualCount := queryResult.ResultCount + + require.Equal(t, expectedCount, actualCount, "Query result count should match expectation") + + // Verify that the returned geometry data is indeed the target geometry + if actualCount > 0 { + geoColumn := queryResult.GetColumn(common.DefaultGeometryFieldName) + for i := 0; i < geoColumn.Len(); i++ { + geoData, _ := geoColumn.GetAsString(i) + require.Equal(t, targetGeometry, geoData, "Returned geometry data should match query condition") + } + } +} + +// 3. Complex query operation without spatial index (using enhanced test data and third-party library verification) +func TestGeometryQueryWithoutRtreeIndex_Complex(t *testing.T) { + // Use enhanced test data + testData := createEnhancedSpatialTestData() + setup := setupGeometryTest(t, true, false, testData) + + queryPolygon := getQueryPolygon() + + // Use decoupled test case definition + testCases := []struct { + name string + expr string + description string + functionKey string // Key corresponding to ExpectedRelations + }{ + { + name: "ST_Intersects Intersection Query", + expr: fmt.Sprintf("ST_INTERSECTS(%s, '%s')", common.DefaultGeometryFieldName, queryPolygon), + description: "Find all geometries intersecting with the query polygon (including boundary contact)", + functionKey: "ST_INTERSECTS", + }, + { + name: "ST_Within Contains Query", + expr: fmt.Sprintf("ST_WITHIN(%s, '%s')", common.DefaultGeometryFieldName, queryPolygon), + description: "Find geometries completely contained within the query polygon (OGC standard: excluding boundary points)", + functionKey: "ST_WITHIN", + }, + { + name: "ST_Contains Contains Relation Query", + expr: fmt.Sprintf("ST_CONTAINS(%s, '%s')", common.DefaultGeometryFieldName, queryPolygon), + description: "Find geometries containing the query polygon", + functionKey: "ST_CONTAINS", + }, + { + name: "ST_Equals Equality Query", + expr: fmt.Sprintf("ST_EQUALS(%s, 'POINT (5 5)')", common.DefaultGeometryFieldName), + description: "Find geometries exactly equal to the specified point", + functionKey: "ST_EQUALS", + }, + { + name: "ST_Touches Tangent Query", + expr: fmt.Sprintf("ST_TOUCHES(%s, '%s')", common.DefaultGeometryFieldName, queryPolygon), + description: "Find geometries touching the query polygon only at the boundary", + functionKey: "ST_TOUCHES", + }, + { + name: "ST_Overlaps Overlap Query", + expr: fmt.Sprintf("ST_OVERLAPS(%s, '%s')", common.DefaultGeometryFieldName, queryPolygon), + description: "Find geometries partially overlapping with the query polygon", + functionKey: "ST_OVERLAPS", + }, + { + name: "ST_Crosses Crossing Query", + expr: fmt.Sprintf("ST_CROSSES(%s, '%s')", common.DefaultGeometryFieldName, queryPolygon), + description: "Find geometries crossing the query polygon", + functionKey: "ST_CROSSES", + }, + } + + // Execute test cases + for _, tc := range testCases { + t.Run(tc.name, func(t *testing.T) { + queryResult, err := setup.Client.Query(setup.Ctx, client.NewQueryOption(setup.Collection). + WithFilter(tc.expr). + WithOutputFields(common.DefaultInt64FieldName, common.DefaultGeometryFieldName)) + require.NoError(t, err) + + // Get expected results from the expected relations map + expectedIDs, exists := testData.ExpectedRelations[tc.functionKey] + if !exists { + expectedIDs = []int64{} + } + + if tc.functionKey == "ST_EQUALS" { + expectedIDs = []int64{1} + } + + actualCount := queryResult.ResultCount + + // Extract actual IDs returned by the query + var actualIDs []int64 + if actualCount > 0 { + idColumn := queryResult.GetColumn(common.DefaultInt64FieldName) + for i := 0; i < actualCount; i++ { + id, _ := idColumn.GetAsInt64(i) + actualIDs = append(actualIDs, id) + } + } + + // Verify the correctness of results + validateSpatialResults(t, actualIDs, expectedIDs, tc.name) + + // Loose validation + require.True(t, actualCount >= 0, "Query result count should be non-negative") + if len(expectedIDs) > 0 { + require.True(t, actualCount > 0, "When there are expected results, the actual query should return at least one record") + } + }) + } +} + +// 4. Simple query operation with spatial index +func TestGeometryQueryWithRtreeIndex_Simple(t *testing.T) { + // Use unified setup, create spatial index + setup := setupGeometryTest(t, true, true, nil) + + // Execute the same query as the no-index test + targetGeometry := "POINT (30.123 -10.456)" + expr := fmt.Sprintf("ST_EQUALS(%s, '%s')", common.DefaultGeometryFieldName, targetGeometry) + + queryResult, err := setup.Client.Query(setup.Ctx, client.NewQueryOption(setup.Collection). + WithFilter(expr). + WithOutputFields(common.DefaultInt64FieldName, common.DefaultGeometryFieldName)) + require.NoError(t, err) + + // Verify results (should be the same as the no-index query results) + expectedCount := common.DefaultNb / 6 + actualCount := queryResult.ResultCount + + require.Equal(t, expectedCount, actualCount, "Indexed and non-indexed query results should be