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WIP cached twister #2700

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5 changes: 3 additions & 2 deletions packages/graphql-fixtures/package.json
Expand Up @@ -24,10 +24,11 @@
"node": "^14.17.0 || >=16.0.0"
},
"dependencies": {
"@faker-js/faker": "^7.6.0",
"@faker-js/faker": "^8.3.1",
"@shopify/useful-types": "^5.1.2",
"graphql": ">=14.5.0 <16.0.0",
"graphql-tool-utilities": "^3.0.3"
"graphql-tool-utilities": "^3.0.3",
"v8-profiler-next": "^1.9.0"
},
"peerDependencies": {
"graphql-typed": "^2.0.2"
Expand Down
373 changes: 373 additions & 0 deletions packages/graphql-fixtures/src/cachedTwister.ts
@@ -0,0 +1,373 @@
import type {Randomizer} from '@faker-js/faker';
/**
* Copyright (c) 2022-2023 Faker
*
* This is a version of the original source code migrated to TypeScript and
* modified by the Faker team.
*
* Check LICENSE for more details on copyright.
*
* -----------------------------------------------------------------------------
*
* Copyright (c) 2006 Y. Okada
*
* This program is a JavaScript version of Mersenne Twister, with concealment
* and encapsulation in class, an almost straight conversion from the original
* program, mt19937ar.c, translated by Y. Okada on July 17, 2006, and modified
* a little at July 20, 2006, but there are not any substantial differences.
*
* In this program, procedure descriptions and comments of original source code
* were not removed.
*
* Lines commented with //c// were originally descriptions of c procedure.
* And a few following lines are appropriate JavaScript descriptions.
*
* Lines commented with /* and *\/ are original comments.
* Lines commented with // are additional comments in this JavaScript version.
*
* Before using this version, create at least one instance of
* MersenneTwister19937 class, and initialize the each state, given below
* in C comments, of all the instances.
*
* -----------------------------------------------------------------------------
*
* A C-program for MT19937, with initialization improved 2002/1/26.
* Coded by Takuji Nishimura and Makoto Matsumoto.
*
* Before using, initialize the state by using init_genrand(seed)
* or init_by_array(init_key, key_length).
*
* Copyright (C) 1997 - 2002, Makoto Matsumoto and Takuji Nishimura,
* All rights reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions are met:
*
* 1. Redistributions of source code must retain the above copyright notice,
* this list of conditions and the following disclaimer.
*
* 2. Redistributions in binary form must reproduce the above copyright notice,
* this list of conditions and the following disclaimer in the documentation
* and/or other materials provided with the distribution.
*
* 3. The names of its contributors may not be used to endorse or promote
* products derived from this software without specific prior written
* permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
* AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO,
* THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
* PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS
* BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
* CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT
* OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
* INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
* CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
* ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
* THE POSSIBILITY OF SUCH DAMAGE.
*
* Any feedback is very welcome.
* http://www.math.sci.hiroshima-u.ac.jp/~m-mat/MT/emt.html
* email: m-mat @ math.sci.hiroshima-u.ac.jp (remove space)
*
* @internal
*/
export class MersenneTwister19937 {
private readonly N = 624;
private readonly M = 397;
private readonly MATRIX_A = 0x9908b0df; // constant vector a
private readonly UPPER_MASK = 0x80000000; // most significant w-r bits
private readonly LOWER_MASK = 0x7fffffff; // least significant r bits
private mt: number[] = Array.from({length: this.N}); // the array for the state vector
private mti = this.N + 1; // mti==N+1 means mt[N] is not initialized

getTwisterState() {
return {mt: this.mt, mti: this.mti};
}

initState(state: {mt: number[]; mti: number}) {
this.mt = state.mt;
this.mti = state.mti;
}
Comment on lines +84 to +91
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added getters and setters for the state


/**
* Returns a 32-bits unsigned integer from an operand to which applied a bit
* operator.
*
* @param n1 number to unsign
*/
private unsigned32(n1: number): number {
return n1 < 0 ? (n1 ^ this.UPPER_MASK) + this.UPPER_MASK : n1;
}

