From 7ffed1531c3e7af59ee630b6167aacd5c749084f Mon Sep 17 00:00:00 2001
From: Robert Plummer <robertleeplummerjr@gmail.com>
Date: Thu, 8 Dec 2022 15:11:09 -0500
Subject: [PATCH 1/4] fix: Rebasing

---
 .eslintrc                            |  17 +-
 README.md                            |  88 ++++----
 index.d.ts                           |  27 ---
 index.js                             |   1 -
 jest.config.js                       |  12 ++
 lib/Algorithm.js                     |  48 -----
 lib/Algorithm/reward.js              |  28 ---
 lib/Algorithm/serialize.js           |  15 --
 lib/utils/promisify.js               |   9 -
 lib/utils/sum.js                     |   9 -
 opt/tonic.js                         |  10 +-
 package.json                         |  42 ++--
 src/ucb.ts                           | 103 ++++++++++
 test/lib/Algorithm.test.js           | 103 ----------
 test/lib/Algorithm/reward.test.js    | 134 -------------
 test/lib/Algorithm/serialize.test.js |  27 ---
 test/lint.test.js                    |  18 --
 test/ucb.test.ts                     | 290 +++++++++++++++++++++++++++
 test/utils/clone-simple-object.ts    |   3 +
 test/utils/cloneSimpleObject.js      |   5 -
 test/utils/random-integer.ts         |   7 +
 test/utils/randomInteger.js          |  10 -
 test/utils/repeat-function.ts        |   8 +
 test/utils/repeatFunction.js         |  10 -
 tsconfig.json                        |  42 ++++
 25 files changed, 560 insertions(+), 506 deletions(-)
 delete mode 100644 index.d.ts
 delete mode 100644 index.js
 create mode 100644 jest.config.js
 delete mode 100644 lib/Algorithm.js
 delete mode 100644 lib/Algorithm/reward.js
 delete mode 100644 lib/Algorithm/serialize.js
 delete mode 100644 lib/utils/promisify.js
 delete mode 100644 lib/utils/sum.js
 create mode 100644 src/ucb.ts
 delete mode 100644 test/lib/Algorithm.test.js
 delete mode 100644 test/lib/Algorithm/reward.test.js
 delete mode 100644 test/lib/Algorithm/serialize.test.js
 delete mode 100644 test/lint.test.js
 create mode 100644 test/ucb.test.ts
 create mode 100644 test/utils/clone-simple-object.ts
 delete mode 100644 test/utils/cloneSimpleObject.js
 create mode 100644 test/utils/random-integer.ts
 delete mode 100644 test/utils/randomInteger.js
 create mode 100644 test/utils/repeat-function.ts
 delete mode 100644 test/utils/repeatFunction.js
 create mode 100644 tsconfig.json

diff --git a/.eslintrc b/.eslintrc
index e9ca706..7cbe1aa 100644
--- a/.eslintrc
+++ b/.eslintrc
@@ -1,8 +1,21 @@
 {
-  "extends": "airbnb/base",
+  "root": true,
+  "parser": "@typescript-eslint/parser",
+  "plugins": [
+    "@typescript-eslint"
+  ],
+  "extends": [
+    "eslint:recommended",
+    "plugin:@typescript-eslint/eslint-recommended",
+    "plugin:@typescript-eslint/recommended"
+  ],
+  "env": {
+    "node": true
+  },
   "rules": {
     "comma-dangle": 0,
     "max-len": [2, 100, 2],
     "prefer-rest-params": 0
-  }
+  },
+  "ignorePatterns": ["out"]
 }
diff --git a/README.md b/README.md
index de2ab4f..94a0311 100644
--- a/README.md
+++ b/README.md
@@ -5,7 +5,7 @@ ucb
 
 **An upper confidence bounds algorithm for multi-armed bandit problems**
 
-This implementation is based on [<em>Bandit Algorithms for Website Optimization</em>](http://shop.oreilly.com/product/0636920027393.do) and related empirical research in ["Algorithms for the multi-armed bandit problem"](http://www.cs.mcgill.ca/~vkules/bandits.pdf). In addition, this module conforms to the [BanditLab/2.0 specification](https://github.com/kurttheviking/banditlab-spec/releases).
+This implementation is based on [<em>Bandit Algorithms for Website Optimization</em>](http://shop.oreilly.com/product/0636920027393.do) and related empirical research in ["Algorithms for the multi-armed bandit problem"](http://www.cs.mcgill.ca/~vkules/bandits.pdf). In addition, this module conforms to the [BanditLab/2.0 specification](https://github.com/kurttheviking/banditlab-spec/releases).  Now written in Typescript!
 
 
 ## Get started
@@ -33,69 +33,71 @@ This implementation often encounters extended floating point numbers. Arm select
 1. Create an optimizer with `3` arms:
 
     ```js
-    const Algorithm = require('ucb');
+    const { Ucb } = require('ucb');
 
-    const algorithm = new Algorithm({
+    const ucb = new Ucb({
       arms: 3
     });
     ```
 
-2. Select an arm (exploits or explores, determined by the algorithm):
+2. Select an arm (exploits or explores, determined by ucb):
 
     ```js
-    algorithm.select().then((arm) => {
+    ucb.select().then((arm) => {
       // do something based on the chosen arm
     });
+    // or
+    const arm = ucb.selectSync();
     ```
 
 3. Report the reward earned from a chosen arm:
 
     ```js
-    algorithm.reward(arm, value);
+    ucb.reward(arm, value);
     ```
 
 
 ## API
 
-### `Algorithm(config)`
+### `Ucb(config)`
 
-Creates a new optimization algorithm.
+Creates a new Ucb.
 
 #### Arguments
 
-- `config` (`Object`): algorithm instance parameters
+- `config` (`Object`): ucb instance parameters
 
 The `config` object supports two optional parameters:
 
 - `arms` (`Number`, Integer): The number of arms over which the optimization will operate; defaults to `2`
 
-Alternatively, the `state` object resolved from [`Algorithm#serialize`](https://github.com/kurttheviking/ucb-js#algorithmserialize) can be passed as `config`.
+Alternatively, the `state` object resolved from [`Ucb#serialize`](https://github.com/kurttheviking/ucb-js#algorithmserialize) can be passed as `config`.
 
 #### Returns
 
-An instance of the ucb optimization algorithm.
+An instance of Ucb.
 
 #### Example
 
 ```js
-const Algorithm = require('ucb');
-const algorithm = new Algorithm();
+const { Ucb } = require('ucb');
+const ucb = new Ucb();
 
-assert.equal(algorithm.arms, 2);
+assert.equal(ucb.arms, 2);
 ```
 
 Or, with a passed `config`:
 
 ```js
-const Algorithm = require('ucb');
-const algorithm = new Algorithm({ arms: 4 });
+const { Ucb } = require('ucb');
+const ucb = new Ucb({ arms: 4 });
 
-assert.equal(algorithm.arms, 4);
+assert.equal(ucb.arms, 4);
 ```
 
-### `Algorithm#select()`
+### `Ucb#select()`
 
-Choose an arm to play, according to the optimization algorithm.
+Choose an arm to play, according to Ucb.
 
 #### Arguments
 
@@ -108,37 +110,42 @@ A `Promise` that resolves to a `Number` corresponding to the associated arm inde
 #### Example
 
 ```js
-const Algorithm = require('ucb');
-const algorithm = new Algorithm();
+const { Ucb } = require('ucb');
+const ucb = new Ucb();
 
-algorithm.select().then(arm => console.log(arm));
+ucb.select().then(arm => console.log(arm));
+// or
+const arm = ucb.selectSync();
 ```
 
-### `Algorithm#reward(arm, reward)`
+### `Ucb#reward(arm, reward)`
 
-Inform the algorithm about the payoff from a given arm.
+Inform Ucb about the payoff from a given arm.
 