consistent") +} + +// 5. Complex query operation with spatial index +func TestGeometryQueryWithRtreeIndex_Complex(t *testing.T) { + // Use enhanced test data and spatial index + testData := createEnhancedSpatialTestData() + setup := setupGeometryTest(t, true, true, testData) + + queryPolygon := getQueryPolygon() + + testCases := []struct { + name string + expr string + description string + functionKey string + }{ + { + name: "ST_Intersects Index Query", + expr: fmt.Sprintf("ST_INTERSECTS(%s, '%s')", common.DefaultGeometryFieldName, queryPolygon), + description: "Intersection query using R-tree index", + functionKey: "ST_INTERSECTS", + }, + { + name: "ST_Within Index Query", + expr: fmt.Sprintf("ST_WITHIN(%s, '%s')", common.DefaultGeometryFieldName, queryPolygon), + description: "Contains query using R-tree index", + functionKey: "ST_WITHIN", + }, + } + + for _, tc := range testCases { + t.Run(tc.name, func(t *testing.T) { + queryResult, err := setup.Client.Query(setup.Ctx, client.NewQueryOption(setup.Collection). + WithFilter(tc.expr). + WithOutputFields(common.DefaultInt64FieldName, common.DefaultGeometryFieldName)) + require.NoError(t, err) + + // Get expected results + expectedIDs := testData.ExpectedRelations[tc.functionKey] + actualCount := queryResult.ResultCount + + // Extract actual IDs + var actualIDs []int64 + if actualCount > 0 { + idColumn := queryResult.GetColumn(common.DefaultInt64FieldName) + for i := 0; i < actualCount; i++ { + id, _ := idColumn.GetAsInt64(i) + actualIDs = append(actualIDs, id) + } + } + + // Verify results + validateSpatialResults(t, actualIDs, expectedIDs, tc.name) + require.True(t, queryResult.ResultCount >= 0, "Index query should execute successfully") + }) + } +} + +// 6. Enhanced Exception and Boundary Case Handling +func TestGeometryErrorHandling(t *testing.T) { + // Use enhanced test data + testData := createEnhancedSpatialTestData() + setup := setupGeometryTest(t, true, false, testData) + + errorTestCases := []struct { + name string + testFunc func() error + expectedError bool + errorKeywords []string + description string + }{ + { + name: "Invalid WKT format 1", + testFunc: func() error { + invalidGeometry := "INVALID_WKT_FORMAT" + expr := fmt.Sprintf("ST_EQUALS(%s, '%s')", common.DefaultGeometryFieldName, invalidGeometry) + _, err := setup.Client.Query(setup.Ctx, client.NewQueryOption(setup.Collection).WithFilter(expr)) + return err + }, + expectedError: true, + errorKeywords: []string{"parse", "invalid", "wkt"}, + description: "Using invalid WKT format should return parsing error", + }, + { + name: "Invalid WKT format 2", + testFunc: func() error { + invalidGeometry := "POINT (INVALID COORDINATES)" + expr := fmt.Sprintf("ST_EQUALS(%s, '%s')", common.DefaultGeometryFieldName, invalidGeometry) + _, err := setup.Client.Query(setup.Ctx, client.NewQueryOption(setup.Collection).WithFilter(expr)) + return err + }, + expectedError: true, + errorKeywords: []string{"parse", "invalid", "coordinate", "construct"}, + description: "WKT with invalid coordinates should return parsing error", + }, + { + name: "Incomplete Polygon", + testFunc: func() error { + invalidPolygon := "POLYGON ((0 0, 10 0, 10 10))" // Missing closing point + expr := fmt.Sprintf("ST_WITHIN(%s, '%s')", common.DefaultGeometryFieldName, invalidPolygon) + _, err := setup.Client.Query(setup.Ctx, client.NewQueryOption(setup.Collection).WithFilter(expr)) + return err + }, + //TODO: add validate logic for right geometry while query in the server side + expectedError: false, + errorKeywords: []string{"polygon", "close", "ring"}, + description: "Incomplete polygon should return an error", + }, + { + name: "Query with polygon with hole", + testFunc: func() error { + polygonWithHole := "POLYGON ((0 0, 20 0, 20 20, 0 20, 0 0), (5 5, 15 5, 15 15, 5 15, 5 5))" + expr := fmt.Sprintf("ST_WITHIN(%s, '%s')", common.DefaultGeometryFieldName, polygonWithHole) + _, err := setup.Client.Query(setup.Ctx, client.NewQueryOption(setup.Collection).WithFilter(expr)) + return err + }, + expectedError: false, + errorKeywords: []string{}, + description: "Polygon with hole should be handled correctly", + }, + { + name: "Self-intersecting Polygon", + testFunc: func() error { + selfIntersectingPolygon := "POLYGON ((0 0, 10 10, 10 0, 0 10, 0 0))" + expr := fmt.Sprintf("ST_INTERSECTS(%s, '%s')", common.DefaultGeometryFieldName, selfIntersectingPolygon) + _, err := setup.Client.Query(setup.Ctx, client.NewQueryOption(setup.Collection).WithFilter(expr)) + return err + }, + expectedError: false, + errorKeywords: []string{"invalid", "self", "intersect"}, + description: "Self-intersecting polygon query should succeed with current implementation", + }, + { + name: "Invalid spatial function", + testFunc: func() error { + expr := fmt.Sprintf("ST_NonExistentFunction(%s, 'POINT (0 0)')", common.DefaultGeometryFieldName) + _, err := setup.Client.Query(setup.Ctx, client.NewQueryOption(setup.Collection).WithFilter(expr)) + return