/**
* Emulates lowerflow of a c 32-bits unsigned integer variable, instead of
* the operator -. These both arguments must be non-negative integers
* expressible using unsigned 32 bits.
*
* @param n1 dividend
* @param n2 divisor
*/
private subtraction32(n1: number, n2: number): number {
return n1 < n2
? this.unsigned32((0x100000000 - (n2 - n1)) & 0xffffffff)
: n1 - n2;
}

/**
* Emulates overflow of a c 32-bits unsigned integer variable, instead of the operator +.
* these both arguments must be non-negative integers expressible using unsigned 32 bits.
*
* @param n1 number one for addition
* @param n2 number two for addition
*/
private addition32(n1: number, n2: number): number {
return this.unsigned32((n1 + n2) & 0xffffffff);
}

/**
* Emulates overflow of a c 32-bits unsigned integer variable, instead of the operator *.
* These both arguments must be non-negative integers expressible using unsigned 32 bits.
*
* @param n1 number one for multiplication
* @param n2 number two for multiplication
*/
private multiplication32(n1: number, n2: number): number {
let sum = 0;
for (let i = 0; i < 32; ++i) {
if ((n1 >>> i) & 0x1) {
sum = this.addition32(sum, this.unsigned32(n2 << i));
}
}

return sum;
}

/**
* Initializes mt[N] with a seed.
*
* @param seed the seed to use
*/
initGenrand(seed: number): void {
this.mt[0] = this.unsigned32(seed & 0xffffffff);
for (this.mti = 1; this.mti < this.N; this.mti++) {
this.mt[this.mti] =
// (1812433253 * (mt[mti-1] ^ (mt[mti-1] >> 30)) + mti);
this.addition32(
this.multiplication32(
1812433253,
this.unsigned32(
this.mt[this.mti - 1] ^ (this.mt[this.mti - 1] >>> 30),
),
),
this.mti,
);

/* See Knuth TAOCP Vol2. 3rd Ed. P.106 for multiplier. */
/* In the previous versions, MSBs of the seed affect */
/* only MSBs of the array mt[]. */
/* 2002/01/09 modified by Makoto Matsumoto */
this.mt[this.mti] = this.unsigned32(this.mt[this.mti] & 0xffffffff);
}
}

/**
* Initialize by an array with array-length.
*
* @param initKey is the array for initializing keys
* @param keyLength is its length
*/
initByArray(initKey: number[], keyLength: number): void {
this.initGenrand(19650218);
let i = 1;
let j = 0;
let k = this.N > keyLength ? this.N : keyLength;
for (; k; k--) {
// mt[i] = (mt[i] ^ ((mt[i-1] ^ (mt[i-1] >> 30)) * 1664525)) + init_key[j] + j;
this.mt[i] = this.addition32(
this.addition32(
this.unsigned32(
this.mt[i] ^
this.multiplication32(
this.unsigned32(this.mt[i - 1] ^ (this.mt[i - 1] >>> 30)),
1664525,
),
),
initKey[j],
),
j,
);
// mt[i] &= 0xffffffff; for WORDSIZE > 32 machines
this.mt[i] = this.unsigned32(this.mt[i] & 0xffffffff);
i++;
j++;
if (i >= this.N) {
this.mt[0] = this.mt[this.N - 1];
i = 1;
}

if (j >= keyLength) {
j = 0;
}
}

for (k = this.N - 1; k; k--) {
// mt[i] = (mt[i] ^ ((mt[i-1] ^ (mt[i-1] >> 30)) * 1566083941)) - i
this.mt[i] = this.subtraction32(
this.unsigned32(
this.mt[i] ^
this.multiplication32(
this.unsigned32(this.mt[i - 1] ^ (this.mt[i - 1] >>> 30)),
1566083941,
),
),
i,
);
// mt[i] &= 0xffffffff; for WORDSIZE > 32 machines
this.mt[i] = this.unsigned32(this.mt[i] & 0xffffffff);
i++;
if (i >= this.N) {
this.mt[0] = this.mt[this.N - 1];
i = 1;
}
}

this.mt[0] = 0x80000000; // MSB is 1; assuring non-zero initial array
}

// moved outside of genrandInt32() by jwatte 2010-11-17; generate less garbage
private mag01 = [0x0, this.MATRIX_A];

