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path: root/src/lib/rand/rand.go
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// Copyright 2009 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.

// Uniformly distributed pseudo-random numbers.
package	rand

/*
 *	algorithm by
 *	DP Mitchell and JA Reeds
 */

const (
	_LEN	 = 607;
	_TAP	 = 273;
	_MAX	 = 1<<63;
	_MASK	 = _MAX-1;
	_A	 = 48271;
	_M	 = (1<<31)-1;
	_Q	 = 44488;
	_R	 = 3399;
)

var (
	rng_tap		int;		// index into vector
	rng_feed	int;		// index into vector
	rng_vec		[_LEN]int64;	// current feedback register

					// cooked random numbers
					// the state of the rng
					// after 780e10 iterations
	rng_cooked 	[_LEN]int64 = [...]int64 {
	 5041579894721019882,  4646389086726545243,  1395769623340756751,  5333664234075297259,
	 2875692520355975054,  9033628115061424579,  7143218595135194537,  4812947590706362721,
	 7937252194349799378,  5307299880338848416,  8209348851763925077,  2115741599318814044,
	 4593015457530856296,  8140875735541888011,  3319429241265089026,  8619815648190321034,
	 1727074043483619500,   113108499721038619,  4569519971459345583,  5062833859075314731,
	 2387618771259064424,  2716131344356686112,  6559392774825876886,  7650093201692370310,
	 7684323884043752161,   257867835996031390,  6593456519409015164,   271327514973697897,
	 2789386447340118284,  1065192797246149621,  3344507881999356393,  4459797941780066633,
	 7465081662728599889,  1014950805555097187,  4449440729345990775,  3481109366438502643,
	 2418672789110888383,  5796562887576294778,  4484266064449540171,  3738982361971787048,
	 4523597184512354423,    10530508058128498,  8633833783282346118,  2625309929628791628,
	 8660405965245884302,    10162832508971942,  6540714680961817391,  7031802312784620857,
	 6240911277345944669,   831864355460801054,  8004434137542152891,  2116287251661052151,
	 2202309800992166967,  9161020366945053561,  4069299552407763864,  4936383537992622449,
	  457351505131524928,   342195045928179354,  2847771682816600509,  2068020115986376518,
	 4368649989588021065,   887231587095185257,  5563591506886576496,  6816225200251950296,
	 5616972787034086048,  8471809303394836566,  1686575021641186857,  4045484338074262002,
	 4244156215201778923,  7848217333783577387,  5632136521049761902,   833283142057835272,
	 9029726508369077193,  3243583134664087292,  4316371101804477087,  8937849979965997980,
	 6446940406810434101,  1679342092332374735,  6050638460742422078,  6993520719509581582,
	 7640877852514293609,  5881353426285907985,   812786550756860885,  4541845584483343330,
	 2725470216277009086,  4980675660146853729,  5210769080603236061,  8894283318990530821,
	 6326442804750084282,  1495812843684243920,  7069751578799128019,  7370257291860230865,
	 6756929275356942261,  4706794511633873654,  7824520467827898663,  8549875090542453214,
	   33650829478596156,  1328918435751322643,  7297902601803624459,  1011190183918857495,
	 2238025036817854944,  5147159997473910359,   896512091560522982,  2659470849286379941,
	 6097729358393448602,  1731725986304753684,  4106255841983812711,  8327155210721535508,
	 8477511620686074402,  5803876044675762232,  8435417780860221662,  5988852856651071244,
	 4715837297103951910,  7566171971264485114,   505808562678895611,  5070098180695063370,
	  842110666775871513,   572156825025677802,  1791881013492340891,  3393267094866038768,
	 3778721850472236509,  2352769483186201278,  1292459583847367458,  8897907043675088419,
	 5781809037144163536,  2733958794029492513,  5092019688680754699,  8996124554772526841,
	 4234737173186232084,  5027558287275472836,  4635198586344772304,  8687338893267139351,
	 5907508150730407386,   784756255473944452,   972392927514829904,  5422057694808175112,
	 5158420642969283891,  9048531678558643225,  2407211146698877100,  7583282216521099569,
	 3940796514530962282,  3341174631045206375,  3095313889586102949,  7405321895688238710,
	 5832080132947175283,  7890064875145919662,  8184139210799583195,  1149859861409226130,
	 1464597243840211302,  4641648007187991873,  3516491885471466898,   956288521791657692,
	 6657089965014657519,  5220884358887979358,  1796677326474620641,  5340761970648932916,
	 1147977171614181568,  5066037465548252321,  2574765911837859848,  1085848279845204775,
	 3350107529868390359,  6116438694366558490,  2107701075971293812,  1803294065921269267,
	 2469478054175558874,  7368243281019965984,  3791908367843677526,   185046971116456637,
	 2257095756513439648,  7217693971077460129,   909049953079504259,  7196649268545224266,
	 5637660345400869599,  3955544945427965183,  8057528650917418961,  4139268440301127643,
	 6621926588513568059,  1373361136802681441,  6527366231383600011,  3507654575162700890,