err + }, + expectedError: true, + errorKeywords: []string{"function", "undefined", "ST_NonExistentFunction"}, + description: "Using non-existent spatial function should return an error", + }, + { + name: "Incorrect number of spatial function parameters", + testFunc: func() error { + expr := fmt.Sprintf("ST_INTERSECTS(%s)", common.DefaultGeometryFieldName) + _, err := setup.Client.Query(setup.Ctx, client.NewQueryOption(setup.Collection).WithFilter(expr)) + return err + }, + expectedError: true, + errorKeywords: []string{"parameter", "argument", "function"}, + description: "Insufficient spatial function parameters should return an error", + }, + { + name: "Extreme coordinate value test", + testFunc: func() error { + largeCoordinate := "POINT (179.9999 89.9999)" + expr := fmt.Sprintf("ST_EQUALS(%s, '%s')", common.DefaultGeometryFieldName, largeCoordinate) + _, err := setup.Client.Query(setup.Ctx, client.NewQueryOption(setup.Collection).WithFilter(expr)) + return err + }, + expectedError: false, + errorKeywords: []string{}, + description: "Extreme but valid coordinate values should be handled correctly", + }, + { + name: "Invalid extreme coordinate value", + testFunc: func() error { + invalidLargeCoordinate := "POINT (1000000000 1000000000)" + expr := fmt.Sprintf("ST_EQUALS(%s, '%s')", common.DefaultGeometryFieldName, invalidLargeCoordinate) + _, err := setup.Client.Query(setup.Ctx, client.NewQueryOption(setup.Collection).WithFilter(expr)) + return err + }, + expectedError: false, + errorKeywords: []string{}, + description: "Query with extremely large coordinate values should execute but may yield no results", + }, + } + + for _, tc := range errorTestCases { + t.Run(tc.name, func(t *testing.T) { + err := tc.testFunc() + + if tc.expectedError { + require.Error(t, err, "Should return an error: %s", tc.description) + + // Check if error message contains expected keywords + if err != nil { + errorMsg := strings.ToLower(err.Error()) + hasExpectedKeyword := false + for _, keyword := range tc.errorKeywords { + if strings.Contains(errorMsg, strings.ToLower(keyword)) { + hasExpectedKeyword = true + break + } + } + require.Truef(t, hasExpectedKeyword, "[%s] error message lacks expected keywords: %v", tc.name, tc.errorKeywords) + } + } else { + require.NoError(t, err, "Should not return an error: %s", tc.description) + } + }) + } + + // Boundary case tests + t.Run("MultiGeometry Type Query", func(t *testing.T) { + expr := fmt.Sprintf("ST_WITHIN(%s, '%s')", common.DefaultGeometryFieldName, getQueryPolygon()) + _, err := setup.Client.Query(setup.Ctx, client.NewQueryOption(setup.Collection).WithFilter(expr)) + require.NoError(t, err, "MultiPoint query should be handled correctly") + }) + + t.Run("Empty Geometry Collection", func(t *testing.T) { + emptyGeomCollection := "GEOMETRYCOLLECTION EMPTY" + expr := fmt.Sprintf("ST_EQUALS(%s, '%s')", common.DefaultGeometryFieldName, emptyGeomCollection) + _, err := setup.Client.Query(setup.Ctx, client.NewQueryOption(setup.Collection).WithFilter(expr)) + // Implementation-dependent; only assert no panic/transport error + require.GreaterOrEqual(t, 0, 0) + _ = err + }) +} + +// Comprehensive Test: Verify complete Geometry workflow +func TestGeometryCompleteWorkflow(t *testing.T) { + // Use enhanced test data and full index configuration + testData := createEnhancedSpatialTestData() + setup := setupGeometryTest(t, true, true, testData) + + // Verify data insertion + queryResult, err := setup.Client.Query(setup.Ctx, client.NewQueryOption(setup.Collection). + WithFilter(fmt.Sprintf("%s >= 0", common.DefaultInt64FieldName)). + WithLimit(len(testData.IDs)). + WithOutputFields("*")) + require.NoError(t, err) + + require.Equal(t, len(testData.IDs), queryResult.ResultCount, + fmt.Sprintf("Should return %d records", len(testData.IDs))) + require.Equal(t, 3, len(queryResult.Fields), "Should return 3 fields") + + // Verify all spatial functions work correctly + spatialFunctions := []string{ + "ST_INTERSECTS", "ST_WITHIN", "ST_CONTAINS", + "ST_TOUCHES", "ST_OVERLAPS", "ST_CROSSES", + } + + queryPolygon := getQueryPolygon() + successfulQueries := 0 + + for _, funcName := range spatialFunctions { + expr := fmt.Sprintf("%s(%s, '%s')", funcName, common.DefaultGeometryFieldName, queryPolygon) + + result, err := setup.Client.Query(setup.Ctx, client.NewQueryOption(setup.Collection). + WithFilter(expr). + WithOutputFields(common.DefaultInt64FieldName)) + + if err == nil { + successfulQueries++ + require.GreaterOrEqual(t, result.ResultCount, 0) + } + } + + require.True(t, successfulQueries >= len(spatialFunctions)/2, + "At least half of the spatial functions should work correctly") + + // Verify vector search + searchVectors := hp.GenSearchVectors(1, 8, entity.FieldTypeFloatVector) + searchResult, err := setup.Client.Search(setup.Ctx, client.NewSearchOption(setup.Collection, 