adds ts for tree searches

c/arraylist.c

@@ -12,7 +12,9 @@ i32_ArrayList* new_arraylist(int cap) {
     i32_ArrayList *arr = malloc(sizeof(i32_ArrayList) + cap * sizeof(int));
 
     if (arr == NULL) {
-        printf("ERROR: there was an error attemping to allocate memory for i32_ArrayList\n");
+        printf(
+            "ERROR: there was an error attemping to allocate memory for "
+            "i32_ArrayList\n");
         exit(1);
     }
 
@@ -23,59 +25,65 @@ i32_ArrayList* new_arraylist(int cap) {
 }
 
 // add to end of the array
-void array_append(i32_ArrayList* s, int v) {
-    if (s->index == s->capacity) {
-        printf("you attempted to insert %d, but array is at capacity cannot add mode values\n", v);
-    } else {
+void do_append(i32_ArrayList *s, int v) {
     s->data[s->index] = v;
     s->index++;
 }
-}
 
-void resize_arraylist(i32_ArrayList** arr) {
-    int            new_size = (*arr)->capacity * 2;
-    i32_ArrayList* new_arr = realloc((*arr), (sizeof(int) * new_size) + sizeof(i32_ArrayList));
+// takes the address of a pointer
+i32_ArrayList *resize_arraylist(i32_ArrayList *arr) {
+    int new_cap = arr->capacity * 2;
+
+    i32_ArrayList *new_arr = (i32_ArrayList *)realloc(
+        arr, (sizeof(int) * new_cap) + sizeof(i32_ArrayList));
 
     if (new_arr == NULL) {
         fprintf(stderr, "ERROR: unable to resize array\n");
         exit(1);
     }
 
-    (*arr) = new_arr;
-    (*arr)->capacity = new_size;
+    new_arr->capacity = new_cap;
+    return (new_arr);
 }
 
-void array_append2(i32_ArrayList* arr, int v) {
+void array_append(i32_ArrayList **arr_ptr, int v) {
+    i32_ArrayList *arr = *arr_ptr;
     if (arr->index == arr->capacity) {
-        // lets just double the capacity
-        resize_arraylist(&arr);
-        printf("size of arr: %d\n", arr->capacity);
-    }
+        i32_ArrayList *new_arr = resize_arraylist(arr);
+        *arr_ptr = new_arr;
+        do_append(*arr_ptr, v);
 
-    array_append(arr, v);
+    } else {
+        do_append(arr, v);
+    }
 }
 
 // create an array list and fill in with values from array
 i32_ArrayList *new_arraylist_from_array(int cap, int *arr) {
     i32_ArrayList *out = new_arraylist(cap);
     for (int i = 0; i < cap; i++) {
-        array_append(out, arr[i]);
+        do_append(out, arr[i]);
     }
 
     return (out);
 }
 
 // insert value at index
-// the strategy here is to start from the last element in the array and shift it to the right
-// gotta be careful and check that the index + 1 <= capacity otherwise we are in trouble
+// the strategy here is to start from the last element in the array and shift it
+// to the right gotta be careful and check that the index + 1 <= capacity
+// otherwise we are in trouble
 void array_insert_at(i32_ArrayList *arr, int at_index, int32_t value) {
     if (at_index == arr->index) {
-        array_append(arr, value);
+        do_append(arr, value);
     }
 
+    // TODO: eh this should be much better
     if (at_index + 1 > arr->capacity) {
-        printf("ERROR: this insert is not possible since the shift required would be over the capacity of the array\n");
-        printf("You requested insert at %d but array capacity is set to %d\n", at_index, arr->capacity);
+        printf(
+            "ERROR: this insert is not possible since the shift required "
+            "would be over the capacity of the array\n");
+        printf("You requested insert at %d but array capacity is set to %d\n",
+               at_index, arr->capacity);
     }
 
     for (int i = arr->index; i >= at_index; i--) {
@@ -100,9 +108,6 @@ int32_t pop_from_array(i32_ArrayList* s) {
     }
 }
 
-void grow_array_list(i32_ArrayList* s, int amount) {
-}
-
 void print_array_list(i32_ArrayList *arr) {
     printf("[");
     for (int i = 0; i < arr->index; i++) {
@@ -118,24 +123,24 @@ int main() {
     print_array_list(b);
 
