From bef668126414c19199f996fbae99d71532773ca0 Mon Sep 17 00:00:00 2001
From: whbrown <william@whbrown.org(anism)>
Date: Sat, 7 May 2022 20:04:46 -0400
Subject: [PATCH 01/11] Update dependencies

---
 package-lock.json | 16231 +++++++++++++++++++++++++++++++-------------
 package.json      |    18 +-
 2 files changed, 11628 insertions(+), 4621 deletions(-)

diff --git a/package-lock.json b/package-lock.json
index ef682c9..209db64 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,3782 +1,11987 @@
 {
   "name": "algorithms-and-datastructures",
   "version": "1.0.0",
-  "lockfileVersion": 1,
+  "lockfileVersion": 2,
   "requires": true,
-  "dependencies": {
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-      "requires": {
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+  "packages": {
+    "": {
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+      "version": "1.0.0",
+      "license": "ISC",
+      "dependencies": {
+        "eslint": "^8.15.0"
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+      "devDependencies": {
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+        "@babel/preset-env": "^7.17.10",
+        "@babel/preset-typescript": "^7.16.7",
+        "@types/jest": "^27.5.0",
+        "@types/node": "^17.0.31",
+        "babel-jest": "^28.1.0",
+        "jest": "^28.1.0",
+        "ts-jest": "^28.0.1"
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+      "dev": true,
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 }
diff --git a/package.json b/package.json
index 1b9581b..161ec89 100644
--- a/package.json
+++ b/package.json
@@ -19,16 +19,16 @@
   },
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-    "jest": "^25.1.0",
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+    "@babel/core": "^7.17.10",
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   },
   "dependencies": {
-    "eslint": "^6.8.0"
+    "eslint": "^8.15.0"
   }
 }

From 4dcf0bdda09b7c101705ace47693b851a87da00a Mon Sep 17 00:00:00 2001
From: whbrown <william@whbrown.org(anism)>
Date: Sun, 8 May 2022 17:30:53 -0400
Subject: [PATCH 02/11] =?UTF-8?q?Create=20laboc=C3=A9dai;=20Move=20TS=20in?=
 =?UTF-8?q?to=20typescriptions?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .gitignore                                    | 21 +++++++++++++++++--
 "laboc\303\251dai/Cargo.toml"                 |  9 ++++++++
 "laboc\303\251dai/src/lib.rs"                 | 12 +++++++++++
 "laboc\303\251dai/src/sum_up_to.rs"           |  3 +++
 .../babel.config.js                           |  0
 .../dist}/datastructures/BinaryHeap.js        |  0
 .../dist}/datastructures/BinaryHeap.test.js   |  0
 .../dist}/datastructures/BinarySearchTree.js  |  0
 .../datastructures/BinarySearchTree.test.js   |  0
 .../dist}/datastructures/DoublyLinkedList.js  |  0
 .../datastructures/DoublyLinkedList.test.js   |  0
 .../dist}/datastructures/Graph.js             |  0
 .../dist}/datastructures/Graph.test.js        |  0
 .../dist}/datastructures/HashTable.js         |  0
 .../dist}/datastructures/HashTable.test.js    |  0
 .../dist}/datastructures/Node.js              |  0
 .../dist}/datastructures/PriorityQueue.js     |  0
 .../dist}/datastructures/Queue.js             |  0
 .../dist}/datastructures/Queue.test.js        |  0
 .../dist}/datastructures/SinglyLinkedList.js  |  0
 .../datastructures/SinglyLinkedList.test.js   |  0
 .../dist}/datastructures/Stack.js             |  0
 .../dist}/datastructures/Stack.test.js        |  0
 .../dist}/datastructures/index.js             |  0
 {dist => typescriptions/dist}/index.js        |  0
 .../dist}/recursion/capitalizeFirst.js        |  0
 .../dist}/recursion/capitalizeWords.js        |  0
 .../dist}/recursion/collectStrings.js         |  0
 .../dist}/recursion/factorial.js              |  0
 .../dist}/recursion/fibonacci.js              |  0
 .../dist}/recursion/flatten.js                |  0
 .../dist}/recursion/index.js                  |  0
 .../dist}/recursion/isPalindrome.js           |  0
 .../dist}/recursion/nestedEvenSum.js          |  0
 .../dist}/recursion/power.js                  |  0
 .../dist}/recursion/productOfArray.js         |  0
 .../dist}/recursion/recursiveRange.js         |  0
 .../dist}/recursion/reverse.js                |  0
 .../dist}/recursion/someRecursive.js          |  0
 .../dist}/recursion/stringifyNumbers.js       |  0
 .../dist}/search/binarySearch.js              |  0
 .../dist}/search/dijkstras.js                 |  0
 {dist => typescriptions/dist}/search/index.js |  0
 .../dist}/search/linearSearch.js              |  0
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 .../dist}/sorting/bubbleSort.js               |  0
 .../dist}/sorting/index.js                    |  0
 .../dist}/sorting/insertionSort.js            |  0
 .../dist}/sorting/merge.js                    |  0
 .../dist}/sorting/mergeSort.js                |  0
 .../dist}/sorting/quickSort.js                |  0
 .../dist}/sorting/quickSort.test.js           |  0
 .../dist}/sorting/radixSort.js                |  0
 .../dist}/sorting/radixSort.test.js           |  0
 .../dist}/sorting/selectionSort.js            |  0
 {dist => typescriptions/dist}/sorting/swap.js |  0
 .../starterChallenges/countUniqueValues.js    |  0
 .../dist}/starterChallenges/isAnagram.js      |  0
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 .../starterChallenges/squareFrequencies.js    |  0
 .../dist}/utils/IndexError.js                 |  0
 .../dist}/utils/randomRange.js                |  0
 .../jest.config.js                            |  0
 .../package-lock.json                         |  0
 package.json => typescriptions/package.json   |  0
 .../src}/datastructures/BinaryHeap.test.ts    |  0
 .../src}/datastructures/BinaryHeap.ts         |  0
 .../datastructures/BinarySearchTree.test.ts   |  0
 .../src}/datastructures/BinarySearchTree.ts   |  0
 .../datastructures/DoublyLinkedList.test.ts   |  0
 .../src}/datastructures/DoublyLinkedList.ts   |  0
 .../src}/datastructures/Graph.test.ts         |  0
 .../src}/datastructures/Graph.ts              |  0
 .../src}/datastructures/HashTable.test.ts     |  0
 .../src}/datastructures/HashTable.ts          |  0
 .../src}/datastructures/Node.ts               |  0
 .../src}/datastructures/PriorityQueue.ts      |  0
 .../src}/datastructures/Queue.test.ts         |  0
 .../src}/datastructures/Queue.ts              |  0
 .../datastructures/SinglyLinkedList.test.ts   |  0
 .../src}/datastructures/SinglyLinkedList.ts   |  0
 .../src}/datastructures/Stack.test.ts         |  0
 .../src}/datastructures/Stack.ts              |  0
 .../src}/datastructures/index.ts              |  0
 {src => typescriptions/src}/index.ts          |  0
 .../src}/recursion/capitalizeFirst.ts         |  0
 .../src}/recursion/capitalizeWords.ts         |  0
 .../src}/recursion/collectStrings.ts          |  0
 .../src}/recursion/factorial.ts               |  0
 .../src}/recursion/fibonacci.ts               |  0
 .../src}/recursion/flatten.ts                 |  0
 .../src}/recursion/index.ts                   |  0
 .../src}/recursion/isPalindrome.ts            |  0
 .../src}/recursion/nestedEvenSum.ts           |  0
 .../src}/recursion/power.ts                   |  0
 .../src}/recursion/productOfArray.ts          |  0
 .../src}/recursion/recursiveRange.ts          |  0
 .../src}/recursion/reverse.ts                 |  0
 .../src}/recursion/someRecursive.ts           |  0
 .../src}/recursion/stringifyNumbers.ts        |  0
 .../src}/search/binarySearch.ts               |  0
 .../src}/search/dijkstras.ts                  |  0
 {src => typescriptions/src}/search/index.ts   |  0
 .../src}/search/linearSearch.ts               |  0
 .../src}/search/naiveStringSearch.ts          |  0
 .../src}/sorting/SortOptions.ts               |  0
 .../src}/sorting/bubbleSort.ts                |  0
 {src => typescriptions/src}/sorting/index.ts  |  0
 .../src}/sorting/insertionSort.ts             |  0
 {src => typescriptions/src}/sorting/merge.ts  |  0
 .../src}/sorting/mergeSort.ts                 |  0
 .../src}/sorting/quickSort.test.ts            |  0
 .../src}/sorting/quickSort.ts                 |  0
 .../src}/sorting/radixSort.test.ts            |  0
 .../src}/sorting/radixSort.ts                 |  0
 .../src}/sorting/selectionSort.ts             |  0
 {src => typescriptions/src}/sorting/swap.ts   |  0
 .../starterChallenges/countUniqueValues.ts    |  0
 .../src}/starterChallenges/isAnagram.ts       |  0
 .../src}/starterChallenges/maxSubArraySum.ts  |  0
 .../starterChallenges/squareFrequencies.ts    |  0
 .../src}/utils/IndexError.ts                  |  0
 .../src}/utils/randomRange.ts                 |  0
 tsconfig.json => typescriptions/tsconfig.json |  0
 125 files changed, 43 insertions(+), 2 deletions(-)
 create mode 100644 "laboc\303\251dai/Cargo.toml"
 create mode 100644 "laboc\303\251dai/src/lib.rs"
 create mode 100644 "laboc\303\251dai/src/sum_up_to.rs"
 rename babel.config.js => typescriptions/babel.config.js (100%)
 rename {dist => typescriptions/dist}/datastructures/BinaryHeap.js (100%)
 rename {dist => typescriptions/dist}/datastructures/BinaryHeap.test.js (100%)
 rename {dist => typescriptions/dist}/datastructures/BinarySearchTree.js (100%)
 rename {dist => typescriptions/dist}/datastructures/BinarySearchTree.test.js (100%)
 rename {dist => typescriptions/dist}/datastructures/DoublyLinkedList.js (100%)
 rename {dist => typescriptions/dist}/datastructures/DoublyLinkedList.test.js (100%)
 rename {dist => typescriptions/dist}/datastructures/Graph.js (100%)
 rename {dist => typescriptions/dist}/datastructures/Graph.test.js (100%)
 rename {dist => typescriptions/dist}/datastructures/HashTable.js (100%)
 rename {dist => typescriptions/dist}/datastructures/HashTable.test.js (100%)
 rename {dist => typescriptions/dist}/datastructures/Node.js (100%)
 rename {dist => typescriptions/dist}/datastructures/PriorityQueue.js (100%)
 rename {dist => typescriptions/dist}/datastructures/Queue.js (100%)
 rename {dist => typescriptions/dist}/datastructures/Queue.test.js (100%)
 rename {dist => typescriptions/dist}/datastructures/SinglyLinkedList.js (100%)
 rename {dist => typescriptions/dist}/datastructures/SinglyLinkedList.test.js (100%)
 rename {dist => typescriptions/dist}/datastructures/Stack.js (100%)
 rename {dist => typescriptions/dist}/datastructures/Stack.test.js (100%)
 rename {dist => typescriptions/dist}/datastructures/index.js (100%)
 rename {dist => typescriptions/dist}/index.js (100%)
 rename {dist => typescriptions/dist}/recursion/capitalizeFirst.js (100%)
 rename {dist => typescriptions/dist}/recursion/capitalizeWords.js (100%)
 rename {dist => typescriptions/dist}/recursion/collectStrings.js (100%)
 rename {dist => typescriptions/dist}/recursion/factorial.js (100%)
 rename {dist => typescriptions/dist}/recursion/fibonacci.js (100%)
 rename {dist => typescriptions/dist}/recursion/flatten.js (100%)
 rename {dist => typescriptions/dist}/recursion/index.js (100%)
 rename {dist => typescriptions/dist}/recursion/isPalindrome.js (100%)
 rename {dist => typescriptions/dist}/recursion/nestedEvenSum.js (100%)
 rename {dist => typescriptions/dist}/recursion/power.js (100%)
 rename {dist => typescriptions/dist}/recursion/productOfArray.js (100%)
 rename {dist => typescriptions/dist}/recursion/recursiveRange.js (100%)
 rename {dist => typescriptions/dist}/recursion/reverse.js (100%)
 rename {dist => typescriptions/dist}/recursion/someRecursive.js (100%)
 rename {dist => typescriptions/dist}/recursion/stringifyNumbers.js (100%)
 rename {dist => typescriptions/dist}/search/binarySearch.js (100%)
 rename {dist => typescriptions/dist}/search/dijkstras.js (100%)
 rename {dist => typescriptions/dist}/search/index.js (100%)
 rename {dist => typescriptions/dist}/search/linearSearch.js (100%)
 rename {dist => typescriptions/dist}/search/naiveStringSearch.js (100%)
 rename {dist => typescriptions/dist}/sorting/SortOptions.js (100%)
 rename {dist => typescriptions/dist}/sorting/bubbleSort.js (100%)
 rename {dist => typescriptions/dist}/sorting/index.js (100%)
 rename {dist => typescriptions/dist}/sorting/insertionSort.js (100%)
 rename {dist => typescriptions/dist}/sorting/merge.js (100%)
 rename {dist => typescriptions/dist}/sorting/mergeSort.js (100%)
 rename {dist => typescriptions/dist}/sorting/quickSort.js (100%)
 rename {dist => typescriptions/dist}/sorting/quickSort.test.js (100%)
 rename {dist => typescriptions/dist}/sorting/radixSort.js (100%)
 rename {dist => typescriptions/dist}/sorting/radixSort.test.js (100%)
 rename {dist => typescriptions/dist}/sorting/selectionSort.js (100%)
 rename {dist => typescriptions/dist}/sorting/swap.js (100%)
 rename {dist => typescriptions/dist}/starterChallenges/countUniqueValues.js (100%)
 rename {dist => typescriptions/dist}/starterChallenges/isAnagram.js (100%)
 rename {dist => typescriptions/dist}/starterChallenges/maxSubArraySum.js (100%)
 rename {dist => typescriptions/dist}/starterChallenges/squareFrequencies.js (100%)
 rename {dist => typescriptions/dist}/utils/IndexError.js (100%)
 rename {dist => typescriptions/dist}/utils/randomRange.js (100%)
 rename jest.config.js => typescriptions/jest.config.js (100%)
 rename package-lock.json => typescriptions/package-lock.json (100%)
 rename package.json => typescriptions/package.json (100%)
 rename {src => typescriptions/src}/datastructures/BinaryHeap.test.ts (100%)
 rename {src => typescriptions/src}/datastructures/BinaryHeap.ts (100%)
 rename {src => typescriptions/src}/datastructures/BinarySearchTree.test.ts (100%)
 rename {src => typescriptions/src}/datastructures/BinarySearchTree.ts (100%)
 rename {src => typescriptions/src}/datastructures/DoublyLinkedList.test.ts (100%)
 rename {src => typescriptions/src}/datastructures/DoublyLinkedList.ts (100%)
 rename {src => typescriptions/src}/datastructures/Graph.test.ts (100%)
 rename {src => typescriptions/src}/datastructures/Graph.ts (100%)
 rename {src => typescriptions/src}/datastructures/HashTable.test.ts (100%)
 rename {src => typescriptions/src}/datastructures/HashTable.ts (100%)
 rename {src => typescriptions/src}/datastructures/Node.ts (100%)
 rename {src => typescriptions/src}/datastructures/PriorityQueue.ts (100%)
 rename {src => typescriptions/src}/datastructures/Queue.test.ts (100%)
 rename {src => typescriptions/src}/datastructures/Queue.ts (100%)
 rename {src => typescriptions/src}/datastructures/SinglyLinkedList.test.ts (100%)
 rename {src => typescriptions/src}/datastructures/SinglyLinkedList.ts (100%)
 rename {src => typescriptions/src}/datastructures/Stack.test.ts (100%)
 rename {src => typescriptions/src}/datastructures/Stack.ts (100%)
 rename {src => typescriptions/src}/datastructures/index.ts (100%)
 rename {src => typescriptions/src}/index.ts (100%)
 rename {src => typescriptions/src}/recursion/capitalizeFirst.ts (100%)
 rename {src => typescriptions/src}/recursion/capitalizeWords.ts (100%)
 rename {src => typescriptions/src}/recursion/collectStrings.ts (100%)
 rename {src => typescriptions/src}/recursion/factorial.ts (100%)
 rename {src => typescriptions/src}/recursion/fibonacci.ts (100%)
 rename {src => typescriptions/src}/recursion/flatten.ts (100%)
 rename {src => typescriptions/src}/recursion/index.ts (100%)
 rename {src => typescriptions/src}/recursion/isPalindrome.ts (100%)
 rename {src => typescriptions/src}/recursion/nestedEvenSum.ts (100%)
 rename {src => typescriptions/src}/recursion/power.ts (100%)
 rename {src => typescriptions/src}/recursion/productOfArray.ts (100%)
 rename {src => typescriptions/src}/recursion/recursiveRange.ts (100%)
 rename {src => typescriptions/src}/recursion/reverse.ts (100%)
 rename {src => typescriptions/src}/recursion/someRecursive.ts (100%)
 rename {src => typescriptions/src}/recursion/stringifyNumbers.ts (100%)
 rename {src => typescriptions/src}/search/binarySearch.ts (100%)
 rename {src => typescriptions/src}/search/dijkstras.ts (100%)
 rename {src => typescriptions/src}/search/index.ts (100%)
 rename {src => typescriptions/src}/search/linearSearch.ts (100%)
 rename {src => typescriptions/src}/search/naiveStringSearch.ts (100%)
 rename {src => typescriptions/src}/sorting/SortOptions.ts (100%)
 rename {src => typescriptions/src}/sorting/bubbleSort.ts (100%)
 rename {src => typescriptions/src}/sorting/index.ts (100%)
 rename {src => typescriptions/src}/sorting/insertionSort.ts (100%)
 rename {src => typescriptions/src}/sorting/merge.ts (100%)
 rename {src => typescriptions/src}/sorting/mergeSort.ts (100%)
 rename {src => typescriptions/src}/sorting/quickSort.test.ts (100%)
 rename {src => typescriptions/src}/sorting/quickSort.ts (100%)
 rename {src => typescriptions/src}/sorting/radixSort.test.ts (100%)
 rename {src => typescriptions/src}/sorting/radixSort.ts (100%)
 rename {src => typescriptions/src}/sorting/selectionSort.ts (100%)
 rename {src => typescriptions/src}/sorting/swap.ts (100%)
 rename {src => typescriptions/src}/starterChallenges/countUniqueValues.ts (100%)
 rename {src => typescriptions/src}/starterChallenges/isAnagram.ts (100%)
 rename {src => typescriptions/src}/starterChallenges/maxSubArraySum.ts (100%)
 rename {src => typescriptions/src}/starterChallenges/squareFrequencies.ts (100%)
 rename {src => typescriptions/src}/utils/IndexError.ts (100%)
 rename {src => typescriptions/src}/utils/randomRange.ts (100%)
 rename tsconfig.json => typescriptions/tsconfig.json (100%)