 #### Arguments
 
-- `arm` (`Number`, Integer): the arm index (provided from `Algorithm#select()`)
+- `arm` (`Number`, Integer): the arm index (provided from `Ucb#select()`)
 - `reward` (`Number`): the observed reward value (which can be 0 to indicate no reward)
 
 #### Returns
 
-A `Promise` that resolves to an updated instance of the algorithm. (The original instance is mutated as well.)
+A `Promise` that resolves to an updated instance of ucb. (The original instance is mutated as well.)
 
 #### Example
 
 ```js
-const Algorithm = require('ucb');
-const algorithm = new Algorithm();
+const { Ucb } = require('ucb');
+const ucb = new Ucb();
 
-algorithm.reward(0, 1).then(updatedAlgorithm => console.log(updatedAlgorithm));
+ucb.reward(0, 1).then(updatedUcb => console.log(updatedUcb));
+// or
+const updatedUcb = ucb.rewardSync(0, 1);
+console.log(updatedUcb);
 ```
 
-### `Algorithm#serialize()`
+### `Ucb#serialize()`
 
-Obtain a plain object representing the internal state of the algorithm.
+Obtain a plain object representing the internal state of ucb.
 
 #### Arguments
 
@@ -146,15 +153,18 @@ _None_
 
 #### Returns
 
-A `Promise` that resolves to a stringify-able `Object` with parameters needed to reconstruct algorithm state.
+A `Promise` that resolves to a stringify-able `Object` with parameters needed to reconstruct ucb state.
 
 #### Example
 
 ```js
-const Algorithm = require('ucb');
-const algorithm = new Algorithm();
+const { Ucb } = require('ucb');
+const ucb = new Ucb();
 
-algorithm.serialize().then(state => console.log(state));
+ucb.serialize().then(state => console.log(state));
+// or
+const state = ucb.serializeSync();
+console.log(state);
 ```
 
 
@@ -170,14 +180,6 @@ PRs are welcome! For bugs, please include a failing test which passes when your
 2. Changes should be submitted to master via a [Pull Request](https://github.com/kurttheviking/ucb-js/compare).
 3. Pull Requests should be merged via a merge commit. Local "in-process" commits may be squashed prior to pushing to the remote feature branch.
 
-To enable a git hook that runs `npm test` prior to pushing, `cd` into the local repo and run:
-
-```sh
-touch .git/hooks/pre-push
-chmod +x .git/hooks/pre-push
-echo "npm test" > .git/hooks/pre-push
-```
-
 ### Tests
 
 To run the unit test suite:
diff --git a/index.d.ts b/index.d.ts
deleted file mode 100644
index 33acd64..0000000
--- a/index.d.ts
+++ /dev/null
@@ -1,27 +0,0 @@
-export interface IAlgorithmOptions {
-  arms: number;
-}
-
-export interface ISerializedAlgorithm {
-  arms: number;
-  counts: number[];
-  values: number[];
-}
-
-declare module 'ucb' {
-  // @ts-ignore legacy export
-  export = // @ts-ignore legacy export
-    class Algorithm implements ISerializedAlgorithm {
-    arms: number;
-    counts: number[];
-    values: number[];
-
-    constructor(options: IAlgorithmOptions | ISerializedAlgorithm);
-
-    public select(): Promise<number>;
-
-    public reward(arm: number, reward: number): Promise<Algorithm>;
-
-    public serialize(): Promise<ISerializedAlgorithm>;
-  }
-}
diff --git a/index.js b/index.js
deleted file mode 100644
index 4d9c33f..0000000
--- a/index.js
+++ /dev/null
@@ -1 +0,0 @@
-module.exports = require('./lib/Algorithm');
diff --git a/jest.config.js b/jest.config.js
new file mode 100644
index 0000000..d48b0cd
--- /dev/null
+++ b/jest.config.js
@@ -0,0 +1,12 @@
+module.exports = {
+  preset: 'ts-jest',
+  testEnvironment: 'node',
+  testMatch: ['**/?(*.)+(test).ts?(x)'],
+  testPathIgnorePatterns: ['/node_modules/', '/out/'],
+  setupFiles: ['reflect-metadata', 'jest-ts-auto-mock'],
+  globals: {
+    'ts-jest': {
+      compiler: 'ttypescript',
+    },
+  },
+};
diff --git a/lib/Algorithm.js b/lib/Algorithm.js
deleted file mode 100644
index f455462..0000000
--- a/lib/Algorithm.js
+++ /dev/null
@@ -1,48 +0,0 @@
-const debug = require('debug')('ucb');
-const has = require('has');
-
-const promisify = require('./utils/promisify');
-
-const reward = require('./Algorithm/reward');
-const select = require('./Algorithm/select');
-const serialize = require('./Algorithm/serialize');
-
-function Algorithm(opts) {
-  const options = opts || {};
-
-  if (!(this instanceof Algorithm)) {
-    return new Algorithm(options);
-  }
-
-  debug('init', options);
-
-  this.arms = options.arms === undefined ? 2 : parseInt(options.arms, 10);
-
-  if (this.arms < 1) {
-    throw new TypeError('invalid arms: cannot be less than 1');
-  }
-
-  if (has(options, 'counts') && has(options, 'values')) {
-    if (!Array.isArray(options.counts)) {
-      throw new TypeError('counts must be an array');
-    } else if (!Array.isArray(options.values)) {
-      throw new TypeError('values must be an array');
-    } else if (options.counts.length !== this.arms) {
-      throw new Error('arms and counts.length must be identical');
-    } else if (options.values.length !== this.arms) {
-      throw new Error('arms and values.length must be identical');
-    }
-
-    this.counts = options.counts.slice(0);
-    this.values = options.values.slice(0);
-  } else {
-    this.counts = new Array(this.arms).fill(0);
-    this.values = new Array(this.arms).fill(0);
-  }
-}
-
-Algorithm.prototype.reward = promisify(reward);
-Algorithm.prototype.select = promisify(select);
-Algorithm.prototype.serialize = promisify(serialize);
-
-module.exports = Algorithm;
diff --git a/lib/Algorithm/reward.js b/lib/Algorithm/reward.js
deleted file mode 100644
index 6f5ae8b..0000000
--- a/lib/Algorithm/reward.js
+++ /dev/null
@@ -1,28 +0,0 @@
-const debug = require('debug')('ucb:reward');
-
-function reward(arm, value) {
-  debug('reward arm %s with %s', arm, value);
-
-  if (typeof arm !== 'number') {
-    throw new TypeError('missing or invalid required parameter: arm');
-  } else if (arm >= this.arms || arm < 0) {
-    throw new TypeError('arm index out of bounds');
-  } else if (typeof value !== 'number') {
-    throw new TypeError('missing or invalid required parameter: reward');
-  }
-
-  const count = this.counts[arm] + 1;
-  const prior = this.values[arm];
-
-  this.counts[arm] = count;
-
-  debug('prior value: %s', prior);
-
-  this.values[arm] = (((count - 1) / count) * prior) + ((1 / count) * value);
-
-  debug('posterior value: %s', this.values[arm]);
-
-  return this;
-}
-
-module.exports = reward;
diff --git a/lib/Algorithm/serialize.js b/lib/Algorithm/serialize.js
deleted file mode 100644
index 280481e..0000000
--- a/lib/Algorithm/serialize.js
+++ /dev/null
@@ -1,15 +0,0 @@
-const debug = require('debug')('ucb:serialize');
-
-function serialize() {
-  const out = {
-    arms: this.arms,
-    counts: this.counts.slice(0),
-    values: this.values.slice(0)
-  };
-
-  debug('state', out);
-
-  return out;
-}
-
-module.exports = serialize;
diff --git a/lib/utils/promisify.js b/lib/utils/promisify.js
deleted file mode 100644
index 509aebe..0000000
--- a/lib/utils/promisify.js
+++ /dev/null
@@ -1,9 +0,0 @@
-function wrap(func) {
-  return function wrapped() {
-    const args = arguments;
-
-    return Promise.resolve().then(() => func.apply(this, args));
-  };
-}
-
-module.exports = wrap;
diff --git a/lib/utils/sum.js b/lib/utils/sum.js
deleted file mode 100644
index 31a7039..0000000
--- a/lib/utils/sum.js
+++ /dev/null
@@ -1,9 +0,0 @@
-function reducer(out, value) {
-  return out + value;
-}
-
-function sum(arr) {
-  return arr.reduce(reducer);
-}
-
-module.exports = sum;
diff --git a/opt/tonic.js b/opt/tonic.js
index c3db363..66470c0 100644
--- a/opt/tonic.js
+++ b/opt/tonic.js
@@ -1,12 +1,12 @@
 /* eslint-disable */
 