     // these should all work just fine
-    array_append(a, 10);
+    array_append(&a, 10);
     print_array_list(a);
-    array_append(a, 11);
+    array_append(&a, 11);
     print_array_list(a);
-    array_append(a, 12);
+    array_append(&a, 12);
     print_array_list(a);
-    array_append(a, 13);
+    array_append(&a, 13);
     print_array_list(a);
-    array_append(a, 14);
+    array_append(&a, 14);
     print_array_list(a);
 
     // this one will error
-    array_append(a, 100);
+    array_append(&a, 100);
 
     // so we remove one and then add
     pop_from_array(a);
     print_array_list(a);
-    array_append(a, 100);
+    array_append(&a, 100);
     print_array_list(a);
 
     // now we test inserting different index
@@ -153,12 +158,19 @@ int main() {
     // this will shift the current 3 to 4, but this causes the 100 to be removed
     array_insert_at(a, 3, 123);
     print_array_list(a);
-
-    // lets implement v2 versions of these function that will grow
-    // the array when required
-    array_append2(a, 5656);
+    array_append(&a, 5000);
     print_array_list(a);
 
+    printf("--------------------------------\n");
+    print_array_list(b);
+    array_append(&b, 100);
+    print_array_list(b);
+
+    int            vals[10] = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
+    i32_ArrayList *c = new_arraylist_from_array(10, vals);
+
+    array_append(&c, 10);
+    print_array_list(c);
     // array_append(a, 14);
     // print_array_list(a);
     // pop_from_array(a);

c/binary-search.c

@@ -0,0 +1,38 @@
+#include <stdbool.h>
+#include <stdio.h>
+
+bool binary_search(int *arr, int len, int val) {
+    int lo_bound = 0;
+    int hi_bound = len - 1;
+
+    int mid_index;
+    int mid_val;
+
+    int counter = 1;
+
+    while (lo_bound <= hi_bound) {
+        mid_index = (hi_bound + lo_bound) / 2;
+
+        mid_val = arr[mid_index];
+
+        if (mid_val == val) {
+            return (true);
+        }
+
+        if (val < mid_val) {
+            hi_bound = mid_index - 1;
+        } else {
+            lo_bound = mid_index + 1;
+        }
+
+        counter++;
+    }
+    printf("total iterations: %d\n", counter);
+    return (false);
+}
+
+int main() {
+    int  arr[8] = {1, 3, 4, 5, 6, 7, 8, 10};
+    bool result = binary_search(arr, 8, 11);
+    printf("the result is %s\n", result ? "true" : "false");
+}

c/bubble-sort-take-2.c

@@ -0,0 +1,45 @@
+#include <stdio.h>
+
+/*
+in bubble sort we iterate through the array each time we encounter adjacent elements
+out of order, we swap them. We continue this iteration until we have reached
+ */
+
+void swap(int *a, int *b) {
+    int temp = *a;
+    *a = *b;
+    *b = temp;
+}
+
+void bubble_sort(int arr[], int len) {
+    int swap_count = 1;
+    int temp;
+    int end_index = len - 1;
+
+    while (swap_count > 0) {
+        swap_count = 0;
+        for (int i = 0; i < end_index; i++) {
+            if (arr[i] > arr[i + 1]) {
+                temp = arr[i];
+                arr[i] = arr[i + 1];
+                arr[i + 1] = temp;
+                swap_count++;
+            }
+        }
+        end_index--;
+    }
+}
+
+void print_array(int arr[], int len) {
+    printf("[ ");
+    for (int i = 0; i < len; i++) {
+        printf(" %d", arr[i]);
+    }
+    printf(" ]\n");
+}
+
+int main() {
+    int input[5] = {5, 4, 3, 2, 1};
+    bubble_sort(input, 5);
+    print_array(input, 5);
+}

