C Programming with DSA Rapid-Fire Questions &amp; Answers

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An enum defines a set of named integer constants, such as enum Color { RED, GREEN, BLUE };, where values start at 0 unless set. It makes code readable and lets compilers warn about missing cases in a switch with -Wswitch. Enum values are int sized in practice, and C23 allows specifying the underlying type. Use them for states, commands and error codes.

What does sizeof return for a pointer and for an array?

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sizeof on a pointer returns the size of the pointer itself, typically 8 bytes on a 64-bit system, regardless of what it points to. sizeof on an array declared in the same scope returns the total bytes of all elements, so sizeof arr / sizeof arr[0] gives the element count. Inside a function receiving an array parameter, sizeof returns pointer size, so pass the length separately.

What is the difference between a structure and a union?

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In a structure each member has its own memory, so the size is at least the sum of members plus padding, and all members hold values at once. In a union all members share the same memory, so its size equals the largest member and only one member is meaningful at a time. Unions save memory and are used for variant types and in embedded protocol parsing.

What is the difference between malloc, calloc, realloc and free?

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malloc(size) allocates uninitialised memory. calloc(n, size) allocates memory for n elements and sets all bytes to zero, and it checks n times size for overflow. realloc(ptr, size) resizes a block, possibly moving it, and returns the new address. free(ptr) releases memory back to the allocator. All allocators return NULL on failure, so always check the result.

How are strings represented in C?

Sorting, Searching and Dynamic ProgrammingEasy

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C has no string type. A string is a char array ending with the null character '\0', which marks its end. char s[] = "hi" creates an array of 3 bytes: 'h', 'i' and '\0'. Library functions like strlen and printf scan until the null terminator, so forgetting it, or writing past the array, causes reading of random memory and crashes.

How would you detect if two linked lists intersect and find the intersection node?

Linked ListsMedium

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Two lists intersect if they share a node by address, not just value. Compute both lengths, advance the longer list by the difference, then move both together until the pointers are equal. A neat trick is to walk pointer a through list A then B, and pointer b through B then A; they meet at the intersection or both reach NULL. Both are O(m + n) time and O(1) space.

How does binary search work and what are common bugs?

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Binary search works on sorted data by comparing the middle element with the target and discarding half the range each step, giving O(log n). Common bugs are computing mid as (low + high) / 2, which can overflow, so use low + (high - low) / 2; wrong loop conditions causing infinite loops; and off-by-one errors when finding first or last occurrences. Test with zero, one and two elements.

What is the difference between stack and heap allocation?

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Stack memory holds local variables, is allocated and freed automatically when functions enter and return, and is very fast but limited in size, often 1 to 8 MB. Heap memory is allocated with malloc and freed manually, can be large and outlive the function, but is slower and can fragment or leak. Large or variable sized data and data that must outlive a function belong on the heap.

What is a stack and where is it used?

Stacks, Queues and HashingEasy

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A stack is a last in, first out structure with push, pop and peek operations, all O(1). It is used for function call frames, undo features, expression evaluation, balanced bracket checking, backtracking and depth first search. In C you implement it with an array and a top index, or with a linked list when the size is not known in advance.

What is the difference between a declaration and a definition in C?

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A declaration tells the compiler a name and its type, such as extern int count; or a function prototype, without allocating storage. A definition actually creates the object or provides the function body, such as int count = 0;. A variable can be declared many times but defined only once across the program, otherwise the linker reports a multiple definition error.

How is a 2D array stored in memory in C?

Arrays and StringsMedium

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C stores multidimensional arrays in row-major order: all elements of row 0, then row 1 and so on, in one contiguous block. Element a[i][j] of an array with C columns is at offset i * C + j. Traversing row by row is cache friendly and much faster than column by column for large matrices. When passing a 2D array to a function, every dimension except the first must be specified.

What is the difference between ++i and i++?