-const Algorithm = require('ucb');
+const { Ucb } = require('ucb');
 
-const algorithm = new Algorithm();
+const ucb = new Ucb();
 
-algorithm.select().then((arm) => {
+ucb.select().then((arm) => {
   console.log('chose arm', arm);
-  return algorithm.reward(arm, 1);
+  return ucb.reward(arm, 1);
 })
-.then(() => algorithm.serialize())
+.then(() => ucb.serialize())
 .then(state => console.log('new state', JSON.stringify(state, null, 2)));
diff --git a/package.json b/package.json
index 10b3f49..0e9e6a9 100644
--- a/package.json
+++ b/package.json
@@ -1,10 +1,14 @@
 {
   "name": "ucb",
   "description": "An upper confidence bounds multi-armed bandit algorithm",
-  "version": "3.2.0",
+  "version": "4.0.0",
   "license": "ISC",
-  "main": "index.js",
-  "typings": "index.d.ts",
+  "files": [
+    "out/",
+    "opt/"
+  ],
+  "typings": "./out/ucb.d.ts",
+  "main": "out/ucb.js",
   "keywords": [
     "multi-armed bandit",
     "upper confidence bounds algorithm",
@@ -32,24 +36,38 @@
   },
   "homepage": "https://github.com/kurttheviking/ucb-js#readme",
   "dependencies": {
-    "debug": "4.1.1",
-    "has": "1.0.3",
     "random-js": "1.0.8"
   },
   "devDependencies": {
+    "@types/node": "^18.11.11",
+    "rimraf": "^3.0.2",
+    "@types/jest": "^29.2.4",
+    "@typescript-eslint/eslint-plugin": "^5.45.1",
+    "@typescript-eslint/parser": "^5.45.1",
     "chai": "4.2.0",
-    "eslint": "5.11.1",
-    "eslint-config-airbnb": "17.1.0",
-    "eslint-plugin-import": "2.14.0",
-    "mocha-eslint": "5.0.0",
+    "eslint": "^8.29.0",
+    "eslint-config-airbnb": "^19.0.4",
+    "eslint-plugin-import": "^2.26.0",
     "istanbul": "0.4.5",
-    "mocha": "10.2.0",
+    "jest": "^29.3.1",
+    "jest-ts-auto-mock": "^2.1.0",
+    "mocha-eslint": "10.0.0",
     "mockery": "2.1.0",
     "sinon": "7.2.2"
+    "random-js": "^2.1.0",
+    "reflect-metadata": "^0.1.13",
+    "ts-auto-mock": "^3.6.2",
+    "ts-jest": "^29.0.3",
+    "ts-node": "^8.10.2",
+    "ttypescript": "^1.5.13",
+    "typescript": "^4.9.3"
   },
   "scripts": {
-    "coverage": "./node_modules/istanbul/lib/cli.js cover --report=json-summary --report=html _mocha ./test -- --recursive",
-    "test": "node node_modules/mocha/bin/mocha ./test --recursive"
+    "coverage": "jest --coverage",
+    "test": "jest",
+    "build": "npm run clean; tsc -p . -d",
+    "clean": "rimraf out coverage",
+    "prepublish": "npm run build"
   },
   "tonicExampleFilename": "./opt/tonic.js"
 }
diff --git a/src/ucb.ts b/src/ucb.ts
new file mode 100644
index 0000000..27671b5
--- /dev/null
+++ b/src/ucb.ts
@@ -0,0 +1,103 @@
+export interface IOptions {
+  arms: number;
+}
+
+export interface ISerialized {
+  arms: number;
+  counts: number[];
+  values: number[];
+}
+
+export class Ucb implements ISerialized {
+  arms: number;
+  counts: number[];
+  values: number[];
+  constructor(opts: ISerialized | IOptions) {
+    this.arms = opts.arms;
+
+    if (this.arms < 1) {
+      throw new TypeError('invalid arms: cannot be less than 1');
+    }
+
+    const serialized = opts as ISerialized;
+    if (typeof serialized.counts !== 'undefined' && typeof serialized.values !== 'undefined') {
+      if (!Array.isArray(serialized.counts)) {
+        throw new TypeError('counts must be an array');
+      } else if (!Array.isArray(serialized.values)) {
+        throw new TypeError('values must be an array');
+      } else if (serialized.counts.length !== this.arms) {
+        throw new Error('arms and counts.length must be identical');
+      } else if (serialized.values.length !== this.arms) {
+        throw new Error('arms and values.length must be identical');
+      }
+
+      this.counts = serialized.counts.slice(0);
+      this.values = serialized.values.slice(0);
+    } else {
+      this.counts = new Array(this.arms).fill(0);
+      this.values = new Array(this.arms).fill(0);
+    }
+  }
+
+  async reward(arm: number, value: number): Promise<this> {
+    return this.rewardSync(arm, value);
+  }
+
+  rewardSync(arm: number, value: number): this {
+    if (typeof arm !== 'number') {
+      throw new TypeError('missing or invalid required parameter: arm');
+    } else if (arm >= this.arms || arm < 0) {
+      throw new TypeError('arm index out of bounds');
+    } else if (typeof value !== 'number') {
+      throw new TypeError('missing or invalid required parameter: reward');
+    }
+
+    const count = this.counts[arm] + 1;
+    const prior = this.values[arm];
+
+    this.counts[arm] = count;
+
+    this.values[arm] = (((count - 1) / count) * prior) + ((1 / count) * value);
+
+    return this;
+  }
+
+  async select(): Promise<number> {
+    return this.selectSync();
+  }
+
+  selectSync(): number {
+    const emptyArm = this.counts.indexOf(0);
+
+    if (emptyArm !== -1) {
+      return emptyArm;
+    }
+
+    const bonus = 2 * Math.log(sum(this.counts));
+
+    const values = this.counts.map((ct, i) => this.values[i] + Math.sqrt(bonus / ct));
+
+    const max = Math.max.apply(null, values);
+    return values.indexOf(max);
+  }
+
+  async serialize(): Promise<ISerialized> {
+    return this.serializeSync();
+  }
+
+  serializeSync(): ISerialized {
+    return {
+      arms: this.arms,
+      counts: this.counts.slice(0),
+      values: this.values.slice(0)
+    };
+  }
+}
+
+function sum(arr: number[]): number {
+  return arr.reduce(reducer);
+}
+
+function reducer(out: number, value: number): number {
+  return out + value;
+}
diff --git a/test/lib/Algorithm.test.js b/test/lib/Algorithm.test.js
deleted file mode 100644
index 5c54f58..0000000
--- a/test/lib/Algorithm.test.js
+++ /dev/null
@@ -1,103 +0,0 @@
-/* global describe, it */
-/* eslint-disable global-require, import/no-extraneous-dependencies */
-
-const expect = require('chai').expect;
-
-const cloneSimpleObject = require('../utils/cloneSimpleObject');
-const randomInteger = require('../utils/randomInteger');
-
-describe('Algorithm', () => {
-  const Algorithm = require('../../index');
-
-  const arms = randomInteger(2, 10);
-  const state = {
-    arms,
-    counts: new Array(arms).fill(0),
-    values: new Array(arms).fill(0)
-  };
-
-  state.counts = state.counts.map(() => randomInteger(0, 10));
-  state.values = state.values.map(() => randomInteger(0, 100) / 100);
-
-  it('does not require new keyword', () => {
-    const alg = Algorithm();
-
-    expect(alg).to.have.property('arms');
-    expect(alg).to.have.property('counts');
-    expect(alg).to.have.property('values');
