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Read N Characters Given Read4 - Solution & Explanation

EasyPremiumFree on FleetCodeArraySimulationInteractive7 min readAsked at: Apple, Meta, Google
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Problem Statement

Given a file and assume that you can only read the file using a given method read4, implement a method to read n characters.

Method read4:

The API read4 reads four consecutive characters from file, then writes those characters into the buffer array buf4.

The return value is the number of actual characters read.

Note that read4() has its own file pointer, much like FILE *fp in C.

Definition of read4:

    Parameter:  char[] buf4
    Returns:    int

buf4[] is a destination, not a source. The results from read4 will be copied to buf4[].

Below is a high-level example of how read4 works:

File file("abcde"); // File is "abcde", initially file pointer (fp) points to 'a'
char[] buf4 = new char[4]; // Create buffer with enough space to store characters
read4(buf4); // read4 returns 4. Now buf4 = "abcd", fp points to 'e'
read4(buf4); // read4 returns 1. Now buf4 = "e", fp points to end of file
read4(buf4); // read4 returns 0. Now buf4 = "", fp points to end of file

 

Method read:

By using the read4 method, implement the method read that reads n characters from file and store it in the buffer array buf. Consider that you cannot manipulate file directly.

The return value is the number of actual characters read.

Definition of read:

    Parameters:	char[] buf, int n
    Returns:	int

buf[] is a destination, not a source. You will need to write the results to buf[].

Note:

  • Consider that you cannot manipulate the file directly. The file is only accessible for read4 but not for read.
  • The read function will only be called once for each test case.
  • You may assume the destination buffer array, buf, is guaranteed to have enough space for storing n characters.

 

Example 1:

Input: file = "abc", n = 4
Output: 3
Explanation: After calling your read method, buf should contain "abc". We read a total of 3 characters from the file, so return 3.
Note that "abc" is the file's content, not buf. buf is the destination buffer that you will have to write the results to.

Example 2:

Input: file = "abcde", n = 5
Output: 5
Explanation: After calling your read method, buf should contain "abcde". We read a total of 5 characters from the file, so return 5.

Example 3:

Input: file = "abcdABCD1234", n = 12
Output: 12
Explanation: After calling your read method, buf should contain "abcdABCD1234". We read a total of 12 characters from the file, so return 12.

 

Constraints:

  • 1 <= file.length <= 500
  • file consist of English letters and digits.
  • 1 <= n <= 1000

Approach Overview

Problem Overview: You are given an API read4(char[] buf4) that reads up to 4 characters from a file into buf4. The task is to implement read(char[] buf, int n) that reads exactly n characters (or fewer if the file ends). You cannot access the file directly; the only way to read data is through the read4 API.

Approach 1: Direct read4 Simulation (O(n) time, O(1) space)

The simplest strategy repeatedly calls read4 until you collect n characters or the file ends. Each call fills a temporary buffer of size 4. You then copy characters one by one from this temporary buffer into the destination buf while tracking how many characters have already been written. Stop copying when either n characters are written or the number of characters returned by read4 is less than 4, which signals the end of the file.

This approach is essentially a simulation of chunked file reading. The key detail is controlling two counters: total characters written to the result buffer and characters returned by the current read4 call. The algorithm never reads more than needed because copying stops once n characters are filled. The temporary array has a fixed size of 4, so memory usage remains constant.

Approach 2: Chunk Buffer Copy (O(n) time, O(1) space)

A slightly cleaner implementation treats each read4 call as a chunk. Instead of copying blindly, compute how many characters from the chunk are still required: min(count, n - totalRead). Copy only that portion into the destination buffer. This reduces conditional checks inside the copy loop and makes the logic easier to reason about during interviews.

The algorithm repeatedly reads blocks of four characters into a small buffer, then transfers only the needed part into the final array. Once totalRead reaches n, the process stops immediately even if more characters were available in the chunk. The idea mirrors common array copy patterns where partial segments are moved between buffers.

Recommended for interviews: Interviewers expect the chunk simulation approach. It shows you understand how to work with restricted APIs and manage partial reads. Explaining the control flow around read4, early termination, and copying only the required characters demonstrates solid reasoning about interactive-style problems. Brute forcing without careful counters often leads to off‑by‑one errors, so the chunk‑copy logic is the safest and clearest implementation.

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Detailed Complexity Analysis

ApproachTimeSpaceWhen to Use
Direct read4 SimulationO(n)O(1)Baseline solution when implementing read() using repeated read4 calls
Chunk Buffer CopyO(n)O(1)Preferred interview implementation with cleaner control of remaining characters

Video Solution

Leetcode 157/158 Read N Characters Given Read 4 I/IIRen Zhang5,702 views views

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Frequently Asked Questions

Is Read N Characters Given Read4 easy or hard?
The problem is categorized as Easy on LeetCode with an acceptance rate around 40%+. The challenge is not algorithmic complexity but careful handling of counters, partial reads, and stopping conditions when using the read4 API.
Read N Characters Given Read4 Python/Java solution
Implement a loop that calls read4(buf4), then copy characters from buf4 into the destination buffer until either n characters are filled or the chunk is exhausted. Maintain a counter for the total characters copied. The same logic works in Python, Java, C++, and Go with identical O(n) time and O(1) space complexity.
How to solve Read N Characters Given Read4 in O(n)?
Call read4 in a loop and track how many characters have already been written to the output buffer. After each call, copy min(count, n - totalRead) characters from the temporary buffer to the result array. Stop when totalRead equals n or when read4 returns fewer than 4 characters, which indicates end of file.
What is the best approach for Read N Characters Given Read4?
The standard approach repeatedly calls the read4 API and copies characters into the destination buffer until n characters are read or the file ends. A temporary buffer of size 4 stores each chunk returned by read4. The solution runs in O(n) time with O(1) extra space because only a constant-sized buffer is used.
Is Read N Characters Given Read4 asked at Google/Amazon/Meta?
This problem frequently appears in Meta (Facebook) interview preparation lists and similar file‑system style API questions are common in big tech interviews. Variations also appear in Google and Amazon practice sets where candidates must design logic around restricted APIs.
What data structure is used in Read N Characters Given Read4?
The solution mainly uses arrays (character buffers). A fixed-size array of length 4 stores the data returned by read4, and another array stores the final result. The algorithm relies more on simulation and pointer or index tracking than complex data structures.
What is the time complexity of Read N Characters Given Read4?
The time complexity is O(n) because each character is copied at most once into the final buffer. Even though the algorithm calls read4 multiple times, the total processed characters never exceed n. Space complexity is O(1) due to the fixed 4‑character temporary buffer.

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