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87 lines
3.1 KiB
87 lines
3.1 KiB
5 years ago
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---
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id: interval
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3 years ago
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title: Interval cheatsheet for coding interviews
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description: Interval study guide for coding interviews, including practice questions, techniques, time complexity, and recommended resources
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keywords:
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[
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interval coding interview study guide,
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interval tips for coding interviews,
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interval practice questions,
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interval useful techniques,
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interval time complexity,
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interval recommended study resources,
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]
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sidebar_label: Interval
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3 years ago
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toc_max_heading_level: 2
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5 years ago
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---
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7 years ago
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3 years ago
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<head>
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<meta property="og:image" content="https://www.techinterviewhandbook.org/social/algorithms/algorithms/algorithms-interval.png" />
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</head>
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## Introduction
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Interval questions are a subset of [array](./array.md) questions where you are given an array of two-element arrays (an interval) and the two values represent a start and an end value. Interval questions are considered part of the array family but they involve some common techniques hence they are extracted out to this special section of their own.
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An example interval array: `[[1, 2], [4, 7]]`.
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Interval questions can be tricky to those who have not tried them before because of the sheer number of cases to consider when they overlap.
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## Things to look out for during interviews
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- Clarify with the interviewer whether `[1, 2]` and `[2, 3]` are considered overlapping intervals as it affects how you will write your equality checks.
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- Clarify whether an interval of `[a, b]` will strictly follow `a` < `b` (`a` is smaller than `b`)
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## Corner cases
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- No intervals
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- Single interval
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- Two intervals
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- Non-overlapping intervals
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- An interval totally consumed within another interval
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- Duplicate intervals (exactly the same start and end)
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- Intervals which start right where another interval ends - `[[1, 2], [2, 3]]`
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## Techniques
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### Sort the array of intervals by its starting point
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A common routine for interval questions is to sort the array of intervals by each interval's starting value. This step is crucial to solving the [Merge Intervals](https://leetcode.com/problems/merge-intervals/) question.
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### Checking if two intervals overlap
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Be familiar with writing code to check if two intervals overlap.
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```py
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def is_overlap(a, b):
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return a[0] < b[1] and b[0] < a[1]
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```
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### Merging two intervals
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```py
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def merge_overlapping_intervals(a, b):
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return [min(a[0], b[0]), max(a[1], b[1])]
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```
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## Essential questions
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_These are essential questions to practice if you're studying for this topic._
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- [Merge Intervals](https://leetcode.com/problems/merge-intervals/)
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3 years ago
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- [Insert Interval](https://leetcode.com/problems/insert-interval/)
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3 years ago
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## Recommended practice questions
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_These are recommended questions to practice after you have studied for the topic and have practiced the essential questions._
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- [Non-overlapping Intervals](https://leetcode.com/problems/non-overlapping-intervals/)
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- [Meeting Rooms (LeetCode Premium)](https://leetcode.com/problems/meeting-rooms/)
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- [Meeting Rooms II (LeetCode Premium)](https://leetcode.com/problems/meeting-rooms-ii/)
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3 years ago
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## Recommended courses
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import AlgorithmCourses from '../\_courses/AlgorithmCourses.md'
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<AlgorithmCourses />
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