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/*
Package bitset implements bitsets, a mapping
between non-negative integers and boolean values. It should be more
efficient than map[uint] bool.
It provides methods for setting, clearing, flipping, and testing
individual integers.
But it also provides set intersection, union, difference,
complement, and symmetric operations, as well as tests to
check whether any, all, or no bits are set, and querying a
bitset's current length and number of positive bits.
BitSets are expanded to the size of the largest set bit; the
memory allocation is approximately Max bits, where Max is
the largest set bit. BitSets are never shrunk. On creation,
a hint can be given for the number of bits that will be used.
Many of the methods, including Set,Clear, and Flip, return
a BitSet pointer, which allows for chaining.
Example use:
import "bitset"
var b BitSet
b.Set(10).Set(11)
if b.Test(1000) {
b.Clear(1000)
}
if B.Intersection(bitset.New(100).Set(10)).Count() > 1 {
fmt.Println("Intersection works.")
}
As an alternative to BitSets, one should check out the 'big' package,
which provides a (less set-theoretical) view of bitsets.
*/
package bitset
import (
"bufio"
"bytes"
"encoding/base64"
"encoding/binary"
"encoding/json"
"errors"
"fmt"
"io"
"strconv"
)
// the wordSize of a bit set
const wordSize = uint(64)
// log2WordSize is lg(wordSize)
const log2WordSize = uint(6)
// allBits has every bit set
const allBits uint64 = 0xffffffffffffffff
// A BitSet is a set of bits. The zero value of a BitSet is an empty set of length 0.
type BitSet struct {
length uint
set []uint64
}
// Error is used to distinguish errors (panics) generated in this package.
type Error string
// safeSet will fixup b.set to be non-nil and return the field value
func (b *BitSet) safeSet() []uint64 {
if b.set == nil {
b.set = make([]uint64, wordsNeeded(0))
}
return b.set
}
// From is a constructor used to create a BitSet from an array of integers
func From(buf []uint64) *BitSet {
return &BitSet{uint(len(buf)) * 64, buf}
}
// Bytes returns the bitset as array of integers
func (b *BitSet) Bytes() []uint64 {
return b.set
}
// wordsNeeded calculates the number of words needed for i bits
func wordsNeeded(i uint) int {
if i > (Cap() - wordSize + 1) {
return int(Cap() >> log2WordSize)
}
return int((i + (wordSize - 1)) >> log2WordSize)
}
// New creates a new BitSet with a hint that length bits will be required
func New(length uint) (bset *BitSet) {
defer func() {
if r := recover(); r != nil {
bset = &BitSet{
0,
make([]uint64, 0),
}
}
}()
bset = &BitSet{
length,
make([]uint64, wordsNeeded(length)),
}
return bset
}
// Cap returns the total possible capacity, or number of bits
func Cap() uint {
return ^uint(0)
}
// Len returns the length of the BitSet in words
func (b *BitSet) Len() uint {
return b.length
}
// extendSetMaybe adds additional words to incorporate new bits if needed
func (b *BitSet) extendSetMaybe(i uint) {
if i >= b.length { // if we need more bits, make 'em
nsize := wordsNeeded(i + 1)
if b.set == nil {
b.set = make([]uint64, nsize)
} else if cap(b.set) >= nsize {
b.set = b.set[:nsize] // fast resize
} else if len(b.set) < nsize {
newset := make([]uint64, nsize, 2*nsize) // increase capacity 2x
copy(newset, b.set)
b.set = newset
}
b.length = i + 1
}
}
// Test whether bit i is set.
func (b *BitSet) Test(i uint) bool {
if i >= b.length {
return false
}
return b.set[i>>log2WordSize]&(1<<(i&(wordSize-1))) != 0
}
// Set bit i to 1
func (b *BitSet) Set(i uint) *BitSet {
b.extendSetMaybe(i)
b.set[i>>log2WordSize] |= 1 << (i & (wordSize - 1))
return b
}
// Clear bit i to 0
func (b *BitSet) Clear(i uint) *BitSet {
if i >= b.length {
return b
}
b.set[i>>log2WordSize] &^= 1 << (i & (wordSize - 1))
return b
}
// SetTo sets bit i to value
func (b *BitSet) SetTo(i uint, value bool) *BitSet {
if value {
return b.Set(i)
}
return b.Clear(i)
}
// Flip bit at i
func (b *BitSet) Flip(i uint) *BitSet {
if i >= b.length {
return b.Set(i)
}
b.set[i>>log2WordSize] ^= 1 << (i & (wordSize - 1))
return b
}
// String creates a string representation of the Bitmap
func (b *BitSet) String() string {
// follows code from https://github.com/RoaringBitmap/roaring
var buffer bytes.Buffer
start := []byte("{")
buffer.Write(start)
counter := 0
i, e := b.NextSet(0)
for e {
counter = counter + 1
// to avoid exhausting the memory
if counter > 0x40000 {
buffer.WriteString("...")