	 9202058512774729859,  1954818376891585542,  6640380907130175705,  8299563319178235687,
	 3901867355218954373,  7046310742295574065,  6847195391333990232,  1572638100518868053,
	 8850422670118399721,  3631909142291992901,  5158881091950831288,  2882958317343121593,
	 4763258931815816403,  6280052734341785344,  4243789408204964850,  2043464728020827976,
	 6545300466022085465,  4562580375758598164,  5495451168795427352,  1738312861590151095,
	  553004618757816492,  6895160632757959823,  8233623922264685171,  7139506338801360852,
	 8550891222387991669,  5535668688139305547,  2430933853350256242,  5401941257863201076,
	 8159640039107728799,  6157493831600770366,  7632066283658143750,  6308328381617103346,
	 3681878764086140361,  3289686137190109749,  6587997200611086848,   244714774258135476,
	 4079788377417136100,  8090302575944624335,  2945117363431356361,   864324395848741045,
	 3009039260312620700,  8430027460082534031,   401084700045993341,  7254622446438694921,
	 4707864159563588614,  5640248530963493951,  5982507712689997893,  3315098242282210105,
	 5503847578771918426,  3941971367175193882,  8118566580304798074,  3839261274019871296,
	 7062410411742090847,   741381002980207668,  6027994129690250817,  2497829994150063930,
	 6251390334426228834,  1368930247903518833,  8809096399316380241,  6492004350391900708,
	 2462145737463489636,   404828418920299174,  4153026434231690595,   261785715255475940,
	 5464715384600071357,   592710404378763017,  6764129236657751224,  8513655718539357449,
	 5820343663801914208,   385298524683789911,  5224135003438199467,  6303131641338802145,
	 7150122561309371392,   368107899140673753,  3115186834558311558,  2915636353584281051,
	 4782583894627718279,  6718292300699989587,  8387085186914375220,  3387513132024756289,
	 4654329375432538231,  8930667561363381602,  5374373436876319273,  7623042350483453954,
	 7725442901813263321,  9186225467561587250,  4091027289597503355,  2357631606492579800,
	 2530936820058611833,  1636551876240043639,  5564664674334965799,  1452244145334316253,
	 2061642381019690829,  1279580266495294036,  9108481583171221009,  6023278686734049809,
	 5007630032676973346,  2153168792952589781,  6720334534964750538,  6041546491134794105,
	 3433922409283786309,  2285479922797300912,  3110614940896576130,  6366559590722842893,
	 5418791419666136509,  7163298419643543757,  4891138053923696990,   580618510277907015,
	 1684034065251686769,  4429514767357295841,   330346578555450005,  1119637995812174675,
	 7177515271653460134,  4589042248470800257,  7693288629059004563,   143607045258444228,
	  246994305896273627,   866417324803099287,  6473547110565816071,  3092379936208876896,
	 2058427839513754051,  5133784708526867938,  8785882556301281247,  6149332666841167611,
	 8585842181454472135,  6137678347805511274,  2070447184436970006,  5708223427705576541,
	 5999657892458244504,  4358391411789012426,   325123008708389849,  6837621693887290924,
	 4843721905315627004,  6010651222149276415,  5398352198963874652,  4602025990114250980,
	 1044646352569048800,  9106614159853161675,   829256115228593269,  4919284369102997000,
	 2681532557646850893,  3681559472488511871,  5307999518958214035,  6334130388442829274,
	 2658708232916537604,  1163313865052186287,   581945337509520675,  3648778920718647903,
	 4423673246306544414,  1620799783996955743,   220828013409515943,  8150384699999389761,
	 4287360518296753003,  4590000184845883843,  5513660857261085186,  6964829100392774275,
	  478991688350776035,  8746140185685648781,   228500091334420247,  1356187007457302238,
	 3019253992034194581,  3152601605678500003,   430152752706002213,  5559581553696971176,
	 4916432985369275664,   663574931734554391,  3420773838927732076,  2868348622579915573,
	 1999319134044418520,  3328689518636282723,  2587672709781371173,  1517255313529399333,
	 3092343956317362483,  3662252519007064108,   972445599196498113,  7664865435875959367,
	 1708913533482282562,  6917817162668868494,  3217629022545312900,  2570043027221707107,
	 8739788839543624613,  2488075924621352812,  4694002395387436668,  4559628481798514356,
	 2997203966153298104,  1282559373026354493,   240113143146674385,  8665713329246516443,
	  628141331766346752,  4571950817186770476,  1472811188152235408,  7596648026010355826,
	 6091219417754424743,  7834161864828164065,  7103445518877254909,  4390861237357459201,
	 4442653864240571734,  8903482404847331368,   622261699494173647,  6037261250297213248,
	  504404948065709118,  7275215526217113061,  1011176780856001400,  2194750105623461063,
	 2623071828615234808,  5157313728073836108,  3738405111966602044,  2539767524076729570,
	 2467284396349269342,  5256026990536851868,  7841086888628396109,  6640857538655893162,
	 1202087339038317498,  2113514992440715978,  7534350895342931403,  4925284734898484745,