-  });
-
-  it('restores instance properties from prior state', () => {
-    const alg = new Algorithm(state);
-
-    expect(alg.arms).to.equal(state.arms);
-    expect(alg.counts).to.deep.equal(state.counts);
-    expect(alg.values).to.deep.equal(state.values);
-  });
-
-  it('throws TypeError when passed arms=0', () => {
-    function test() {
-      return new Algorithm({ arms: 0 });
-    }
-
-    expect(test).to.throw(TypeError);
-    expect(test).to.throw(/invalid arms: cannot be less than 1/);
-  });
-
-  it('throws TypeError when passed arms<0', () => {
-    function test() {
-      return new Algorithm({ arms: -1 });
-    }
-
-    expect(test).to.throw(TypeError);
-    expect(test).to.throw(/invalid arms: cannot be less than 1/);
-  });
-
-  it('throws if counts is not an array', () => {
-    const localState = Object.assign({}, state, { counts: Date.now().toString(16) });
-
-    function test() {
-      return new Algorithm(localState);
-    }
-
-    expect(test).to.throw(TypeError);
-    expect(test).to.throw(/counts must be an array/);
-  });
-
-  it('throws if values is not an array', () => {
-    const localState = Object.assign({}, state, { values: Date.now().toString(16) });
-
-    function test() {
-      return new Algorithm(localState);
-    }
-
-    expect(test).to.throw(TypeError);
-    expect(test).to.throw(/values must be an array/);
-  });
-
-  it('throws if counts.length does not equal arm count', () => {
-    const localState = cloneSimpleObject(state);
-
-    localState.counts.pop();
-
-    function test() {
-      return new Algorithm(localState);
-    }
-
-    expect(test).to.throw(Error);
-    expect(test).to.throw(/arms and counts.length must be identical/);
-  });
-
-  it('throws if values.length does not equal arm count', () => {
-    const localState = cloneSimpleObject(state);
-
-    localState.values.pop();
-
-    function test() {
-      return new Algorithm(localState);
-    }
-
-    expect(test).to.throw(Error);
-    expect(test).to.throw(/arms and values.length must be identical/);
-  });
-});
diff --git a/test/lib/Algorithm/reward.test.js b/test/lib/Algorithm/reward.test.js
deleted file mode 100644
index b4bff79..0000000
--- a/test/lib/Algorithm/reward.test.js
+++ /dev/null
@@ -1,134 +0,0 @@
-/* global describe, it */
-/* eslint-disable global-require, import/no-extraneous-dependencies */
-
-const expect = require('chai').expect;
-
-const randomInteger = require('../../utils/randomInteger');
-
-describe('Algorithm#reward', () => {
-  const Algorithm = require('../../../index');
-
-  const arms = randomInteger(2, 10);
-  const config = {
-    arms
-  };
-
-  it('updates the values and counts accumulators', () => {
-    const alg = new Algorithm(config);
-
-    const arm = randomInteger(0, arms - 1);
-    const val = randomInteger(0, 100) / 100;
-
-    return alg.reward(arm, val).then(() => {
-      expect(alg.counts[arm]).to.equal(1);
-      expect(alg.values[arm]).to.equal(val);
-
-      expect(alg.counts.reduce((accum, x) => accum + x)).to.equal(1);
-      expect(alg.values.reduce((accum, x) => accum + x)).to.equal(val);
-    });
-  });
-
-  it('updates the observation counter', () => {
-    const alg = new Algorithm(config);
-
-    const arm = randomInteger(0, arms - 1);
-    const val = randomInteger(0, 100) / 100;
-
-    const pre = alg.counts.reduce((out, x) => out + x);
-
-    return alg.reward(arm, val).then(() => {
-      const post = alg.counts.reduce((accum, x) => accum + x);
-
-      expect(post).to.equal(pre + 1);
-    });
-  });
-
-  it('resolves to the updated algorithm instance', () => {
-    const alg = new Algorithm(config);
-
-    const arm = randomInteger(0, arms - 1);
-    const val = randomInteger(0, 100) / 100;
-
-    return alg.reward(arm, val).then((out) => {
-      expect(out).to.be.an.instanceof(Algorithm);
-
-      expect(out.select).to.be.a('function');
-      expect(out.reward).to.be.a('function');
-      expect(out.serialize).to.be.a('function');
-    });
-  });
-
-  it('throws if the arm index is null', () => {
-    const alg = new Algorithm(config);
-
-    const val = randomInteger(0, 100) / 100;
-
-    return alg.reward(null, val).catch((err) => {
-      expect(err).to.match(/missing or invalid required parameter: arm/);
-    });
-  });
-
-  it('throws if the arm index is negative', () => {
-    const alg = new Algorithm(config);
-
-    const val = randomInteger(0, 100) / 100;
-
-    return alg.reward(-1, val).catch((err) => {
-      expect(err).to.match(/ arm index out of bounds/);
-    });
-  });
-
-  it('throws if the arm index exceeds total arms', () => {
-    const alg = new Algorithm(config);
-
-    const val = randomInteger(0, 100) / 100;
-
-    return alg.reward(config.arms * 10, val).catch((err) => {
-      expect(err).to.match(/ arm index out of bounds/);
-    });
-  });
-
-  it('throws if the arm index is undefined', () => {
-    const alg = new Algorithm(config);
-
-    const val = randomInteger(0, 100) / 100;
-
-    return alg.reward(undefined, val).catch((err) => {
-      expect(err).to.match(/missing or invalid required parameter: arm/);
-    });
-  });
-
-  it('throws if the arm index is not a number', () => {
-    const alg = new Algorithm(config);
-
-    const val = randomInteger(0, 100) / 100;
-
-    return alg.reward('0', val).catch((err) => {
-      expect(err).to.match(/missing or invalid required parameter: arm/);
-    });
-  });
-
-  it('throws if the reward is null', () => {
-    const alg = new Algorithm(config);
-
-    return alg.reward(0, null).catch((err) => {
-      expect(err).to.match(/missing or invalid required parameter: reward/);
-    });
-  });
-
-  it('throws if the reward is undefined', () => {
-    const alg = new Algorithm(config);
-
-    return alg.reward(0, undefined).catch((err) => {
-      expect(err).to.match(/missing or invalid required parameter: reward/);
-    });
-  });
-
-  it('throws if the reward is not a number', () => {
-    const alg = new Algorithm(config);
-
-    return alg.reward(0, '1').catch((err) => {
-      expect(err).to.match(/missing or invalid required parameter: reward/);
-    });
-  });
-});
diff --git a/test/lib/Algorithm/serialize.test.js b/test/lib/Algorithm/serialize.test.js
deleted file mode 100644
index 750bc4a..0000000
--- a/test/lib/Algorithm/serialize.test.js
+++ /dev/null
@@ -1,27 +0,0 @@
-/* global describe, it */
-/* eslint-disable global-require, import/no-extraneous-dependencies */
-