diff --git a/.gitignore b/.gitignore
index b106df4..1bd8378 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,20 @@
-node_modules/
 .env
-.vscode/
\ No newline at end of file
+.vscode/
+
+# TS
+node_modules/
+
+# Generated by Cargo
+# will have compiled files and executables
+debug/
+target/
+
+# Remove Cargo.lock from gitignore if creating an executable, leave it for libraries
+# More information here https://doc.rust-lang.org/cargo/guide/cargo-toml-vs-cargo-lock.html
+Cargo.lock
+
+# These are backup files generated by rustfmt
+**/*.rs.bk
+
+# MSVC Windows builds of rustc generate these, which store debugging information
+*.pdb
diff --git "a/laboc\303\251dai/Cargo.toml" "b/laboc\303\251dai/Cargo.toml"
new file mode 100644
index 0000000..fc3a275
--- /dev/null
+++ "b/laboc\303\251dai/Cargo.toml"
@@ -0,0 +1,9 @@
+[package]
+name = "labocédai"
+version = "0.1.0"
+authors = ["whbrown"]
+edition = "2021"
+
+# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
+
+[dependencies]
diff --git "a/laboc\303\251dai/src/lib.rs" "b/laboc\303\251dai/src/lib.rs"
new file mode 100644
index 0000000..5eb175e
--- /dev/null
+++ "b/laboc\303\251dai/src/lib.rs"
@@ -0,0 +1,12 @@
+pub mod sum_up_to;
+
+#[cfg(test)]
+mod tests {
+    use crate::sum_up_to::*;
+
+    #[test]
+    fn test_sum_up_to() {
+        assert_eq!(sum_up_to(5), 5 + 4 + 3 + 2 + 1);
+        assert_eq!(sum_up_to(0), 0);
+    }
+}
diff --git "a/laboc\303\251dai/src/sum_up_to.rs" "b/laboc\303\251dai/src/sum_up_to.rs"
new file mode 100644
index 0000000..8b5218c
--- /dev/null
+++ "b/laboc\303\251dai/src/sum_up_to.rs"
@@ -0,0 +1,3 @@
+pub fn sum_up_to(num: usize) -> usize {
+    (0..=num).into_iter().fold(0, |acc, n| acc + n)
+}
diff --git a/babel.config.js b/typescriptions/babel.config.js
similarity index 100%
rename from babel.config.js
rename to typescriptions/babel.config.js
diff --git a/dist/datastructures/BinaryHeap.js b/typescriptions/dist/datastructures/BinaryHeap.js
similarity index 100%
rename from dist/datastructures/BinaryHeap.js
rename to typescriptions/dist/datastructures/BinaryHeap.js
diff --git a/dist/datastructures/BinaryHeap.test.js b/typescriptions/dist/datastructures/BinaryHeap.test.js
similarity index 100%
rename from dist/datastructures/BinaryHeap.test.js
rename to typescriptions/dist/datastructures/BinaryHeap.test.js
diff --git a/dist/datastructures/BinarySearchTree.js b/typescriptions/dist/datastructures/BinarySearchTree.js
similarity index 100%
rename from dist/datastructures/BinarySearchTree.js
rename to typescriptions/dist/datastructures/BinarySearchTree.js
diff --git a/dist/datastructures/BinarySearchTree.test.js b/typescriptions/dist/datastructures/BinarySearchTree.test.js
similarity index 100%
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diff --git a/dist/datastructures/DoublyLinkedList.js b/typescriptions/dist/datastructures/DoublyLinkedList.js
similarity index 100%
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rename to typescriptions/dist/datastructures/DoublyLinkedList.js
diff --git a/dist/datastructures/DoublyLinkedList.test.js b/typescriptions/dist/datastructures/DoublyLinkedList.test.js
similarity index 100%
rename from dist/datastructures/DoublyLinkedList.test.js
rename to typescriptions/dist/datastructures/DoublyLinkedList.test.js
diff --git a/dist/datastructures/Graph.js b/typescriptions/dist/datastructures/Graph.js
similarity index 100%
rename from dist/datastructures/Graph.js
rename to typescriptions/dist/datastructures/Graph.js
diff --git a/dist/datastructures/Graph.test.js b/typescriptions/dist/datastructures/Graph.test.js
similarity index 100%
rename from dist/datastructures/Graph.test.js
rename to typescriptions/dist/datastructures/Graph.test.js
diff --git a/dist/datastructures/HashTable.js b/typescriptions/dist/datastructures/HashTable.js
similarity index 100%
rename from dist/datastructures/HashTable.js
rename to typescriptions/dist/datastructures/HashTable.js
diff --git a/dist/datastructures/HashTable.test.js b/typescriptions/dist/datastructures/HashTable.test.js
similarity index 100%
rename from dist/datastructures/HashTable.test.js
rename to typescriptions/dist/datastructures/HashTable.test.js
diff --git a/dist/datastructures/Node.js b/typescriptions/dist/datastructures/Node.js
similarity index 100%
rename from dist/datastructures/Node.js
rename to typescriptions/dist/datastructures/Node.js
diff --git a/dist/datastructures/PriorityQueue.js b/typescriptions/dist/datastructures/PriorityQueue.js
similarity index 100%
rename from dist/datastructures/PriorityQueue.js
rename to typescriptions/dist/datastructures/PriorityQueue.js
diff --git a/dist/datastructures/Queue.js b/typescriptions/dist/datastructures/Queue.js
similarity index 100%
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diff --git a/dist/datastructures/Queue.test.js b/typescriptions/dist/datastructures/Queue.test.js
similarity index 100%
rename from dist/datastructures/Queue.test.js
rename to typescriptions/dist/datastructures/Queue.test.js
diff --git a/dist/datastructures/SinglyLinkedList.js b/typescriptions/dist/datastructures/SinglyLinkedList.js
similarity index 100%
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diff --git a/dist/datastructures/Stack.js b/typescriptions/dist/datastructures/Stack.js
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diff --git a/dist/datastructures/Stack.test.js b/typescriptions/dist/datastructures/Stack.test.js
similarity index 100%
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diff --git a/dist/datastructures/index.js b/typescriptions/dist/datastructures/index.js
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diff --git a/dist/index.js b/typescriptions/dist/index.js
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diff --git a/dist/recursion/capitalizeFirst.js b/typescriptions/dist/recursion/capitalizeFirst.js
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diff --git a/dist/recursion/capitalizeWords.js b/typescriptions/dist/recursion/capitalizeWords.js
similarity index 100%
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diff --git a/dist/recursion/collectStrings.js b/typescriptions/dist/recursion/collectStrings.js
similarity index 100%
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diff --git a/dist/recursion/factorial.js b/typescriptions/dist/recursion/factorial.js
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diff --git a/dist/recursion/fibonacci.js b/typescriptions/dist/recursion/fibonacci.js
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diff --git a/dist/recursion/flatten.js b/typescriptions/dist/recursion/flatten.js
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rename to typescriptions/dist/recursion/productOfArray.js
diff --git a/dist/recursion/recursiveRange.js b/typescriptions/dist/recursion/recursiveRange.js
similarity index 100%
rename from dist/recursion/recursiveRange.js
rename to typescriptions/dist/recursion/recursiveRange.js
diff --git a/dist/recursion/reverse.js b/typescriptions/dist/recursion/reverse.js
similarity index 100%
rename from dist/recursion/reverse.js
rename to typescriptions/dist/recursion/reverse.js
diff --git a/dist/recursion/someRecursive.js b/typescriptions/dist/recursion/someRecursive.js
similarity index 100%
rename from dist/recursion/someRecursive.js
rename to typescriptions/dist/recursion/someRecursive.js
diff --git a/dist/recursion/stringifyNumbers.js b/typescriptions/dist/recursion/stringifyNumbers.js
similarity index 100%
rename from dist/recursion/stringifyNumbers.js
rename to typescriptions/dist/recursion/stringifyNumbers.js
diff --git a/dist/search/binarySearch.js b/typescriptions/dist/search/binarySearch.js
similarity index 100%
rename from dist/search/binarySearch.js
rename to typescriptions/dist/search/binarySearch.js
diff --git a/dist/search/dijkstras.js b/typescriptions/dist/search/dijkstras.js
similarity index 100%
rename from dist/search/dijkstras.js
rename to typescriptions/dist/search/dijkstras.js
diff --git a/dist/search/index.js b/typescriptions/dist/search/index.js
similarity index 100%
rename from dist/search/index.js
rename to typescriptions/dist/search/index.js
diff --git a/dist/search/linearSearch.js b/typescriptions/dist/search/linearSearch.js
similarity index 100%
rename from dist/search/linearSearch.js
rename to typescriptions/dist/search/linearSearch.js
diff --git a/dist/search/naiveStringSearch.js b/typescriptions/dist/search/naiveStringSearch.js
similarity index 100%
rename from dist/search/naiveStringSearch.js
rename to typescriptions/dist/search/naiveStringSearch.js
diff --git a/dist/sorting/SortOptions.js b/typescriptions/dist/sorting/SortOptions.js
similarity index 100%
rename from dist/sorting/SortOptions.js
rename to typescriptions/dist/sorting/SortOptions.js
diff --git a/dist/sorting/bubbleSort.js b/typescriptions/dist/sorting/bubbleSort.js
similarity index 100%
rename from dist/sorting/bubbleSort.js
rename to typescriptions/dist/sorting/bubbleSort.js
diff --git a/dist/sorting/index.js b/typescriptions/dist/sorting/index.js
similarity index 100%
rename from dist/sorting/index.js
rename to typescriptions/dist/sorting/index.js
diff --git a/dist/sorting/insertionSort.js b/typescriptions/dist/sorting/insertionSort.js
similarity index 100%
rename from dist/sorting/insertionSort.js
rename to typescriptions/dist/sorting/insertionSort.js
diff --git a/dist/sorting/merge.js b/typescriptions/dist/sorting/merge.js
similarity index 100%
rename from dist/sorting/merge.js
rename to typescriptions/dist/sorting/merge.js
diff --git a/dist/sorting/mergeSort.js b/typescriptions/dist/sorting/mergeSort.js
similarity index 100%
rename from dist/sorting/mergeSort.js
rename to typescriptions/dist/sorting/mergeSort.js
diff --git a/dist/sorting/quickSort.js b/typescriptions/dist/sorting/quickSort.js
similarity index 100%
rename from dist/sorting/quickSort.js
rename to typescriptions/dist/sorting/quickSort.js
diff --git a/dist/sorting/quickSort.test.js b/typescriptions/dist/sorting/quickSort.test.js
similarity index 100%
rename from dist/sorting/quickSort.test.js
rename to typescriptions/dist/sorting/quickSort.test.js
diff --git a/dist/sorting/radixSort.js b/typescriptions/dist/sorting/radixSort.js
similarity index 100%
rename from dist/sorting/radixSort.js
rename to typescriptions/dist/sorting/radixSort.js
diff --git a/dist/sorting/radixSort.test.js b/typescriptions/dist/sorting/radixSort.test.js
similarity index 100%
rename from dist/sorting/radixSort.test.js
rename to typescriptions/dist/sorting/radixSort.test.js
diff --git a/dist/sorting/selectionSort.js b/typescriptions/dist/sorting/selectionSort.js
similarity index 100%
rename from dist/sorting/selectionSort.js
rename to typescriptions/dist/sorting/selectionSort.js
diff --git a/dist/sorting/swap.js b/typescriptions/dist/sorting/swap.js
similarity index 100%
rename from dist/sorting/swap.js
rename to typescriptions/dist/sorting/swap.js
diff --git a/dist/starterChallenges/countUniqueValues.js b/typescriptions/dist/starterChallenges/countUniqueValues.js
similarity index 100%
rename from dist/starterChallenges/countUniqueValues.js
rename to typescriptions/dist/starterChallenges/countUniqueValues.js
diff --git a/dist/starterChallenges/isAnagram.js b/typescriptions/dist/starterChallenges/isAnagram.js
similarity index 100%
rename from dist/starterChallenges/isAnagram.js
rename to typescriptions/dist/starterChallenges/isAnagram.js
diff --git a/dist/starterChallenges/maxSubArraySum.js b/typescriptions/dist/starterChallenges/maxSubArraySum.js
similarity index 100%
rename from dist/starterChallenges/maxSubArraySum.js
rename to typescriptions/dist/starterChallenges/maxSubArraySum.js
diff --git a/dist/starterChallenges/squareFrequencies.js b/typescriptions/dist/starterChallenges/squareFrequencies.js
similarity index 100%
rename from dist/starterChallenges/squareFrequencies.js
rename to typescriptions/dist/starterChallenges/squareFrequencies.js
diff --git a/dist/utils/IndexError.js b/typescriptions/dist/utils/IndexError.js
similarity index 100%
rename from dist/utils/IndexError.js
rename to typescriptions/dist/utils/IndexError.js
diff --git a/dist/utils/randomRange.js b/typescriptions/dist/utils/randomRange.js
similarity index 100%
rename from dist/utils/randomRange.js
rename to typescriptions/dist/utils/randomRange.js
diff --git a/jest.config.js b/typescriptions/jest.config.js
similarity index 100%
rename from jest.config.js
rename to typescriptions/jest.config.js
diff --git a/package-lock.json b/typescriptions/package-lock.json
similarity index 100%
rename from package-lock.json
rename to typescriptions/package-lock.json
diff --git a/package.json b/typescriptions/package.json
similarity index 100%
rename from package.json
rename to typescriptions/package.json
diff --git a/src/datastructures/BinaryHeap.test.ts b/typescriptions/src/datastructures/BinaryHeap.test.ts
similarity index 100%
rename from src/datastructures/BinaryHeap.test.ts
rename to typescriptions/src/datastructures/BinaryHeap.test.ts
diff --git a/src/datastructures/BinaryHeap.ts b/typescriptions/src/datastructures/BinaryHeap.ts
similarity index 100%
rename from src/datastructures/BinaryHeap.ts
rename to typescriptions/src/datastructures/BinaryHeap.ts
diff --git a/src/datastructures/BinarySearchTree.test.ts b/typescriptions/src/datastructures/BinarySearchTree.test.ts
similarity index 100%
rename from src/datastructures/BinarySearchTree.test.ts
rename to typescriptions/src/datastructures/BinarySearchTree.test.ts
diff --git a/src/datastructures/BinarySearchTree.ts b/typescriptions/src/datastructures/BinarySearchTree.ts
similarity index 100%
rename from src/datastructures/BinarySearchTree.ts
rename to typescriptions/src/datastructures/BinarySearchTree.ts
diff --git a/src/datastructures/DoublyLinkedList.test.ts b/typescriptions/src/datastructures/DoublyLinkedList.test.ts
similarity index 100%
rename from src/datastructures/DoublyLinkedList.test.ts
rename to typescriptions/src/datastructures/DoublyLinkedList.test.ts
diff --git a/src/datastructures/DoublyLinkedList.ts b/typescriptions/src/datastructures/DoublyLinkedList.ts
similarity index 100%
rename from src/datastructures/DoublyLinkedList.ts
rename to typescriptions/src/datastructures/DoublyLinkedList.ts
diff --git a/src/datastructures/Graph.test.ts b/typescriptions/src/datastructures/Graph.test.ts
similarity index 100%
rename from src/datastructures/Graph.test.ts
rename to typescriptions/src/datastructures/Graph.test.ts
diff --git a/src/datastructures/Graph.ts b/typescriptions/src/datastructures/Graph.ts
similarity index 100%
rename from src/datastructures/Graph.ts
rename to typescriptions/src/datastructures/Graph.ts
diff --git a/src/datastructures/HashTable.test.ts b/typescriptions/src/datastructures/HashTable.test.ts
similarity index 100%
rename from src/datastructures/HashTable.test.ts
rename to typescriptions/src/datastructures/HashTable.test.ts
diff --git a/src/datastructures/HashTable.ts b/typescriptions/src/datastructures/HashTable.ts
similarity index 100%
rename from src/datastructures/HashTable.ts
rename to typescriptions/src/datastructures/HashTable.ts
diff --git a/src/datastructures/Node.ts b/typescriptions/src/datastructures/Node.ts
similarity index 100%
rename from src/datastructures/Node.ts
rename to typescriptions/src/datastructures/Node.ts
diff --git a/src/datastructures/PriorityQueue.ts b/typescriptions/src/datastructures/PriorityQueue.ts
similarity index 100%
rename from src/datastructures/PriorityQueue.ts
rename to typescriptions/src/datastructures/PriorityQueue.ts
diff --git a/src/datastructures/Queue.test.ts b/typescriptions/src/datastructures/Queue.test.ts
similarity index 100%
rename from src/datastructures/Queue.test.ts
rename to typescriptions/src/datastructures/Queue.test.ts
diff --git a/src/datastructures/Queue.ts b/typescriptions/src/datastructures/Queue.ts
similarity index 100%
rename from src/datastructures/Queue.ts
rename to typescriptions/src/datastructures/Queue.ts
diff --git a/src/datastructures/SinglyLinkedList.test.ts b/typescriptions/src/datastructures/SinglyLinkedList.test.ts
similarity index 100%
rename from src/datastructures/SinglyLinkedList.test.ts
rename to typescriptions/src/datastructures/SinglyLinkedList.test.ts
diff --git a/src/datastructures/SinglyLinkedList.ts b/typescriptions/src/datastructures/SinglyLinkedList.ts
similarity index 100%
rename from src/datastructures/SinglyLinkedList.ts
rename to typescriptions/src/datastructures/SinglyLinkedList.ts
diff --git a/src/datastructures/Stack.test.ts b/typescriptions/src/datastructures/Stack.test.ts
similarity index 100%
rename from src/datastructures/Stack.test.ts
rename to typescriptions/src/datastructures/Stack.test.ts
diff --git a/src/datastructures/Stack.ts b/typescriptions/src/datastructures/Stack.ts
similarity index 100%
rename from src/datastructures/Stack.ts
rename to typescriptions/src/datastructures/Stack.ts
diff --git a/src/datastructures/index.ts b/typescriptions/src/datastructures/index.ts
similarity index 100%
rename from src/datastructures/index.ts
rename to typescriptions/src/datastructures/index.ts
diff --git a/src/index.ts b/typescriptions/src/index.ts
similarity index 100%
rename from src/index.ts
rename to typescriptions/src/index.ts
diff --git a/src/recursion/capitalizeFirst.ts b/typescriptions/src/recursion/capitalizeFirst.ts
similarity index 100%
rename from src/recursion/capitalizeFirst.ts
rename to typescriptions/src/recursion/capitalizeFirst.ts
diff --git a/src/recursion/capitalizeWords.ts b/typescriptions/src/recursion/capitalizeWords.ts
similarity index 100%
rename from src/recursion/capitalizeWords.ts
rename to typescriptions/src/recursion/capitalizeWords.ts
diff --git a/src/recursion/collectStrings.ts b/typescriptions/src/recursion/collectStrings.ts
similarity index 100%
rename from src/recursion/collectStrings.ts
rename to typescriptions/src/recursion/collectStrings.ts
diff --git a/src/recursion/factorial.ts b/typescriptions/src/recursion/factorial.ts
similarity index 100%
rename from src/recursion/factorial.ts
rename to typescriptions/src/recursion/factorial.ts
diff --git a/src/recursion/fibonacci.ts b/typescriptions/src/recursion/fibonacci.ts
similarity index 100%
rename from src/recursion/fibonacci.ts
rename to typescriptions/src/recursion/fibonacci.ts
diff --git a/src/recursion/flatten.ts b/typescriptions/src/recursion/flatten.ts
similarity index 100%
rename from src/recursion/flatten.ts
rename to typescriptions/src/recursion/flatten.ts
diff --git a/src/recursion/index.ts b/typescriptions/src/recursion/index.ts
similarity index 100%
rename from src/recursion/index.ts
rename to typescriptions/src/recursion/index.ts
diff --git a/src/recursion/isPalindrome.ts b/typescriptions/src/recursion/isPalindrome.ts
similarity index 100%
rename from src/recursion/isPalindrome.ts
rename to typescriptions/src/recursion/isPalindrome.ts
diff --git a/src/recursion/nestedEvenSum.ts b/typescriptions/src/recursion/nestedEvenSum.ts
similarity index 100%
rename from src/recursion/nestedEvenSum.ts
rename to typescriptions/src/recursion/nestedEvenSum.ts
diff --git a/src/recursion/power.ts b/typescriptions/src/recursion/power.ts
similarity index 100%
rename from src/recursion/power.ts
rename to typescriptions/src/recursion/power.ts
diff --git a/src/recursion/productOfArray.ts b/typescriptions/src/recursion/productOfArray.ts
similarity index 100%
rename from src/recursion/productOfArray.ts
rename to typescriptions/src/recursion/productOfArray.ts
diff --git a/src/recursion/recursiveRange.ts b/typescriptions/src/recursion/recursiveRange.ts
similarity index 100%
rename from src/recursion/recursiveRange.ts
rename to typescriptions/src/recursion/recursiveRange.ts
diff --git a/src/recursion/reverse.ts b/typescriptions/src/recursion/reverse.ts
similarity index 100%
rename from src/recursion/reverse.ts
rename to typescriptions/src/recursion/reverse.ts
diff --git a/src/recursion/someRecursive.ts b/typescriptions/src/recursion/someRecursive.ts
similarity index 100%
rename from src/recursion/someRecursive.ts
rename to typescriptions/src/recursion/someRecursive.ts
diff --git a/src/recursion/stringifyNumbers.ts b/typescriptions/src/recursion/stringifyNumbers.ts
similarity index 100%
rename from src/recursion/stringifyNumbers.ts
rename to typescriptions/src/recursion/stringifyNumbers.ts
diff --git a/src/search/binarySearch.ts b/typescriptions/src/search/binarySearch.ts
similarity index 100%
rename from src/search/binarySearch.ts
rename to typescriptions/src/search/binarySearch.ts
diff --git a/src/search/dijkstras.ts b/typescriptions/src/search/dijkstras.ts
similarity index 100%
rename from src/search/dijkstras.ts
rename to typescriptions/src/search/dijkstras.ts
diff --git a/src/search/index.ts b/typescriptions/src/search/index.ts
similarity index 100%
rename from src/search/index.ts
rename to typescriptions/src/search/index.ts
diff --git a/src/search/linearSearch.ts b/typescriptions/src/search/linearSearch.ts
similarity index 100%
rename from src/search/linearSearch.ts
rename to typescriptions/src/search/linearSearch.ts
diff --git a/src/search/naiveStringSearch.ts b/typescriptions/src/search/naiveStringSearch.ts
similarity index 100%
rename from src/search/naiveStringSearch.ts
rename to typescriptions/src/search/naiveStringSearch.ts
diff --git a/src/sorting/SortOptions.ts b/typescriptions/src/sorting/SortOptions.ts
similarity index 100%
rename from src/sorting/SortOptions.ts
rename to typescriptions/src/sorting/SortOptions.ts
diff --git a/src/sorting/bubbleSort.ts b/typescriptions/src/sorting/bubbleSort.ts
similarity index 100%
rename from src/sorting/bubbleSort.ts
rename to typescriptions/src/sorting/bubbleSort.ts
diff --git a/src/sorting/index.ts b/typescriptions/src/sorting/index.ts
similarity index 100%
rename from src/sorting/index.ts
rename to typescriptions/src/sorting/index.ts
diff --git a/src/sorting/insertionSort.ts b/typescriptions/src/sorting/insertionSort.ts
similarity index 100%
rename from src/sorting/insertionSort.ts
rename to typescriptions/src/sorting/insertionSort.ts
diff --git a/src/sorting/merge.ts b/typescriptions/src/sorting/merge.ts
similarity index 100%
rename from src/sorting/merge.ts
rename to typescriptions/src/sorting/merge.ts
diff --git a/src/sorting/mergeSort.ts b/typescriptions/src/sorting/mergeSort.ts
similarity index 100%
rename from src/sorting/mergeSort.ts
rename to typescriptions/src/sorting/mergeSort.ts
diff --git a/src/sorting/quickSort.test.ts b/typescriptions/src/sorting/quickSort.test.ts
similarity index 100%
rename from src/sorting/quickSort.test.ts
rename to typescriptions/src/sorting/quickSort.test.ts
diff --git a/src/sorting/quickSort.ts b/typescriptions/src/sorting/quickSort.ts
similarity index 100%
rename from src/sorting/quickSort.ts
rename to typescriptions/src/sorting/quickSort.ts
diff --git a/src/sorting/radixSort.test.ts b/typescriptions/src/sorting/radixSort.test.ts
similarity index 100%
rename from src/sorting/radixSort.test.ts
rename to typescriptions/src/sorting/radixSort.test.ts
diff --git a/src/sorting/radixSort.ts b/typescriptions/src/sorting/radixSort.ts
similarity index 100%
rename from src/sorting/radixSort.ts
rename to typescriptions/src/sorting/radixSort.ts
diff --git a/src/sorting/selectionSort.ts b/typescriptions/src/sorting/selectionSort.ts
similarity index 100%
rename from src/sorting/selectionSort.ts
rename to typescriptions/src/sorting/selectionSort.ts
diff --git a/src/sorting/swap.ts b/typescriptions/src/sorting/swap.ts
similarity index 100%
rename from src/sorting/swap.ts
rename to typescriptions/src/sorting/swap.ts
diff --git a/src/starterChallenges/countUniqueValues.ts b/typescriptions/src/starterChallenges/countUniqueValues.ts
similarity index 100%
rename from src/starterChallenges/countUniqueValues.ts
rename to typescriptions/src/starterChallenges/countUniqueValues.ts
diff --git a/src/starterChallenges/isAnagram.ts b/typescriptions/src/starterChallenges/isAnagram.ts
similarity index 100%
rename from src/starterChallenges/isAnagram.ts
rename to typescriptions/src/starterChallenges/isAnagram.ts
diff --git a/src/starterChallenges/maxSubArraySum.ts b/typescriptions/src/starterChallenges/maxSubArraySum.ts
similarity index 100%
rename from src/starterChallenges/maxSubArraySum.ts
rename to typescriptions/src/starterChallenges/maxSubArraySum.ts
diff --git a/src/starterChallenges/squareFrequencies.ts b/typescriptions/src/starterChallenges/squareFrequencies.ts
similarity index 100%
rename from src/starterChallenges/squareFrequencies.ts
rename to typescriptions/src/starterChallenges/squareFrequencies.ts
diff --git a/src/utils/IndexError.ts b/typescriptions/src/utils/IndexError.ts
similarity index 100%
rename from src/utils/IndexError.ts
rename to typescriptions/src/utils/IndexError.ts
diff --git a/src/utils/randomRange.ts b/typescriptions/src/utils/randomRange.ts
similarity index 100%
rename from src/utils/randomRange.ts
rename to typescriptions/src/utils/randomRange.ts
diff --git a/tsconfig.json b/typescriptions/tsconfig.json
similarity index 100%
rename from tsconfig.json
rename to typescriptions/tsconfig.json