break
}
buffer.WriteString(strconv.FormatInt(int64(i), 10))
i, e = b.NextSet(i + 1)
if e {
buffer.WriteString(",")
}
}
buffer.WriteString("}")
return buffer.String()
}
// NextSet returns the next bit set from the specified index,
// including possibly the current index
// along with an error code (true = valid, false = no set bit found)
// for i,e := v.NextSet(0); e; i,e = v.NextSet(i + 1) {...}
func (b *BitSet) NextSet(i uint) (uint, bool) {
x := int(i >> log2WordSize)
if x >= len(b.set) {
return 0, false
}
w := b.set[x]
w = w >> (i & (wordSize - 1))
if w != 0 {
return i + trailingZeroes64(w), true
}
x = x + 1
for x < len(b.set) {
if b.set[x] != 0 {
return uint(x)*wordSize + trailingZeroes64(b.set[x]), true
}
x = x + 1
}
return 0, false
}
// NextClear returns the next clear bit from the specified index,
// including possibly the current index
// along with an error code (true = valid, false = no bit found i.e. all bits are set)
func (b *BitSet) NextClear(i uint) (uint, bool) {
x := int(i >> log2WordSize)
if x >= len(b.set) {
return 0, false
}
w := b.set[x]
w = w >> (i & (wordSize - 1))
wA := allBits >> (i & (wordSize - 1))
index := i + trailingZeroes64(^w)
if w != wA && index < b.length {
return index, true
}
x++
for x < len(b.set) {
index = uint(x)*wordSize + trailingZeroes64(^b.set[x])
if b.set[x] != allBits && index < b.length {
return index, true
}
x++
}
return 0, false
}
// ClearAll clears the entire BitSet
func (b *BitSet) ClearAll() *BitSet {
if b != nil && b.set != nil {
for i := range b.set {
b.set[i] = 0
}
}
return b
}
// wordCount returns the number of words used in a bit set
func (b *BitSet) wordCount() int {
return len(b.set)
}
// Clone this BitSet
func (b *BitSet) Clone() *BitSet {
c := New(b.length)
if b.set != nil { // Clone should not modify current object
copy(c.set, b.set)
}
return c
}
// Copy into a destination BitSet
// Returning the size of the destination BitSet
// like array copy
func (b *BitSet) Copy(c *BitSet) (count uint) {
if c == nil {
return
}
if b.set != nil { // Copy should not modify current object
copy(c.set, b.set)
}
count = c.length
if b.length < c.length {
count = b.length
}
return
}
// Count (number of set bits)
func (b *BitSet) Count() uint {
if b != nil && b.set != nil {
return uint(popcntSlice(b.set))
}
return 0
}
// Equal tests the equvalence of two BitSets.
// False if they are of different sizes, otherwise true
// only if all the same bits are set
func (b *BitSet) Equal(c *BitSet) bool {
if c == nil {
return false
}
if b.length != c.length {
return false
}
if b.length == 0 { // if they have both length == 0, then could have nil set
return true
}
// testing for equality shoud not transform the bitset (no call to safeSet)
for p, v := range b.set {
if c.set[p] != v {
return false
}
}
return true
}
func panicIfNull(b *BitSet) {
if b == nil {
panic(Error("BitSet must not be null"))
}
}
// Difference of base set and other set
// This is the BitSet equivalent of &^ (and not)
func (b *BitSet) Difference(compare *BitSet) (result *BitSet) {
panicIfNull(b)
panicIfNull(compare)
result = b.Clone() // clone b (in case b is bigger than compare)
l := int(compare.wordCount())
if l > int(b.wordCount()) {
l = int(b.wordCount())
}
for i := 0; i < l; i++ {
result.set[i] = b.set[i] &^ compare.set[i]
}
return
}
// DifferenceCardinality computes the cardinality of the differnce
func (b *BitSet) DifferenceCardinality(compare *BitSet) uint {
panicIfNull(b)
panicIfNull(compare)
l := int(compare.wordCount())
if l > int(b.wordCount()) {
l = int(b.wordCount())
}
cnt := uint64(0)
cnt += popcntMaskSlice(b.set[:l], compare.set[:l])
cnt += popcntSlice(b.set[l:])
return uint(cnt)
}
// InPlaceDifference computes the difference of base set and other set
// This is the BitSet equivalent of &^ (and not)
func (b *BitSet) InPlaceDifference(compare *BitSet) {
panicIfNull(b)
panicIfNull(compare)
l := int(compare.wordCount())
if l > int(b.wordCount()) {
l = int(b.wordCount())
}
for i := 0; i < l; i++ {
b.set[i] &^= compare.set[i]
}
}
// Convenience function: return two bitsets ordered by
// increasing length. Note: neither can be nil
func sortByLength(a *BitSet, b *BitSet) (ap *BitSet, bp *BitSet) {
if a.length <= b.length {
ap, bp = a, b
} else {
ap, bp = b, a
}
return
}
// Intersection of base set and other set
// This is the BitSet equivalent of & (and)
func (b *BitSet) Intersection(compare *BitSet) (result *BitSet) {
panicIfNull(b)
panicIfNull(compare)
b, compare = sortByLength(b, compare)
result = New(b.length)
for i, word := range b.set {
result.set[i] = word & compare.set[i]
}
return
}
// IntersectionCardinality computes the cardinality of the union
func (b *BitSet) IntersectionCardinality(compare *BitSet) uint {
panicIfNull(b)
panicIfNull(compare)
b, compare = sortByLength(b, compare)
cnt := popcntAndSlice(b.set, compare.set)
return uint(cnt)
}
// InPlaceIntersection destructively computes the intersection of
// base set and the compare set.
