/* * # 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 expr import ( "github.com/apache/arrow/go/v17/arrow" "github.com/apache/arrow/go/v17/arrow/array" "github.com/milvus-io/milvus-proto/go-api/v3/schemapb" "github.com/milvus-io/milvus/pkg/v3/util/merr" "github.com/milvus-io/milvus/pkg/v3/util/typeutil" ) // ============================================================================= // BaseExpr // ============================================================================= // BaseExpr is a base struct that can be embedded in expression implementations. // It provides common functionality for all expression types. type BaseExpr struct { name string // function name supportStages typeutil.Set[string] // supported stages } // NewBaseExpr creates a new BaseExpr with the given function name. func NewBaseExpr(name string, supportStages []string) *BaseExpr { return &BaseExpr{ name: name, supportStages: typeutil.NewSet(supportStages...), } } // Name returns the function name. func (b *BaseExpr) Name() string { return b.name } // IsRunnable returns whether the function is runnable in the given stage. func (b *BaseExpr) IsRunnable(stage string) bool { if b.supportStages == nil || b.supportStages.Len() == 0 { return true } return b.supportStages.Contain(stage) } func (b *BaseExpr) ValidateArgs(args []*schemapb.FunctionChainExprArg) error { for i, arg := range args { if arg == nil { return merr.WrapErrParameterInvalidMsg("%s: expr arg[%d] is nil", b.name, i) } if _, ok := arg.GetArg().(*schemapb.FunctionChainExprArg_Literal); ok { return merr.WrapErrParameterInvalidMsg("%s: literal expr arg[%d] is not supported", b.name, i) } } return nil } // ============================================================================= // Numeric Value Extraction Functions // ============================================================================= // GetNumericValue extracts a float64 value from a numeric Arrow array at the given index. // This function supports Int8, Int16, Int32, Int64, Float32, and Float64 types. func GetNumericValue(arr arrow.Array, idx int) (float64, error) { switch a := arr.(type) { case *array.Int8: return float64(a.Value(idx)), nil case *array.Int16: return float64(a.Value(idx)), nil case *array.Int32: return float64(a.Value(idx)), nil case *array.Int64: return float64(a.Value(idx)), nil case *array.Float32: return float64(a.Value(idx)), nil case *array.Float64: return a.Value(idx), nil default: return 0, merr.WrapErrParameterInvalidMsg("unsupported input column type %T, expected numeric type", arr) } }