Trees
Level-Order Traversal
Visit a tree breadth-first with a queue.
Algorithm
The canonical tree is 4(2(1,3),6(5,7)), so this C DSA
implementation can be compared directly with the rest of the DSA track.
Basic Implementation
basic.c
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
typedef struct Node { int value; struct Node* left; struct Node* right; } Node;
Node* node_new(int value, Node* left, Node* right) {
Node* node = (Node*)malloc(sizeof(Node));
node->value = value; node->left = left; node->right = right; return node;
}
void append(char* out, const char* text) { strcat(out, text); }
void render(Node* node, char* out) {
char buf[16];
if (node == NULL) { append(out, "_"); return; }
sprintf(buf, "%d", node->value); append(out, buf);
if (node->left != NULL || node->right != NULL) {
append(out, "("); render(node->left, out); append(out, ","); render(node->right, out); append(out, ")");
}
}
Node* sample_tree(void) {
return node_new(4, node_new(2, node_new(1, NULL, NULL), node_new(3, NULL, NULL)),
node_new(6, node_new(5, NULL, NULL), node_new(7, NULL, NULL)));
}
void print_list(int* values, int n) {
printf("[");
for (int i = 0; i < n; i++) { if (i) printf(", "); printf("%d", values[i]); }
printf("]\n");
}
int main(void) { Node* queue[8]; int front = 0, back = 0; int output[7], n = 0; queue[back++] = sample_tree(); while (front < back) { Node* node = queue[front++]; output[n++] = node->value; if (node->left) queue[back++] = node->left; if (node->right) queue[back++] = node->right; } print_list(output, n); }
Complexity
- Time: O(n)
- Space: O(w) queue space
Implementation notes
- C uses the same
Nodelayout as the tree-build lesson:int valueplus rawleftandrightchild pointers that are eitherNULLor heap node addresses frommalloc. sample_tree()allocates the fixed seven-node tree withnode_new; this checked executable does not free those nodes.- The level-order queue is a stack local
Node* queue[8]plus scalar indexesfrontandback, not a ring buffer or heap-allocated queue object. - Enqueue writes node pointers with
queue[back++] = ...; dequeue readsNode* node = queue[front++]. Child links are tested for non-NULLbefore their pointers are appended. - Values are copied into stack array
int output[7]withoutput[n++] = node->value; the tree nodes and child pointers are read but not mutated. - The trace records queue states
[4],[2, 6],[6, 1, 3],[1, 3, 5, 7],[3, 5, 7],[5, 7],[7], and[], while output grows to[4, 2, 6, 1, 3, 5, 7]. print_list(int* values, int n)receives the output array as a pointer after parameter decay and prints comma-separated integers withprintf.
level order
Level-order traversal uses a queue to visit shallower nodes first.