// This is the BitSet equivalent of & (and)
func (b *BitSet) InPlaceIntersection(compare *BitSet) {
panicIfNull(b)
panicIfNull(compare)
l := int(compare.wordCount())
if l > int(b.wordCount()) {
l = int(b.wordCount())
}
for i := 0; i < l; i++ {
b.set[i] &= compare.set[i]
}
for i := l; i < len(b.set); i++ {
b.set[i] = 0
}
if compare.length > 0 {
b.extendSetMaybe(compare.length - 1)
}
}
// Union of base set and other set
// This is the BitSet equivalent of | (or)
func (b *BitSet) Union(compare *BitSet) (result *BitSet) {
panicIfNull(b)
panicIfNull(compare)
b, compare = sortByLength(b, compare)
result = compare.Clone()
for i, word := range b.set {
result.set[i] = word | compare.set[i]
}
return
}
// UnionCardinality computes the cardinality of the uniton of the base set
// and the compare set.
func (b *BitSet) UnionCardinality(compare *BitSet) uint {
panicIfNull(b)
panicIfNull(compare)
b, compare = sortByLength(b, compare)
cnt := popcntOrSlice(b.set, compare.set)
if len(compare.set) > len(b.set) {
cnt += popcntSlice(compare.set[len(b.set):])
}
return uint(cnt)
}
// InPlaceUnion creates the destructive union of base set and compare set.
// This is the BitSet equivalent of | (or).
func (b *BitSet) InPlaceUnion(compare *BitSet) {
panicIfNull(b)
panicIfNull(compare)
l := int(compare.wordCount())
if l > int(b.wordCount()) {
l = int(b.wordCount())
}
if compare.length > 0 {
b.extendSetMaybe(compare.length - 1)
}
for i := 0; i < l; i++ {
b.set[i] |= compare.set[i]
}
if len(compare.set) > l {
for i := l; i < len(compare.set); i++ {
b.set[i] = compare.set[i]
}
}
}
// SymmetricDifference of base set and other set
// This is the BitSet equivalent of ^ (xor)
func (b *BitSet) SymmetricDifference(compare *BitSet) (result *BitSet) {
panicIfNull(b)
panicIfNull(compare)
b, compare = sortByLength(b, compare)
// compare is bigger, so clone it
result = compare.Clone()
for i, word := range b.set {
result.set[i] = word ^ compare.set[i]
}
return
}
// SymmetricDifferenceCardinality computes the cardinality of the symmetric difference
func (b *BitSet) SymmetricDifferenceCardinality(compare *BitSet) uint {
panicIfNull(b)
panicIfNull(compare)
b, compare = sortByLength(b, compare)
cnt := popcntXorSlice(b.set, compare.set)
if len(compare.set) > len(b.set) {
cnt += popcntSlice(compare.set[len(b.set):])
}
return uint(cnt)
}
// InPlaceSymmetricDifference creates the destructive SymmetricDifference of base set and other set
// This is the BitSet equivalent of ^ (xor)
func (b *BitSet) InPlaceSymmetricDifference(compare *BitSet) {
panicIfNull(b)
panicIfNull(compare)
l := int(compare.wordCount())
if l > int(b.wordCount()) {
l = int(b.wordCount())
}
if compare.length > 0 {
b.extendSetMaybe(compare.length - 1)
}
for i := 0; i < l; i++ {
b.set[i] ^= compare.set[i]
}
if len(compare.set) > l {
for i := l; i < len(compare.set); i++ {
b.set[i] = compare.set[i]
}
}
}
// Is the length an exact multiple of word sizes?