From 3e4373461d66ced4eb9cd01b679161e68fd5b7b9 Mon Sep 17 00:00:00 2001
From: whbrown <william@whbrown.org>
Date: Mon, 9 May 2022 08:34:48 -0400
Subject: [PATCH 03/11] Add is_valid_anagram (frequency counter pattern)

---
 "laboc\303\251dai/src/lib.rs"              | 10 ++++++++++
 "laboc\303\251dai/src/problem_patterns.rs" | 22 ++++++++++++++++++++++
 2 files changed, 32 insertions(+)
 create mode 100644 "laboc\303\251dai/src/problem_patterns.rs"

diff --git "a/laboc\303\251dai/src/lib.rs" "b/laboc\303\251dai/src/lib.rs"
index 5eb175e..b423f5a 100644
--- "a/laboc\303\251dai/src/lib.rs"
+++ "b/laboc\303\251dai/src/lib.rs"
@@ -1,7 +1,9 @@
+pub mod problem_patterns;
 pub mod sum_up_to;
 
 #[cfg(test)]
 mod tests {
+    use crate::problem_patterns::*;
     use crate::sum_up_to::*;
 
     #[test]
@@ -9,4 +11,12 @@ mod tests {
         assert_eq!(sum_up_to(5), 5 + 4 + 3 + 2 + 1);
         assert_eq!(sum_up_to(0), 0);
     }
+
+    #[test]
+    fn test_is_valid_anagram() {
+        assert_eq!(is_valid_anagram("anagram", "nagaram"), true);
+        assert_eq!(is_valid_anagram("rat", "car"), false);
+        assert_eq!(is_valid_anagram("", ""), true);
+        assert_eq!(is_valid_anagram("texttwisttime", "timetwisttext"), true);
+    }
 }
diff --git "a/laboc\303\251dai/src/problem_patterns.rs" "b/laboc\303\251dai/src/problem_patterns.rs"
new file mode 100644
index 0000000..73266e9
--- /dev/null
+++ "b/laboc\303\251dai/src/problem_patterns.rs"
@@ -0,0 +1,22 @@
+use std::collections::HashMap;
+
+pub fn is_valid_anagram(string_1: &str, string_2: &str) -> bool {
+    if string_1.len() != string_2.len() {
+        return false;
+    }
+    let mut freq_counter = string_1
+        .chars()
+        .fold(HashMap::new(), |mut freq_counter, c| {
+            *freq_counter.entry(c.to_string()).or_insert(0) += 1;
+            freq_counter
+        });
+    for c in string_2.chars() {
+        let count = freq_counter.entry(c.to_string()).or_insert(0);
+        *count -= 1;
+        if count < &mut 0 {
+            return false;
+        }
+    }
+
+    return true;
+}

From d7df6d9cbbcbfb8f1dbbc91570fe7853217a74fa Mon Sep 17 00:00:00 2001
From: whbrown <william@whbrown.org>
Date: Mon, 9 May 2022 08:35:28 -0400
Subject: [PATCH 04/11] Add singleNum.ts; Bump jest & eslint versions

---
 typescriptions/package-lock.json              | 36 +++++++++----------
 .../countUniqueValues.ts                      |  0
 .../isAnagram.ts                              |  0
 .../maxSubArraySum.ts                         |  0
 .../src/simpleChallenges/singleNum.ts         | 20 +++++++++++
 .../squareFrequencies.ts                      |  0
 6 files changed, 38 insertions(+), 18 deletions(-)
 rename typescriptions/src/{starterChallenges => simpleChallenges}/countUniqueValues.ts (100%)
 rename typescriptions/src/{starterChallenges => simpleChallenges}/isAnagram.ts (100%)
 rename typescriptions/src/{starterChallenges => simpleChallenges}/maxSubArraySum.ts (100%)
 create mode 100644 typescriptions/src/simpleChallenges/singleNum.ts
 rename typescriptions/src/{starterChallenges => simpleChallenges}/squareFrequencies.ts (100%)

diff --git a/typescriptions/package-lock.json b/typescriptions/package-lock.json
index 209db64..880ab85 100644
--- a/typescriptions/package-lock.json
+++ b/typescriptions/package-lock.json
@@ -1682,9 +1682,9 @@
       "integrity": "sha512-8+9WqebbFzpX9OR+Wa6O29asIogeRMzcGtAINdpMHHyAg10f05aSFVBbcEqGf/PXw1EjAZ+q2/bEBg3DvurK3Q=="
     },
     "node_modules/@eslint/eslintrc/node_modules/globals": {
-      "version": "13.13.0",
-      "resolved": "https://registry.npmjs.org/globals/-/globals-13.13.0.tgz",
-      "integrity": "sha512-EQ7Q18AJlPwp3vUDL4mKA0KXrXyNIQyWon6T6XQiBQF0XHvRsiCSrWmmeATpUzdJN2HhWZU6Pdl0a9zdep5p6A==",
+      "version": "13.14.0",
+      "resolved": "https://registry.npmjs.org/globals/-/globals-13.14.0.tgz",
+      "integrity": "sha512-ERO68sOYwm5UuLvSJTY7w7NP2c8S4UcXs3X1GBX8cwOr+ShOcDBbCY5mH4zxz0jsYCdJ8ve8Mv9n2YGJMB1aeg==",
       "dependencies": {
         "type-fest": "^0.20.2"
       },
@@ -3454,9 +3454,9 @@
       }
     },
     "node_modules/eslint/node_modules/globals": {
-      "version": "13.13.0",
-      "resolved": "https://registry.npmjs.org/globals/-/globals-13.13.0.tgz",
-      "integrity": "sha512-EQ7Q18AJlPwp3vUDL4mKA0KXrXyNIQyWon6T6XQiBQF0XHvRsiCSrWmmeATpUzdJN2HhWZU6Pdl0a9zdep5p6A==",
+      "version": "13.14.0",
+      "resolved": "https://registry.npmjs.org/globals/-/globals-13.14.0.tgz",
+      "integrity": "sha512-ERO68sOYwm5UuLvSJTY7w7NP2c8S4UcXs3X1GBX8cwOr+ShOcDBbCY5mH4zxz0jsYCdJ8ve8Mv9n2YGJMB1aeg==",
       "dependencies": {
         "type-fest": "^0.20.2"
       },
@@ -7115,9 +7115,9 @@
       }
     },
     "node_modules/ts-jest": {
-      "version": "28.0.1",
-      "resolved": "https://registry.npmjs.org/ts-jest/-/ts-jest-28.0.1.tgz",
-      "integrity": "sha512-PbkbitaT/9ZYAqqzk3UYTvCq080Seo46T3m/AdwcZ0D8WH2uBhG6PvA8oOAWsZIknzPQU66fYobvFCL8IqIhmg==",
+      "version": "28.0.2",
+      "resolved": "https://registry.npmjs.org/ts-jest/-/ts-jest-28.0.2.tgz",
+      "integrity": "sha512-IOZMb3D0gx6IHO9ywPgiQxJ3Zl4ECylEFwoVpENB55aTn5sdO0Ptyx/7noNBxAaUff708RqQL4XBNxxOVjY0vQ==",
       "dev": true,
       "dependencies": {
         "bs-logger": "0.x",
@@ -8595,9 +8595,9 @@
           "integrity": "sha512-8+9WqebbFzpX9OR+Wa6O29asIogeRMzcGtAINdpMHHyAg10f05aSFVBbcEqGf/PXw1EjAZ+q2/bEBg3DvurK3Q=="
         },
         "globals": {
-          "version": "13.13.0",
-          "resolved": "https://registry.npmjs.org/globals/-/globals-13.13.0.tgz",
-          "integrity": "sha512-EQ7Q18AJlPwp3vUDL4mKA0KXrXyNIQyWon6T6XQiBQF0XHvRsiCSrWmmeATpUzdJN2HhWZU6Pdl0a9zdep5p6A==",
+          "version": "13.14.0",
+          "resolved": "https://registry.npmjs.org/globals/-/globals-13.14.0.tgz",
+          "integrity": "sha512-ERO68sOYwm5UuLvSJTY7w7NP2c8S4UcXs3X1GBX8cwOr+ShOcDBbCY5mH4zxz0jsYCdJ8ve8Mv9n2YGJMB1aeg==",
           "requires": {
             "type-fest": "^0.20.2"
           }
@@ -9928,9 +9928,9 @@
           "integrity": "sha512-TtpcNJ3XAzx3Gq8sWRzJaVajRs0uVxA2YAkdb1jm2YkPz4G6egUFAyA3n5vtEIZefPk5Wa4UXbKuS5fKkJWdgA=="
         },
         "globals": {
-          "version": "13.13.0",
-          "resolved": "https://registry.npmjs.org/globals/-/globals-13.13.0.tgz",
-          "integrity": "sha512-EQ7Q18AJlPwp3vUDL4mKA0KXrXyNIQyWon6T6XQiBQF0XHvRsiCSrWmmeATpUzdJN2HhWZU6Pdl0a9zdep5p6A==",
+          "version": "13.14.0",
+          "resolved": "https://registry.npmjs.org/globals/-/globals-13.14.0.tgz",
+          "integrity": "sha512-ERO68sOYwm5UuLvSJTY7w7NP2c8S4UcXs3X1GBX8cwOr+ShOcDBbCY5mH4zxz0jsYCdJ8ve8Mv9n2YGJMB1aeg==",
           "requires": {
             "type-fest": "^0.20.2"
           }
@@ -12681,9 +12681,9 @@
       }
     },
     "ts-jest": {
-      "version": "28.0.1",
-      "resolved": "https://registry.npmjs.org/ts-jest/-/ts-jest-28.0.1.tgz",
-      "integrity": "sha512-PbkbitaT/9ZYAqqzk3UYTvCq080Seo46T3m/AdwcZ0D8WH2uBhG6PvA8oOAWsZIknzPQU66fYobvFCL8IqIhmg==",
+      "version": "28.0.2",
+      "resolved": "https://registry.npmjs.org/ts-jest/-/ts-jest-28.0.2.tgz",
+      "integrity": "sha512-IOZMb3D0gx6IHO9ywPgiQxJ3Zl4ECylEFwoVpENB55aTn5sdO0Ptyx/7noNBxAaUff708RqQL4XBNxxOVjY0vQ==",
       "dev": true,
       "requires": {
         "bs-logger": "0.x",
diff --git a/typescriptions/src/starterChallenges/countUniqueValues.ts b/typescriptions/src/simpleChallenges/countUniqueValues.ts
similarity index 100%
rename from typescriptions/src/starterChallenges/countUniqueValues.ts
rename to typescriptions/src/simpleChallenges/countUniqueValues.ts
diff --git a/typescriptions/src/starterChallenges/isAnagram.ts b/typescriptions/src/simpleChallenges/isAnagram.ts
similarity index 100%
rename from typescriptions/src/starterChallenges/isAnagram.ts
rename to typescriptions/src/simpleChallenges/isAnagram.ts
diff --git a/typescriptions/src/starterChallenges/maxSubArraySum.ts b/typescriptions/src/simpleChallenges/maxSubArraySum.ts
similarity index 100%
rename from typescriptions/src/starterChallenges/maxSubArraySum.ts
rename to typescriptions/src/simpleChallenges/maxSubArraySum.ts
diff --git a/typescriptions/src/simpleChallenges/singleNum.ts b/typescriptions/src/simpleChallenges/singleNum.ts
new file mode 100644
index 0000000..aba166c
--- /dev/null
+++ b/typescriptions/src/simpleChallenges/singleNum.ts
@@ -0,0 +1,20 @@
+const arr = [0, 1, 0, 1, 0, 1, 99];
+
+const singleNum = (arr: number[]) => {
+  let candidates = new Set();
+  let countsMap: { [key: number]: number } = {};
+  for (let num of arr) {
+    if (!countsMap[num]) {
+      candidates.add(num);
+      countsMap[num] = 1;
+    } else {
+      if (candidates.has(num)) {
+        candidates.delete(num);
+      }
+      countsMap[num] += 1;
+    }
+  }
+  const [result] = [...candidates];
+  return result;
+}
+
diff --git a/typescriptions/src/starterChallenges/squareFrequencies.ts b/typescriptions/src/simpleChallenges/squareFrequencies.ts
similarity index 100%
rename from typescriptions/src/starterChallenges/squareFrequencies.ts
rename to typescriptions/src/simpleChallenges/squareFrequencies.ts

From b2acb6555510a7fecbfce7c0654c4215b9e78348 Mon Sep 17 00:00:00 2001
From: whbrown <william@whbrown.org>
Date: Mon, 9 May 2022 20:50:56 -0400
Subject: [PATCH 05/11] Add more simple_challenges.rs solutions

---
 "laboc\303\251dai/src/lib.rs"               | 65 +++++++++++----
 "laboc\303\251dai/src/problem_patterns.rs"  | 22 -----
 "laboc\303\251dai/src/simple_challenges.rs" | 92 +++++++++++++++++++++
 "laboc\303\251dai/src/sum_up_to.rs"         |  3 -
 4 files changed, 142 insertions(+), 40 deletions(-)
 delete mode 100644 "laboc\303\251dai/src/problem_patterns.rs"
 create mode 100644 "laboc\303\251dai/src/simple_challenges.rs"
 delete mode 100644 "laboc\303\251dai/src/sum_up_to.rs"

diff --git "a/laboc\303\251dai/src/lib.rs" "b/laboc\303\251dai/src/lib.rs"
index b423f5a..c09b4b8 100644
--- "a/laboc\303\251dai/src/lib.rs"
+++ "b/laboc\303\251dai/src/lib.rs"
@@ -1,22 +1,57 @@
-pub mod problem_patterns;
-pub mod sum_up_to;
+pub mod simple_challenges;
 
 #[cfg(test)]
 mod tests {
-    use crate::problem_patterns::*;
-    use crate::sum_up_to::*;
+    mod simple_challenges {
+        use crate::simple_challenges::*;
 
-    #[test]
-    fn test_sum_up_to() {
-        assert_eq!(sum_up_to(5), 5 + 4 + 3 + 2 + 1);
-        assert_eq!(sum_up_to(0), 0);
-    }
+        #[test]
+        fn test_sum_up_to() {
+            assert_eq!(sum_up_to(5), 5 + 4 + 3 + 2 + 1);
+            assert_eq!(sum_up_to(0), 0);
+        }
+
+        #[test]
+        fn test_is_valid_anagram() {
+            assert_eq!(is_valid_anagram("anagram", "nagaram"), true);
+            assert_eq!(is_valid_anagram("rat", "car"), false);
+            assert_eq!(is_valid_anagram("", ""), true);
+            assert_eq!(is_valid_anagram("", " "), false);
+            assert_eq!(is_valid_anagram("texttwisttime", "timetwisttext"), true);
+        }
+
+        #[test]
+        fn test_sum_zero() {
+            assert_eq!(sum_zero(&vec![-3, -2, -1, 0, 1, 2, 3]), Some((-3, 3)));
+            assert_eq!(sum_zero(&vec![-2, 0, 1, 3]), None);
+            assert_eq!(sum_zero(&vec![-3, -2, 0, 1]), None);
+            assert_eq!(sum_zero(&vec![1, 2, 3]), None);
+            assert_eq!(sum_zero(&vec![]), None);
+            assert_eq!(sum_zero(&vec![1]), None);
+            assert_eq!(sum_zero(&vec![-1, 1]), Some((-1, 1)));
+        }
+
+        #[test]
+        fn test_count_uniques() {
+            assert_eq!(count_uniques(&vec![-3, -2, -1, 0, 1, 2, 3]), 7);
+            assert_eq!(count_uniques(&vec![-3, -3, -1, 0, 1, 2, 3]), 6);
+            assert_eq!(count_uniques(&vec![-3, -3, -1, 0, 1, 2, 2]), 5);
+            assert_eq!(count_uniques(&vec![-3]), 1);
+            assert_eq!(count_uniques(&vec![]), 0);
+        }
+
+        #[test]
+        fn test_sum_nums() {
+            assert_eq!(sum_nums(&[1, 2, 3]), 6)
+        }
 