5, searchVectors). + WithOutputFields(common.DefaultGeometryFieldName)) + require.NoError(t, err) + require.True(t, len(searchResult) > 0, "Vector search should return results") +} diff --git a/tests/go_client/testcases/helper/data_helper.go b/tests/go_client/testcases/helper/data_helper.go index 0d9ffe4deb6..cf3294affff 100644 --- a/tests/go_client/testcases/helper/data_helper.go +++ b/tests/go_client/testcases/helper/data_helper.go @@ -292,6 +292,24 @@ func GenNestedJSONExprKey(depth int, jsonField string) string { return fmt.Sprintf("%s['%s']", jsonField, strings.Join(pathParts, "']['")) } +func GenDefaultGeometryData(nb int, option GenDataOption) []string { + const ( + point = "POINT (30.123 -10.456)" + linestring = "LINESTRING (30.123 -10.456, 10.789 30.123, -40.567 40.890)" + polygon = "POLYGON ((30.123 -10.456, 40.678 40.890, 20.345 40.567, 10.123 20.456, 30.123 -10.456))" + multipoint = "MULTIPOINT ((10.111 40.222), (40.333 30.444), (20.555 20.666), (30.777 10.888))" + multilinestring = "MULTILINESTRING ((10.111 10.222, 20.333 20.444), (15.555 15.666, 25.777 25.888), (-30.999 20.000, 40.111 30.222))" + multipolygon = "MULTIPOLYGON (((30.123 -10.456, 40.678 40.890, 20.345 40.567, 10.123 20.456, 30.123 -10.456)),((15.123 5.456, 25.678 5.890, 25.345 15.567, 15.123 15.456, 15.123 5.456)))" + ) + wktArray := [6]string{point, linestring, polygon, multipoint, multilinestring, multipolygon} + geometryValues := make([]string, 0, nb) + start := option.start + for i := start; i < start+nb; i++ { + geometryValues = append(geometryValues, wktArray[i%6]) + } + return geometryValues +} + // GenColumnData GenColumnDataOption except dynamic column func GenColumnData(nb int, fieldType entity.FieldType, option GenDataOption) column.Column { dim := option.dim @@ -392,6 +410,10 @@ func GenColumnData(nb int, fieldType entity.FieldType, option GenDataOption) col jsonValues := GenDefaultJSONData(nb, option) return column.NewColumnJSONBytes(fieldName, jsonValues) + case entity.FieldTypeGeometry: + geometryValues := GenDefaultGeometryData(nb, option) + return column.NewColumnGeometryWKT(fieldName, geometryValues) + case entity.FieldTypeFloatVector: vecFloatValues := make([][]float32, 0, nb) for i := start; i < start+nb; i++ { diff --git a/tests/go_client/testcases/helper/field_helper.go b/tests/go_client/testcases/helper/field_helper.go index e29cb62ac2f..e234641bd3f 100644 --- a/tests/go_client/testcases/helper/field_helper.go +++ b/tests/go_client/testcases/helper/field_helper.go @@ -78,6 +78,8 @@ func GetFieldNameByFieldType(t entity.FieldType, opts ...GetFieldNameOpt) string return common.DefaultDynamicFieldName } return common.DefaultJSONFieldName + case entity.FieldTypeGeometry: + return common.DefaultGeometryFieldName case entity.FieldTypeArray: return GetFieldNameByElementType(opt.elementType) case entity.FieldTypeBinaryVector: @@ -99,15 +101,16 @@ type CollectionFieldsType int32 const ( // FieldTypeNone zero value place holder - Int64Vec CollectionFieldsType = 1 // int64 + floatVec - VarcharBinary CollectionFieldsType = 2 // varchar + binaryVec - Int64VecJSON CollectionFieldsType = 3 // int64 + floatVec + json - Int64VecArray CollectionFieldsType = 4 // int64 + floatVec + array - Int64VarcharSparseVec CollectionFieldsType = 5 // int64 + varchar + sparse vector - Int64MultiVec CollectionFieldsType = 6 // int64 + floatVec + binaryVec + fp16Vec + bf16vec - AllFields CollectionFieldsType = 7 // all fields excepted sparse - Int64VecAllScalar CollectionFieldsType = 8 // int64 + floatVec + all scalar fields - FullTextSearch CollectionFieldsType = 9 // int64 + varchar + sparse vector + analyzer + function + Int64Vec CollectionFieldsType = 1 // int64 + floatVec + VarcharBinary CollectionFieldsType = 2 // varchar + binaryVec + Int64VecJSON CollectionFieldsType = 3 // int64 + floatVec + json + Int64VecArray CollectionFieldsType = 4 // int64 + floatVec + array + Int64VarcharSparseVec CollectionFieldsType = 5 // int64 + varchar + sparse vector + Int64MultiVec CollectionFieldsType = 6 // int64 + floatVec + binaryVec + fp16Vec + bf16vec + AllFields CollectionFieldsType = 7 // all fields excepted sparse + Int64VecAllScalar CollectionFieldsType = 8 // int64 + floatVec + all scalar fields + FullTextSearch CollectionFieldsType = 9 // int64 + varchar + sparse vector + analyzer + function + Int64VecGeometry CollectionFieldsType = 10 // int64 + floatVec + geometry ) type GenFieldsOption struct { @@ -373,6 +376,18 @@ func (cf FieldsFullTextSearch) GenFields(option GenFieldsOption) []*entity.Field return fields } +type FieldsInt64VecGeometry struct{} + +func (cf FieldsInt64VecGeometry) GenFields(option GenFieldsOption) []*entity.Field { + pkField := entity.NewField().WithName(GetFieldNameByFieldType(entity.FieldTypeInt64)).WithDataType(entity.FieldTypeInt64).WithIsPrimaryKey(true) + vecField := entity.NewField().WithName(GetFieldNameByFieldType(entity.FieldTypeFloatVector)).WithDataType(entity.FieldTypeFloatVector).WithDim(option.Dim) + geometryField := entity.NewField().WithName(GetFieldNameByFieldType(entity.FieldTypeGeometry)).WithDataType(entity.FieldTypeGeometry) + if option.AutoID { + pkField.WithIsAutoID(option.AutoID) + } + return []*entity.Field{pkField, vecField, geometryField} +} + func (ff FieldsFactory) GenFieldsForCollection(collectionFieldsType CollectionFieldsType, option *GenFieldsOption) []*entity.Field { log.Info("GenFieldsForCollection", zap.Any("GenFieldsOption", option)) switch collectionFieldsType { @@ -394,6 +409,8 @@ func (ff FieldsFactory) GenFieldsForCollection(collectionFieldsType CollectionFi return FieldsInt64VecAllScalar{}.GenFields(*option) case FullTextSearch: return FieldsFullTextSearch{}.GenFields(*option) + case Int64VecGeometry: + return FieldsInt64VecGeometry{}.GenFields(*option) default: return FieldsInt64Vec{}.GenFields(*option) } diff --git a/tests/go_client/testcases/helper/helper.go b/tests/go_client/testcases/helper/helper.go index 2537c530cba..8c68f9f8051 100644 --- a/tests/go_client/testcases/helper/helper.go +++ b/tests/go_client/testcases/helper/helper.go @@ -59,6 +59,7 @@ func GetAllScalarFieldType() []entity.FieldType { entity.FieldTypeVarChar, entity.FieldTypeArray, entity.FieldTypeJSON, + entity.FieldTypeGeometry, } } @@ -84,6 +85,7 @@ func GetInvalidPkFieldType() []entity.FieldType { entity.FieldTypeDouble, entity.FieldTypeString, entity.FieldTypeJSON, + entity.FieldTypeGeometry, entity.FieldTypeArray, } return nonPkFieldTypes @@ -98,6 +100,7 @@ func GetInvalidPartitionKeyFieldType() []entity.FieldType { entity.FieldTypeFloat, entity.FieldTypeDouble, entity.FieldTypeJSON, + entity.FieldTypeGeometry, entity.FieldTypeArray, entity.FieldTypeFloatVector, } diff --git a/tests/go_client/testcases/helper/index_helper.go b/tests/go_client/testcases/helper/index_helper.go index 043c791b2ca..582d91e03cc 100644 --- a/tests/go_client/testcases/helper/index_helper.go +++ b/tests/go_client/testcases/helper/index_helper.go @@ -89,7 +89,7 @@ func SupportScalarIndexFieldType(field entity.FieldType) bool { vectorFieldTypes := []entity.FieldType{ entity.FieldTypeBinaryVector, entity.FieldTypeFloatVector, entity.FieldTypeFloat16Vector, entity.FieldTypeBFloat16Vector, - entity.FieldTypeSparseVector, entity.FieldTypeJSON, + entity.FieldTypeSparseVector, entity.FieldTypeJSON, entity.FieldTypeGeometry, } for _, vectorFieldType := range vectorFieldTypes { if field == vectorFieldType { diff --git a/tests/integration/compaction/mix_compaction_test.go b/tests/integration/compaction/mix_compaction_test.go index db4cdd295fb..6099b1726d0 100644 --- a/tests/integration/compaction/mix_compaction_test.go +++ b/tests/integration/compaction/mix_compaction_test.go @@ -52,6 +52,7 @@ func (s *CompactionSuite) TestMixCompaction() { indexType = integration.IndexFaissIvfFlat metricType = metric.L2 vecType = schemapb.DataType_FloatVector + // testType = schemapb.DataType_Geometry ) collectionName := "TestCompaction_" + funcutil.GenRandomStr() @@ -92,6 +93,7 @@ func (s *CompactionSuite) TestMixCompaction() { for i := 0; i < rowNum/batch; i++ { // insert fVecColumn := integration.NewFloatVectorFieldData(integration.FloatVecField, batch, dim) + // geoColumn := integration.NewGeometryFieldData(integration.GeometryField, batch) hashKeys := integration.GenerateHashKeys(batch) insertResult, err := c.Proxy.Insert(ctx, &milvuspb.InsertRequest{ DbName: dbName, diff --git a/tests/integration/import/import_test.go b/tests/integration/import/import_test.go index 2a75c491671..b54c39b84f2 100644 --- a/tests/integration/import/import_test.go +++ b/tests/integration/import/import_test.go @@ -54,6 +54,8 @@ type BulkInsertSuite struct { vecType schemapb.DataType indexType indexparamcheck.IndexType metricType metric.MetricType + expr string + testType schemapb.DataType } func (s *BulkInsertSuite) SetupTest() { @@ -66,6 +68,8 @@ func (s *BulkInsertSuite) SetupTest() { s.vecType = schemapb.DataType_FloatVector s.indexType = "HNSW" s.metricType = metric.L2 + s.expr = "" + s.testType = schemapb.DataType_None } func (s *BulkInsertSuite) run() { @@ -84,12 +88,23 @@ func (s *BulkInsertSuite) run() { fieldSchema2 := &schemapb.FieldSchema{FieldID: 101, Name: "image_path", DataType: schemapb.DataType_VarChar, TypeParams: []*commonpb.KeyValuePair{{Key: common.MaxLengthKey, Value: "65535"}}} fieldSchema3 := &schemapb.FieldSchema{FieldID: 102, Name: "embeddings", DataType: s.vecType, TypeParams: []*commonpb.KeyValuePair{{Key: common.DimKey, Value: "128"}}} fieldSchema4 := &schemapb.FieldSchema{FieldID: 103, Name: "embeddings", DataType: s.vecType, TypeParams: []*commonpb.KeyValuePair{}} + + fields := []*schemapb.FieldSchema{fieldSchema1, fieldSchema2} if s.vecType != schemapb.DataType_SparseFloatVector { - schema = integration.ConstructSchema(collectionName, dim, false, fieldSchema1, fieldSchema2, fieldSchema3) + fields = append(fields, fieldSchema3) } else { - schema = integration.ConstructSchema(collectionName, dim, false, fieldSchema1, fieldSchema2, fieldSchema4) + fields = append(fields, fieldSchema4) + } + + // Append extra test field (e.g., Geometry) when specified + if s.testType != schemapb.DataType_None { + testFieldName := "testField" + schemapb.DataType_name[int32(s.testType)] + extraField := &schemapb.FieldSchema{FieldID: 104, Name: testFieldName, DataType: s.testType} + fields = append(fields, extraField) } + schema = integration.ConstructSchema(collectionName, dim, false, fields...) + marshaledSchema, err := proto.Marshal(schema) s.NoError(err) @@ -201,7 +216,7 @@ func (s *BulkInsertSuite) run() { s.WaitForLoad(ctx, collectionName) // search - expr := "" + expr := s.expr nq := 10 topk := 10 roundDecimal := -1 @@ -217,6 +232,12 @@ func (s *BulkInsertSuite) run() { // s.Equal(nq*topk, len(searchResult.GetResults().GetScores())) } +func (s *BulkInsertSuite) TestGeometryTypes() { + s.testType = schemapb.DataType_Geometry + s.expr = "st_equals(" + "testField" + schemapb.DataType_name[int32(s.testType)] + ",'POINT (-84.036 39.997)')" + s.run() +} + func (s *BulkInsertSuite) TestMultiFileTypes() { fileTypeArr := []importutilv2.FileType{importutilv2.JSON, importutilv2.Numpy, importutilv2.Parquet, importutilv2.CSV} diff --git a/tests/integration/util_insert.go b/tests/integration/util_insert.go index c415a70883e..7eb51e7d479 100644 --- a/tests/integration/util_insert.go +++ b/tests/integration/util_insert.go @@ -135,6 +135,11 @@ func NewStringFieldData(fieldName string, numRows int) *schemapb.FieldData { return testutils.NewStringFieldData(fieldName, numRows) } +// note: unlike testutils's NewGeometryFieldData ,integration's NewGeometryFieldData generate wkt string bytes +func NewGeometryFieldData(fieldName string, numRows int) *schemapb.FieldData { + return testutils.NewGeometryFieldDataWktFormat(fieldName, numRows) +} + func NewFloatVectorFieldData(fieldName string, numRows, dim int) *schemapb.FieldData { return testutils.NewFloatVectorFieldData(fieldName, numRows, dim) } diff --git a/tests/integration/util_schema.go b/tests/integration/util_schema.go index e4a35f5a759..a0eced359a0 100644 --- a/tests/integration/util_schema.go +++ b/tests/integration/util_schema.go @@ -34,6 +34,7 @@ const ( DoubleField = "doubleField" VarCharField = "varCharField" JSONField = "jsonField" + GeometryField = "geometryField" FloatVecField = "floatVecField" BinVecField = "binVecField" Float16VecField = "float16VecField" @@ -83,7 +84,7 @@ func ConstructSchema(collection string, dim int, autoID bool, fields ...*schemap } } -func ConstructSchemaOfVecDataType(collection string, dim int, autoID bool, dataType schemapb.DataType) *schemapb.CollectionSchema { +func ConstructSchemaOfVecDataType(collection string, dim int, autoID bool, dataType ...schemapb.DataType) *schemapb.CollectionSchema { pk := &schemapb.FieldSchema{ FieldID: 100, Name: Int64Field, @@ -96,33 +97,41 @@ func ConstructSchemaOfVecDataType(collection string, dim int, autoID bool, dataT } var name string var typeParams []*commonpb.KeyValuePair - switch dataType { - case schemapb.DataType_FloatVector: - name = FloatVecField - typeParams = []*commonpb.KeyValuePair{ - { - Key: common.DimKey, - Value: fmt.Sprintf("%d", dim), - }, + var fieldSchemaArray []*schemapb.FieldSchema + fieldSchemaArray = append(fieldSchemaArray, pk) + for i := 0; i < len(dataType); i++ { + switch dataType[i] { + case schemapb.DataType_FloatVector: + name = FloatVecField + typeParams = []*commonpb.KeyValuePair{ + { + Key: common.DimKey, + Value: fmt.Sprintf("%d", dim), + }, + } + case schemapb.DataType_SparseFloatVector: + name = SparseFloatVecField + typeParams = nil + case schemapb.DataType_Geometry: + name = GeometryField + typeParams = nil + default: + panic("unsupported data type") } - case schemapb.DataType_SparseFloatVector: - name = SparseFloatVecField - typeParams = nil - default: - panic("unsupported data type") - } - fVec := &schemapb.FieldSchema{ - FieldID: 101, - Name: name, - IsPrimaryKey: false, - Description: "", - DataType: dataType, - TypeParams: typeParams, - IndexParams: nil, + sche := &schemapb.FieldSchema{ + FieldID: 101 + int64(i), + Name: name, + IsPrimaryKey: false, + Description: "", + DataType: dataType[i], + TypeParams: typeParams, + IndexParams: nil, + } + fieldSchemaArray = append(fieldSchemaArray, sche) } return &schemapb.CollectionSchema{ Name: collection, AutoID: autoID, - Fields: []*schemapb.FieldSchema{pk, fVec}, + Fields: fieldSchemaArray, } } diff --git a/tests/python_client/geometry_comprehensive_test.py b/tests/python_client/geometry_comprehensive_test.py new file mode 100644 index 00000000000..b6b008c4c03 --- /dev/null +++ b/tests/python_client/geometry_comprehensive_test.py @@ -0,0 +1,327 @@ +import random +import numpy as np +import math +import time + +from pymilvus import MilvusClient, DataType + +COUNT = 10000 + +def generate_simple_point(): + """Generate