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++i increments i and then yields the new value, while i++ yields the old value and then increments. As a standalone statement both have the same effect, and modern compilers generate the same code. The difference matters inside expressions: if i is 5, a = i++ sets a to 5, while a = ++i sets a to 6. Never use both on the same variable in one expression.

How do you pass a structure to a function efficiently?

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Passing a struct by value copies every member, which is costly for large structs. Pass a pointer instead, and add const when the function should only read it, such as void print(const Student *s). Access members with s->name. Small structs of a few bytes can be passed by value safely, and returning small structs by value is also fine.

What is a monotonic stack?

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A monotonic stack keeps elements in increasing or decreasing order by popping elements that break the order before pushing a new one. Each element is pushed and popped at most once, so problems run in O(n). It solves next greater element, daily temperatures, stock span and largest rectangle in a histogram, which would otherwise need nested loops.

Explain the tree traversal orders.

Trees and GraphsEasy

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In-order visits left, node, right and gives sorted output for a BST. Pre-order visits node, left, right and is used to copy or serialise a tree. Post-order visits left, right, node and is used to delete a tree or evaluate expression trees. Level-order visits nodes level by level using a queue. The first three are depth first and use recursion or an explicit stack.

What is memory alignment and why does it matter?

Pointers and Memory ManagementHard

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Alignment means placing data at addresses that are multiples of its size or required boundary, such as 4 for int. CPUs read aligned data faster, and some architectures fault on misaligned access. Compilers add padding in structs to align members. You can check alignment with _Alignof and request it with _Alignas or aligned_alloc in C11.

What is the difference between fseek, ftell and rewind?

Structures, Unions and File HandlingMedium

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fseek(fp, offset, origin) moves the file position relative to SEEK_SET, SEEK_CUR or SEEK_END. ftell(fp) returns the current position as a long. rewind(fp) moves to the start and clears error flags. Together they let you find file size, jump to a record in a fixed-size record file or re-read data. For very large files, use fseeko and ftello with off_t.

How do you convert an infix expression to postfix?

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Use the shunting yard algorithm with an operator stack. Output operands directly. For an operator, pop operators of higher precedence, or equal precedence if left associative, to the output, then push it. Push '(' and on ')' pop until the matching '('. At the end, pop all remaining operators. For example a + b * c becomes a b c * +. Postfix is easy to evaluate with a stack.

What is typedef and how is it used with structures?

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typedef creates an alias for a type. typedef struct Node { int data; struct Node *next; } Node; lets you write Node *head instead of struct Node *head. It is also useful for function pointer types and platform specific types. Some style guides avoid hiding pointers behind typedefs because it makes ownership and const usage less clear.

What is a function pointer and where is it used?

Pointers and Memory ManagementMedium

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A function pointer stores the address of a function, declared like int (*op)(int, int) = add;, and called with op(2, 3). It enables callbacks such as the comparator in qsort, dispatch tables replacing long switch statements, plugin interfaces and state machines in embedded code. Using typedef makes function pointer types much more readable.

What are the main stages of compiling a C program?

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Preprocessing expands #include files and macros and removes comments. Compilation turns the preprocessed code into assembly. Assembly converts it into an object file of machine code. Linking combines object files with libraries such as libc to produce the executable. With gcc you can stop at each stage using -E, -S and -c, which helps when debugging macro or linker errors.

What is a double pointer and when do you need it?

Pointers and Memory ManagementMedium

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A double pointer, such as int **pp, stores the address of a pointer. It is needed when a function must change the caller's pointer itself, for example inserting at the head of a linked list or allocating memory inside a function and returning it through a parameter. It is also used for dynamic 2D arrays and arrays of strings, like char **argv.

What is a deque and how can it be implemented in C?

Stacks, Queues and HashingEasy

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A deque, or double ended queue, supports insertion and removal at both the front and the rear in O(1). In C it is commonly implemented as a circular array with front and rear indexes that wrap using modulo, or as a doubly linked list. It is the core of the sliding window maximum algorithm and can act as both a stack and a queue.