-    #[test]
-    fn test_is_valid_anagram() {
-        assert_eq!(is_valid_anagram("anagram", "nagaram"), true);
-        assert_eq!(is_valid_anagram("rat", "car"), false);
-        assert_eq!(is_valid_anagram("", ""), true);
-        assert_eq!(is_valid_anagram("texttwisttime", "timetwisttext"), true);
+        #[test]
+        fn test_max_n_width_sub_array() {
+            assert_eq!(max_n_width_sub_array_sum(&[1, 2, 5, 2, 8, 1, 5], 2), Some(10));
+            assert_eq!(max_n_width_sub_array_sum(&[1, 2, 5, 2, 8, 1, 5], 4), Some(17));
+            assert_eq!(max_n_width_sub_array_sum(&[4, 2, 1, 6], 1), Some(6));
+            assert_eq!(max_n_width_sub_array_sum(&[4, 2, 1, 6, 2], 4), Some(13));
+            assert_eq!(max_n_width_sub_array_sum(&[], 4), None);
+        }
     }
 }
diff --git "a/laboc\303\251dai/src/problem_patterns.rs" "b/laboc\303\251dai/src/problem_patterns.rs"
deleted file mode 100644
index 73266e9..0000000
--- "a/laboc\303\251dai/src/problem_patterns.rs"
+++ /dev/null
@@ -1,22 +0,0 @@
-use std::collections::HashMap;
-
-pub fn is_valid_anagram(string_1: &str, string_2: &str) -> bool {
-    if string_1.len() != string_2.len() {
-        return false;
-    }
-    let mut freq_counter = string_1
-        .chars()
-        .fold(HashMap::new(), |mut freq_counter, c| {
-            *freq_counter.entry(c.to_string()).or_insert(0) += 1;
-            freq_counter
-        });
-    for c in string_2.chars() {
-        let count = freq_counter.entry(c.to_string()).or_insert(0);
-        *count -= 1;
-        if count < &mut 0 {
-            return false;
-        }
-    }
-
-    return true;
-}
diff --git "a/laboc\303\251dai/src/simple_challenges.rs" "b/laboc\303\251dai/src/simple_challenges.rs"
new file mode 100644
index 0000000..a16de55
--- /dev/null
+++ "b/laboc\303\251dai/src/simple_challenges.rs"
@@ -0,0 +1,92 @@
+
+pub fn sum_up_to(num: usize) -> usize {
+    (0..=num).into_iter().fold(0, |acc, n| acc + n)
+}
+
+pub fn is_valid_anagram(string_1: &str, string_2: &str) -> bool {
+    use std::collections::HashMap;
+    if string_1.len() != string_2.len() {
+        return false;
+    }
+    let mut freq_counter = string_1
+        .chars()
+        .fold(HashMap::new(), |mut freq_counter, c| {
+            *freq_counter.entry(c.to_string()).or_insert(0) += 1;
+            freq_counter
+        });
+    for c in string_2.chars() {
+        let count = freq_counter.entry(c.to_string()).or_insert(0);
+        *count -= 1;
+        if count < &mut 0 {
+            return false;
+        }
+    }
+    true
+}
+
+pub fn sum_zero(nums: &[i32]) -> Option<(i32, i32)> {
+    if nums.len() < 2 {
+        return None;
+    }
+    let mut first_cursor = 0;
+    let mut second_cursor = nums.len() - 1;
+    while first_cursor < second_cursor {
+        if nums[first_cursor] + nums[second_cursor] < 0 {
+            first_cursor += 1;
+        } else if first_cursor != second_cursor && nums[first_cursor] + nums[second_cursor] > 0 {
+            second_cursor -= 1;
+        } else {
+            return Some((nums[first_cursor], nums[second_cursor]));
+        }
+    }
+    None
+}
+
+// use std::collections::HashSet;
+pub fn count_uniques(nums: &[isize]) -> usize {
+    // // linear aux. space; linear timu
+    // let set: HashSet<isize> = HashSet::from_iter(nums.into_iter());
+    // set.len()
+
+    // constant aux. space; linear time
+    let mut uniques = 0;
+    if nums.len() < 2 {
+        return nums.len();
+    }
+    let mut comparison = 0;
+    for (i, num) in nums.iter().enumerate() {
+        if i == 0 || num != &nums[comparison] {
+            uniques += 1;
+            comparison = i
+        }
+    }
+    uniques
+}
+
+pub fn sum_nums(nums: &[isize]) -> isize {
+    nums.iter().fold(0, |acc, num| acc + num)
+}
+
+pub fn max_n_width_sub_array_sum(nums: &[isize], n: usize) -> Option<isize> {
+    /* Calculates the maximum sum of n consecutive elements of the collection of nums */
+    if nums.len() < n {
+        return None;
+    }
+    let mut max_sum: Option<isize> = None;
+    let mut j = n;
+    for (i, _) in nums.iter().enumerate() {
+        if i + n <= nums.len() {
+            let sum = sum_nums(&nums[i..j]);
+            match max_sum {
+                Some(s) => {
+                    if sum > s {
+                        max_sum = Some(sum);
+                    }
+                },
+                None => max_sum = Some(sum)
+            }
+            j += 1;
+        }
+    }
+    max_sum
+}
diff --git "a/laboc\303\251dai/src/sum_up_to.rs" "b/laboc\303\251dai/src/sum_up_to.rs"
deleted file mode 100644
index 8b5218c..0000000
--- "a/laboc\303\251dai/src/sum_up_to.rs"
+++ /dev/null
@@ -1,3 +0,0 @@
-pub fn sum_up_to(num: usize) -> usize {
-    (0..=num).into_iter().fold(0, |acc, n| acc + n)
-}

From c656dc03dfbc84705e8e8be5ec3cee33cc63d72b Mon Sep 17 00:00:00 2001
From: whbrown <william@whbrown.org>
Date: Tue, 10 May 2022 21:08:12 -0400
Subject: [PATCH 06/11] Add recursion.rs

---
 "laboc\303\251dai/src/lib.rs"               | 54 ++++++++++++++++++++-
 "laboc\303\251dai/src/recursion.rs"         | 39 +++++++++++++++
 "laboc\303\251dai/src/simple_challenges.rs" | 23 ++++-----
 3 files changed, 100 insertions(+), 16 deletions(-)
 create mode 100644 "laboc\303\251dai/src/recursion.rs"

diff --git "a/laboc\303\251dai/src/lib.rs" "b/laboc\303\251dai/src/lib.rs"
index c09b4b8..c3421a6 100644
--- "a/laboc\303\251dai/src/lib.rs"
+++ "b/laboc\303\251dai/src/lib.rs"
@@ -1,4 +1,5 @@
 pub mod simple_challenges;
+pub mod recursion;
 
 #[cfg(test)]
 mod tests {
@@ -47,11 +48,60 @@ mod tests {
 
         #[test]
         fn test_max_n_width_sub_array() {
-            assert_eq!(max_n_width_sub_array_sum(&[1, 2, 5, 2, 8, 1, 5], 2), Some(10));
-            assert_eq!(max_n_width_sub_array_sum(&[1, 2, 5, 2, 8, 1, 5], 4), Some(17));
+            assert_eq!(
+                max_n_width_sub_array_sum(&[1, 2, 5, 2, 8, 1, 5], 2),
+                Some(10)
+            );
+            assert_eq!(
+                max_n_width_sub_array_sum(&[1, 2, 5, 2, 8, 1, 5], 4),
+                Some(17)
+            );
             assert_eq!(max_n_width_sub_array_sum(&[4, 2, 1, 6], 1), Some(6));
             assert_eq!(max_n_width_sub_array_sum(&[4, 2, 1, 6, 2], 4), Some(13));
             assert_eq!(max_n_width_sub_array_sum(&[], 4), None);
         }
     }
+
+    mod recursion {
+        use crate::recursion::*;
+        #[test]
+        fn test_power() {
+            assert_eq!(power(2, 2), 2_usize.pow(2));
+            assert_eq!(power(6, 1), 6_usize.pow(1));
+            assert_eq!(power(2, 8), 2_usize.pow(8));
+            assert_eq!(power(0, 2), 0_usize.pow(2));
+            assert_eq!(power(2, 0), 2_usize.pow(0));
+        }
+
+        #[test]
+        fn test_factorial() {
+            assert_eq!(factorial(3), 3 * 2 * 1);
+            assert_eq!(factorial(5), 5 * 4 * 3 * 2 * 1);
+            assert_eq!(factorial(1), 1);
+            assert_eq!(factorial(0), 1);
+        }
+
+        #[test]
+        fn test_product_of_nums() {
+            assert_eq!(product_of_nums(&[1, 2, 3]), Some(1 * 2 * 3));
+            assert_eq!(product_of_nums(&[1, -2, 3]), Some(1 * -2 * 3));
+            assert_eq!(product_of_nums(&[1, -2, 0]), Some(1 * -2 * 0));
+            assert_eq!(product_of_nums(&[]), None);
+        }
+
+        #[test]
+        fn test_sum_up_to() {
+            assert_eq!(sum_up_to(5), 0 + 1 + 2 + 3 + 4 + 5);
+            assert_eq!(sum_up_to(1), 0 + 1);
+            assert_eq!(sum_up_to(0), 0);
+        }
+
+        #[test]
+        fn test_fibonacci() {
+            assert_eq!(fibonacci(4), 3);
+            assert_eq!(fibonacci(10), 55);
+            assert_eq!(fibonacci(28), 317811);
+            assert_eq!(fibonacci(35), 9227465);
+        }
+    }
 }
diff --git "a/laboc\303\251dai/src/recursion.rs" "b/laboc\303\251dai/src/recursion.rs"
new file mode 100644
index 0000000..fe68fbe
--- /dev/null
+++ "b/laboc\303\251dai/src/recursion.rs"
@@ -0,0 +1,39 @@
+pub fn power(base: usize, exponent: usize) -> usize {
+    if exponent == 0 {
+        return 1;
+    }
+    base * power(base, exponent - 1)
+}
+
+pub fn factorial(num: usize) -> usize {
+    if num <= 1 {
+        return 1;
+    }
+    num * factorial(num - 1)
+}
+
+pub fn product_of_nums(nums: &[isize]) -> Option<isize> {
+    if nums.len() == 0 {
+        return None;
+    }
+    let next_product = product_of_nums(&nums[1..]);
+    if let Some(product) = next_product {
+        return Some(nums[0] * product);
+    }
+    Some(nums[0])
+}
+
+pub fn sum_up_to(num: usize) -> usize {
+    if num == 0 {
+        return 0;
+    }
+    num + sum_up_to(num - 1)
+}
+
+pub fn fibonacci(n: usize) -> usize {
+    /* returns the nth number in the fibonacci sequence */
+    if n == 1 || n == 2 {
+        return 1;
+    }
+    fibonacci(n - 1) + fibonacci(n - 2)
+}
\ No newline at end of file
diff --git "a/laboc\303\251dai/src/simple_challenges.rs" "b/laboc\303\251dai/src/simple_challenges.rs"
index a16de55..ad1670f 100644
--- "a/laboc\303\251dai/src/simple_challenges.rs"
+++ "b/laboc\303\251dai/src/simple_challenges.rs"
@@ -1,4 +1,3 @@
-
 pub fn sum_up_to(num: usize) -> usize {
     (0..=num).into_iter().fold(0, |acc, n| acc + n)
 }
@@ -72,21 +71,17 @@ pub fn max_n_width_sub_array_sum(nums: &[isize], n: usize) -> Option<isize> {
     if nums.len() < n {
         return None;
     }
-    let mut max_sum: Option<isize> = None;
-    let mut j = n;
+    let mut sum = sum_nums(&nums[0..n]);
+    let mut max_sum = sum;
     for (i, _) in nums.iter().enumerate() {
-        if i + n <= nums.len() {
-            let sum = sum_nums(&nums[i..j]);
-            match max_sum {
-                Some(s) => {
-                    if sum > s {
-                        max_sum = Some(sum);
-                    }
-                },
-                None => max_sum = Some(sum)
+        if i > 0 && i + n <= nums.len() {
+            sum -= nums[i - 1];
+            sum += nums[i + n - 1];
+
+            if sum > max_sum {
+                max_sum = sum
             }
-            j += 1;
         }
     }
-    max_sum
+    Some(max_sum)
 }

From 92d4a62c0d0dafb6035c05608881000f01e913f9 Mon Sep 17 00:00:00 2001
From: whbrown <william@whbrown.org>
Date: Wed, 11 May 2022 08:22:47 -0400
Subject: [PATCH 07/11] Add linear and binary search.rs

---
 "laboc\303\251dai/src/lib.rs"       | 26 ++++++++++++++++++++++++
 "laboc\303\251dai/src/recursion.rs" | 11 ++++++++++
 "laboc\303\251dai/src/search.rs"    | 31 +++++++++++++++++++++++++++++
 3 files changed, 68 insertions(+)
 create mode 100644 "laboc\303\251dai/src/search.rs"

diff --git "a/laboc\303\251dai/src/lib.rs" "b/laboc\303\251dai/src/lib.rs"
index c3421a6..697cd40 100644
--- "a/laboc\303\251dai/src/lib.rs"
+++ "b/laboc\303\251dai/src/lib.rs"
@@ -1,5 +1,6 @@
 pub mod simple_challenges;
 pub mod recursion;
+pub mod search;
 
 #[cfg(test)]
 mod tests {
@@ -103,5 +104,30 @@ mod tests {
             assert_eq!(fibonacci(28), 317811);
             assert_eq!(fibonacci(35), 9227465);
         }
+
+        #[test]
+        fn test_reverse() {
+            assert_eq!(reverse("abcdef"), "fedcba");
+            assert_eq!(reverse("test"), "tset");
+            assert_eq!(reverse(""), "");
+        }
+    }
+
+    mod search {
+        use crate::search::*;
+
+        #[test]
+        fn test_linear_search() {
+            assert_eq!(linear_search(&[7, 4, 3, 1, 5], 3), 2);
+            assert_eq!(linear_search(&[5, 3, 2, 3, 4, 5], 6), -1);
+            assert_eq!(linear_search(&[], 6), -1);
+        }
+
+        #[test]
+        fn test_binary_search_nums() {
+            assert_eq!(binary_search_nums(&[1, 2, 3, 4, 5], 3), 2);
+            assert_eq!(binary_search_nums(&[1, 2, 3, 3, 4, 5], 6), -1);
+            assert_eq!(binary_search_nums(&[], 6), -1);
+        }
     }
 }
diff --git "a/laboc\303\251dai/src/recursion.rs" "b/laboc\303\251dai/src/recursion.rs"
index fe68fbe..9c8ccb6 100644
--- "a/laboc\303\251dai/src/recursion.rs"
+++ "b/laboc\303\251dai/src/recursion.rs"
@@ -36,4 +36,15 @@ pub fn fibonacci(n: usize) -> usize {
         return 1;
     }
     fibonacci(n - 1) + fibonacci(n - 2)
+}
+
+pub fn reverse(s: &str) -> String {
+    if s.len() == 0 {
+        return s.to_owned();
+    }
+    let char = match s.chars().nth(0) {
+        Some(c) => c.to_string(),
+        None => "".to_string()
+    };
+    return reverse(&s[1..s.len()]) + &char
 }
\ No newline at end of file
diff --git "a/laboc\303\251dai/src/search.rs" "b/laboc\303\251dai/src/search.rs"
new file mode 100644
index 0000000..56d5005
--- /dev/null
+++ "b/laboc\303\251dai/src/search.rs"
@@ -0,0 +1,31 @@
+pub fn linear_search(nums: &[isize], target: isize) -> isize {
+    /* takes a collection of nums and a target number to search for;
+     returns the index or -1 if not found */
+    for (i, num) in nums.iter().enumerate() {
+        if num == &target {
+            return i.try_into().unwrap();
+        }
+    }
+    -1
+}
+
+pub fn binary_search_nums(nums: &[isize], target: isize) -> isize {
+    /* takes a collection of nums and a target number to search for;
+     returns the index or -1 if not found */
+    if nums.len() == 0 {
+        return -1;
+    }
+    let mut left = 0;
+    let mut right = nums.len() - 1;
+    while left < right {
+        let midpoint = (left + right) / 2;
+        if nums[midpoint] == target {
+            return midpoint.try_into().unwrap();
+        } else if nums[midpoint] < target {
+            right = midpoint;
+        } else if nums[midpoint] > target {
+            left = midpoint;
+        }
+    }
+    -1
+}
\ No newline at end of file

