|
| 1 | +# Problem #6 - Zigzag Conversion |
| 2 | + |
| 3 | +**Difficulty:** Medium |
| 4 | +**LeetCode Link:** [Zigzag Conversion](https://leetcode.com/problems/zigzag-conversion/) |
| 5 | + |
| 6 | +## Problem Description |
| 7 | + |
| 8 | +The string `"PAYPALISHIRING"` is written in a zigzag pattern on a given number of rows like this: |
| 9 | + |
| 10 | +``` |
| 11 | +P A H N |
| 12 | +A P L S I I G |
| 13 | +Y I R |
| 14 | +``` |
| 15 | + |
| 16 | +And then read line by line: `"PAHNAPLSIIGYIR"` |
| 17 | + |
| 18 | +Write the code that will take a string and make this conversion given a number of rows. |
| 19 | + |
| 20 | +### Constraints |
| 21 | + |
| 22 | +- `1 <= s.length <= 1000` |
| 23 | +- `s` consists of English letters (lower-case and upper-case), `','` and `'.'` |
| 24 | +- `1 <= numRows <= 1000` |
| 25 | + |
| 26 | +## Examples |
| 27 | + |
| 28 | +### Example 1 |
| 29 | + |
| 30 | +``` |
| 31 | +Input: s = "PAYPALISHIRING", numRows = 3 |
| 32 | +Output: "PAHNAPLSIIGYIR" |
| 33 | +
|
| 34 | +Visual representation: |
| 35 | +P A H N |
| 36 | +A P L S I I G |
| 37 | +Y I R |
| 38 | +``` |
| 39 | + |
| 40 | +### Example 2 |
| 41 | + |
| 42 | +``` |
| 43 | +Input: s = "PAYPALISHIRING", numRows = 4 |
| 44 | +Output: "PINALSIGYAHRPI" |
| 45 | +
|
| 46 | +Visual representation: |
| 47 | +P I N |
| 48 | +A L S I G |
| 49 | +Y A H R |
| 50 | +P I |
| 51 | +``` |
| 52 | + |
| 53 | +### Example 3 |
| 54 | + |
| 55 | +``` |
| 56 | +Input: s = "A", numRows = 1 |
| 57 | +Output: "A" |
| 58 | +``` |
| 59 | + |
| 60 | +## Approach |
| 61 | + |
| 62 | +### Approach 1: Row-by-Row Simulation (Optimal) |
| 63 | + |
| 64 | +Simulate the zigzag pattern by tracking which row each character belongs to. |
| 65 | + |
| 66 | +**Algorithm:** |
| 67 | + |
| 68 | +1. Create an array of strings, one for each row |
| 69 | +2. Iterate through the input string character by character |
| 70 | +3. Track the current row and direction (going down or up) |
| 71 | +4. Add each character to its corresponding row |
| 72 | +5. Change direction when hitting the top (row 0) or bottom (row numRows-1) |
| 73 | +6. Concatenate all rows to get the result |
| 74 | + |
| 75 | +**Visual Example (numRows = 4):** |
| 76 | + |
| 77 | +``` |
| 78 | +Index: 0 1 2 3 4 5 6 7 8 9 ... |
| 79 | +Row: 0 1 2 3 2 1 0 1 2 3 ... |
| 80 | +Direction: ↓ ↓ ↓ ↓ ↑ ↑ ↑ ↓ ↓ ↓ ... |
| 81 | +``` |
| 82 | + |
| 83 | +- **Time Complexity:** O(n) - visit each character once |
| 84 | +- **Space Complexity:** O(n) - store all characters in row arrays |
| 85 | + |
| 86 | +### Approach 2: Mathematical Index Calculation |
| 87 | + |
| 88 | +Instead of simulating, calculate which characters belong to each row using index patterns. |
| 89 | + |
| 90 | +**Key Insight:** |
| 91 | + |
| 92 | +- The zigzag pattern has a cycle length of `2 * numRows - 2` |
| 93 | +- For row `i`, characters appear at indices: |
| 94 | + - `i, i + cycleLen, i + 2*cycleLen, ...` (downward part) |
| 95 | + - `cycleLen - i, 2*cycleLen - i, ...` (upward part, for middle rows only) |
| 96 | + |
| 97 | +**Example (numRows = 4, cycleLen = 6):** |
| 98 | + |
| 99 | +``` |
| 100 | +Row 0: indices 0, 6, 12, ... (only downward) |
| 101 | +Row 1: indices 1, 5, 7, 11, 13, ... (both directions) |
| 102 | +Row 2: indices 2, 4, 8, 10, 14, ... (both directions) |
| 103 | +Row 3: indices 3, 9, 15, ... (only downward) |
| 104 | +``` |
| 105 | + |
| 106 | +- **Time Complexity:** O(n) - visit each character once |
| 107 | +- **Space Complexity:** O(n) - for result string (O(1) extra working space) |
| 108 | + |
| 109 | +### Approach 3: StringBuilder Array (Alternative) |
| 110 | + |
| 111 | +Similar to Approach 1 but uses explicit numeric direction tracking. |