func (b *BitSet) isLenExactMultiple() bool {
return b.length%wordSize == 0
}
// Clean last word by setting unused bits to 0
func (b *BitSet) cleanLastWord() {
if !b.isLenExactMultiple() {
b.set[len(b.set)-1] &= allBits >> (wordSize - b.length%wordSize)
}
}
// Complement computes the (local) complement of a biset (up to length bits)
func (b *BitSet) Complement() (result *BitSet) {
panicIfNull(b)
result = New(b.length)
for i, word := range b.set {
result.set[i] = ^word
}
result.cleanLastWord()
return
}
// All returns true if all bits are set, false otherwise. Returns true for
// empty sets.
func (b *BitSet) All() bool {
panicIfNull(b)
return b.Count() == b.length
}
// None returns true if no bit is set, false otherwise. Retursn true for
// empty sets.
func (b *BitSet) None() bool {
panicIfNull(b)
if b != nil && b.set != nil {
for _, word := range b.set {
if word > 0 {
return false
}
}
return true
}
return true
}
// Any returns true if any bit is set, false otherwise
func (b *BitSet) Any() bool {
panicIfNull(b)
return !b.None()
}
// IsSuperSet returns true if this is a superset of the other set
func (b *BitSet) IsSuperSet(other *BitSet) bool {
for i, e := other.NextSet(0); e; i, e = other.NextSet(i + 1) {
if !b.Test(i) {
return false
}
}
return true
}
// IsStrictSuperSet returns true if this is a strict superset of the other set
func (b *BitSet) IsStrictSuperSet(other *BitSet) bool {
return b.Count() > other.Count() && b.IsSuperSet(other)
}
// DumpAsBits dumps a bit set as a string of bits
func (b *BitSet) DumpAsBits() string {
if b.set == nil {
return "."
}
buffer := bytes.NewBufferString("")
i := len(b.set) - 1
for ; i >= 0; i-- {
fmt.Fprintf(buffer, "%064b.", b.set[i])
}
return string(buffer.Bytes())
}
// BinaryStorageSize returns the binary storage requirements
func (b *BitSet) BinaryStorageSize() int {
return binary.Size(uint64(0)) + binary.Size(b.set)
}
// WriteTo writes a BitSet to a stream
func (b *BitSet) WriteTo(stream io.Writer) (int64, error) {
length := uint64(b.length)
// Write length
err := binary.Write(stream, binary.BigEndian, length)
if err != nil {
return 0, err
}
// Write set
err = binary.Write(stream, binary.BigEndian, b.set)
return int64(b.BinaryStorageSize()), err
}
// ReadFrom reads a BitSet from a stream written using WriteTo
func (b *BitSet) ReadFrom(stream io.Reader) (int64, error) {
var length uint64
// Read length first
err := binary.Read(stream, binary.BigEndian, &length)
if err != nil {
return 0, err
}
newset := New(uint(length))
if uint64(newset.length) != length {
return 0, errors.New("Unmarshalling error: type mismatch")
}
// Read remaining bytes as set
err = binary.Read(stream, binary.BigEndian, newset.set)
if err != nil {
return 0, err
}
*b = *newset
return int64(b.BinaryStorageSize()), nil
}
// MarshalBinary encodes a BitSet into a binary form and returns the result.
func (b *BitSet) MarshalBinary() ([]byte, error) {
var buf bytes.Buffer
writer := bufio.NewWriter(&buf)
_, err := b.WriteTo(writer)
if err != nil {
return []byte{}, err
}
err = writer.Flush()
return buf.Bytes(), err
}
// UnmarshalBinary decodes the binary form generated by MarshalBinary.
func (b *BitSet) UnmarshalBinary(data []byte) error {
buf := bytes.NewReader(data)
reader := bufio.NewReader(buf)
_, err := b.ReadFrom(reader)
return err
}
// MarshalJSON marshals a BitSet as a JSON structure
func (b *BitSet) MarshalJSON() ([]byte, error) {
buffer := bytes.NewBuffer(make([]byte, 0, b.BinaryStorageSize()))
_, err := b.WriteTo(buffer)
if err != nil {
return nil, err
}
// URLEncode all bytes
return json.Marshal(base64.URLEncoding.EncodeToString(buffer.Bytes()))
}
// UnmarshalJSON unmarshals a BitSet from JSON created using MarshalJSON
func (b *BitSet) UnmarshalJSON(data []byte) error {
// Unmarshal as string
var s string
err := json.Unmarshal(data, &s)
if err != nil {
return err
}
// URLDecode string
buf, err := base64.URLEncoding.DecodeString(s)
if err != nil {
return err
}
_, err = b.ReadFrom(bytes.NewReader(buf))
return err
}
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