c/bubble_sort.c

@@ -1,25 +1,59 @@
 #include <stdio.h>
 
-// asume the array is sorted of course
 void bubble_sort(int arr[], int len) {
+    int total_iterations = 0;
     int temp;
+    int total_swaps = 1;
     for (int i = 0; i < len; i++) {
+        total_iterations++;
+        if (total_swaps == 0) {
+            break;
+        }
+        total_swaps = 0;
         for (int j = 0; j < len - 1; j++) {
             if (arr[j] > arr[j + 1]) {
+                total_swaps++;
                 temp = arr[j + 1];
                 arr[j + 1] = arr[j];
                 arr[j] = temp;
             }
         }
     }
+    printf("total iterations: %d\n", total_iterations);
+}
+
+void swap(int* a, int* b) {
+    int temp = *a;
+    *a = *b;
+    *b = temp;
+}
+
+void bubble_sort_3(int arr[], int len) {
+    int swaps = 1;
+    while (swaps > 0) {
+        swaps = 0;
+        for (int i = 0; i < len - 1; i++) {
+            if (arr[i] > arr[i + 1]) {
+                swap(&arr[i], &arr[i + 1]);
+                swaps++;
+            }
+        }
+    }
+}
+
+void print_array(int* arr, int len) {
+    printf("[ ");
+    for (int i = 0; i < len; i++) {
+        printf("%d ", arr[i]);
+    }
+    printf("]\n");
 }
 
 int main() {
-    int arr[5] = {1, 3, 2, 4, 5};
-    bubble_sort(arr, 5);
-
-    for (int i = 0; i < 5; i++) {
-        printf("%d ", arr[i]);
-    }
-    printf("\n");
+    int arr[10] = {2, 1, 3, 4, 5, 7, 33, 7, 8, 20};
+    printf("before the sort:\n");
+    print_array(arr, 10);
+    bubble_sort_3(arr, 10);
+    printf("after the sort:\n");
+    print_array(arr, 10);
 }

c/hash-table-pro.c

@@ -0,0 +1,37 @@
+#include <stdio.h>
+#include <string.h>
+
+typedef struct item {
+    char *key;
+    int   value;
+} item;
+
+item *linear_search(item *items, size_t size, const char *key) {
+    for (size_t i = 0; i < size; i++) {
+        if (strcmp(items[i].key, key) == 0) {
+            return (&items[i]);
+        }
+    }
+
+    return (NULL);
+}
+
+int main() {
+    item items[] = {
+        {"foo", 10},
+        {"bar", 20},
+        {"hello", 30},
+        {"x", 40}};
+
+    size_t total_items = sizeof(items) / sizeof(items);
+
+    item *found = linear_search(items, total_items, "foo");
+
+    if (found == NULL) {
+        printf("linear search: value of 'foo' has no key\n");
+        return (1);
+    }
+
+    printf("linear search: value of 'foo' is: %d", found->value);
+    return (0);
+}