| 112 | + |
| 113 | +- **Time Complexity:** O(n) |
| 114 | +- **Space Complexity:** O(n) |
| 115 | + |
| 116 | +## Solution Results |
| 117 | + |
| 118 | +| Approach | Time Complexity | Space Complexity | LeetCode Runtime | Memory | |
| 119 | +| --------------------------- | --------------- | ---------------- | ---------------- | ------- | |
| 120 | +| Row-by-Row Simulation | O(n) | O(n) | ~4ms | ~50 MB | |
| 121 | +| Mathematical Index | O(n) | O(n) | ~4ms | ~49 MB | |
| 122 | +| StringBuilder Array | O(n) | O(n) | ~5ms | ~50 MB | |
| 123 | + |
| 124 | +## Complexity Analysis |
| 125 | + |
| 126 | +### Why O(n) Time for All Approaches? |
| 127 | + |
| 128 | +All three approaches process each character exactly once: |
| 129 | + |
| 130 | +1. **Simulation:** One pass through the string, adding to rows |
| 131 | +2. **Mathematical:** One pass building the result by row, each char visited once |
| 132 | +3. **Alternative:** Same as simulation with different structure |
| 133 | + |
| 134 | +### Why O(n) Space? |
| 135 | + |
| 136 | +We need to store the result string which has the same length as the input. The row arrays or result builders collectively hold n characters. |
| 137 | + |
| 138 | +## Key Insights |
| 139 | + |
| 140 | +1. **Pattern Recognition:** The zigzag creates a predictable pattern with cycle length `2 * numRows - 2` |
| 141 | + |
| 142 | +2. **Edge Cases Matter:** |
| 143 | + - `numRows = 1`: No zigzag occurs, return original string |
| 144 | + - `numRows >= s.length`: Each character on its own row, return original string |
| 145 | + |
| 146 | +3. **Direction Toggle:** Direction changes exactly at row 0 and row `numRows - 1` |
| 147 | + |
| 148 | +4. **Middle Rows Have Two Characters Per Cycle:** Unlike the first and last rows, middle rows receive characters from both the "going down" and "going up" phases |
| 149 | + |
| 150 | +5. **Cycle Length Formula:** For `numRows` rows, one complete down-and-up cycle contains `2 * numRows - 2` characters |
| 151 | + |
| 152 | +## Visual Understanding |
| 153 | + |
| 154 | +For `"PAYPALISHIRING"` with `numRows = 4`: |
| 155 | + |
| 156 | +``` |
| 157 | +Step-by-step placement: |
| 158 | +
|
| 159 | +P → Row 0 |
| 160 | +A → Row 1 |
| 161 | +Y → Row 2 |
| 162 | +P → Row 3 (change direction ↑) |
| 163 | +A → Row 2 |
| 164 | +L → Row 1 |
| 165 | +I → Row 0 (change direction ↓) |
| 166 | +S → Row 1 |
| 167 | +H → Row 2 |
| 168 | +I → Row 3 (change direction ↑) |
| 169 | +R → Row 2 |
| 170 | +I → Row 1 |
| 171 | +N → Row 0 (change direction ↓) |
| 172 | +G → Row 1 |
| 173 | +
|
| 174 | +Final rows: |
| 175 | +Row 0: P I N |
| 176 | +Row 1: A L S I G |
| 177 | +Row 2: Y A H R |
| 178 | +Row 3: P I |
| 179 | +
|
| 180 | +Result: "PINALSIGYAHRPI" |
| 181 | +``` |
| 182 | + |
| 183 | +## Notes |
| 184 | + |
| 185 | +- The mathematical approach is slightly more memory-efficient as it doesn't need temporary row storage |
| 186 | +- Both simulation approaches are more intuitive and easier to understand |
| 187 | +- All approaches handle the edge cases identically |
| 188 | +- String concatenation in JavaScript is optimized, so using `+=` is acceptable for this problem size |
| 189 | + |
| 190 | +## Code Quality Checklist |
| 191 | + |
| 192 | +- [x] Handles all edge cases (numRows = 1, numRows >= length) |
| 193 | +- [x] O(n) time complexity achieved |
| 194 | +- [x] O(n) space complexity (optimal for this problem) |
| 195 | +- [x] Clean, readable code with meaningful variable names |
| 196 | +- [x] Comprehensive test coverage |
| 197 | +- [x] Multiple solution approaches demonstrated |
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