-const expect = require('chai').expect;
-
-const randomInteger = require('../../utils/randomInteger');
-
-describe('Algorithm#serialize', () => {
-  const Algorithm = require('../../../index');
-
-  const arms = randomInteger(2, 20);
-  const config = {
-    arms
-  };
-
-  const emptyArray = new Array(arms).fill(0);
-
-  it('returns a valid state', () => {
-    const alg = new Algorithm(config);
-
-    return alg.serialize().then((state) => {
-      expect(state.arms).to.equal(arms);
-      expect(state.counts).to.deep.equal(emptyArray);
-      expect(state.values).to.deep.equal(emptyArray);
-    });
-  });
-});
diff --git a/test/lint.test.js b/test/lint.test.js
deleted file mode 100644
index 480d33b..0000000
--- a/test/lint.test.js
+++ /dev/null
@@ -1,18 +0,0 @@
-/* eslint-disable global-require, import/no-extraneous-dependencies, strict */
-
-require('eslint');
-
-const lint = require('mocha-eslint');
-
-const options = {
-  formatter: 'compact',
-  timeout: 5000,
-  slow: 1000
-};
-
-const paths = [
-  'lib',
-  'index.js'
-];
-
-lint(paths, options);
diff --git a/test/ucb.test.ts b/test/ucb.test.ts
new file mode 100644
index 0000000..4da3ce5
--- /dev/null
+++ b/test/ucb.test.ts
@@ -0,0 +1,290 @@
+import { Ucb } from "../src/ucb";
+import { randomInteger } from "./utils/random-integer";
+import { cloneSimpleObject } from "./utils/clone-simple-object";
+
+describe('Ucb', () => {
+  describe('constructor', () => {
+    const arms = randomInteger(2, 10);
+    const state = {
+      arms,
+      counts: new Array(arms).fill(0),
+      values: new Array(arms).fill(0)
+    };
+
+    state.counts = state.counts.map(() => randomInteger(0, 10));
+    state.values = state.values.map(() => randomInteger(0, 100) / 100);
+
+    it('restores instance properties from prior state', () => {
+      const alg = new Ucb(state);
+
+      expect(alg.arms).toEqual(state.arms);
+      expect(alg.counts).toEqual(state.counts);
+      expect(alg.values).toEqual(state.values);
+    });
+
+    it('throws TypeError when passed arms=0', () => {
+      function test() {
+        return new Ucb({ arms: 0 });
+      }
+
+      expect(test).toThrow(TypeError);
+      expect(test).toThrow(/invalid arms: cannot be less than 1/);
+    });
+
+    it('throws TypeError when passed arms<0', () => {
+      function test() {
+        return new Ucb({ arms: -1 });
+      }
+
+      expect(test).toThrow(TypeError);
+      expect(test).toThrow(/invalid arms: cannot be less than 1/);
+    });
+
+    it('throws if counts is not an array', () => {
+      const localState = { ...state, counts: Date.now().toString(16) };
+
+      function test() {
+        return new Ucb(localState);
+      }
+
+      expect(test).toThrow(TypeError);
+      expect(test).toThrow(/counts must be an array/);
+    });
+
+    it('throws if values is not an array', () => {
+      const localState = { ...state, values: Date.now().toString(16) };
+
+      function test() {
+        return new Ucb(localState);
+      }
+
+      expect(test).toThrow(TypeError);
+      expect(test).toThrow(/values must be an array/);
+    });
+
+    it('throws if counts.length does not equal arm count', () => {
+      const localState = cloneSimpleObject(state);
+
+      localState.counts.pop();
+
+      function test() {
+        return new Ucb(localState);
+      }
+
+      expect(test).toThrow(Error);
+      expect(test).toThrow(/arms and counts.length must be identical/);
+    });
+
+    it('throws if values.length does not equal arm count', () => {
+      const localState = cloneSimpleObject(state);
+
+      localState.values.pop();
+
+      function test() {
+        return new Ucb(localState);
+      }
+
+      expect(test).toThrow(Error);
+      expect(test).toThrow(/arms and values.length must be identical/);
+    });
+  });
+
+  describe('reward', () => {
+    const arms = randomInteger(2, 10);
+    const config = {
+      arms
+    };
+
+    it('updates the values and counts accumulators', async() => {
+      const ucb = new Ucb(config);
+
+      const arm = randomInteger(0, arms - 1);
+      const val = randomInteger(0, 100) / 100;
+
+      await ucb.reward(arm, val);
+      expect(ucb.counts[arm]).toEqual(1);
+      expect(ucb.values[arm]).toEqual(val);
+
+      expect(ucb.counts.reduce((accum, x) => accum + x)).toEqual(1);
+      expect(ucb.values.reduce((accum, x) => accum + x)).toEqual(val);
+    });
+
+    it('updates the observation counter', async () => {
+      const ucb = new Ucb(config);
+
+      const arm = randomInteger(0, arms - 1);
+      const val = randomInteger(0, 100) / 100;
+
+      const pre = ucb.counts.reduce((out, x) => out + x);
+
+      await ucb.reward(arm, val);
+      const post = ucb.counts.reduce((accum, x) => accum + x);
+
+      expect(post).toEqual(pre + 1);
+    });
+
+    it('resolves to the updated algorithm instance', async () => {
+      const ucb = new Ucb(config);
+
+      const arm = randomInteger(0, arms - 1);
+      const val = randomInteger(0, 100) / 100;
+
+      const out = await ucb.reward(arm, val);
+      expect(out).toBeInstanceOf(Ucb);
+      expect(typeof out.select).toBe('function');
+      expect(typeof out.reward).toBe('function');
+      expect(typeof out.serialize).toBe('function');
+    });
+
+    it('throws if the arm index is null', async () => {
+      const ucb = new Ucb(config);
+
+      const val = randomInteger(0, 100) / 100;
+
+      await expect(async () => ucb.reward(null, val))
+        .rejects.toThrow(/missing or invalid required parameter: arm/);
+    });
+
+    it('throws if the arm index is negative', async () => {
+      const ucb = new Ucb(config);
+
+      const val = randomInteger(0, 100) / 100;
+
+      await expect(async () => ucb.reward(-1, val)).rejects.toThrow(/arm index out of bounds/);
+    });
+
+    it('throws if the arm index exceeds total arms', async () => {
+      const ucb = new Ucb(config);
+
+      const val = randomInteger(0, 100) / 100;
+
+      await expect(async () => ucb.reward(config.arms * 10, val))
+        .rejects.toThrow(/arm index out of bounds/);
+    });
+
+    it('throws if the arm index is undefined', async () => {
+      const ucb = new Ucb(config);
+
+      const val = randomInteger(0, 100) / 100;
+
+      await expect(async () => ucb.reward(undefined, val))
+        .rejects.toThrow(/missing or invalid required parameter: arm/);
+    });
+
+    it('throws if the arm index is not a number', async () => {
+      const ucb = new Ucb(config);
+