c/hash-table.c

@@ -0,0 +1,136 @@
+#include <stdio.h>
+#include <stdlib.h>
+#include <string.h>
+
+#define MAX_HASH_TABLE_SIZE 16
+
+typedef struct KV {
+    char *key;
+    char *value;
+} KV;
+
+typedef struct Node {
+    KV           kv;
+    struct Node *next;
+} Node;
+
+typedef struct HashTable {
+    Node *data[MAX_HASH_TABLE_SIZE];
+} HashTable;
+
+HashTable *new_hashtable() {
+    HashTable *ht = malloc(sizeof(HashTable));
+    for (int i = 0; i < MAX_HASH_TABLE_SIZE; i++) {
+        ht->data[i] = NULL;
+    }
+
+    return (ht);
+}
+
+Node *new_node() {
+    Node *node = malloc(sizeof(Node));
+    node->next = NULL;
+
+    return (node);
+}
+
+int get_index_for_letter(char letter) {
+    if (letter >= 'a' && letter <= 'z') {
+        return (letter - 'a') + 1;
+    } else {
+        return -1;
+    }
+}
+
+int hash(char *word) {
+    int word_len = strlen(word);
+    int accum = 1;
+    int index;
+    for (int i = 0; i < word_len; i++) {
+        index = get_index_for_letter(word[i]);
+        accum *= index;
+    }
+
+    return accum % 16;
+}
+
+KV *find_KV_in_ht(HashTable h, char *key) {
+    for (size_t i = 0; i < MAX_HASH_TABLE_SIZE; i++) {
+        if ((h.data[i] != NULL) && (strcmp(h.data[i]->kv.key, key) == 0)) {
+            return (&h.data[i]->kv);
+        }
+    }
+
+    return (NULL);
+}
+
+char *get_value(HashTable ht, char *key) {
+    int hash_key = hash(key);
+
+    Node *node_at_hash = ht.data[hash_key];
+
+    if (node_at_hash == NULL) {
+        fprintf(stderr, "ERROR: key not found in hashtable");
+        return;
+    }
+
+    // if next is NULL then this is the only at this hash so just return it
+    if (node_at_hash->next == NULL) {
+        return node_at_hash->kv.value;
+    }
+
+    return kv->value;
+}
+
+void insert_kv(HashTable *ht, char *key, char *value) {
+    int hashed_key = hash(key);
+
+    Node *current = ht->data[hashed_key];
+
+    while (current) {
+        if (strcmp(current->kv.key, key) == 0) {
+            current->kv.value = value;
+            return;
+        }
+
+        current = current->next;
+    }
+
+    Node *new = new_node();
+    new->kv.key = key;
+    new->kv.value = value;
+    new->next = current;
+    ht->data[hashed_key] = new;
+}
+
+// char *get(HashTable *h, char *key) {
+//     int hash_val = hash(key);
+//     return h->data[hash_val];
+// }
+
+// void insert(HashTable *h, char *key, char *value) {
+//     int hashed_key = hash(key);
+
+//     if (h->data[hashed_key] != NULL) {
+//         fprintf(stderr, "ERROR: collision!");
+//         exit(1);
+//     }
+
+//     h->data[hashed_key] = value;
+// }
+
+// void delete(HashTable *h, char *key) {
+//     int hashed_key = hash(key);
+//     h->data[hashed_key] = NULL;
+// }
+
+int main() {
+    HashTable *h = new_hashtable();
+
+    // test
+    insert_kv(h, "hello", "world");
+    char *result = get_value(*h, "hello");
+    printf("the value corresponding to the key 'hello' is: '%s'", result);
+
+    return 0;
+}

c/insertion-sort.c

@@ -0,0 +1,33 @@
+#include <stdio.h>
+
+void insertion_sort(int arr[], int len) {
+    int temp;
+    int j;
+    for (int i = 1; i < len; i++) {
+        temp = arr[i];
+        j = i - 1;
+        while (j >= 0) {
+            if (temp < arr[j]) {
+                arr[j + 1] = arr[j];
+                j--;
+            } else {
+                break;
+            }
+        }
+        arr[j + 1] = temp;
+    }
+}
+
+void print_array(int arr[], int len) {
+    printf("[ ");
+    for (int i = 0; i < len; i++) {
+        printf("%d ", arr[i]);
+    }
+    printf("]\n");
+}
+
+int main() {
+    int arr[10] = {10, 9, 8, 7, 6, 5, 4, 3, 1, 2};
+    insertion_sort(arr, 10);
+    print_array(arr, 10);
+}

c/intersection.c

@@ -0,0 +1,69 @@
+#include <stdio.h>
+#include <stdlib.h>
+
+#define MAX_DATA 50
+
+typedef struct ArrayList {
+    int cap;
+    int index;
+    int data[];
+} ArrayList;
+
+ArrayList *new_array_list(int cap) {
+    ArrayList *arr = malloc(sizeof(ArrayList) + cap * sizeof(int));
+
+    if (arr == NULL) {
+        fprintf(stderr, "ERROR: cannot allocate mem for arraylist\n");
+    }
+    arr->cap = cap;
+    arr->index = 0;
+
+    return (arr);
+}
+
+void push(ArrayList *arr, int val) {
+    if (arr->index == arr->cap) {
+        fprintf(stderr, "ERROR: cannot append to array at capacity");
+        exit(1);
+    }
+
+    arr->data[arr->index] = val;
+    arr->index++;
+}
+
+void pop(ArrayList *arr) {
+    if (arr->index == 0) {
+        fprintf(stderr, "ERROR: canoot pop from empty array");
+        exit(1);
+    }
+
+    arr->index--;
+}
+
+/* for now we only return the indices on the left that that are in the right */
+ArrayList *intersection(int left[], int right[], int left_len, int right_len) {
+    ArrayList *arr = new_array_list(left_len);
+
+    for (int i = 0; i < left_len; i++) {
+        for (int j = 0; j < right_len; j++) {
+            if (left[i] == right[j]) {
+                push(arr, left[i]);
+                break;
+            }
+        }
+    }
+
+    return (arr);
+}
+
+int main() {
+    int a[5] = {1, 2, 3, 4, 8};
+    int b[5] = {4, 5, 6, 7, 8};
+
+    ArrayList *arr = intersection(a, b, 5, 5);
+    for (int i = 0; i < 2; i++) {
+        printf("%d ", arr->data[i]);
+    }
+    printf("\n");
+    return (0);
+}