From ca74189efd0b6c7f7bbd54f821937e2715d08067 Mon Sep 17 00:00:00 2001
From: whbrown <william@whbrown.org>
Date: Wed, 11 May 2022 23:05:49 -0400
Subject: [PATCH 08/11] Add sort.rs

---
 "laboc\303\251dai/src/lib.rs"       | 47 +++++++++++++++++++++++++++--
 "laboc\303\251dai/src/recursion.rs" |  6 ++--
 "laboc\303\251dai/src/search.rs"    | 16 +++++-----
 "laboc\303\251dai/src/sort.rs"      | 44 +++++++++++++++++++++++++++
 4 files changed, 100 insertions(+), 13 deletions(-)
 create mode 100644 "laboc\303\251dai/src/sort.rs"

diff --git "a/laboc\303\251dai/src/lib.rs" "b/laboc\303\251dai/src/lib.rs"
index 697cd40..9212ae5 100644
--- "a/laboc\303\251dai/src/lib.rs"
+++ "b/laboc\303\251dai/src/lib.rs"
@@ -1,6 +1,7 @@
-pub mod simple_challenges;
 pub mod recursion;
 pub mod search;
+pub mod simple_challenges;
+pub mod sort;
 
 #[cfg(test)]
 mod tests {
@@ -125,9 +126,51 @@ mod tests {
 
         #[test]
         fn test_binary_search_nums() {
-            assert_eq!(binary_search_nums(&[1, 2, 3, 4, 5], 3), 2);
+            assert_eq!(binary_search_nums(&[1, 2, 3, 4, 5], 1), 0);
             assert_eq!(binary_search_nums(&[1, 2, 3, 3, 4, 5], 6), -1);
+            assert_eq!(binary_search_nums(&[3, 3, 3, 4, 5, 5, 6], 6), 6);
+            assert_eq!(binary_search_nums(&[3, 3, 3, 4, 5, 5, 5, 6], 6), 7);
             assert_eq!(binary_search_nums(&[], 6), -1);
         }
     }
+
+    mod sort {
+        use crate::sort::*;
+
+        #[test]
+        fn test_bubble_sort() {
+            assert_eq!(
+                bubble_sort(&mut [29, 10, 14, 30, 37, 14, 18]),
+                [10, 14, 14, 18, 29, 30, 37]
+            );
+            assert_eq!(bubble_sort(&mut []), []);
+            assert_eq!(bubble_sort(&mut [1, 1, 1, 2, 1]), [1, 1, 1, 1, 2]);
+            assert_eq!(bubble_sort(&mut [2, 1, 1, 1, 2]), [1, 1, 1, 2, 2]);
+            assert_eq!(bubble_sort(&mut [1]), [1]);
+        }
+
+        #[test]
+        fn test_selection_sort() {
+            assert_eq!(
+                selection_sort(&mut [29, 10, 14, 30, 37, 14, 18]),
+                [10, 14, 14, 18, 29, 30, 37]
+            );
+            assert_eq!(selection_sort(&mut []), []);
+            assert_eq!(selection_sort(&mut [1, 1, 1, 2, 1]), [1, 1, 1, 1, 2]);
+            assert_eq!(selection_sort(&mut [2, 1, 1, 1, 2]), [1, 1, 1, 2, 2]);
+            assert_eq!(selection_sort(&mut [1]), [1]);
+        }
+
+        #[test]
+        fn test_insertion_sort() {
+            assert_eq!(
+                insertion_sort(&mut [29, 10, 14, 30, 37, 14, 18]),
+                [10, 14, 14, 18, 29, 30, 37]
+            );
+            assert_eq!(insertion_sort(&mut []), []);
+            assert_eq!(insertion_sort(&mut [1, 1, 1, 2, 1]), [1, 1, 1, 1, 2]);
+            assert_eq!(insertion_sort(&mut [2, 1, 1, 1, 2]), [1, 1, 1, 2, 2]);
+            assert_eq!(insertion_sort(&mut [1]), [1]);
+        }
+    }
 }
diff --git "a/laboc\303\251dai/src/recursion.rs" "b/laboc\303\251dai/src/recursion.rs"
index 9c8ccb6..f4442ab 100644
--- "a/laboc\303\251dai/src/recursion.rs"
+++ "b/laboc\303\251dai/src/recursion.rs"
@@ -44,7 +44,7 @@ pub fn reverse(s: &str) -> String {
     }
     let char = match s.chars().nth(0) {
         Some(c) => c.to_string(),
-        None => "".to_string()
+        None => "".to_string(),
     };
-    return reverse(&s[1..s.len()]) + &char
-}
\ No newline at end of file
+    return reverse(&s[1..s.len()]) + &char;
+}
diff --git "a/laboc\303\251dai/src/search.rs" "b/laboc\303\251dai/src/search.rs"
index 56d5005..2bb6938 100644
--- "a/laboc\303\251dai/src/search.rs"
+++ "b/laboc\303\251dai/src/search.rs"
@@ -1,6 +1,6 @@
 pub fn linear_search(nums: &[isize], target: isize) -> isize {
     /* takes a collection of nums and a target number to search for;
-     returns the index or -1 if not found */
+    returns the index or -1 if not found */
     for (i, num) in nums.iter().enumerate() {
         if num == &target {
             return i.try_into().unwrap();
@@ -10,22 +10,22 @@ pub fn linear_search(nums: &[isize], target: isize) -> isize {
 }
 
 pub fn binary_search_nums(nums: &[isize], target: isize) -> isize {
-    /* takes a collection of nums and a target number to search for;
-     returns the index or -1 if not found */
+    /* takes a sorted collection of nums and a target number to search for;
+    returns the index or -1 if not found */
     if nums.len() == 0 {
         return -1;
     }
     let mut left = 0;
     let mut right = nums.len() - 1;
-    while left < right {
+    while left <= right {
         let midpoint = (left + right) / 2;
         if nums[midpoint] == target {
             return midpoint.try_into().unwrap();
-        } else if nums[midpoint] < target {
-            right = midpoint;
         } else if nums[midpoint] > target {
-            left = midpoint;
+            right = midpoint - 1;
+        } else if nums[midpoint] < target {
+            left = midpoint + 1;
         }
     }
     -1
-}
\ No newline at end of file
+}
diff --git "a/laboc\303\251dai/src/sort.rs" "b/laboc\303\251dai/src/sort.rs"
new file mode 100644
index 0000000..d52d2dd
--- /dev/null
+++ "b/laboc\303\251dai/src/sort.rs"
@@ -0,0 +1,44 @@
+pub fn bubble_sort(nums: &mut [isize]) -> &mut [isize] {
+    for i in 0..nums.len() {
+        let mut hasnt_swapped = true;
+        for j in 0..nums.len() - i {
+            if j < nums.len() - 1 && nums[j] > nums[j + 1] {
+                nums.swap(j, j + 1);
+                hasnt_swapped = false;
+            }
+        }
+        if hasnt_swapped {
+            return nums;
+        }
+    }
+    nums
+}
+
+pub fn selection_sort(nums: &mut [isize]) -> &mut [isize] {
+    for i in 0..nums.len() {
+        let mut min_num_idx = i;
+        for j in i..nums.len() {
+            if nums[j] < nums[min_num_idx] {
+                min_num_idx = j;
+            }
+        }
+        nums.swap(i, min_num_idx);
+    }
+    nums
+}
+
+pub fn insertion_sort(nums: &mut [isize]) -> &mut [isize] {
+    if nums.len() < 2 {
+        return nums;
+    }
+    for i in 1..nums.len() {
+        for j in (0..i).rev() {
+            if nums[j + 1] < nums[j] {
+                nums.swap(j, j + 1);
+            } else {
+                break;
+            }
+        }
+    }
+    nums
+}

From d59bb3a48dbc6fdb0dc85cafe3f92adc4a00a413 Mon Sep 17 00:00:00 2001
From: whbrown <william@whbrown.org>
Date: Thu, 12 May 2022 00:10:11 -0400
Subject: [PATCH 09/11] Add merge fn for merge sort.rs; Move eslint to dev dep

---
 "laboc\303\251dai/src/lib.rs"       |   7 +
 "laboc\303\251dai/src/recursion.rs" |   4 +-
 "laboc\303\251dai/src/search.rs"    |   2 +-
 "laboc\303\251dai/src/sort.rs"      |  27 +++
 typescriptions/package-lock.json    | 314 +++++++++++++++++++++-------
 typescriptions/package.json         |   4 +-
 6 files changed, 280 insertions(+), 78 deletions(-)

diff --git "a/laboc\303\251dai/src/lib.rs" "b/laboc\303\251dai/src/lib.rs"
index 9212ae5..b73cd24 100644
--- "a/laboc\303\251dai/src/lib.rs"
+++ "b/laboc\303\251dai/src/lib.rs"
@@ -172,5 +172,12 @@ mod tests {
             assert_eq!(insertion_sort(&mut [2, 1, 1, 1, 2]), [1, 1, 1, 2, 2]);
             assert_eq!(insertion_sort(&mut [1]), [1]);
         }
+
+        #[test]
+        fn test_merge() {
+            assert_eq!(merge(&[1, 2, 3], &[4, 5, 6]), vec![1, 2, 3, 4, 5, 6]);
+            assert_eq!(merge(&[], &[]), vec![]);
+            assert_eq!(merge(&[1, 3, 5], &[2, 4, 6]), vec![1, 2, 3, 4, 5, 6]);
+        }
     }
 }
diff --git "a/laboc\303\251dai/src/recursion.rs" "b/laboc\303\251dai/src/recursion.rs"
index f4442ab..c6e6fa3 100644
--- "a/laboc\303\251dai/src/recursion.rs"
+++ "b/laboc\303\251dai/src/recursion.rs"
@@ -39,10 +39,10 @@ pub fn fibonacci(n: usize) -> usize {
 }
 