+      const val = randomInteger(0, 100) / 100;
+
+      await expect(async () => ucb.reward('0' as unknown as number, val))
+        .rejects.toThrow(/missing or invalid required parameter: arm/);
+    });
+
+    it('throws if the reward is null', async () => {
+      const ucb = new Ucb(config);
+
+      await expect(async () => ucb.reward(0, null))
+        .rejects.toThrow(/missing or invalid required parameter: reward/);
+    });
+
+    it('throws if the reward is undefined', async () => {
+      const alg = new Ucb(config);
+
+      await expect(async () => alg.reward(0, undefined))
+        .rejects.toThrow(/missing or invalid required parameter: reward/);
+    });
+
+    it('throws if the reward is not a number', async () => {
+      const ucb = new Ucb(config);
+
+      await expect(async () => ucb.reward(0, '1' as unknown as number))
+        .rejects.toThrow(/missing or invalid required parameter: reward/);
+    });
+  });
+
+  describe('select', () => {
+    const arms = randomInteger(2, 10);
+    const config = {
+      arms
+    };
+
+    it('returns a number', async () => {
+      const alg = new Ucb(config);
+
+      const arm = await alg.select();
+      expect(typeof arm).toBe('number');
+    });
+
+    it('returns a valid arm', async () => {
+      const alg = new Ucb(config);
+
+      const trials = new Array(randomInteger(10, 20)).fill(-1);
+
+      const selections = await Promise.all(trials.map(() => alg.select()));
+      expect(selections.length).toEqual(trials.length);
+
+      selections.forEach((choice) => {
+        expect(typeof choice).toBe('number');
+        expect(choice).toBeLessThan(arms);
+      });
+    });
+
+    it('initially explores all available arms', async () => {
+      const alg = new Ucb(config);
+      for (let arm = 0; arm < arms; arm++) {
+        const arm = await alg.select();
+        await alg.reward(arm, randomInteger(0, 100) / 100);
+      }
+      alg.counts.forEach((ct) => {
+        expect(ct).toEqual(1);
+      });
+    });
+
+    it('begins to exploit best arm (first)', async () => {
+      const alg = new Ucb(config);
+
+      for (let i = 0; i < arms * 10; i++) {
+        const arm = await alg.select();
+        await alg.reward(arm, arm === 0 ? 1 : 0);
+      }
+
+      const bestCt = alg.counts[0];
+      alg.counts.slice(1).forEach((ct) => {
+        expect(ct).toBeLessThan(bestCt);
+      });
+    });
+
+    it('begins to exploit best arm (last)', async () => {
+      const alg = new Ucb(config);
+
+      for (let i = 0; i < arms * 10; i++) {
+        const arm = await alg.select();
+        await alg.reward(arm, arm === arms - 1 ? 1 : 0);
+      }
+
+      const bestCt = alg.counts[arms - 1];
+
+      alg.counts.slice(0, -1).forEach((ct) => {
+        expect(ct).toBeLessThan(bestCt);
+      });
+    });
+  });
+
+  describe('serialize', () => {
+    const arms = randomInteger(2, 20);
+    const config = {
+      arms
+    };
+
+    const emptyArray = new Array(arms).fill(0);
+
+    it('returns a valid state', async () => {
+      const alg = new Ucb(config);
+
+      const state = await alg.serialize();
+      expect(state.arms).toEqual(arms);
+      expect(state.counts).toEqual(emptyArray);
+      expect(state.values).toEqual(emptyArray);
+    });
+  });
+});
diff --git a/test/utils/clone-simple-object.ts b/test/utils/clone-simple-object.ts
new file mode 100644
index 0000000..c2bcae4
--- /dev/null
+++ b/test/utils/clone-simple-object.ts
@@ -0,0 +1,3 @@
+export const cloneSimpleObject = <T>(obj: T): T => {
+  return JSON.parse(JSON.stringify(obj));
+};
diff --git a/test/utils/cloneSimpleObject.js b/test/utils/cloneSimpleObject.js
deleted file mode 100644
index b26dd8b..0000000
--- a/test/utils/cloneSimpleObject.js
+++ /dev/null
@@ -1,5 +0,0 @@
-function cloneSimpleObject(obj) {
-  return JSON.parse(JSON.stringify(obj));
-}
-
-module.exports = cloneSimpleObject;
diff --git a/test/utils/random-integer.ts b/test/utils/random-integer.ts
new file mode 100644
index 0000000..d62117a
--- /dev/null
+++ b/test/utils/random-integer.ts
@@ -0,0 +1,7 @@
+import { Random, MersenneTwister19937 } from "random-js";
+
+const random = new Random(MersenneTwister19937.autoSeed());
+
+export const randomInteger = (min: number, max: number): number => {
+  return random.integer(min, max);
+}
diff --git a/test/utils/randomInteger.js b/test/utils/randomInteger.js
deleted file mode 100644
index 669f15a..0000000
--- a/test/utils/randomInteger.js
+++ /dev/null
@@ -1,10 +0,0 @@
-/* eslint-disable import/no-extraneous-dependencies */
-const Random = require('random-js');
-
-const random = new Random(Random.engines.mt19937().autoSeed());
-
-function randomInteger(min, max) {
-  return random.integer(min, max);
-}
-
-module.exports = randomInteger;
diff --git a/test/utils/repeat-function.ts b/test/utils/repeat-function.ts
new file mode 100644
index 0000000..3a13d19
--- /dev/null
+++ b/test/utils/repeat-function.ts
@@ -0,0 +1,8 @@
+export const repeatFunction = (x: number) => {
+  return (f: () => void) => {
+    if (x > 0) {
+      f();
+      repeatFunction(x - 1)(f);
+    }
+  };
+};
diff --git a/test/utils/repeatFunction.js b/test/utils/repeatFunction.js
deleted file mode 100644
index 540c731..0000000
--- a/test/utils/repeatFunction.js
+++ /dev/null
@@ -1,10 +0,0 @@
-function repeatFunction(x) {
-  return (f) => {
-    if (x > 0) {
-      f();
-      repeatFunction(x - 1)(f);
-    }
-  };
-}
-
-module.exports = repeatFunction;
diff --git a/tsconfig.json b/tsconfig.json
new file mode 100644
index 0000000..7cca0fc
--- /dev/null
+++ b/tsconfig.json
@@ -0,0 +1,42 @@
+{
+  "types": ["jest"],
+  "compilerOptions":{
+    "target":"es6",
+    "moduleResolution":"node",
+    "module":"commonjs",
+    "declaration":false,
+    "noLib":false,
+    "emitDecoratorMetadata":true,
+    "experimentalDecorators":true,
+    "sourceMap":true,
+    "pretty":true,
+    "allowUnreachableCode":true,
+    "allowUnusedLabels":true,
+    "noImplicitAny":true,
+    "noImplicitReturns":false,
+    "noImplicitUseStrict":false,
+    "outDir":"out/",
+    "baseUrl":"src/",
+    "listFiles":false,
+    "noEmitHelpers":false,
+    "plugins": [
+      {
+        "transform": "ts-auto-mock/transformer",
+        "cacheBetweenTests": false
+      }
+    ],
+    "lib": [
+      "ES2020"
+    ]
+  },
+  "include": [
+    "src/**/*"
+  ],
+  "exclude": [
+    "src/**/*.test.ts",
+    "node_modules",
+    "test",
+    "out"
+  ],
+  "compileOnSave": false
+}

