// 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. package dablooms import ( "fmt" "strconv" "testing" "time" "github.com/stretchr/testify/assert" ) type stats struct { TruePositives int64 TrueNegatives int64 FalsePositives int64 FalseNegatives int64 } var Capacity uint64 = 1000000 var ErrorRate float64 = .05 func PrintResults(stats *stats) { falsePositiveRate := float64(stats.FalsePositives) / float64(stats.FalsePositives+stats.TrueNegatives) fmt.Printf("True positives: %7d\n", stats.TruePositives) fmt.Printf("True negatives: %7d\n", stats.TrueNegatives) fmt.Printf("False positives: %7d\n", stats.FalsePositives) fmt.Printf("False negatives: %7d\n", stats.FalseNegatives) fmt.Printf("False positive rate: %f\n", falsePositiveRate) if falsePositiveRate > ErrorRate { fmt.Printf("False positive rate too high\n") } } func TestDablooms_Correctness(t *testing.T) { sb := NewScalingBloom(Capacity, ErrorRate) assert.NotNil(t, sb) start := time.Now().UnixNano() for i := 0; i < int(Capacity*2); i++ { if i%2 == 0 { key := strconv.Itoa(i) sb.Add([]byte(key), int64(i)) } } end := time.Now().UnixNano() seconds := float64((end - start) / 1e9) fmt.Printf("The time cost for add: %fs\n", seconds) results := &stats{ TruePositives: 0, TrueNegatives: 0, FalsePositives: 0, FalseNegatives: 0, } start = time.Now().UnixNano() for i := 0; i < int(Capacity*2); i++ { if i%2 == 1 { key := strconv.Itoa(i) positive := sb.Check([]byte(key)) if positive { results.FalsePositives++ } else { results.TrueNegatives++ } } } end = time.Now().UnixNano() seconds = float64((end - start) / 1e9) fmt.Printf("Time cost for check: %fs\n", seconds) sb.Destroy() PrintResults(results) // False negatives means that there should assert.False(t, results.FalseNegatives > 0) }