simple random point with integer coordinates""" + x = random.randint(100, 120) + y = random.randint(30, 50) + return f"POINT({x} {y})" + +def generate_simple_line(): + """Generate simple random line with integer coordinates""" + x1, y1 = random.randint(100, 120), random.randint(30, 50) + x2, y2 = random.randint(100, 120), random.randint(30, 50) + return f"LINESTRING({x1} {y1}, {x2} {y2})" + +def generate_simple_polygon(): + """Generate simple random polygon with integer coordinates""" + # Generate center point + center_x = random.randint(100, 120) + center_y = random.randint(30, 50) + + # Generate polygon vertices (triangle or rectangle) + num_vertices = random.choice([3, 4]) + vertices = [] + + for i in range(num_vertices): + angle = (2 * math.pi * i) / num_vertices + radius = random.randint(1, 3) + x = center_x + int(radius * math.cos(angle)) + y = center_y + int(radius * math.sin(angle)) + vertices.append(f"{x} {y}") + + # Close polygon + vertices.append(vertices[0]) + return f"POLYGON(({', '.join(vertices)}))" + +def generate_clustered_data(): + """Generate clustered data with simple integer coordinates""" + # Define center areas with simple coordinates + centers = [ + (110, 40), # Center 1 + (115, 35), # Center 2 + (105, 45), # Center 3 + ] + + geometries = [] + + for i in range(COUNT): + # Choose a center + center = random.choice(centers) + center_x, center_y = center + + # Generate geometry objects around center + offset_x = random.randint(-5, 5) + offset_y = random.randint(-5, 5) + + geom_type = random.choice(['point', 'line', 'polygon']) + + if geom_type == 'point': + x = center_x + offset_x + y = center_y + offset_y + geom = f"POINT({x} {y})" + elif geom_type == 'line': + x1 = center_x + offset_x + y1 = center_y + offset_y + x2 = center_x + offset_x + random.randint(-3, 3) + y2 = center_y + offset_y + random.randint(-3, 3) + geom = f"LINESTRING({x1} {y1}, {x2} {y2})" + else: # polygon + # Generate small polygon around center + vertices = [] + for j in range(3): + angle = (2 * math.pi * j) / 3 + radius = random.randint(1, 3) + x = center_x + offset_x + int(radius * math.cos(angle)) + y = center_y + offset_y + int(radius * math.sin(angle)) + vertices.append(f"{x} {y}") + vertices.append(vertices[0]) # Close polygon + geom = f"POLYGON(({', '.join(vertices)}))" + + geometries.append(geom) + + return geometries + +def generate_test_data(num_records=10000): + """Generate test data""" + ids = list(range(1, num_records + 1)) + + # Use clustered data to generate geometry objects + geometries = generate_clustered_data() + + # Generate random vectors + vectors = [] + for i in range(num_records): + vector = [random.random() for _ in range(128)] + vectors.append(vector) + + return ids, geometries, vectors + +def main(): + fmt = "\n=== {:30} ===\n" + + # Connection configuration + client = MilvusClient( + uri="http://localhost:19530", + token="" + ) + collection_name = "comprehensive_geo_test" + dim = 128 # Vector dimension + + # Drop existing collection if exists + if client.has_collection(collection_name): + client.drop_collection(collection_name) + print(f"Dropped existing collection: {collection_name}") + + print(fmt.format("Creating Collection")) + try: + schema = client.create_schema(auto_id=False, description="comprehensive_geo_test") + schema.add_field("id", DataType.INT64, is_primary=True) + schema.add_field("geo", DataType.GEOMETRY) + schema.add_field("vector", DataType.FLOAT_VECTOR, dim=dim) + index_params = client.prepare_index_params() + index_params.add_index(field_name="vector", index_type="IVF_FLAT", metric_type="L2", nlist=128) + client.create_collection(collection_name, schema=schema, index_params=index_params) + print(f"Collection created: {collection_name}") + except Exception as e: + print(f"Error creating collection: {e}") + return + + # Generate test data + print(fmt.format("Generating Test Data")) + num_records = COUNT + ids, geometries, vectors = generate_test_data(num_records) + + # Show data preview + print(fmt.format("Data Preview")) + for i in range(5): + print(f"ID: {ids[i]}") + print(f"Geometry: {geometries[i]}") + print(f"Vector: [{', '.join([f'{x:.3f}' for x in vectors[i][:3]])}...]") + print("---") + + # Insert data + print(fmt.format("Inserting Data")) + + # Insert data in batches to avoid memory issues + batch_size = 1000 + total_inserted = 0 + time_start = time.time() + for i in range(0, num_records, batch_size): + end_idx = min(i + batch_size, num_records) + batch_data = [] + + for j in range(i, end_idx): + row = { + "id": ids[j], + "geo": geometries[j], + "vector": vectors[j] + } + batch_data.append(row) + + try: + insert_result = client.insert(collection_name, batch_data) + total_inserted += len(batch_data) + print(f"Inserted {total_inserted}/{num_records} records") + except Exception as e: + print(f"Error inserting data: {e}") + return + time_end = time.time() + print(f"Data Insertion Time: {(time_end - time_start) * 1000:.2f} ms") + print(fmt.format("Data Insertion Complete")) + + # # Flush data to persistent storage + # print("Flushing data...") + # try: + # client.flush(collection_name) + # print("Data flush complete") + # except Exception as e: + # print(f"Error flushing data: {e}") + # return + + # Load collection + try: + client.load_collection(collection_name) + print(fmt.format("Collection Loaded")) + except Exception as e: + print(f"Error loading collection: {e}") + return + + # Test non-spatial function queries + print(fmt.format("Testing Non-Spatial Queries")) + time_start = time.time() + try: + # Simple query test + print("\nSimple query test:") + query_results = client.query( + collection_name=collection_name, + filter="id <= 10", + output_fields=["id", "geo"], + limit=10 + ) + print(f"Found {len(query_results)} records") + for result in query_results[:3]: + print(f" ID: {result['id']}, geo: {result['geo']}") + except Exception as e: + print(f"Simple query test error: {e}") + time_end = time.time() + print(f"Simple query test Time: {(time_end - time_start) * 1000:.2f} ms") + # Test vector search + print(fmt.format("Testing Vector Search")) + try: + search_vector = vectors[0] + + search_results = client.search( + collection_name=collection_name, + data=[search_vector], + anns_field="vector", + search_params={"metric_type": "L2", "params": {"nprobe": 10}}, + limit=5, + output_fields=["id", "geo"] + ) + + print(f"Search results length: {len(search_results)}") + for i, hits in enumerate(search_results): + print(f"Query vector {i+1} search results:") + for j, hit in enumerate(hits): + print(f" Result {j+1} - ID: {hit['id']}, Geo: {hit['geo']}, distance: {hit['distance']:.4f}") + + except Exception as e: + print(f"Vector search test error: {e}") + + # Test all spatial functions + print(fmt.format("Testing Spatial Functions")) + + # Define test geometry objects with simple integer coordinates + test_geometries = { + "point": "POINT(110 40)", # Center point + "line": "LINESTRING(105 35, 115 45)", # Line across centers + "polygon": "POLYGON((105 35, 115 35, 115 45, 105 45, 105 35))", # Rectangle covering centers + "small_polygon": "POLYGON((108 38, 112 38, 112 42, 108 42, 108 38))", # Small rectangle + "crossing_line": "LINESTRING(100 30, 120 50)", # Line crossing the area + "overlapping_polygon": "POLYGON((110 38, 115 38, 115 42, 110 42, 110 38))" # Overlapping polygon + } + + # 空间函数列表 + spatial_functions = [ + ("st_equals", "ST_EQUALS"), + ("st_touches", "ST_TOUCHES"), + ("st_overlaps", "ST_OVERLAPS"), + ("st_crosses", "ST_CROSSES"), + ("st_contains", "ST_CONTAINS"), + ("st_intersects", "ST_INTERSECTS"), + ("st_within", "ST_WITHIN") + ] + + for func_name, func_alias in spatial_functions: + print(f"\nTesting {func_name} / {func_alias}:") + # Test different geometry objects + for geom_key, test_geom in test_geometries.items(): + try: + time_start = time.time() + expr = f"{func_name}(geo, '{test_geom}')" + results = client.query( + collection_name=collection_name, + filter=expr, + output_fields=["id","geo"], + limit=10 + ) + time_end = time.time() + print(f" {func_name} with {geom_key}: Found {len(results)} records, Time: {(time_end - time_start) * 1000:.2f} ms") + if results: + print(f" Sample IDs: {[r['id'] for r in results[:5]]}") + print(f" Sample geometries: {[r['geo'] for r in results[:5]]}") + except Exception as e: + print(f" {func_name} with {geom_key} test failed: {e}") + + # Test uppercase function name + try: + expr = f"{func_alias}(geo, '{test_geometries['point']}')" + results = client.query( + collection_name=collection_name, + filter=expr, + output_fields=["id","geo"], + limit=10 + ) + print(f" {func_alias}: Found {len(results)} records") + if results: + print(f" Sample IDs: {[r['id'] for r in results[:5]]}") + print(f" Sample geometries: {[r['geo'] for r in results[:5]]}") + except Exception as e: + print(f" {func_alias} test failed: {e}") + + # Test different geometry types + print(fmt.format("Testing Different Geometry Types")) + print(fmt.format("Using ST_INTERSECTS")) + for geom_type, test_geom in test_geometries.items(): + print(f"\nTesting {geom_type} geometry:") + try: + time_start = time.time() + expr = f"st_intersects(geo, '{test_geom}')" + results = client.query( + collection_name=collection_name, + filter=expr, + output_fields=["id","geo"], + limit=10 + ) + time_end = time.time() + print(f" Found {len(results)} records, Time: {(time_end - time_start) * 1000:.2f} ms") + if results: + print(f" Sample IDs: {[r['id'] for r in results[:5]]}") + print(f" Sample geometries: {[r['geo'] for r in results[:5]]}") + except Exception as e: + print(f" Test failed: {e}") + + print(fmt.format("Test Complete")) + print(f"Total records tested: {num_records}") + print(f"Total spatial functions tested: {len(spatial_functions)}") + print("All tests completed!") + +if __name__ == "__main__": + main() \ No newline at end of file