c/ordered-arrays.c

@@ -0,0 +1,109 @@
+/*
+an ordered array is just a regular array except all elements must be in order,
+so there a few things to note:
+
+1. inserting must respect order
+2. removing must respect order
+3. serching can be made faster with binary search
+ */
+
+#include <stdbool.h>
+#include <stdio.h>
+#include <stdlib.h>
+
+typedef struct FixedOrderedArray {
+    int capacity;
+    int index;  // index next to insert at, arr[index] should be empty
+    int data[];
+} FixedOrderedArray;
+
+
+FixedOrderedArray *new_fixed_ordered_array(int capacity) {
+    FixedOrderedArray *arr = malloc(sizeof(FixedOrderedArray) + (sizeof(int) * capacity));
+    arr->capacity = capacity;
+    arr->index = 0;
+
+    return (arr);
+}
+
+void fixed_ordered_array_insert(FixedOrderedArray *arr, int val) {
+    if (arr->capacity == arr->index) {
+        fprintf(stderr, "ERROR: array is at capacity, cannot append value\n");
+        exit(1);
+    }
+
+    if (arr->index == 0) {
+        arr->data[0] = val;
+        arr->index++;
+    } else if (val >= arr->data[arr->index - 1]) {
+        arr->data[arr->index] = val;
+        arr->index++;
+    } else if (val <= arr->data[0]) {           // its smallest to add to start
+        for (int i = arr->index; i > 0; i--) {  // shift everything to the right
+            arr->data[i] = arr->data[i - 1];
+        }
+        arr->data[0] = val;
+        arr->index++;
+    } else {  // look for where it belongs
+        for (int i = 0; i < arr->index; i++) {
+            if (arr->data[i] > val) {  // we must shift everything to the right up to this index
+                for (int j = arr->index; j > i; j--) {
+                    arr->data[j] = arr->data[j - 1];
+                }
+                arr->data[i] = val;
+                arr->index++;
+                break;
+            }
+        }
+    }
+}
+
+bool search_fixed_ordered_array(FixedOrderedArray *arr, int val) {
+    if (arr->index == 0) {
+        return (false);
+    }
+
+    if (val < arr->data[0]) {
+        return (false);
+    }
+
+    if (val > arr->data[arr->index - 1]) {
+        return (false);
+    }
+
+    for (int i = 0; i < arr->index; i++) {
+        if (val == arr->data[i]) {
+            return (true);
+        } else if (arr->data[i] > val) {
+            return (false);
+        }
+    }
+    return (false);
+}
+
+void print_array_list(FixedOrderedArray *arr) {
+    printf("[");
+    for (int i = 0; i < arr->index; i++) {
+        printf(" %d ", arr->data[i]);
+    }
+
+    printf("]\t<capacity: %d; index: %d>\n", arr->capacity, arr->index);
+}
+
+int main() {
+    FixedOrderedArray *arr = new_fixed_ordered_array(5);
+
+    fixed_ordered_array_insert(arr, 10);
+    print_array_list(arr);
+    fixed_ordered_array_insert(arr, 9);
+    print_array_list(arr);
+    fixed_ordered_array_insert(arr, 13);
+    print_array_list(arr);
+    fixed_ordered_array_insert(arr, 11);
+    print_array_list(arr);
+    fixed_ordered_array_insert(arr, 9);
+    print_array_list(arr);
+
+    bool result = search_fixed_ordered_array(arr, 11);
+    printf("the result is %d\n", result);
+}

c/qs.c

@@ -38,7 +38,7 @@ void quick_sort(int arr[], int lo, int hi) {
 
 int main() {
     int array_len = 5;
-    int arr[5] = {5, 4, 3, 2, 1};
+    int arr[5] = {0, 2, 5, 1, 6};
     quick_sort(arr, 0, array_len - 1);
 
