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HomeLeetCode ProblemsExclusive Time of Functions
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How to Solve Exclusive Time of Functions Problem

Master the Exclusive Time of Functions LeetCode problem with undetectable real-time assistance. Get instant solutions and explanations during your coding interviews.

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Medium#636
LeetCode Problem

Exclusive Time of Functions

On a single-threaded CPU, we execute a program containing n functions. Each function has a unique ID between 0 and n-1. Function calls are stored in a call stack: when a function call starts, its ID is pushed onto the stack, and when a function call ends, its ID is popped off the stack. The function whose ID is at the top of the stack is the current function being executed. Each time a function starts or ends, we write a log with the ID, whether it started or ended, and the timestamp. You are given a list logs, where logs[i] represents the ith log message formatted as a string "{function_id}:{"start" | "end"}:{timestamp}". For example, "0:start:3" means a function call with function ID 0 started at the beginning of timestamp 3, and "1:end:2" means a function call with function ID 1 ended at the end of timestamp 2. Note that a function can be called multiple times, possibly recursively. A function's exclusive time is the sum of execution times for all function calls in the program. For example, if a function is called twice, one call executing for 2 time units and another call executing for 1 time unit, the exclusive time is 2 + 1 = 3. Return the exclusive time of each function in an array, where the value at the ith index represents the exclusive time for the function with ID i.

ArrayStack

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Problem Breakdown

Understanding the Exclusive Time of Functions Problem

Let's break down this LeetCode problem and understand what makes it challenging in interview settings.

Problem Statement

On a single-threaded CPU, we execute a program containing n functions. Each function has a unique ID between 0 and n-1. Function calls are stored in a call stack: when a function call starts, its ID is pushed onto the stack, and when a function call ends, its ID is popped off the stack. The function whose ID is at the top of the stack is the current function being executed. Each time a function starts or ends, we write a log with the ID, whether it started or ended, and the timestamp. You are given a list logs, where logs[i] represents the ith log message formatted as a string "{function_id}:{"start" | "end"}:{timestamp}". For example, "0:start:3" means a function call with function ID 0 started at the beginning of timestamp 3, and "1:end:2" means a function call with function ID 1 ended at the end of timestamp 2. Note that a function can be called multiple times, possibly recursively. A function's exclusive time is the sum of execution times for all function calls in the program. For example, if a function is called twice, one call executing for 2 time units and another call executing for 1 time unit, the exclusive time is 2 + 1 = 3. Return the exclusive time of each function in an array, where the value at the ith index represents the exclusive time for the function with ID i.

MediumProblem #636
LeetCode

Exclusive Time of Functions

Related Topics

ArrayStack

How Phantom Code Helps

Get real-time assistance for Exclusive Time of Functions problems during coding interviews. Phantom Code provides instant solutions and explanations.

Examples

# Example 1

Input
n = 2, logs = ["0:start:0","1:start:2","1:end:5","0:end:6"]
Output
[3,4]

# Example 2

Input
n = 1, logs = ["0:start:0","0:start:2","0:end:5","0:start:6","0:end:6","0:end:7"]
Output
[8]

# Example 3

Input
n = 2, logs = ["0:start:0","0:start:2","0:end:5","1:start:6","1:end:6","0:end:7"]
Output
[7,1]

Constraints

1 <= n <= 100
2 <= logs.length <= 500
0 <= function_id < n
0 <= timestamp <= 109
No two start events will happen at the same timestamp.
No two end events will happen at the same timestamp.
Each function has an "end" log for each "start" log.

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Solve Exclusive Time of Functions — On a single-threaded CPU, we execute a program containing n functions. Each func...

Here's the optimal approach using Array:

def solve(input):
# Optimal O(n) solution
return result

Time: O(n)  |  Space: O(n)

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Frequently Asked Questions

Common questions about solving Exclusive Time of Functions and using Phantom Code during coding interviews.

How does Phantom Code help me solve coding problems like Exclusive Time of Functions during interviews?
Phantom Code generates complete solutions instantly with proper complexity analysis, letting you focus on explaining your approach and demonstrating problem-solving skills rather than getting stuck on implementation details during high-pressure situations.
What if the interviewer asks follow-up questions or modifications to problems like Exclusive Time of Functions?
Phantom Code adapts in real-time. Screenshot the modified problem or use audio mode to capture the interviewer's follow-up, and get an updated solution within seconds — including edge cases and optimizations.
Can Phantom Code help me communicate my solution for problems like Exclusive Time of Functions?
Yes. Phantom Code provides step-by-step approach explanations with 3 progressive thoughts, so you can walk through your solution naturally. It also provides time and space complexity analysis to discuss trade-offs.
How does Phantom Code assist with different programming languages for Exclusive Time of Functions type problems?
Phantom Code supports 11 programming languages including Python, Java, C++, JavaScript, TypeScript, Go, Rust, Ruby, Swift, Kotlin, and C#. Set your preferred language and get idiomatic solutions.
What coding mistakes does Phantom Code help me avoid during Exclusive Time of Functions interviews?
Phantom Code catches common mistakes like off-by-one errors, missing edge cases, incorrect base conditions, and suboptimal approaches. It provides clean, well-structured code that handles all edge cases.
Is Phantom Code detectable when solving problems like Exclusive Time of Functions during live interviews?
No. Phantom Code runs as an invisible desktop overlay that doesn't appear in screen shares, recordings, or proctoring software. It works with Zoom, HackerRank, CodeSignal, CoderPad, and all major platforms.
How does Phantom Code help when I'm struggling with Exclusive Time of Functions style questions under pressure?
The AI provides structured guidance: first the approach (what algorithm/data structure to use and why), then the implementation with clean code, and finally complexity analysis. This helps you think clearly even under pressure.
Does Phantom Code work for the coding platforms used in Exclusive Time of Functions interviews?
Yes. Phantom Code works with all major coding platforms including LeetCode, HackerRank, CodeSignal, CoderPad, HackerEarth, and any browser-based coding environment.
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