	 5145623771477493805,  8225140880134972332,  2719520354384050532,  9132346697815513771,
	 4332154495710163773,  7137789594094346916,  6994721091344268833,  6667228574869048934,
	  655440045726677499,    59934747298466858,  6124974028078036405,  8957774780655365418,
	 2332206071942466437,  1701056712286369627,  3154897383618636503,  1637766181387607527,
	 2460521277767576533,   197309393502684135,   643677854385267315,  2543179307861934850,
	 4350769010207485119,  4754652089410667672,  2015595502641514512,  7999059458976458608,
	 4287946071480840813,  8362686366770308971,  6486469209321732151,  3617727845841796026,
	 7554353525834302244,  4450022655153542367,  1605195740213535749,  5327014565305508387,
	 4626575813550328320,  2692222020597705149,   241045573717249868,  5098046974627094010,
	 7916882295460730264,   884817090297530579,  5329160409530630596,  7790979528857726136,
	 4955070238059373407,  4918537275422674302,  3008076183950404629,  3007769226071157901,
	 2470346235617803020,  8928702772696731736,  7856187920214445904,  4474874585391974885,
	 7900176660600710914,  2140571127916226672,  2425445057265199971,  2486055153341847830,
	 4186670094382025798,  1883939007446035042,  8808666044074867985,  3734134241178479257,
	 4065968871360089196,  6953124200385847784,  1305686814738899057,  1637739099014457647,
	 3656125660947993209,  3966759634633167020,  3106378204088556331,  6328899822778449810,
	 4565385105440252958,  1979884289539493806,  2331793186920865425,  3783206694208922581,
	 8464961209802336085,  2843963751609577687,  3030678195484896323,  4793717574095772604,
	 4459239494808162889,   402587895800087237,  8057891408711167515,  4541888170938985079,
	 1042662272908816815,  5557303057122568958,  2647678726283249984,  2144477441549833761,
	 5806352215355387087,  7117771003473903623,  5916597177708541638,   462597715452321361,
	 8833658097025758785,  5970273481425315300,   563813119381731307,  2768349550652697015,
	 1598828206250873866,  5206393647403558110,  6235043485709261823,  3152217402014639496,
	 8469693267274066490,   125672920241807416,  5311079624024060938,  6663754932310491587,
	 8736848295048751716,  4488039774992061878,  5923302823487327109,   140891791083103236,
	 7414942793393574290,  7990420780896957397,  4317817392807076702,  3625184369705367340,
	 2740722765288122703,  5743100009702758344,  5997898640509039159,  8854493341352484163,
	 5242208035432907801,   701338899890987198,  7609280429197514109,  3020985755112334161,
	 6651322707055512866,  2635195723621160615,  5144520864246028816,  1035086515727829828,
	 1567242097116389047,  8172389260191636581,  6337820351429292273,  2163012566996458925,
	 2743190902890262681,  1906367633221323427,  6011544915663598137,  5932255307352610768,
	 2241128460406315459,   895504896216695588,  3094483003111372717,  4583857460292963101,
	 9079887171656594975,  8839289181930711403,  5762740387243057873,  4225072055348026230,
	 1838220598389033063,  3801620336801580414,  8823526620080073856,  1776617605585100335,
	 7899055018877642622,  5421679761463003041,  5521102963086275121,  4248279443559365898,
	 8735487530905098534,  1760527091573692978,  7142485049657745894,  8222656872927218123,
	 4969531564923704323,  3394475942196872480,  6424174453260338141,   359248545074932887,
	 3273651282831730598,  6797106199797138596,  3030918217665093212,   145600834617314036,
	 6036575856065626233,   740416251634527158,  7080427635449935582,  6951781370868335478,
	  399922722363687927,   294902314447253185,  7844950936339178523,   880320858634709042,
	 6192655680808675579,   411604686384710388,  9026808440365124461,  6440783557497587732,
	 4615674634722404292,   539897290441580544,  2096238225866883852,  8751955639408182687,
	 1907224908052289603,  7381039757301768559,  6157238513393239656,  7749994231914157575,
	 8629571604380892756,  5280433031239081479,  7101611890139813254,  2479018537985767835,
	 7169176924412769570,  7942066497793203302,  1357759729055557688,  2278447439451174845,
	 3625338785743880657,  6477479539006708521,  8976185375579272206,  5511371554711836120,
	 1326024180520890843,  7537449876596048829,  5464680203499696154,  3189671183162196045,
	 6346751753565857109,   241159987320630307,  3095793449658682053,  8978332846736310159,
	 2902794662273147216,  7208698530190629697,  7276901792339343736,  1732385229314443140,
	 4133292154170828382,  2918308698224194548,  1519461397937144458,  5293934712616591764,
	 4922828954023452664,  2879211533496425641,  5896236396443472108,  8465043815351752425,
	 7329020396871624740,  8915471717014488588,  2944902635677463047,  7052079073493465134,
	 8382142935188824023,  9103922860780351547,  4152330101494654406 };
)

