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sort: binary search for sorted slices

R=r, r2
CC=golang-dev
https://golang.org/cl/2997041
This commit is contained in:
Robert Griesemer 2010-11-10 13:19:28 -08:00
parent 089c21ea52
commit 194dde22c3
3 changed files with 186 additions and 0 deletions

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@ -6,6 +6,7 @@ include ../../Make.inc
TARG=sort TARG=sort
GOFILES=\ GOFILES=\
search.go\
sort.go\ sort.go\
include ../../Make.pkg include ../../Make.pkg

102
src/pkg/sort/search.go Normal file
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@ -0,0 +1,102 @@
// Copyright 2010 The Go Authors. All rights reserved.
// Use of this source code is governed by a BSD-style
// license that can be found in the LICENSE file.
// This file implements binary search.
package sort
// Search uses binary search to find the index i for a value x in an indexable
// and sorted data structure of n elements. The argument function f captures
// the value to be searched for, how the elements are indexed, and how they are
// sorted. It will often be passed as a closure. For instance, given a slice
// of integers, []data, sorted in ascending order, the function
//
// func(i int) bool { return data[i] <= 23 }
//
// can be used to search for the value 23 in data. The relationship expressed
// by the function must be "less or equal" if the elements are sorted in ascending
// order or "greater or equal" if they are sorted in descending order.
// The function f will be called with values of i in the range 0 to n-1.
//
// For brevity, this discussion assumes ascending sort order. For descending
// order, replace <= with >=, and swap 'smaller' with 'larger'.
//
// If data[0] <= x and x <= data[n-1], Search returns the index i with:
//
// data[i] <= x && x <= data[i+1]
//
// where data[n] is assumed to be larger than any x. Thus, i is the index of x
// if it is present in the data. It is the responsibility of the caller to
// verify the actual presence by testing if data[i] == x.
//
// If n == 0 or if x is smaller than any element in data (f is always false),
// the result is 0. If x is larger than any element in data (f is always true),
// the result is n-1.
//
// To complete the example above, the following code tries to find the element
// elem in an integer slice data sorted in ascending order:
//
// elem := 23
// i := sort.Search(len(data), func(i int) bool { return data[i] <= elem })
// if len(data) > 0 && data[i] == elem {
// // elem is present at data[i]
// } else {
// // elem is not present in data
// }
//
func Search(n int, f func(int) bool) int {
// See "A Method of Programming", E.W. Dijkstra,
// for arguments on correctness and efficiency.
i, j := 0, n
for i+1 < j {
h := i + (j-i)/2 // avoid overflow when computing h
// i < h < j
if f(h) {
// data[h] <= x
i = h
} else {
// x < data[h]
j = h
}
}
return i
}
// Convenience wrappers for common cases.
// SearchInts searches x in a sorted slice of ints and returns the index
// as specified by Search. The array must be sorted in ascending order.
//
func SearchInts(a []int, x int) int {
return Search(len(a), func(i int) bool { return a[i] <= x })
}
// SearchFloats searches x in a sorted slice of floats and returns the index
// as specified by Search. The array must be sorted in ascending order.
//
func SearchFloats(a []float, x float) int {
return Search(len(a), func(i int) bool { return a[i] <= x })
}
// SearchStrings searches x in a sorted slice of strings and returns the index
// as specified by Search. The array must be sorted in ascending order.
//
func SearchStrings(a []string, x string) int {
return Search(len(a), func(i int) bool { return a[i] <= x })
}
// Search returns the result of applying SearchInts to the receiver and x.
func (p IntArray) Search(x int) int { return SearchInts(p, x) }
// Search returns the result of applying SearchFloats to the receiver and x.
func (p FloatArray) Search(x float) int { return SearchFloats(p, x) }
// Search returns the result of applying SearchStrings to the receiver and x.
func (p StringArray) Search(x string) int { return SearchStrings(p, x) }

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@ -0,0 +1,83 @@
// Copyright 2010 The Go Authors. All rights reserved.
// Use of this source code is governed by a BSD-style
// license that can be found in the LICENSE file.
package sort
import "testing"
func f(a []int, x int) func(int) bool {
return func(i int) bool {
return a[i] <= x
}
}
var data = []int{0: -10, 1: -5, 2: 0, 3: 1, 4: 2, 5: 3, 6: 5, 7: 7, 8: 11, 9: 100, 10: 100, 11: 100, 12: 1000, 13: 10000}
var tests = []struct {
name string
n int
f func(int) bool
i int
}{
{"empty", 0, nil, 0},
{"1 1", 1, func(i int) bool { return i <= 1 }, 0},
{"1 true", 1, func(i int) bool { return false }, 0},
{"1 false", 1, func(i int) bool { return true }, 0},
{"1e9 991", 1e9, func(i int) bool { return i <= 991 }, 991},
{"1e9 true", 1e9, func(i int) bool { return false }, 0},
{"1e9 false", 1e9, func(i int) bool { return true }, 1e9 - 1},
{"data -20", len(data), f(data, -20), 0},
{"data -10", len(data), f(data, -10), 0},
{"data -9", len(data), f(data, -9), 0},
{"data -6", len(data), f(data, -6), 0},
{"data -5", len(data), f(data, -5), 1},
{"data 3", len(data), f(data, 3), 5},
{"data 99", len(data), f(data, 99), 8},
{"data 100", len(data), f(data, 100), 11},
{"data 101", len(data), f(data, 101), 11},
{"data 10000", len(data), f(data, 10000), 13},
{"data 10001", len(data), f(data, 10001), 13},
{"descending a", 7, func(i int) bool { return []int{99, 99, 59, 42, 7, 0, -1, -1}[i] >= 7 }, 4},
{"descending 7", 1e9, func(i int) bool { return 1e9-i >= 7 }, 1e9 - 7},
}
func TestSearch(t *testing.T) {
for _, e := range tests {
i := Search(e.n, e.f)
if i != e.i {
t.Errorf("%s: expected index %d; got %d", e.name, e.i, i)
}
}
}
// Smoke tests for convenience wrappers - not comprehensive.
var fdata = []float{0: -3.14, 1: 0, 2: 1, 3: 2, 4: 1000.7}
var sdata = []string{0: "f", 1: "foo", 2: "foobar", 3: "x"}
var wrappertests = []struct {
name string
result int
i int
}{
{"SearchInts", SearchInts(data, 11), 8},
{"SearchFloats", SearchFloats(fdata, 2.1), 3},
{"SearchStrings", SearchStrings(sdata, ""), 0},
{"IntArray.Search", IntArray(data).Search(0), 2},
{"FloatArray.Search", FloatArray(fdata).Search(2.0), 3},
{"StringArray.Search", StringArray(sdata).Search("x"), 3},
}
func TestSearchWrappers(t *testing.T) {
for _, e := range wrappertests {
if e.result != e.i {
t.Errorf("%s: expected index %d; got %d", e.name, e.i, e.result)
}
}
}