Why is a circular queue better than a simple array queue?

Sorting, Searching and Dynamic ProgrammingEasy

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In a simple array queue, the front moves forward as elements are removed, so the space before it is wasted and the queue appears full even when there is room. A circular queue wraps indexes using modulo, so rear = (rear + 1) % size reuses freed slots. You track fullness with a count or by keeping one slot empty to distinguish full from empty.

What is recursion and what are its risks?

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Recursion is when a function calls itself on a smaller subproblem until reaching a base case. It expresses tree traversal, divide and conquer and backtracking naturally. Risks are stack overflow when depth is large, repeated work when subproblems overlap, like naive Fibonacci, and function call overhead. Use memoisation for overlapping subproblems and iterative versions when depth may be huge.

What is a pointer in C?

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A pointer is a variable that stores the memory address of another variable. int *p = &x; makes p hold the address of x, and *p reads or writes the value at that address. Pointers allow passing large data efficiently, modifying caller variables, working with arrays and strings, building dynamic data structures like linked lists and allocating memory at runtime.

How do you find the middle of a linked list in one pass?

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Use slow and fast pointers starting at the head. Move slow by one node and fast by two nodes each step. When fast reaches the end or NULL, slow is at the middle. For an even number of nodes this gives the second middle; start fast at head->next to get the first middle instead. It takes O(n) time and O(1) space.

What is a linked list and how is it different from an array?

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A linked list is a chain of nodes where each node holds data and a pointer to the next node, allocated separately on the heap. Unlike an array, it grows easily and inserts or deletes in O(1) once you have the position, but it has O(n) access by index, extra memory per node for pointers and poor cache locality. Arrays win for random access and iteration speed.

Why is gets() dangerous and what should you use instead?

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gets() reads a line into a buffer without knowing its size, so long input overflows the buffer and can be used for code execution attacks. It was removed in C11. Use fgets(buf, sizeof buf, stdin), which stops at the buffer size and keeps the newline, then strip the newline if needed. For formatted input, give scanf field widths like %19s.

What are null, dangling, wild and void pointers?

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A null pointer holds NULL and points to nothing; dereferencing it crashes. A dangling pointer points to memory that has been freed or a local that went out of scope. A wild pointer is uninitialised and holds a random address. A void pointer is a generic pointer that can hold any object address but must be cast before dereferencing, as malloc returns void *.

What is the two-pointer technique and when is it used?

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Two pointers keep two indexes that move through an array according to a rule, often from both ends of a sorted array or at different speeds. It solves pair sum on sorted arrays, removing duplicates in place, reversing, merging sorted arrays and partitioning. It usually gives O(n) time and O(1) extra space instead of nested loops.

What are the types of linked lists?

Sorting, Searching and Dynamic ProgrammingEasy

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A singly linked list has a next pointer only and can be traversed one way. A doubly linked list adds a prev pointer, allowing backward traversal and O(1) deletion of a known node, at the cost of more memory. A circular linked list links the last node back to the first, useful for round-robin scheduling. Variants include lists with sentinel or dummy head nodes.

What is Big O notation?

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Big O describes how an algorithm's time or memory grows as input size grows, ignoring constants and lower terms. Common classes are O(1), O(log n), O(n), O(n log n), O(n squared) and O(2 to the n). It usually describes the worst case. For example, binary search is O(log n), so a million elements need about 20 steps. Big Omega and Big Theta describe lower and tight bounds.

What are bit fields in C?

Structures, Unions and File HandlingMedium

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Bit fields let struct members use a specified number of bits, such as unsigned int ready : 1; unsigned int mode : 3;, which saves memory for flags. They are common in embedded code and protocol headers. However, bit ordering, padding and whether plain int bit fields are signed are implementation defined, so for portable hardware register or wire format access, explicit masks and shifts are safer.

What is a binary search tree and what are its operation costs?