     printf("[ ");

c/quicksort.c

@@ -0,0 +1,51 @@
+#include <stdio.h>
+
+// the partition will weakly sort the array and return the index of
+// the pivot
+int partition(int arr[], int lo, int hi) {
+    int pivot_value = arr[hi];
+    int current_index = lo - 1;
+    int temp;
+    for (int i = lo; i < hi; i++) {
+        if (arr[i] <= pivot_value) {
+            current_index++;
+
+            temp = arr[i];
+            arr[i] = arr[current_index];
+            arr[current_index] = temp;
+        }
+    }
+
+    // once done with loop the current_index will hold
+    // the location where we need to place the pivot_value
+    current_index++;
+    arr[hi] = arr[current_index];
+    arr[current_index] = pivot_value;
+
+    return (current_index);
+}
+
+void qs(int arr[], int lo, int hi) {
+    if (lo < hi) {
+        int current_pivot = partition(arr, lo, hi);
+        qs(arr, lo, current_pivot - 1);
+        qs(arr, current_pivot + 1, hi);
+    }
+}
+
+void print_array(int arr[], int len) {
+    printf("[ ");
+    for (int i = 0; i < len; i++) {
+        printf("%d ", arr[i]);
+    }
+    printf("]\n");
+}
+
+int main() {
+    int arr[5] = {0, 2, 5, 1, 6};
+    print_array(arr, 5);
+    qs(arr, 0, 4);
+    print_array(arr, 5);
+
+    return (0);
+}

c/selection-sort.c

@@ -0,0 +1,35 @@
+#include <stdio.h>
+
+void swap(int *a, int *b) {
+    int temp = *a;
+    *a = *b;
+    *b = temp;
+}
+
+void selection_sort(int arr[], int len) {
+    int lo_index;
+    for (int i = 0; i < len; i++) {          // keep track of pass
+        lo_index = i;                        // low index always starts as the pass iteration
+        for (int j = i + 1; j < len; j++) {  // keep track of array comparisons
+            if (arr[j] < arr[i]) {
+                lo_index = j;
+            }
+        }  // after done with this loop we swap the value at lo_index to the current pass index
+
+        swap(&arr[i], &arr[lo_index]);
+    }
+}
+
+void print_array(int arr[], int len) {
+    printf("[ ");
+    for (int i = 0; i < len; i++) {
+        printf("%d ", arr[i]);
+    }
+    printf("]\n");
+}
+
+int main() {
+    int arr[5] = {5, 4, 3, 2, 1};
+    selection_sort(arr, 5);
+    print_array(arr, 5);
+}

odin/main.odin

@@ -0,0 +1,54 @@
+package main
+
+import "core:fmt"
+
+linear_search :: proc(arr: []int, len: int, needle: int) -> bool {
+    for index, val in arr {
+        if val == needle {
+            return true
+        }
+    }
+    return false
+}
+
+partition :: proc(arr: ^[]int, lo: int, hi: int) -> int {
+    pivot_value := arr[hi]
+    current_index := lo - 1
+
+    for i := lo; i < hi; i +=1 {
+        if arr[i] <= pivot_value {
+            current_index += 1
+            tmp := arr[i]
+            arr[i] = arr[current_index]
+            arr[current_index] = tmp
+        }
+    }
+
+    current_index += 1
+    arr[hi] = arr[current_index]
+    arr[current_index] = pivot_value
+
+    return(current_index)
+}
+
+quick_sort :: proc(arr: ^[]int, lo: int, hi: int) {
+    if lo < hi {
+        current_pivot := partition(arr, lo, hi);
+        quick_sort(arr, lo, current_pivot - 1);
+        quick_sort(arr, current_pivot + 1, hi);
+    }
+}
+
+main :: proc() {
+    fmt.println("hello there here is a for loop")
+
+    values: []int = {1, 2, 3, 4, 5}
+    res: bool = linear_search(values, 5, 2)
+    fmt.println(res)
+
+    fmt.println("quicksort ----------------")
+    arr: []int = {0, 2, 5, 1, 6}
+    fmt.println(arr);
+    quick_sort(&arr, 0, 4);
+    fmt.println(arr);
+}