// seed rng x[n+1] = 48271 * x[n] mod (2**31 - 1)
func seedrand(x int32) int32 {
	hi := x / _Q;
	lo := x % _Q;
	x = _A*lo - _R*hi;
	if x < 0 {
		x += _M;
	}
	return x;
}

// Seed uses the provided seed value to initialize the generator to a deterministic state.
func Seed(seed int32) {
	rng_tap = 0;
	rng_feed = _LEN-_TAP;

	seed = seed%_M;
	if seed < 0 {
		seed += _M;
	}
	if seed == 0 {
		seed = 89482311;
	}

	x := seed;
	for i := -20; i < _LEN; i++ {
		x = seedrand(x);
		if i >= 0 {
			var u int64;
			u = int64(x) << 40;
			x = seedrand(x);
			u ^= int64(x) << 20;
			x = seedrand(x);
			u ^= int64(x);
			u ^= rng_cooked[i];
			rng_vec[i] = u & _MASK;
		}
	}
}

// Int63 returns a non-negative pseudo-random 63-bit integer as an int64.
func Int63() int64 {
	rng_tap--;
	if rng_tap < 0 {
		rng_tap += _LEN;
	}

	rng_feed--;
	if rng_feed < 0 {
		rng_feed += _LEN;
	}

	x := (rng_vec[rng_feed] + rng_vec[rng_tap]) & _MASK;
	rng_vec[rng_feed] = x;
	return x;
}

// Uint32 returns a pseudo-random 32-bit value as a uint32.
func Uint32() uint32 {
	return uint32(Int63() >> 31);
}

// Int31 returns a non-negative pseudo-random 31-bit integer as an int32.
func Int31() int32 {
	return int32(Int63() >> 32);
}

// Int returns a non-negative pseudo-random int.  All bits but the top bit are random.
func Int() int {
	u := uint(Int63());
	return int(u << 1 >> 1);	// clear sign bit if int == int32
}

// Int63n returns, as an int64, a non-negative pseudo-random number in [0,n).
func Int63n(n int64) int64 {
	if n <= 0 {
		return 0
	}
	max := int64((1<<63)-1 - (1<<63) % uint64(n));
	v := Int63();
	for v > max {
		v = Int63()
	}
	return v % n
}

// Int31n returns, as an int32, a non-negative pseudo-random number in [0,n).
func Int31n(n int32) int32 {
	return int32(Int63n(int64(n)))
}

// Intn returns, as an int, a non-negative pseudo-random number in [0,n).
func Intn(n int) int {
	return int(Int63n(int64(n)))
}

// Float64 returns, as a float64, a pseudo-random number in [0.0,1.0).
func Float64() float64 {
	x := float64(Int63()) / float64(_MAX);
	for x >= 1 {
		x = float64(Int63()) / float64(_MAX);
	}
	return x;
}

// Float32 returns, as a float32, a pseudo-random number in [0.0,1.0).
func Float32() float32 {
	return float32(Float64())
}

// Float returns, as a float, a pseudo-random number in [0.0,1.0).
func Float() float
{
	return float(Float64())
}

// Perm returns, as a slice of n ints, a pseudo-random permutation of the integers [0,n).
func Perm(n int) []int {
	m := make([]int, n);
	for i:=0; i<n; i++ {
		m[i] = i;
	}
	for i:=0; i<n; i++ {
		j := Intn(n);
		m[i],m[j] = m[j],m[i];
	}
	return m;
}

func init() {
	Seed(1);
}