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HomeLeetCode ProblemsImmediate Food Delivery II
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How to Solve Immediate Food Delivery II Problem

Master the Immediate Food Delivery II LeetCode problem with undetectable real-time assistance. Get instant solutions and explanations during your coding interviews.

Phantom Code generates complete solutions and debugging hints that you can use while explaining your approach, so you stay calm and in control.

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Medium#1174
LeetCode Problem

Immediate Food Delivery II

Table: Delivery If the customer's preferred delivery date is the same as the order date, then the order is called immediate; otherwise, it is called scheduled. The first order of a customer is the order with the earliest order date that the customer made. It is guaranteed that a customer has precisely one first order. Write a solution to find the percentage of immediate orders in the first orders of all customers, rounded to 2 decimal places. The result format is in the following example.

Database

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Problem Breakdown

Understanding the Immediate Food Delivery II Problem

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

Problem Statement

Table: Delivery If the customer's preferred delivery date is the same as the order date, then the order is called immediate; otherwise, it is called scheduled. The first order of a customer is the order with the earliest order date that the customer made. It is guaranteed that a customer has precisely one first order. Write a solution to find the percentage of immediate orders in the first orders of all customers, rounded to 2 decimal places. The result format is in the following example.

MediumProblem #1174
LeetCode

Immediate Food Delivery II

Related Topics

Database

How Phantom Code Helps

Get real-time assistance for Immediate Food Delivery II problems during coding interviews. Phantom Code provides instant solutions and explanations.

Examples

# Example 1

Input
—
Output
—

# Example 2

Input
Delivery table: +-------------+-------------+------------+-----------------------------+ | delivery_id | customer_id | order_date | customer_pref_delivery_date | +-------------+-------------+------------+-----------------------------+ | 1           | 1           | 2019-08-01 | 2019-08-02                  | | 2           | 2           | 2019-08-02 | 2019-08-02                  | | 3           | 1           | 2019-08-11 | 2019-08-12                  | | 4           | 3           | 2019-08-24 | 2019-08-24                  | | 5           | 3           | 2019-08-21 | 2019-08-22                  | | 6           | 2           | 2019-08-11 | 2019-08-13                  | | 7           | 4           | 2019-08-09 | 2019-08-09                  | +-------------+-------------+------------+-----------------------------+
Output
+----------------------+ | immediate_percentage | +----------------------+ | 50.00                | +----------------------+

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Solve Immediate Food Delivery II — Table: Delivery If the customer's preferred delivery date is the same as the ord...

Here's the optimal approach using Database:

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

Time: O(n)  |  Space: O(n)

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Undetectability and technical details

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Frequently Asked Questions

Common questions about solving Immediate Food Delivery II and using Phantom Code during coding interviews.

How does Phantom Code help me solve coding problems like Immediate Food Delivery II 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 Immediate Food Delivery II?
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 Immediate Food Delivery II?
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 Immediate Food Delivery II 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 Immediate Food Delivery II 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 Immediate Food Delivery II 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 Immediate Food Delivery II 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 Immediate Food Delivery II 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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