 pub fn reverse(s: &str) -> String {
-    if s.len() == 0 {
+    if s.is_empty() {
         return s.to_owned();
     }
-    let char = match s.chars().nth(0) {
+    let char = match s.chars().next() {
         Some(c) => c.to_string(),
         None => "".to_string(),
     };
diff --git "a/laboc\303\251dai/src/search.rs" "b/laboc\303\251dai/src/search.rs"
index 2bb6938..3b3c19f 100644
--- "a/laboc\303\251dai/src/search.rs"
+++ "b/laboc\303\251dai/src/search.rs"
@@ -12,7 +12,7 @@ pub fn linear_search(nums: &[isize], target: isize) -> isize {
 pub fn binary_search_nums(nums: &[isize], target: isize) -> isize {
     /* takes a sorted collection of nums and a target number to search for;
     returns the index or -1 if not found */
-    if nums.len() == 0 {
+    if nums.is_empty() {
         return -1;
     }
     let mut left = 0;
diff --git "a/laboc\303\251dai/src/sort.rs" "b/laboc\303\251dai/src/sort.rs"
index d52d2dd..9bb0fb7 100644
--- "a/laboc\303\251dai/src/sort.rs"
+++ "b/laboc\303\251dai/src/sort.rs"
@@ -42,3 +42,30 @@ pub fn insertion_sort(nums: &mut [isize]) -> &mut [isize] {
     }
     nums
 }
+
+pub fn merge(first_arr: &[isize], second_arr: &[isize]) -> Vec<isize> {
+    /* merges two similarly sorted arrays */
+    let mut merged = Vec::with_capacity(first_arr.len() + second_arr.len());
+    let mut i = 0;
+    let mut j = 0;
+    while i < first_arr.len() && j < second_arr.len() {
+        if first_arr[i] <= second_arr[j] {
+            merged.push(first_arr[i]);
+            i += 1;
+        } else if first_arr[i] > second_arr[j] {
+            merged.push(second_arr[j]);
+            j += 1;
+        }
+    }
+    // push remaining values in unexhausted array into merged
+    if i < first_arr.len() {
+        for num in first_arr.iter().skip(i) {
+            merged.push(*num);
+        }
+    } else if j < second_arr.len() {
+        for num in second_arr.iter().skip(j) {
+            merged.push(*num);
+        }
+    }
+    merged
+}
diff --git a/typescriptions/package-lock.json b/typescriptions/package-lock.json
index 880ab85..72c5675 100644
--- a/typescriptions/package-lock.json
+++ b/typescriptions/package-lock.json
@@ -8,9 +8,6 @@
       "name": "algorithms-and-datastructures",
       "version": "1.0.0",
       "license": "ISC",
-      "dependencies": {
-        "eslint": "^8.15.0"
-      },
       "devDependencies": {
         "@babel/core": "^7.17.10",
         "@babel/preset-env": "^7.17.10",
@@ -18,6 +15,7 @@
         "@types/jest": "^27.5.0",
         "@types/node": "^17.0.31",
         "babel-jest": "^28.1.0",
+        "eslint": "^8.15.0",
         "jest": "^28.1.0",
         "ts-jest": "^28.0.1"
       }
@@ -1661,6 +1659,7 @@
       "version": "1.2.3",
       "resolved": "https://registry.npmjs.org/@eslint/eslintrc/-/eslintrc-1.2.3.tgz",
       "integrity": "sha512-uGo44hIwoLGNyduRpjdEpovcbMdd+Nv7amtmJxnKmI8xj6yd5LncmSwDa5NgX/41lIFJtkjD6YdVfgEzPfJ5UA==",
+      "dev": true,
       "dependencies": {
         "ajv": "^6.12.4",
         "debug": "^4.3.2",
@@ -1679,12 +1678,14 @@
     "node_modules/@eslint/eslintrc/node_modules/argparse": {
       "version": "2.0.1",
       "resolved": "https://registry.npmjs.org/argparse/-/argparse-2.0.1.tgz",
-      "integrity": "sha512-8+9WqebbFzpX9OR+Wa6O29asIogeRMzcGtAINdpMHHyAg10f05aSFVBbcEqGf/PXw1EjAZ+q2/bEBg3DvurK3Q=="
+      "integrity": "sha512-8+9WqebbFzpX9OR+Wa6O29asIogeRMzcGtAINdpMHHyAg10f05aSFVBbcEqGf/PXw1EjAZ+q2/bEBg3DvurK3Q==",
+      "dev": true
     },
     "node_modules/@eslint/eslintrc/node_modules/globals": {
       "version": "13.14.0",
       "resolved": "https://registry.npmjs.org/globals/-/globals-13.14.0.tgz",
       "integrity": "sha512-ERO68sOYwm5UuLvSJTY7w7NP2c8S4UcXs3X1GBX8cwOr+ShOcDBbCY5mH4zxz0jsYCdJ8ve8Mv9n2YGJMB1aeg==",
+      "dev": true,
       "dependencies": {
         "type-fest": "^0.20.2"
       },
@@ -1699,6 +1700,7 @@
       "version": "4.1.0",
       "resolved": "https://registry.npmjs.org/js-yaml/-/js-yaml-4.1.0.tgz",
       "integrity": "sha512-wpxZs9NoxZaJESJGIZTyDEaYpl0FKSA+FB9aJiyemKhMwkxQg63h4T1KJgUGHpTqPDNRcmmYLugrRjJlBtWvRA==",
+      "dev": true,
       "dependencies": {
         "argparse": "^2.0.1"
       },
@@ -1710,6 +1712,7 @@
       "version": "0.20.2",
       "resolved": "https://registry.npmjs.org/type-fest/-/type-fest-0.20.2.tgz",
       "integrity": "sha512-Ne+eE4r0/iWnpAxD852z3A+N0Bt5RN//NjJwRd2VFHEmrywxf5vsZlh4R6lixl6B+wz/8d+maTSAkN1FIkI3LQ==",
+      "dev": true,
       "engines": {
         "node": ">=10"
       },
@@ -1721,6 +1724,7 @@
       "version": "0.9.5",
       "resolved": "https://registry.npmjs.org/@humanwhocodes/config-array/-/config-array-0.9.5.tgz",
       "integrity": "sha512-ObyMyWxZiCu/yTisA7uzx81s40xR2fD5Cg/2Kq7G02ajkNubJf6BopgDTmDyc3U7sXpNKM8cYOw7s7Tyr+DnCw==",
+      "dev": true,
       "dependencies": {
         "@humanwhocodes/object-schema": "^1.2.1",
         "debug": "^4.1.1",
@@ -1733,7 +1737,8 @@
     "node_modules/@humanwhocodes/object-schema": {
       "version": "1.2.1",
       "resolved": "https://registry.npmjs.org/@humanwhocodes/object-schema/-/object-schema-1.2.1.tgz",
-      "integrity": "sha512-ZnQMnLV4e7hDlUvw8H+U8ASL02SS2Gn6+9Ac3wGGLIe7+je2AeAOxPY+izIPJDfFDb7eDjev0Us8MO1iFRN8hA=="
+      "integrity": "sha512-ZnQMnLV4e7hDlUvw8H+U8ASL02SS2Gn6+9Ac3wGGLIe7+je2AeAOxPY+izIPJDfFDb7eDjev0Us8MO1iFRN8hA==",
+      "dev": true
     },
     "node_modules/@istanbuljs/load-nyc-config": {
       "version": "1.1.0",
@@ -2613,6 +2618,7 @@
       "version": "8.7.1",
       "resolved": "https://registry.npmjs.org/acorn/-/acorn-8.7.1.tgz",
       "integrity": "sha512-Xx54uLJQZ19lKygFXOWsscKUbsBZW0CPykPhVQdhIeIwrbPmJzqeASDInc8nKBnp/JT6igTs82qPXz069H8I/A==",
+      "dev": true,
       "bin": {
         "acorn": "bin/acorn"
       },
@@ -2624,6 +2630,7 @@
       "version": "5.3.2",
       "resolved": "https://registry.npmjs.org/acorn-jsx/-/acorn-jsx-5.3.2.tgz",
       "integrity": "sha512-rq9s+JNhf0IChjtDXxllJ7g41oZk5SlXtp0LHwyA5cejwn7vKmKp4pPri6YEePv2PU65sAsegbXtIinmDFDXgQ==",
+      "dev": true,
       "peerDependencies": {
         "acorn": "^6.0.0 || ^7.0.0 || ^8.0.0"
       }
@@ -2632,6 +2639,7 @@
       "version": "6.12.6",
       "resolved": "https://registry.npmjs.org/ajv/-/ajv-6.12.6.tgz",
       "integrity": "sha512-j3fVLgvTo527anyYyJOGTYJbG+vnnQYvE0m5mmkc1TK+nxAppkCLMIL0aZ4dblVCNoGShhm+kzE4ZUykBoMg4g==",
+      "dev": true,
       "dependencies": {
         "fast-deep-equal": "^3.1.1",
         "fast-json-stable-stringify": "^2.0.0",
@@ -2662,6 +2670,7 @@
       "version": "5.0.1",
       "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-5.0.1.tgz",
       "integrity": "sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ==",
+      "dev": true,
       "engines": {
         "node": ">=8"
       }
@@ -2912,12 +2921,14 @@
     "node_modules/balanced-match": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/balanced-match/-/balanced-match-1.0.2.tgz",
-      "integrity": "sha512-3oSeUO0TMV67hN1AmbXsK4yaqU7tjiHlbxRDZOpH0KW9+CeX4bRAaX0Anxt0tx2MrpRpWwQaPwIlISEJhYU5Pw=="
+      "integrity": "sha512-3oSeUO0TMV67hN1AmbXsK4yaqU7tjiHlbxRDZOpH0KW9+CeX4bRAaX0Anxt0tx2MrpRpWwQaPwIlISEJhYU5Pw==",
+      "dev": true
     },
     "node_modules/brace-expansion": {
       "version": "1.1.11",
       "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
       "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
+      "dev": true,
       "dependencies": {
         "balanced-match": "^1.0.0",
         "concat-map": "0.0.1"
@@ -3008,6 +3019,7 @@
       "version": "3.1.0",
       "resolved": "https://registry.npmjs.org/callsites/-/callsites-3.1.0.tgz",
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-      "integrity": "sha512-k/vGaX4/Yla3WzyMCvTQOXYeIHvqOKtnqBduzTHpzpQZzAskKMhZ2K+EnBiSM9zGSoIFeMpXKxa4dYeZIQqewQ=="
+      "integrity": "sha512-k/vGaX4/Yla3WzyMCvTQOXYeIHvqOKtnqBduzTHpzpQZzAskKMhZ2K+EnBiSM9zGSoIFeMpXKxa4dYeZIQqewQ==",
+      "dev": true
     },
     "is-arrayish": {
       "version": "0.2.1",
@@ -10443,7 +10583,8 @@
     "is-extglob": {
       "version": "2.1.1",
       "resolved": "https://registry.npmjs.org/is-extglob/-/is-extglob-2.1.1.tgz",
-      "integrity": "sha1-qIwCU1eR8C7TfHahueqXc8gz+MI="
+      "integrity": "sha1-qIwCU1eR8C7TfHahueqXc8gz+MI=",
+      "dev": true
     },
     "is-fullwidth-code-point": {
       "version": "3.0.0",
@@ -10461,6 +10602,7 @@
       "version": "4.0.3",
       "resolved": "https://registry.npmjs.org/is-glob/-/is-glob-4.0.3.tgz",
       "integrity": "sha512-xelSayHH36ZgE7ZWhli7pW34hNbNl8Ojv5KVmkJD4hBdD3th8Tfk9vYasLM+mXWOZhFkgZfxhLSnrwRr4elSSg==",
+      "dev": true,
       "requires": {
         "is-extglob": "^2.1.1"
       }
@@ -10480,7 +10622,8 @@
     "isexe": {
       "version": "2.0.0",
       "resolved": "https://registry.npmjs.org/isexe/-/isexe-2.0.0.tgz",
-      "integrity": "sha1-6PvzdNxVb/iUehDcsFctYz8s+hA="
+      "integrity": "sha1-6PvzdNxVb/iUehDcsFctYz8s+hA=",
+      "dev": true
     },
     "istanbul-lib-coverage": {
       "version": "3.2.0",
@@ -11987,12 +12130,14 @@
     "json-schema-traverse": {
       "version": "0.4.1",
       "resolved": "https://registry.npmjs.org/json-schema-traverse/-/json-schema-traverse-0.4.1.tgz",
-      "integrity": "sha512-xbbCH5dCYU5T8LcEhhuh7HJ88HXuW3qsI3Y0zOZFKfZEHcpWiHU/Jxzk629Brsab/mMiHQti9wMP+845RPe3Vg=="
+      "integrity": "sha512-xbbCH5dCYU5T8LcEhhuh7HJ88HXuW3qsI3Y0zOZFKfZEHcpWiHU/Jxzk629Brsab/mMiHQti9wMP+845RPe3Vg==",
+      "dev": true
     },
     "json-stable-stringify-without-jsonify": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/json-stable-stringify-without-jsonify/-/json-stable-stringify-without-jsonify-1.0.1.tgz",
-      "integrity": "sha1-nbe1lJatPzz+8wp1FC0tkwrXJlE="
+      "integrity": "sha1-nbe1lJatPzz+8wp1FC0tkwrXJlE=",
+      "dev": true
     },
     "json5": {