/**
* Generates a random number on [0,2^32]-interval
*/
genrandInt32(): number {
let y: number;

if (this.mti >= this.N) {
// generate N words at one time
let kk: number;

// if initGenrand() has not been called a default initial seed is used
if (this.mti === this.N + 1) {
this.initGenrand(5489);
}

for (kk = 0; kk < this.N - this.M; kk++) {
y = this.unsigned32(
(this.mt[kk] & this.UPPER_MASK) | (this.mt[kk + 1] & this.LOWER_MASK),
);

this.mt[kk] = this.unsigned32(
this.mt[kk + this.M] ^ (y >>> 1) ^ this.mag01[y & 0x1],
);
}

for (; kk < this.N - 1; kk++) {
y = this.unsigned32(
(this.mt[kk] & this.UPPER_MASK) | (this.mt[kk + 1] & this.LOWER_MASK),
);

this.mt[kk] = this.unsigned32(
this.mt[kk + (this.M - this.N)] ^ (y >>> 1) ^ this.mag01[y & 0x1],
);
}

y = this.unsigned32(
(this.mt[this.N - 1] & this.UPPER_MASK) |
(this.mt[0] & this.LOWER_MASK),
);

this.mt[this.N - 1] = this.unsigned32(
this.mt[this.M - 1] ^ (y >>> 1) ^ this.mag01[y & 0x1],
);

this.mti = 0;
}

y = this.mt[this.mti++];

// Tempering
y = this.unsigned32(y ^ (y >>> 11));
y = this.unsigned32(y ^ ((y << 7) & 0x9d2c5680));
y = this.unsigned32(y ^ ((y << 15) & 0xefc60000));
y = this.unsigned32(y ^ (y >>> 18));

return y;
}

/**
* Generates a random number on [0,2^32]-interval
*/
genrandInt31(): number {
return this.genrandInt32() >>> 1;
}

/**
* Generates a random number on [0,1]-real-interval
*/
genrandReal1(): number {
return this.genrandInt32() * (1.0 / 4294967295.0); // divided by 2^32-1
}

/**
* Generates a random number on [0,1)-real-interval
*/
genrandReal2(): number {
return this.genrandInt32() * (1.0 / 4294967296.0); // divided by 2^32
}

/**
* Generates a random number on (0,1)-real-interval
*/
genrandReal3(): number {
return (this.genrandInt32() + 0.5) * (1.0 / 4294967296.0); // divided by 2^32
}

/**
* Generates a random number on [0,1) with 53-bit resolution
*/
genrandRes53(): number {
const a = this.genrandInt32() >>> 5;
const b = this.genrandInt32() >>> 6;
return (a * 67108864.0 + b) * (1.0 / 9007199254740992.0);
}
// These real versions are due to Isaku Wada, 2002/01/09
}

/**
* Generates a MersenneTwister19937 randomizer with 32 bits of precision.
* This is the default randomizer used by Faker.
*
* @internal
*/
export function generateCacheableMersenne32Randomizer(): Randomizer {
const twister = new MersenneTwister19937();

const initialSeed = Math.ceil(Math.random() * Number.MAX_SAFE_INTEGER);
twister.initGenrand(initialSeed);

const cachedTwisterStates = {
[initialSeed]: twister.getTwisterState(),
};

return {
next(): number {
return twister.genrandReal2();
},
seed(seed: number | number[]): void {
if (typeof seed === 'number') {
// if we already have a twister state for the seed, use it
if (cachedTwisterStates[seed]) {
const {mti, mt} = cachedTwisterStates[seed];
twister.initState({mti, mt: [...mt]});
} else {
twister.initGenrand(seed);
cachedTwisterStates[seed] = twister.getTwisterState();
}
} else if (Array.isArray(seed)) {
twister.initByArray(seed, seed.length);
}
Comment on lines +358 to +370
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Here is the modification to the seed function to grab a cached version of the twister state.

},
};
}