Trees and GraphsEasy

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A binary search tree keeps every node's left subtree smaller and right subtree larger than the node. Search, insert and delete follow one path from the root, so they cost O(h), where h is the height. A balanced tree has h of about log n, but inserting sorted data creates a skewed tree with h equal to n. In-order traversal of a BST gives keys in sorted order.

What is the time complexity of common linked list operations?

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Access or search by value is O(n). Insert or delete at the head is O(1). Insert at the tail is O(1) if you keep a tail pointer, otherwise O(n). Deleting a given node is O(1) in a doubly linked list but O(n) in a singly linked list, since you must find the previous node. Finding length is O(n) unless you store a count.

What is the difference between a complete, full and perfect binary tree?

Trees and GraphsEasy

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A full binary tree has every node with zero or two children. A complete binary tree has all levels filled except possibly the last, which is filled from left to right; heaps use this shape so they fit an array. A perfect binary tree has all internal nodes with two children and all leaves at the same level, so it has 2 to the power h+1 minus 1 nodes.

What is the difference between an array and a pointer?

Pointers and Memory ManagementMedium

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An array is a block of contiguous elements whose size is fixed and known to the compiler; sizeof gives the full array size. A pointer is a variable holding an address; sizeof gives the pointer size. An array name decays to a pointer to its first element in most expressions, but it cannot be reassigned. When passed to a function, an array always becomes a pointer, losing its length.

Explain storage classes in C.

C Basics, Data Types and OperatorsMedium

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auto is the default for local variables, stored on the stack with block lifetime. register hints the variable should live in a CPU register, and its address cannot be taken. static gives a local variable lifetime for the whole program, or limits a global to its file. extern declares a variable defined in another file. Storage class decides scope, lifetime and linkage.

What are the basic data types in C and their typical sizes?

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C has char (1 byte), short (usually 2), int (usually 4), long (4 on Windows, 8 on 64-bit Linux), long long (at least 8), float (4) and double (8). The standard only fixes minimum ranges, so sizes depend on the platform. Use sizeof to check and the fixed-width types from stdint.h such as int32_t and uint8_t when exact sizes matter.

What is backtracking? Give an example.

Sorting, Searching and Dynamic ProgrammingMedium

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Backtracking builds a solution step by step and abandons a path as soon as it cannot lead to a valid answer, then tries the next option. It explores a search tree with pruning. Examples are N-Queens, Sudoku, generating permutations and subsets, and maze path finding. Time can be exponential, so good pruning and ordering choices matter a lot.

What is dynamic programming?

Sorting, Searching and Dynamic ProgrammingMedium

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Dynamic programming solves problems that have overlapping subproblems and optimal substructure by storing results of subproblems instead of recomputing them. Top-down memoisation caches recursive calls, while bottom-up tabulation fills a table iteratively. Classic examples are Fibonacci, 0/1 knapsack, longest common subsequence, coin change and edit distance. Defining the state and transition clearly is the hardest part.

What is a hash table and how are collisions handled?

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A hash table maps keys to array slots using a hash function, giving O(1) average insert, search and delete. Collisions happen when two keys map to the same slot. Separate chaining stores a linked list per slot. Open addressing probes for another free slot using linear probing, quadratic probing or double hashing. Keep the load factor low and resize when it grows to maintain speed.

What is the difference between break and continue in C?

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break immediately exits the nearest enclosing loop or switch statement, and execution continues after it. continue skips the rest of the current loop iteration and moves to the next one; in a for loop the update expression still runs. In nested loops both affect only the innermost loop, so a flag or goto is needed to exit outer loops early.

What is the difference between char s[] = "hello" and char *s = "hello"?

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char s[] = "hello" creates a modifiable array of 6 bytes, usually on the stack, initialised with a copy of the literal. char *s = "hello" makes a pointer to a string literal stored in read-only memory; modifying it is undefined behaviour and often crashes. Declare such pointers as const char * so the compiler catches accidental writes.

What is a structure in C and why is it used?