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| 1 | +Here's a well-structured `README.md` file for **LeetCode 1204 - Last Person to Fit in the Bus**, formatted for a GitHub repository: |
| 2 | + |
| 3 | +```md |
| 4 | +# 🚌 Last Person to Fit in the Bus - LeetCode 1204 |
| 5 | + |
| 6 | +## 📌 Problem Statement |
| 7 | +You are given the **Queue** table, which contains information about people waiting for a bus. |
| 8 | + |
| 9 | +### Queue Table |
| 10 | +| Column Name | Type | |
| 11 | +| ----------- | ------- | |
| 12 | +| person_id | int | |
| 13 | +| person_name | varchar | |
| 14 | +| weight | int | |
| 15 | +| turn | int | |
| 16 | + |
| 17 | +- **person_id** contains unique values. |
| 18 | +- The **turn** column determines the order in which people will board (`turn = 1` means the first person to board). |
| 19 | +- The **bus has a weight limit of 1000 kg**. |
| 20 | +- Only **one person can board at a time**. |
| 21 | + |
| 22 | +### Task: |
| 23 | +Find **the last person** who can board the bus **without exceeding the 1000 kg weight limit**. |
| 24 | + |
| 25 | +--- |
| 26 | + |
| 27 | +## 📊 Example 1: |
| 28 | +### Input: |
| 29 | +**Queue Table** |
| 30 | +| person_id | person_name | weight | turn | |
| 31 | +| --------- | ----------- | ------ | ---- | |
| 32 | +| 5 | Alice | 250 | 1 | |
| 33 | +| 4 | Bob | 175 | 5 | |
| 34 | +| 3 | Alex | 350 | 2 | |
| 35 | +| 6 | John Cena | 400 | 3 | |
| 36 | +| 1 | Winston | 500 | 6 | |
| 37 | +| 2 | Marie | 200 | 4 | |
| 38 | + |
| 39 | +### Output: |
| 40 | +| person_name | |
| 41 | +| ----------- | |
| 42 | +| John Cena | |
| 43 | + |
| 44 | +### Explanation: |
| 45 | +Ordering by `turn`: |
| 46 | +| Turn | ID | Name | Weight | Total Weight | |
| 47 | +| ---- | --- | --------- | ------ | ------------ | |
| 48 | +| 1 | 5 | Alice | 250 | 250 | |
| 49 | +| 2 | 3 | Alex | 350 | 600 | |
| 50 | +| 3 | 6 | John Cena | 400 | 1000 | ✅ (last person to board) | |
| 51 | +| 4 | 2 | Marie | 200 | 1200 | ❌ (exceeds limit) | |
| 52 | +| 5 | 4 | Bob | 175 | ❌ | |
| 53 | +| 6 | 1 | Winston | 500 | ❌ | |
| 54 | + |
| 55 | +--- |
| 56 | + |
| 57 | +## 🖥 SQL Solution |
| 58 | + |
| 59 | +### 1️⃣ Standard MySQL Solution |
| 60 | +#### Explanation: |
| 61 | +- **Use a self-join** to accumulate the total weight up to each person's turn. |
| 62 | +- **Filter out** people whose cumulative weight exceeds **1000**. |
| 63 | +- **Find the last person** who can board. |
| 64 | + |
| 65 | +```sql |
| 66 | +SELECT a.person_name |
| 67 | +FROM |
| 68 | + Queue AS a, |
| 69 | + Queue AS b |
| 70 | +WHERE a.turn >= b.turn |
| 71 | +GROUP BY a.person_id |
| 72 | +HAVING SUM(b.weight) <= 1000 |
| 73 | +ORDER BY a.turn DESC |
| 74 | +LIMIT 1; |
| 75 | +``` |
| 76 | + |
| 77 | +--- |
| 78 | + |
| 79 | +### 📝 Step-by-Step Breakdown: |
| 80 | + |
| 81 | +1️⃣ **Self-Join on the Table** |
| 82 | +```sql |
| 83 | +FROM Queue AS a, Queue AS b |
| 84 | +WHERE a.turn >= b.turn |
| 85 | +``` |
| 86 | +- This pairs each row `a` with all rows `b` where `b.turn` is less than or equal to `a.turn`. |
| 87 | +- Allows us to calculate the **cumulative sum of weights** for each person. |
| 88 | + |
| 89 | +2️⃣ **Group by Each Person** |
| 90 | +```sql |
| 91 | +GROUP BY a.person_id |
| 92 | +``` |
| 93 | +- Groups all rows by `person_id` so we can perform calculations per person. |
| 94 | + |
| 95 | +3️⃣ **Compute the Cumulative Weight** |
| 96 | +```sql |
| 97 | +HAVING SUM(b.weight) <= 1000 |
| 98 | +``` |
| 99 | +- Filters out people whose cumulative boarding weight exceeds **1000 kg**. |
| 100 | + |
| 101 | +4️⃣ **Find the Last Person Who Can Board** |
| 102 | +```sql |
| 103 | +ORDER BY a.turn DESC |
| 104 | +LIMIT 1; |
| 105 | +``` |
| 106 | +- **Sorts by turn in descending order** so that we find the **last person** who can board. |
| 107 | +- **Limits to 1 row** to return only the last eligible person. |
| 108 | + |
| 109 | +--- |
| 110 | + |
| 111 | +## 🐍 Pandas Solution (Python) |
| 112 | +#### Explanation: |
| 113 | +- **Sort by `turn`** to simulate the boarding order. |
| 114 | +- **Compute the cumulative sum** of weights. |
| 115 | +- **Find the last person** whose weight sum **does not exceed 1000**. |
| 116 | + |
| 117 | +```python |
| 118 | +import pandas as pd |
| 119 | + |
| 120 | +def last_person_to_fit(queue: pd.DataFrame) -> pd.DataFrame: |
| 121 | + # Sort by turn |
| 122 | + queue = queue.sort_values(by="turn") |
| 123 | + |
| 124 | + # Compute cumulative weight sum |
| 125 | + queue["cumulative_weight"] = queue["weight"].cumsum() |
| 126 | + |
| 127 | + # Filter those who fit on the bus |
| 128 | + queue = queue[queue["cumulative_weight"] <= 1000] |
| 129 | + |
| 130 | + # Return the last person to fit |
| 131 | + return queue.tail(1)[["person_name"]] |
| 132 | +``` |
| 133 | + |
| 134 | +--- |
| 135 | + |
| 136 | +## 📁 File Structure |
| 137 | +``` |
| 138 | +📂 Last-Person-Fit |
| 139 | +│── 📜 README.md |
| 140 | +│── 📜 solution.sql |
| 141 | +│── 📜 solution_pandas.py |
| 142 | +│── 📜 test_cases.sql |
| 143 | +``` |
| 144 | + |
| 145 | +--- |
| 146 | + |
| 147 | +## 🔗 Useful Links |
| 148 | +- 📖 [LeetCode Problem](https://leetcode.com/problems/last-person-to-fit-in-the-bus/) |
| 149 | +- 📚 [SQL `GROUP BY` Clause](https://www.w3schools.com/sql/sql_groupby.asp) |
| 150 | +- 🐍 [Pandas cumsum() Documentation](https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.cumsum.html) |
| 151 | +``` |
| 152 | +
|
| 153 | +This README includes: |
| 154 | +- **Problem statement** |
| 155 | +- **Example input and output** |
| 156 | +- **SQL solution with explanations** |
| 157 | +- **Pandas solution in Python** |
| 158 | +- **File structure for GitHub** |
| 159 | +- **Useful links** |
| 160 | +
|
| 161 | +Let me know if you need any modifications! 🚀 |
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