python/bubble-sort.py

@@ -0,0 +1,35 @@
+from typing import List
+
+
+def bubble_sort(arr: List[int]):
+    total_iterations = 0
+    for i in range(len(arr)):
+        total_iterations += 1
+        for j in range(len(arr) - 1):
+            if arr[j] > arr[j + 1]:
+                temp = arr[j]
+                arr[j] = arr[j + 1]
+                arr[j + 1] = temp
+    print(f"the total number of iterations: {total_iterations}")
+
+
+def bubble_sort2(arr: List[int]):
+    total_swaps = 1
+    total_iterations = 0
+    for i in range(len(arr)):
+        if total_swaps == 0:
+            break
+        total_swaps = 0
+        total_iterations += 1
+        for j in range(len(arr) - 1):
+            if arr[j] > arr[j + 1]:
+                total_swaps += 1
+                arr[j], arr[j + 1] = arr[j + 1], arr[j]
+    print(f"total iterations: {total_iterations}")
+
+
+if __name__ == "__main__":
+    a = [2, 1, 3, 4, 5]
+    print(a)
+    bubble_sort2(a)
+    print(a)

python/fib.py

@@ -0,0 +1,28 @@
+def fib(n, counter):
+    if n == 0 or n == 1:
+        return n
+
+    else:
+        counter.append(1)
+        print("calling fib")
+        return fib(n - 1, counter) + fib(n - 2, counter)
+
+
+def fib_memo(n, memo={}, counter=[]):
+    if n == 0 or n == 1:
+        return n
+
+    if not memo.get(n):
+        counter.append(1)
+        memo[n] = fib_memo(n - 1, memo, counter) + fib_memo(n - 2, memo, counter)
+
+    return memo[n]
+
+
+count = []
+fib(6, counter=count)
+sum(count)
+
+fib_counter = []
+fib_memo(6, memo={}, counter=fib_counter)
+sum(fib_counter)

python/hash-table.py

@@ -0,0 +1,52 @@
+import string
+
+alphabet = [i for i in string.ascii_lowercase]
+
+alphabet.split()
+
+
+def linear_search(val, arr):
+    for i, letter in enumerate(arr):
+        if val == letter:
+            return i + 1
+
+    return None
+
+
+def hash(word):
+    split_word = [i for i in word]
+    split_prods = [linear_search(i, alphabet) for i in split_word]
+    hash_key = 1
+    for i in split_prods:
+        hash_key *= i
+
+    return hash_key % 16
+
+
+def get_at_hash(key, container):
+    return container[hash(key)]
+
+
+def insert_at_hash(key, value, container):
+    key_hash = hash(key)
+
+    if container[key_hash] is None:
+        # no collision just insert and return
+        container[key_hash] = value
+        return container
+    else:
+        # resolve collision
+        # but I don't know what was the key, it could any permutation
+        # of the letters BAD in the example I am working through
+        existing_value = container[key_hash]
+        container[key_hash] = [[existing_value], [key, value]]
+        return container
+
+
+container = [None for i in range(15)]
+
+insert_at_hash("bad", "evil", container)
+insert_at_hash("dab", "good", container)
+
+
+get_at_hash("bad", container)

python/insertion-sort.py

@@ -0,0 +1,14 @@
+def insertion_sort(array):
+    for index in range(1, len(array)):
+        temp_value = array[index]
+        position = index - 1
+
+        while position >= 0:
+            if array[position] > temp_value:
+                array[position + 1] = array[position]
+                position -= 1
+            else:
+                break
+        array[position + 1] = temp_value
+
+    return array