From 7dbd78a2cda99f99e5dd9cc8e13db16392187637 Mon Sep 17 00:00:00 2001
From: Robert Plummer <robertleeplummerjr@gmail.com>
Date: Thu, 8 Dec 2022 15:21:55 -0500
Subject: [PATCH 2/4] fix: Rebase

---
 package.json                  |  6 +++---
 src/ucb.ts                    | 22 +++++++++++++++++++++-
 test/utils/random-integer.ts  |  7 -------
 test/utils/repeat-function.ts |  8 --------
 4 files changed, 24 insertions(+), 19 deletions(-)
 delete mode 100644 test/utils/random-integer.ts
 delete mode 100644 test/utils/repeat-function.ts

diff --git a/package.json b/package.json
index 0e9e6a9..c5e08d7 100644
--- a/package.json
+++ b/package.json
@@ -36,12 +36,11 @@
   },
   "homepage": "https://github.com/kurttheviking/ucb-js#readme",
   "dependencies": {
-    "random-js": "1.0.8"
+    "@types/random-js": "^2.0.0"
   },
   "devDependencies": {
-    "@types/node": "^18.11.11",
-    "rimraf": "^3.0.2",
     "@types/jest": "^29.2.4",
+    "@types/node": "^18.11.11",
     "@typescript-eslint/eslint-plugin": "^5.45.1",
     "@typescript-eslint/parser": "^5.45.1",
     "chai": "4.2.0",
@@ -56,6 +55,7 @@
     "sinon": "7.2.2"
     "random-js": "^2.1.0",
     "reflect-metadata": "^0.1.13",
+    "rimraf": "^3.0.2",
     "ts-auto-mock": "^3.6.2",
     "ts-jest": "^29.0.3",
     "ts-node": "^8.10.2",
diff --git a/src/ucb.ts b/src/ucb.ts
index 27671b5..056d4e8 100644
--- a/src/ucb.ts
+++ b/src/ucb.ts
@@ -1,3 +1,5 @@
+import { Random, MersenneTwister19937 } from 'random-js';
+
 export interface IOptions {
   arms: number;
 }
@@ -67,9 +69,21 @@ export class Ucb implements ISerialized {
   }
 
   selectSync(): number {
-    const emptyArm = this.counts.indexOf(0);
+    let emptyArm = this.counts.indexOf(0);
 
     if (emptyArm !== -1) {
+      const emptyArms = this.counts.reduce((arms, count, index) => {
+        if (count === 0) {
+          arms.push(index);
+        }
+        return arms;
+      }, []);
+
+      if (emptyArms.length > 1) {
+        const randomIndex = randomInteger(0, emptyArms.length - 1);
+        emptyArm = emptyArms[randomIndex];
+      }
+
       return emptyArm;
     }
 
@@ -78,6 +92,7 @@ export class Ucb implements ISerialized {
     const values = this.counts.map((ct, i) => this.values[i] + Math.sqrt(bonus / ct));
 
     const max = Math.max.apply(null, values);
+
     return values.indexOf(max);
   }
 
@@ -101,3 +116,8 @@ function sum(arr: number[]): number {
 function reducer(out: number, value: number): number {
   return out + value;
 }
+
+const random = new Random(MersenneTwister19937.autoSeed());
+function randomInteger(min: number, max: number): number {
+  return random.integer(min, max);
+}
diff --git a/test/utils/random-integer.ts b/test/utils/random-integer.ts
deleted file mode 100644
index d62117a..0000000
--- a/test/utils/random-integer.ts
+++ /dev/null
@@ -1,7 +0,0 @@
-import { Random, MersenneTwister19937 } from "random-js";
-
-const random = new Random(MersenneTwister19937.autoSeed());
-
-export const randomInteger = (min: number, max: number): number => {
-  return random.integer(min, max);
-}
diff --git a/test/utils/repeat-function.ts b/test/utils/repeat-function.ts
deleted file mode 100644
index 3a13d19..0000000
--- a/test/utils/repeat-function.ts
+++ /dev/null
@@ -1,8 +0,0 @@
-export const repeatFunction = (x: number) => {
-  return (f: () => void) => {
-    if (x > 0) {
-      f();
-      repeatFunction(x - 1)(f);
-    }
-  };
-};

From 3800e5b17e777e7576d938b0724c2a4da86a3438 Mon Sep 17 00:00:00 2001
From: Robert Plummer <robertleeplummerjr@gmail.com>
Date: Thu, 8 Dec 2022 15:28:47 -0500
Subject: [PATCH 3/4] fix: Move random integer to appropriate area

---
 src/ucb.ts                  | 7 +------
 src/utils/random-integer.ts | 6 ++++++
 test/ucb.test.ts            | 2 +-
 3 files changed, 8 insertions(+), 7 deletions(-)
 create mode 100644 src/utils/random-integer.ts

diff --git a/src/ucb.ts b/src/ucb.ts
index 056d4e8..caa3c83 100644
--- a/src/ucb.ts
+++ b/src/ucb.ts
@@ -1,4 +1,4 @@
-import { Random, MersenneTwister19937 } from 'random-js';
+import { randomInteger } from './utils/random-integer';
 
 export interface IOptions {
   arms: number;
@@ -116,8 +116,3 @@ function sum(arr: number[]): number {
 function reducer(out: number, value: number): number {
   return out + value;
 }
-
-const random = new Random(MersenneTwister19937.autoSeed());
-function randomInteger(min: number, max: number): number {
-  return random.integer(min, max);
-}
diff --git a/src/utils/random-integer.ts b/src/utils/random-integer.ts
new file mode 100644
index 0000000..de3fb09
--- /dev/null
+++ b/src/utils/random-integer.ts
@@ -0,0 +1,6 @@
+import { Random, MersenneTwister19937 } from 'random-js';
+
+const random = new Random(MersenneTwister19937.autoSeed());
+export function randomInteger(min: number, max: number): number {
+  return random.integer(min, max);
+}
diff --git a/test/ucb.test.ts b/test/ucb.test.ts
index 4da3ce5..a71e1f6 100644
--- a/test/ucb.test.ts
+++ b/test/ucb.test.ts
@@ -1,5 +1,5 @@
 import { Ucb } from "../src/ucb";
-import { randomInteger } from "./utils/random-integer";
+import { randomInteger } from "../src/utils/random-integer";
 import { cloneSimpleObject } from "./utils/clone-simple-object";
 
 describe('Ucb', () => {

From 7dc3567e1fc1fd2cffe19afa176ee43227db2fb4 Mon Sep 17 00:00:00 2001
From: Robert Plummer <robertleeplummerjr@gmail.com>
Date: Wed, 10 May 2023 17:17:53 -0400
Subject: [PATCH 4/4] fix: Cleanup from rebase

---
 package-lock.json | 14641 ++++++++++++++++++++++++++++++--------------
 package.json      |    30 +-
 2 files changed, 10207 insertions(+), 4464 deletions(-)

