now use rational numbers as probabilities

This commit is contained in:
didier amyot committed 2015-06-16 09:20:19 -04:00
1 parent dbbfaf99b6
commit fb9084794c
4 files changed
+94 -82

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+24 -28
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@@ -3,8 +3,10 @@ package doorman
import (
"encoding/json"
"errors"
"fmt"
"log"
"math"
"math/big"
mathrand "math/rand"
"net/http"
"sync"
@@ -15,11 +17,9 @@ import (
"gopkg.in/mgo.v2/bson"
)
// the smallest value that makes two floats the same. Consequently x == y
// if |x - y| < epsilon. It is a known issue that one can find three numbers
// a,b,c such that a == b, b == c and a != c. Hence, it is the programmer role
// to be very careful about equalities and inequalities.
const epsilon float64 = 0.000000001
var _ = fmt.Print
var ONE *big.Rat = big.NewRat(1, 1)
var rand *mathrand.Rand
@@ -32,25 +32,18 @@ func init() {
initRandomSeed()
}
func IsZero(f float64) bool {
if math.Abs(f) > epsilon {
return false
}
return true
}
func IsEqual(f1, f2 float64) bool {
return IsZero(f1 - f2)
func IsEqual(f1, f2 *big.Rat) bool {
return f1.Cmp(f2) == 0
}
type Doorman struct {
Id bson.ObjectId // the id of the doorman
LastChangeTimestamp int64 // an always increasing int that represent the last time the doorman has beed updated
Probabilities []float64 // The probability of each cases. The sum of probabilities needs to be one
Probabilities []*big.Rat // The probability of each cases. The sum of probabilities needs to be one
wg sync.WaitGroup // waitgroup for goroutine safety
}
func NewDoorman(id bson.ObjectId, Probabilities []float64) *Doorman {
func NewDoorman(id bson.ObjectId, Probabilities []*big.Rat) *Doorman {
wab := &Doorman{}
wab.Id = id
wab.Probabilities = Probabilities
@@ -86,7 +79,7 @@ func (w *Doorman) Update(wu *shared.DoormanUpdater) error {
defer w.wg.Done()
w.LastChangeTimestamp = wu.Timestamp
if !IsEqual(w.sum(wu.Probabilities), 1) {
if !IsEqual(w.sum(wu.Probabilities), ONE) {
return errors.New("the sum of probabilities cannot be different than 1")
}
w.Probabilities = wu.Probabilities
@@ -94,10 +87,10 @@ func (w *Doorman) Update(wu *shared.DoormanUpdater) error {
return nil
}
func (w *Doorman) sum(prob []float64) float64 {
var ret float64 = 0
func (w *Doorman) sum(prob []*big.Rat) *big.Rat {
ret := big.NewRat(0, 1)
for _, p := range prob {
ret += p
ret = new(big.Rat).Add(ret, p)
}
return ret
}
@@ -106,25 +99,26 @@ func (w *Doorman) Validate() error {
if len(w.Probabilities) == 0 {
return errors.New("not initiated")
}
if !IsZero(w.sum(w.Probabilities) - 1.0) {
s := w.sum(w.Probabilities)
if !IsEqual(s, ONE) {
return errors.New("The sum of probabilities is not one")
}
return nil
}
func (w *Doorman) GetCase(choosenRandomPosition float64) uint {
func (w *Doorman) GetCase(choosenRandomPosition *big.Rat) uint {
w.wg.Wait()
var prob float64 = 0
var prob = big.NewRat(0, 1)
for i, p := range w.Probabilities {
prob += p
if choosenRandomPosition-epsilon < prob {
prob = new(big.Rat).Add(prob, p)
if choosenRandomPosition.Cmp(prob) <= 0 {
return uint(i)
}
}
panic("cannot have a probability above 1")
}
func (w *Doorman) GenerateRandomProbabilityFromInteger(data uint64) float64 {
func (w *Doorman) GenerateRandomProbabilityFromInteger(data uint64) *big.Rat {
var ret float64 = 0
for i := 0; data > 0; i++ {
if data&1 == 1 {
@@ -132,7 +126,8 @@ func (w *Doorman) GenerateRandomProbabilityFromInteger(data uint64) float64 {
}
data >>= 1
}
return ret
rat := new(big.Rat)
return rat.SetFloat64(ret)
}
func (w *Doorman) Hash(data ...[]byte) uint64 {
@@ -149,5 +144,6 @@ func (w *Doorman) GetCaseFromData(data ...[]byte) uint {
}
func (w *Doorman) GetRandomCase() uint {
return w.GetCase(rand.Float64())
r := rand.Float64()
return w.GetCase(new(big.Rat).SetFloat64(r))
}