       "version": "2.2.1",
@@ -12016,6 +12161,7 @@
       "version": "0.4.1",
       "resolved": "https://registry.npmjs.org/levn/-/levn-0.4.1.tgz",
       "integrity": "sha512-+bT2uH4E5LGE7h/n3evcS/sQlJXCpIp6ym8OWJ5eV6+67Dsql/LaaT7qJBAt2rzfoa/5QBGBhxDix1dMt2kQKQ==",
+      "dev": true,
       "requires": {
         "prelude-ls": "^1.2.1",
         "type-check": "~0.4.0"
@@ -12051,7 +12197,8 @@
     "lodash.merge": {
       "version": "4.6.2",
       "resolved": "https://registry.npmjs.org/lodash.merge/-/lodash.merge-4.6.2.tgz",
-      "integrity": "sha512-0KpjqXRVvrYyCsX1swR/XTK0va6VQkQM6MNo7PqW77ByjAhoARA8EfrP1N4+KlKj8YS0ZUCtRT/YUuhyYDujIQ=="
+      "integrity": "sha512-0KpjqXRVvrYyCsX1swR/XTK0va6VQkQM6MNo7PqW77ByjAhoARA8EfrP1N4+KlKj8YS0ZUCtRT/YUuhyYDujIQ==",
+      "dev": true
     },
     "lru-cache": {
       "version": "6.0.0",
@@ -12112,6 +12259,7 @@
       "version": "3.1.2",
       "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-3.1.2.tgz",
       "integrity": "sha512-J7p63hRiAjw1NDEww1W7i37+ByIrOWO5XQQAzZ3VOcL0PNybwpfmV/N05zFAzwQ9USyEcX6t3UO+K5aqBQOIHw==",
+      "dev": true,
       "requires": {
         "brace-expansion": "^1.1.7"
       }
@@ -12119,12 +12267,14 @@
     "ms": {
       "version": "2.1.2",
       "resolved": "https://registry.npmjs.org/ms/-/ms-2.1.2.tgz",
-      "integrity": "sha512-sGkPx+VjMtmA6MX27oA4FBFELFCZZ4S4XqeGOXCv68tT+jb3vk/RyaKWP0PTKyWtmLSM0b+adUTEvbs1PEaH2w=="
+      "integrity": "sha512-sGkPx+VjMtmA6MX27oA4FBFELFCZZ4S4XqeGOXCv68tT+jb3vk/RyaKWP0PTKyWtmLSM0b+adUTEvbs1PEaH2w==",
+      "dev": true
     },
     "natural-compare": {
       "version": "1.4.0",
       "resolved": "https://registry.npmjs.org/natural-compare/-/natural-compare-1.4.0.tgz",
-      "integrity": "sha1-Sr6/7tdUHywnrPspvbvRXI1bpPc="
+      "integrity": "sha1-Sr6/7tdUHywnrPspvbvRXI1bpPc=",
+      "dev": true
     },
     "node-int64": {
       "version": "0.4.0",
@@ -12175,6 +12325,7 @@
       "version": "1.4.0",
       "resolved": "https://registry.npmjs.org/once/-/once-1.4.0.tgz",
       "integrity": "sha1-WDsap3WWHUsROsF9nFC6753Xa9E=",
+      "dev": true,
       "requires": {
         "wrappy": "1"
       }
@@ -12192,6 +12343,7 @@
       "version": "0.9.1",
       "resolved": "https://registry.npmjs.org/optionator/-/optionator-0.9.1.tgz",
       "integrity": "sha512-74RlY5FCnhq4jRxVUPKDaRwrVNXMqsGsiW6AJw4XK8hmtm10wC0ypZBLw5IIp85NZMr91+qd1RvvENwg7jjRFw==",
+      "dev": true,
       "requires": {
         "deep-is": "^0.1.3",
         "fast-levenshtein": "^2.0.6",
@@ -12229,6 +12381,7 @@
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/parent-module/-/parent-module-1.0.1.tgz",
       "integrity": "sha512-GQ2EWRpQV8/o+Aw8YqtfZZPfNRWZYkbidE9k5rpl/hC3vtHHBfGm2Ifi6qWV+coDGkrUKZAxE3Lot5kcsRlh+g==",
+      "dev": true,
       "requires": {
         "callsites": "^3.0.0"
       }
@@ -12254,12 +12407,14 @@
     "path-is-absolute": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/path-is-absolute/-/path-is-absolute-1.0.1.tgz",
-      "integrity": "sha1-F0uSaHNVNP+8es5r9TpanhtcX18="
+      "integrity": "sha1-F0uSaHNVNP+8es5r9TpanhtcX18=",
+      "dev": true
     },
     "path-key": {
       "version": "3.1.1",
       "resolved": "https://registry.npmjs.org/path-key/-/path-key-3.1.1.tgz",
-      "integrity": "sha512-ojmeN0qd+y0jszEtoY48r0Peq5dwMEkIlCOu6Q5f41lfkswXuKtYrhgoTpLnyIcHm24Uhqx+5Tqm2InSwLhE6Q=="
+      "integrity": "sha512-ojmeN0qd+y0jszEtoY48r0Peq5dwMEkIlCOu6Q5f41lfkswXuKtYrhgoTpLnyIcHm24Uhqx+5Tqm2InSwLhE6Q==",
+      "dev": true
     },
     "path-parse": {
       "version": "1.0.7",
@@ -12297,7 +12452,8 @@
     "prelude-ls": {
       "version": "1.2.1",
       "resolved": "https://registry.npmjs.org/prelude-ls/-/prelude-ls-1.2.1.tgz",
-      "integrity": "sha512-vkcDPrRZo1QZLbn5RLGPpg/WmIQ65qoWWhcGKf/b5eplkkarX0m9z8ppCat4mlOqUsWpyNuYgO3VRyrYHSzX5g=="
+      "integrity": "sha512-vkcDPrRZo1QZLbn5RLGPpg/WmIQ65qoWWhcGKf/b5eplkkarX0m9z8ppCat4mlOqUsWpyNuYgO3VRyrYHSzX5g==",
+      "dev": true
     },
     "pretty-format": {
       "version": "27.5.1",
@@ -12331,7 +12487,8 @@
     "punycode": {
       "version": "2.1.1",
       "resolved": "https://registry.npmjs.org/punycode/-/punycode-2.1.1.tgz",
-      "integrity": "sha512-XRsRjdf+j5ml+y/6GKHPZbrF/8p2Yga0JPtdqTIY2Xe5ohJPD9saDJJLPvp9+NSBprVvevdXZybnj2cv8OEd0A=="
+      "integrity": "sha512-XRsRjdf+j5ml+y/6GKHPZbrF/8p2Yga0JPtdqTIY2Xe5ohJPD9saDJJLPvp9+NSBprVvevdXZybnj2cv8OEd0A==",
+      "dev": true
     },
     "react-is": {
       "version": "17.0.2",
@@ -12372,7 +12529,8 @@
     "regexpp": {
       "version": "3.2.0",
       "resolved": "https://registry.npmjs.org/regexpp/-/regexpp-3.2.0.tgz",
-      "integrity": "sha512-pq2bWo9mVD43nbts2wGv17XLiNLya+GklZ8kaDLV2Z08gDCsGpnKn9BFMepvWuHCbyVvY7J5o5+BVvoQbmlJLg=="
+      "integrity": "sha512-pq2bWo9mVD43nbts2wGv17XLiNLya+GklZ8kaDLV2Z08gDCsGpnKn9BFMepvWuHCbyVvY7J5o5+BVvoQbmlJLg==",
+      "dev": true
     },
     "regexpu-core": {
       "version": "5.0.1",
@@ -12453,6 +12611,7 @@
       "version": "3.0.2",
       "resolved": "https://registry.npmjs.org/rimraf/-/rimraf-3.0.2.tgz",
       "integrity": "sha512-JZkJMZkAGFFPP2YqXZXPbMlMBgsxzE8ILs4lMIX/2o0L9UBw9O/Y3o6wFw/i9YLapcUJWwqbi3kdxIPdC62TIA==",
+      "dev": true,
       "requires": {
         "glob": "^7.1.3"
       }
@@ -12473,6 +12632,7 @@
       "version": "2.0.0",
       "resolved": "https://registry.npmjs.org/shebang-command/-/shebang-command-2.0.0.tgz",
       "integrity": "sha512-kHxr2zZpYtdmrN1qDjrrX/Z1rR1kG8Dx+gkpK1G4eXmvXswmcE1hTWBWYUzlraYw1/yZp6YuDY77YtvbN0dmDA==",
+      "dev": true,
       "requires": {
         "shebang-regex": "^3.0.0"
       }
@@ -12480,7 +12640,8 @@
     "shebang-regex": {
       "version": "3.0.0",
       "resolved": "https://registry.npmjs.org/shebang-regex/-/shebang-regex-3.0.0.tgz",
-      "integrity": "sha512-7++dFhtcx3353uBaq8DDR4NuxBetBzC7ZQOhmTQInHEd6bSrXdiEyzCvG07Z44UYdLShWUyXt5M/yhz8ekcb1A=="
+      "integrity": "sha512-7++dFhtcx3353uBaq8DDR4NuxBetBzC7ZQOhmTQInHEd6bSrXdiEyzCvG07Z44UYdLShWUyXt5M/yhz8ekcb1A==",
+      "dev": true
     },
     "signal-exit": {
       "version": "3.0.7",
@@ -12564,6 +12725,7 @@
       "version": "6.0.1",
       "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz",
       "integrity": "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==",
+      "dev": true,
       "requires": {
         "ansi-regex": "^5.0.1"
       }
@@ -12583,7 +12745,8 @@
     "strip-json-comments": {
       "version": "3.1.1",
       "resolved": "https://registry.npmjs.org/strip-json-comments/-/strip-json-comments-3.1.1.tgz",
-      "integrity": "sha512-6fPc+R4ihwqP6N/aIv2f1gMH8lOVtWQHoqC4yK6oSDVVocumAsfCqjkXnqiYMhmMwS/mEHLp7Vehlt3ql6lEig=="
+      "integrity": "sha512-6fPc+R4ihwqP6N/aIv2f1gMH8lOVtWQHoqC4yK6oSDVVocumAsfCqjkXnqiYMhmMwS/mEHLp7Vehlt3ql6lEig==",
+      "dev": true
     },
     "supports-color": {
       "version": "5.5.0",
@@ -12651,7 +12814,8 @@
     "text-table": {
       "version": "0.2.0",
       "resolved": "https://registry.npmjs.org/text-table/-/text-table-0.2.0.tgz",
-      "integrity": "sha1-f17oI66AUgfACvLfSoTsP8+lcLQ="
+      "integrity": "sha1-f17oI66AUgfACvLfSoTsP8+lcLQ=",
+      "dev": true
     },
     "throat": {
       "version": "6.0.1",
@@ -12711,6 +12875,7 @@
       "version": "0.4.0",
       "resolved": "https://registry.npmjs.org/type-check/-/type-check-0.4.0.tgz",
       "integrity": "sha512-XleUoc9uwGXqjWwXaUTZAmzMcFZ5858QA2vvx1Ur5xIcixXIP+8LnFDgRplU30us6teqdlskFfu+ae4K79Ooew==",
+      "dev": true,
       "requires": {
         "prelude-ls": "^1.2.1"
       }
@@ -12766,6 +12931,7 @@
       "version": "4.4.1",
       "resolved": "https://registry.npmjs.org/uri-js/-/uri-js-4.4.1.tgz",
       "integrity": "sha512-7rKUyy33Q1yc98pQ1DAmLtwX109F7TIfWlW1Ydo8Wl1ii1SeHieeh0HHfPeL2fMXK6z0s8ecKs9frCuLJvndBg==",
+      "dev": true,
       "requires": {
         "punycode": "^2.1.0"
       }
@@ -12773,7 +12939,8 @@
     "v8-compile-cache": {
       "version": "2.3.0",
       "resolved": "https://registry.npmjs.org/v8-compile-cache/-/v8-compile-cache-2.3.0.tgz",
-      "integrity": "sha512-l8lCEmLcLYZh4nbunNZvQCJc5pv7+RCwa8q/LdUx8u7lsWvPDKmpodJAJNwkAhJC//dFY48KuIEmjtd4RViDrA=="
+      "integrity": "sha512-l8lCEmLcLYZh4nbunNZvQCJc5pv7+RCwa8q/LdUx8u7lsWvPDKmpodJAJNwkAhJC//dFY48KuIEmjtd4RViDrA==",
+      "dev": true
     },
     "v8-to-istanbul": {
       "version": "9.0.0",
@@ -12799,6 +12966,7 @@
       "version": "2.0.2",
       "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz",
       "integrity": "sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA==",
+      "dev": true,
       "requires": {
         "isexe": "^2.0.0"
       }
@@ -12806,7 +12974,8 @@
     "word-wrap": {
       "version": "1.2.3",
       "resolved": "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.3.tgz",
-      "integrity": "sha512-Hz/mrNwitNRh/HUAtM/VT/5VH+ygD6DV7mYKZAtHOrbs8U7lvPS6xf7EJKMF0uW1KJCl0H701g3ZGus+muE5vQ=="
+      "integrity": "sha512-Hz/mrNwitNRh/HUAtM/VT/5VH+ygD6DV7mYKZAtHOrbs8U7lvPS6xf7EJKMF0uW1KJCl0H701g3ZGus+muE5vQ==",
+      "dev": true
     },
     "wrap-ansi": {
       "version": "7.0.0",
@@ -12848,7 +13017,8 @@
     "wrappy": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
-      "integrity": "sha1-tSQ9jz7BqjXxNkYFvA0QNuMKtp8="
+      "integrity": "sha1-tSQ9jz7BqjXxNkYFvA0QNuMKtp8=",
+      "dev": true
     },
     "write-file-atomic": {
       "version": "4.0.1",
diff --git a/typescriptions/package.json b/typescriptions/package.json
index 161ec89..78559f9 100644
--- a/typescriptions/package.json
+++ b/typescriptions/package.json
@@ -25,10 +25,8 @@
     "@types/jest": "^27.5.0",
     "@types/node": "^17.0.31",
     "babel-jest": "^28.1.0",
+    "eslint": "^8.15.0",
     "jest": "^28.1.0",
     "ts-jest": "^28.0.1"
-  },
-  "dependencies": {
-    "eslint": "^8.15.0"
   }
 }