python/intersection.py

@@ -0,0 +1,43 @@
+from typing import List
+
+
+def intersection(left: List[int], right: List[int]) -> List[int]:
+    result = []
+    for i in range(0, len(left)):
+        for j in range(0, len(right)):
+            if left[i] == right[j]:
+                result.append(left[i])
+                break
+
+    return result
+
+
+def intersection2(left: List[int], right: List[int]) -> List[int]:
+    result = []
+    for left_val in left:
+        for right_val in right:
+            if left_val == right_val:
+                result.append(left_val)
+                break
+
+    return result
+
+
+# silly to make intoa function but here we are
+def intersection3(left: List[int], right: List[int]) -> List[int]:
+    return [i for i in left if i in right]
+
+
+def main():
+    res = intersection([1, 2, 3, 4, 5], [5, 6, 7, 8, 9, 4])
+    res2 = intersection2([1, 2, 3, 4, 5], [5, 6, 7, 8, 9, 4, 5, 5, 5, 1, 2, 3, 4])
+    res3 = intersection3([1, 2, 3, 4, 5], [5, 6, 7, 8, 9, 4, 5, 5, 5, 1, 2, 3, 4])
+
+    # and the list comprehension
+    print(res)
+    print(res2)
+    print(res3)
+
+
+if __name__ == "__main__":
+    main()

python/quicksort.py

@@ -0,0 +1,20 @@
+def partition(arr, lo, hi):
+    pivot_value = arr[hi]
+    current_index = lo - 1
+
+    for i in range(lo, hi):
+        if arr[i] <= pivot_value:
+            current_index += 1
+            arr[current_index], arr[i] = arr[i], arr[current_index]
+    current_index += 1
+    arr[hi] = arr[current_index]
+    arr[current_index] = pivot_value
+    return current_index
+
+def quicksort(arr, lo, hi):
+    if lo < hi:
+        part = partition(arr, lo, hi)
+        quicksort(arr, lo, part - 1)
+        quicksort(arr, part + 1, hi)
+
+

ts/bfs.test.ts

@@ -0,0 +1,38 @@
+import { tree } from "./tree"
+
+type BinaryNode<T> = {
+    value: T;
+    left: BinaryNode<T> | null;
+    right: BinaryNode<T> | null;
+};
+
+
+function bfs(head: BinaryNode<number> | null, needle: number): boolean {
+    const q: (BinaryNode<number> | null)[] = [head];
+
+    while (q.length) {
+        const current = q.shift() as BinaryNode<number>;
+
+        if (current.value === needle) {
+            return true;
+        }
+
+        if (current.left) {
+            q.push(current.left);
+        }
+
+        if (current.right) {
+            q.push(current.right);
+        }
+    }
+
+    return false;
+}
+
+
+test("bfs search works a number of values", function () {
+    expect(bfs(tree, 20)).toEqual(true);
+    expect(bfs(tree, -20)).toEqual(false);
+    expect(bfs(tree, 10)).toEqual(true);
+    expect(bfs(tree, 7)).toEqual(true);
+})

ts/tree.ts

@@ -0,0 +1,47 @@
+type BinaryNode<T> = {
+    value: T;
+    left: BinaryNode<T> | null;
+    right: BinaryNode<T> | null;
+};
+
+export const tree: BinaryNode<number> = {
+    value: 20,
+    right: {
+        value: 50,
+        right: {
+            value: 100,
+            right: null,
+            left: null,
+        },
+        left: {
+            value: 30,
+            right: {
+                value: 45,
+                right: null,
+                left: null,
+            },
+            left: {
+                value: 29,
+                right: null,
+                left: null,
+            }
+        },
+    },
+    left: {
+        value: 10,
+        right: {
+            value: 15,
+            right: null,
+            left: null,
+        },
+        left: {
+            value: 5,
+            right: {
+                value: 7,
+                right: null,
+                left: null,
+            },
+            left: null,
+        }
+    }
+};

ts/tree_traversal.test.ts

@@ -0,0 +1,44 @@
+import { tree } from "./tree"
+
+type BinaryNode<T> = {
+    value: T;
+    left: BinaryNode<T> | null;
+    right: BinaryNode<T> | null;
+};
+
+// pre order 
+function walk(current: BinaryNode<number> | null, path: number[]): number[] {
+    if (!current) {
+        return path;
+    }
+
+    path.push(current.value);
+    walk(current.left, path);
+    walk(current.right, path);
+
+    return path;
+
+}
+
+function pre_order_search(head: BinaryNode<number>): number[] {
+    const path: number[] = [];
+    walk(head, path);
+
+    return path;
+
+}
+
+test("Pre order", function () {
+    expect(pre_order_search(tree)).toEqual([
+        20,
+        10,
+        5,
+        7,
+        15,
+        50,
+        30,
+        29,
+        45,
+        100,
+    ]);
+});