diff --git a/package-lock.json b/package-lock.json
index ae1c8b2..0f4919f 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,1923 +1,1832 @@
 {
   "name": "ucb",
-  "version": "3.2.0",
+  "version": "4.0.0",
   "lockfileVersion": 2,
   "requires": true,
   "packages": {
     "": {
       "name": "ucb",
-      "version": "3.2.0",
+      "version": "4.0.0",
       "license": "ISC",
       "dependencies": {
-        "debug": "4.1.1",
-        "has": "1.0.3",
-        "random-js": "1.0.8"
+        "random-js": "^2.1.0"
       },
       "devDependencies": {
-        "chai": "4.2.0",
-        "eslint": "5.11.1",
-        "eslint-config-airbnb": "17.1.0",
-        "eslint-plugin-import": "2.14.0",
-        "istanbul": "0.4.5",
-        "mocha": "10.2.0",
-        "mocha-eslint": "5.0.0",
-        "mockery": "2.1.0",
-        "sinon": "7.2.2"
-      }
-    },
-    "node_modules/@babel/code-frame": {
-      "version": "7.0.0",
-      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.0.0.tgz",
-      "integrity": "sha512-OfC2uemaknXr87bdLUkWog7nYuliM9Ij5HUcajsVcMCpQrcLmtxRbVFTIqmcSkSeYRBFBRxs2FiUqFJDLdiebA==",
-      "dev": true,
-      "dependencies": {
-        "@babel/highlight": "^7.0.0"
+        "@types/jest": "^29.5.1",
+        "@types/node": "^20.1.2",
+        "@types/random-js": "^2.0.0",
+        "@typescript-eslint/eslint-plugin": "^5.59.5",
+        "@typescript-eslint/parser": "^5.59.5",
+        "eslint": "^8.40.0",
+        "eslint-config-airbnb": "^19.0.4",
+        "eslint-plugin-import": "^2.27.5",
+        "jest": "^29.5.0",
+        "jest-ts-auto-mock": "^2.1.0",
+        "reflect-metadata": "^0.1.13",
+        "ts-jest": "^29.1.0",
+        "ttypescript": "^1.5.15",
+        "typescript": "^4.9.3"
       }
     },
-    "node_modules/@babel/highlight": {
-      "version": "7.0.0",
-      "resolved": "https://registry.npmjs.org/@babel/highlight/-/highlight-7.0.0.tgz",
-      "integrity": "sha512-UFMC4ZeFC48Tpvj7C8UgLvtkaUuovQX+5xNWrsIoMG8o2z+XFKjKaN9iVmS84dPwVN00W4wPmqvYoZF3EGAsfw==",
+    "node_modules/@ampproject/remapping": {
+      "version": "2.2.1",
+      "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.2.1.tgz",
+      "integrity": "sha512-lFMjJTrFL3j7L9yBxwYfCq2k6qqwHyzuUl/XBnif78PWTJYyL/dfowQHWE3sp6U6ZzqWiiIZnpTMO96zhkjwtg==",
       "dev": true,
       "dependencies": {
-        "chalk": "^2.0.0",
-        "esutils": "^2.0.2",
-        "js-tokens": "^4.0.0"
+        "@jridgewell/gen-mapping": "^0.3.0",
+        "@jridgewell/trace-mapping": "^0.3.9"
+      },
+      "engines": {
+        "node": ">=6.0.0"
       }
     },
-    "node_modules/@sinonjs/commons": {
-      "version": "1.3.0",
-      "resolved": "https://registry.npmjs.org/@sinonjs/commons/-/commons-1.3.0.tgz",
-      "integrity": "sha512-j4ZwhaHmwsCb4DlDOIWnI5YyKDNMoNThsmwEpfHx6a1EpsGZ9qYLxP++LMlmBRjtGptGHFsGItJ768snllFWpA==",
+    "node_modules/@babel/code-frame": {
+      "version": "7.21.4",
+      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.21.4.tgz",
+      "integrity": "sha512-LYvhNKfwWSPpocw8GI7gpK2nq3HSDuEPC/uSYaALSJu9xjsalaaYFOq0Pwt5KmVqwEbZlDu81aLXwBOmD/Fv9g==",
       "dev": true,
       "dependencies": {
-        "type-detect": "4.0.8"
+        "@babel/highlight": "^7.18.6"
+      },
+      "engines": {
+        "node": ">=6.9.0"
       }
     },
-    "node_modules/@sinonjs/formatio": {
-      "version": "3.1.0",
-      "resolved": "https://registry.npmjs.org/@sinonjs/formatio/-/formatio-3.1.0.tgz",
-      "integrity": "sha512-ZAR2bPHOl4Xg6eklUGpsdiIJ4+J1SNag1DHHrG/73Uz/nVwXqjgUtRPLoS+aVyieN9cSbc0E4LsU984tWcDyNg==",
+    "node_modules/@babel/compat-data": {
+      "version": "7.21.7",
+      "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.21.7.tgz",
+      "integrity": "sha512-KYMqFYTaenzMK4yUtf4EW9wc4N9ef80FsbMtkwool5zpwl4YrT1SdWYSTRcT94KO4hannogdS+LxY7L+arP3gA==",
       "dev": true,
-      "dependencies": {
-        "@sinonjs/samsam": "^2 || ^3"
+      "engines": {
+        "node": ">=6.9.0"
       }
     },
-    "node_modules/@sinonjs/samsam": {
-      "version": "3.0.2",
-      "resolved": "https://registry.npmjs.org/@sinonjs/samsam/-/samsam-3.0.2.tgz",
-      "integrity": "sha512-m08g4CS3J6lwRQk1pj1EO+KEVWbrbXsmi9Pw0ySmrIbcVxVaedoFgLvFsV8wHLwh01EpROVz3KvVcD1Jmks9FQ==",
+    "node_modules/@babel/core": {
+      "version": "7.21.8",
+      "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.21.8.tgz",
+      "integrity": "sha512-YeM22Sondbo523Sz0+CirSPnbj9bG3P0CdHcBZdqUuaeOaYEFbOLoGU7lebvGP6P5J/WE9wOn7u7C4J9HvS1xQ==",
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       "dependencies": {
-        "@sinonjs/commons": "^1.0.2",
-        "array-from": "^2.1.1",
-        "lodash.get": "^4.4.2"
+        "@ampproject/remapping": "^2.2.0",
+        "@babel/code-frame": "^7.21.4",
+        "@babel/generator": "^7.21.5",
+        "@babel/helper-compilation-targets": "^7.21.5",
+        "@babel/helper-module-transforms": "^7.21.5",
+        "@babel/helpers": "^7.21.5",
+        "@babel/parser": "^7.21.8",
+        "@babel/template": "^7.20.7",
+        "@babel/traverse": "^7.21.5",
+        "@babel/types": "^7.21.5",
+        "convert-source-map": "^1.7.0",
+        "debug": "^4.1.0",
+        "gensync": "^1.0.0-beta.2",
+        "json5": "^2.2.2",
+        "semver": "^6.3.0"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/babel"
       }
     },
-    "node_modules/abbrev": {
-      "version": "1.0.9",
-      "resolved": "https://registry.npmjs.org/abbrev/-/abbrev-1.0.9.tgz",
-      "integrity": "sha1-kbR5JYinc4wl813W9jdSovh3YTU=",
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+      "version": "1.9.0",
+      "resolved": "https://registry.npmjs.org/convert-source-map/-/convert-source-map-1.9.0.tgz",
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-      "integrity": "sha512-XtGIhXwF8YM8bJhGxG5kXgjkEuNGLTkoYqVE+KMR+aspr4KGYmKYg7yUe3KghyQ9yheNwLnjmzh/7+gfDBmHCQ==",
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+      "resolved": "https://registry.npmjs.org/json5/-/json5-2.2.3.tgz",
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       "dev": true,
       "bin": {
-        "acorn": "bin/acorn"
+        "json5": "lib/cli.js"
       },
       "engines": {
-        "node": ">=0.4.0"
+        "node": ">=6"
       }
     },
-    "node_modules/acorn-jsx": {
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-        "fast-json-stable-stringify": "^2.0.0",
-        "json-schema-traverse": "^0.4.1",
-        "uri-js": "^4.2.2"
+        "@babel/types": "^7.21.5",
+        "@jridgewell/gen-mapping": "^0.3.2",
+        "@jridgewell/trace-mapping": "^0.3.17",
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-      "dev": true,
       "engines": {
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+        "node": ">=6.9.0"
       }
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-    "node_modules/ansi-escapes": {
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       "dev": true,
       "dependencies": {
-        "color-convert": "^1.9.0"
+        "@babel/compat-data": "^7.21.5",
+        "@babel/helper-validator-option": "^7.21.0",
+        "browserslist": "^4.21.3",
+        "lru-cache": "^5.1.1",
+        "semver": "^6.3.0"
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       "engines": {
-        "node": ">=4"
+        "node": ">=6.9.0"
+      },
+      "peerDependencies": {
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       "dev": true,
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-        "picomatch": "^2.0.4"
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-      "engines": {
-        "node": ">= 8"
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-        "sprintf-js": "~1.0.2"
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diff --git a/package.json b/package.json
index c5e08d7..7deb84d 100644
--- a/package.json
+++ b/package.json
@@ -36,30 +36,22 @@
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