From 8444fdafa4bea0c455cbe87c7b4d302afbfb7ba9 Mon Sep 17 00:00:00 2001
From: whbrown <william@whbrown.org>
Date: Thu, 12 May 2022 08:33:48 -0400
Subject: [PATCH 10/11] Add merge_sort to sort.rs

---
 "laboc\303\251dai/src/lib.rs"  | 29 +++++++++++++++++++++++++
 "laboc\303\251dai/src/sort.rs" | 39 +++++++++++++++++++++-------------
 2 files changed, 53 insertions(+), 15 deletions(-)

diff --git "a/laboc\303\251dai/src/lib.rs" "b/laboc\303\251dai/src/lib.rs"
index b73cd24..35da1e9 100644
--- "a/laboc\303\251dai/src/lib.rs"
+++ "b/laboc\303\251dai/src/lib.rs"
@@ -143,6 +143,10 @@ mod tests {
                 bubble_sort(&mut [29, 10, 14, 30, 37, 14, 18]),
                 [10, 14, 14, 18, 29, 30, 37]
             );
+            assert_eq!(
+                bubble_sort(&mut [-1, -2, 1, 0]),
+                [-2, -1, 0, 1]
+            );
             assert_eq!(bubble_sort(&mut []), []);
             assert_eq!(bubble_sort(&mut [1, 1, 1, 2, 1]), [1, 1, 1, 1, 2]);
             assert_eq!(bubble_sort(&mut [2, 1, 1, 1, 2]), [1, 1, 1, 2, 2]);
@@ -155,6 +159,10 @@ mod tests {
                 selection_sort(&mut [29, 10, 14, 30, 37, 14, 18]),
                 [10, 14, 14, 18, 29, 30, 37]
             );
+            assert_eq!(
+                selection_sort(&mut [-1, -2, 1, 0]),
+                [-2, -1, 0 ,1]
+            );
             assert_eq!(selection_sort(&mut []), []);
             assert_eq!(selection_sort(&mut [1, 1, 1, 2, 1]), [1, 1, 1, 1, 2]);
             assert_eq!(selection_sort(&mut [2, 1, 1, 1, 2]), [1, 1, 1, 2, 2]);
@@ -167,6 +175,10 @@ mod tests {
                 insertion_sort(&mut [29, 10, 14, 30, 37, 14, 18]),
                 [10, 14, 14, 18, 29, 30, 37]
             );
+            assert_eq!(
+                insertion_sort(&mut [-1, -2, 1, 0]),
+                [-2, -1, 0, 1]
+            );
             assert_eq!(insertion_sort(&mut []), []);
             assert_eq!(insertion_sort(&mut [1, 1, 1, 2, 1]), [1, 1, 1, 1, 2]);
             assert_eq!(insertion_sort(&mut [2, 1, 1, 1, 2]), [1, 1, 1, 2, 2]);
@@ -179,5 +191,22 @@ mod tests {
             assert_eq!(merge(&[], &[]), vec![]);
             assert_eq!(merge(&[1, 3, 5], &[2, 4, 6]), vec![1, 2, 3, 4, 5, 6]);
         }
+
+        #[test]
+        fn test_merge_sort() {
+            assert_eq!(
+                merge_sort(&mut [29, 10, 14, 30, 37, 14, 18]),
+                [10, 14, 14, 18, 29, 30, 37]
+            );
+            assert_eq!(
+                merge_sort(&mut [-1, -2, 1, 0]),
+                [-2, -1, 0, 1]
+            );
+            assert_eq!(merge_sort(&mut []), []);
+            assert_eq!(merge_sort(&mut [1, 1, 1, 2, 1]), [1, 1, 1, 1, 2]);
+            assert_eq!(merge_sort(&mut [2, 1, 1, 1, 2]), [1, 1, 1, 2, 2]);
+            assert_eq!(merge_sort(&mut [1]), [1]);
+        }
+
     }
 }
diff --git "a/laboc\303\251dai/src/sort.rs" "b/laboc\303\251dai/src/sort.rs"
index 9bb0fb7..4de29f7 100644
--- "a/laboc\303\251dai/src/sort.rs"
+++ "b/laboc\303\251dai/src/sort.rs"
@@ -43,29 +43,38 @@ pub fn insertion_sort(nums: &mut [isize]) -> &mut [isize] {
     nums
 }
 
-pub fn merge(first_arr: &[isize], second_arr: &[isize]) -> Vec<isize> {
+pub fn merge(arr_1: &[isize], arr_2: &[isize]) -> Vec<isize> {
     /* merges two similarly sorted arrays */
-    let mut merged = Vec::with_capacity(first_arr.len() + second_arr.len());
+    let mut merged = Vec::with_capacity(arr_1.len() + arr_2.len());
     let mut i = 0;
     let mut j = 0;
-    while i < first_arr.len() && j < second_arr.len() {
-        if first_arr[i] <= second_arr[j] {
-            merged.push(first_arr[i]);
+    while i < arr_1.len() && j < arr_2.len() {
+        if arr_1[i] <= arr_2[j] {
+            merged.push(arr_1[i]);
             i += 1;
-        } else if first_arr[i] > second_arr[j] {
-            merged.push(second_arr[j]);
+        } else if arr_1[i] > arr_2[j] {
+            merged.push(arr_2[j]);
             j += 1;
         }
     }
     // push remaining values in unexhausted array into merged
-    if i < first_arr.len() {
-        for num in first_arr.iter().skip(i) {
-            merged.push(*num);
-        }
-    } else if j < second_arr.len() {
-        for num in second_arr.iter().skip(j) {
-            merged.push(*num);
-        }
+    while i < arr_1.len() {
+        merged.push(arr_1[i]);
+        i += 1;
+    }
+    while j < arr_2.len() {
+        merged.push(arr_2[j]);
+        j += 1;
     }
     merged
 }
+
+pub fn merge_sort(nums: &[isize]) -> Vec<isize> {
+    if nums.len() <= 1 {
+        return nums.to_vec();
+    }
+    let midpoint = nums.len() / 2;
+    let left = merge_sort(&nums[0..midpoint]);
+    let right = merge_sort(&nums[midpoint..]);
+    merge(&left, &right)
+}

From d0f155571fc07c6657d420bc9aca999fa2e4ee77 Mon Sep 17 00:00:00 2001
From: whbrown <william@whbrown.org>
Date: Thu, 12 May 2022 19:40:19 -0400
Subject: [PATCH 11/11] Add quick sort.rs

---
 "laboc\303\251dai/src/lib.rs"  | 15 +++++++++++++++
 "laboc\303\251dai/src/sort.rs" | 34 ++++++++++++++++++++++++++++++++++
 2 files changed, 49 insertions(+)

diff --git "a/laboc\303\251dai/src/lib.rs" "b/laboc\303\251dai/src/lib.rs"
index 35da1e9..bd902ce 100644
--- "a/laboc\303\251dai/src/lib.rs"
+++ "b/laboc\303\251dai/src/lib.rs"
@@ -208,5 +208,20 @@ mod tests {
             assert_eq!(merge_sort(&mut [1]), [1]);
         }
 
+        #[test]
+        fn test_quick_sort() {
+            assert_eq!(
+                quick_sort(&mut [29, 10, 14, 30, 37, 14, 18]),
+                [10, 14, 14, 18, 29, 30, 37]
+            );
+            assert_eq!(
+                quick_sort(&mut [-1, -2, 1, 0]),
+                [-2, -1, 0, 1]
+            );
+            assert_eq!(quick_sort(&mut []), []);
+            assert_eq!(quick_sort(&mut [1, 1, 1, 2, 1]), [1, 1, 1, 1, 2]);
+            assert_eq!(quick_sort(&mut [2, 1, 1, 1, 2]), [1, 1, 1, 2, 2]);
+            assert_eq!(quick_sort(&mut [1]), [1]);
+        }
     }
 }
diff --git "a/laboc\303\251dai/src/sort.rs" "b/laboc\303\251dai/src/sort.rs"
index 4de29f7..d9fbdd3 100644
--- "a/laboc\303\251dai/src/sort.rs"
+++ "b/laboc\303\251dai/src/sort.rs"
@@ -78,3 +78,37 @@ pub fn merge_sort(nums: &[isize]) -> Vec<isize> {
     let right = merge_sort(&nums[midpoint..]);
     merge(&left, &right)
 }
+
+fn pivot_helper(nums: &mut [isize], start: usize, end: usize) -> usize {
+    /* selects a pivot and arranges all nums less than it to the left of it,
+    and greater than it to the right of it */
+    let pivot_idx = start;
+    let mut offset = start;
+    for i in start+1..=end {
+        if nums[i] < nums[pivot_idx] {
+            offset += 1;
+            nums.swap(i, offset);
+        }
+    }
+    nums.swap(pivot_idx, offset);
+    offset
+}
+
+pub fn quick_sort(nums: &mut [isize]) -> &mut [isize] {
+    fn sort(nums: &mut [isize], left: usize, right: usize) -> &mut [isize] {
+        if left < right  {
+            let pivot_idx = pivot_helper(nums, left, right);
+            // left
+            if pivot_idx > 0 {
+                sort(nums, left, pivot_idx - 1);
+            }
+            // right
+            sort(nums, pivot_idx+1, right);
+        }
+        nums
+    }
+    if nums.len() > 0 {
+        sort(nums, 0, nums.len() - 1);
+    }
+    nums
+}
\ No newline at end of file
