/* * # 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 ( "math" "github.com/apache/arrow/go/v17/arrow" "github.com/apache/arrow/go/v17/arrow/array" "github.com/milvus-io/milvus/internal/util/function/chain/types" "github.com/milvus-io/milvus/pkg/v3/util/merr" ) const RoundDecimalFuncName = "round_decimal" // RoundDecimalExpr rounds float32 scores to a specified number of decimal places. // Formula: floor(score * 10^decimal + 0.5) / 10^decimal // // Input: 1 column ($score, Float32) // Output: 1 column ($score, Float32, rounded) type RoundDecimalExpr struct { BaseExpr decimal int64 multiplier float64 } // NewRoundDecimalExpr creates a new RoundDecimalExpr. // decimal must be >= 0 and <= 6. func NewRoundDecimalExpr(decimal int64) (*RoundDecimalExpr, error) { if decimal < 0 || decimal > 6 { return nil, merr.WrapErrParameterInvalidMsg("round_decimal: decimal must be in range [0, 6], got %d", decimal) } return &RoundDecimalExpr{ BaseExpr: *NewBaseExpr(RoundDecimalFuncName, types.AllStages), decimal: decimal, multiplier: math.Pow(10.0, float64(decimal)), }, nil } func NewRoundDecimalExprFromParams(_ types.FunctionBuildContext, cfg types.FunctionConfig) (types.FunctionExpr, error) { reader := types.NewParamReader(RoundDecimalFuncName, cfg.Params) decimal, err := reader.Int64("decimal", true, 0) if err != nil { return nil, err } return NewRoundDecimalExpr(decimal) } func (e *RoundDecimalExpr) OutputDataTypes() []arrow.DataType { return []arrow.DataType{arrow.PrimitiveTypes.Float32} } func (e *RoundDecimalExpr) Execute(ctx *types.FuncContext, inputs []*arrow.Chunked) ([]*arrow.Chunked, error) { if len(inputs) != 1 { return nil, merr.WrapErrServiceInternalMsg("round_decimal: expected 1 input column, got %d", len(inputs)) } scoreCol := inputs[0] numChunks := len(scoreCol.Chunks()) newChunks := make([]arrow.Array, numChunks) for chunkIdx := 0; chunkIdx < numChunks; chunkIdx++ { scoreChunk, ok := scoreCol.Chunk(chunkIdx).(*array.Float32) if !ok { for i := 0; i < chunkIdx; i++ { newChunks[i].Release() } return nil, merr.WrapErrParameterInvalidMsg("round_decimal: input chunk %d must be Float32, got %T", chunkIdx, scoreCol.Chunk(chunkIdx)) } builder := array.NewFloat32Builder(ctx.Pool()) for i := 0; i < scoreChunk.Len(); i++ { if scoreChunk.IsNull(i) { builder.AppendNull() continue } score := scoreChunk.Value(i) rounded := float32(math.Floor(float64(score)*e.multiplier+0.5) / e.multiplier) builder.Append(rounded) } newChunks[chunkIdx] = builder.NewArray() builder.Release() } result := arrow.NewChunked(arrow.PrimitiveTypes.Float32, newChunks) for _, chunk := range newChunks { chunk.Release() } return []*arrow.Chunked{result}, nil } func init() { types.MustRegisterFunction(RoundDecimalFuncName, NewRoundDecimalExprFromParams) }