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1 | 1 | package g3201_3300.s3245_alternating_groups_iii
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2 | 2 |
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3 |
| -// #Hard #Array #Binary_Indexed_Tree #2025_02_12_Time_188_ms_(100.00%)_Space_95.34_MB_(100.00%) |
| 3 | +// #Hard #Array #Binary_Indexed_Tree #2025_03_15_Time_70_ms_(100.00%)_Space_108.25_MB_(_%) |
4 | 4 |
|
5 |
| -import java.util.TreeMap |
6 |
| -import kotlin.math.max |
| 5 | +import java.util.BitSet |
7 | 6 |
|
8 | 7 | class Solution {
|
9 |
| - // Binary Indexed Tree (BIT) class. |
10 |
| - private class BIT { |
11 |
| - var bs: IntArray = IntArray(SZ) |
12 |
| - |
13 |
| - // Update BIT: add value y to index x. |
14 |
| - fun update(x: Int, y: Int) { |
15 |
| - var x = x |
16 |
| - x = OFFSET - x |
17 |
| - while (x < SZ) { |
18 |
| - bs[x] += y |
19 |
| - x += x and -x |
20 |
| - } |
21 |
| - } |
22 |
| - |
23 |
| - // Query BIT: get the prefix sum up to index x. |
24 |
| - fun query(x: Int): Int { |
25 |
| - var x = x |
26 |
| - x = OFFSET - x |
27 |
| - var ans = 0 |
28 |
| - while (x > 0) { |
29 |
| - ans += bs[x] |
30 |
| - x -= x and -x |
| 8 | + fun numberOfAlternatingGroups(colors: IntArray, queries: Array<IntArray>): MutableList<Int?> { |
| 9 | + val n = colors.size |
| 10 | + val set = BitSet() |
| 11 | + val bit = BIT(n) |
| 12 | + for (i in 0..<n) { |
| 13 | + if (colors[i] == colors[getIndex(i + 1, n)]) { |
| 14 | + add(set, bit, n, i) |
31 | 15 | }
|
32 |
| - return ans |
33 | 16 | }
|
34 |
| - |
35 |
| - // Clear BIT values starting from index x. |
36 |
| - fun clear(x: Int) { |
37 |
| - var x = x |
38 |
| - x = OFFSET - x |
39 |
| - while (x < SZ) { |
40 |
| - bs[x] = 0 |
41 |
| - x += x and -x |
| 17 | + val ans: MutableList<Int?> = ArrayList<Int?>() |
| 18 | + for (q in queries) { |
| 19 | + if (q[0] == 1) { |
| 20 | + if (set.isEmpty) { |
| 21 | + ans.add(n) |
| 22 | + } else { |
| 23 | + val size = q[1] |
| 24 | + val res = bit.query(size) |
| 25 | + ans.add(res[1] - res[0] * (size - 1)) |
| 26 | + } |
| 27 | + } else { |
| 28 | + val i = q[1] |
| 29 | + var color = colors[i] |
| 30 | + if (q[2] == color) { |
| 31 | + continue |
| 32 | + } |
| 33 | + val pre = getIndex(i - 1, n) |
| 34 | + if (colors[pre] == color) { |
| 35 | + remove(set, bit, n, pre) |
| 36 | + } |
| 37 | + val next = getIndex(i + 1, n) |
| 38 | + if (colors[next] == color) { |
| 39 | + remove(set, bit, n, i) |
| 40 | + } |
| 41 | + colors[i] = colors[i] xor 1 |
| 42 | + color = colors[i] |
| 43 | + if (colors[pre] == color) { |
| 44 | + add(set, bit, n, pre) |
| 45 | + } |
| 46 | + if (colors[next] == color) { |
| 47 | + add(set, bit, n, i) |
| 48 | + } |
42 | 49 | }
|
43 | 50 | }
|
| 51 | + return ans |
44 | 52 | }
|
45 | 53 |
|
46 |
| - // --- BIT wrapper methods --- |
47 |
| - // Updates both BITs for a given group length. |
48 |
| - private fun edt(x: Int, y: Int) { |
49 |
| - // Second BIT is updated with x * y. |
50 |
| - BITS[1].update(x, x * y) |
51 |
| - // First BIT is updated with y. |
52 |
| - BITS[0].update(x, y) |
53 |
| - } |
54 |
| - |
55 |
| - // Combines BIT queries to get the result for a given x. |
56 |
| - private fun qry(x: Int): Int { |
57 |
| - return BITS[1].query(x) + (1 - x) * BITS[0].query(x) |
58 |
| - } |
59 |
| - |
60 |
| - // Returns the length of a group from index x to y. |
61 |
| - private fun len(x: Int, y: Int): Int { |
62 |
| - return y - x + 1 |
63 |
| - } |
64 |
| - |
65 |
| - // --- Group operations --- |
66 |
| - // Removes a group (block) by updating BIT with a negative value. |
67 |
| - private fun removeGroup(start: Int, end: Int) { |
68 |
| - edt(len(start, end), -1) |
69 |
| - } |
70 |
| - |
71 |
| - // Adds a group (block) by updating BIT with a positive value. |
72 |
| - private fun addGroup(start: Int, end: Int) { |
73 |
| - edt(len(start, end), 1) |
74 |
| - } |
75 |
| - |
76 |
| - // Initializes the alternating groups using the colors array. |
77 |
| - private fun initializeGroups(colors: IntArray, groups: TreeMap<Int, Int>) { |
78 |
| - val n = colors.size |
79 |
| - var i = 0 |
80 |
| - while (i < n) { |
81 |
| - var r = i |
82 |
| - // Determine the end of the current alternating group. |
83 |
| - while (r < n && (colors[r] + colors[i] + r + i) % 2 == 0) { |
84 |
| - ++r |
85 |
| - } |
86 |
| - // The group spans from index i to r-1. |
87 |
| - groups.put(i, r - 1) |
88 |
| - // Update BITs with the length of this group. |
89 |
| - edt(r - i, 1) |
90 |
| - // Skip to the end of the current group. |
91 |
| - i = r - 1 |
92 |
| - ++i |
| 54 | + private fun add(set: BitSet, bit: BIT, n: Int, i: Int) { |
| 55 | + if (set.isEmpty) { |
| 56 | + bit.update(n, 1) |
| 57 | + } else { |
| 58 | + update(set, bit, n, i, 1) |
93 | 59 | }
|
| 60 | + set.set(i) |
94 | 61 | }
|
95 | 62 |
|
96 |
| - // Processes a type 1 query: returns the number of alternating groups |
97 |
| - // of at least the given size. |
98 |
| - private fun processQueryType1(colors: IntArray, groups: TreeMap<Int, Int>, groupSize: Int): Int { |
99 |
| - var ans = qry(groupSize) |
100 |
| - val firstGroup = groups.firstEntry() |
101 |
| - val lastGroup = groups.lastEntry() |
102 |
| - // If there is more than one group and the first and last colors differ, |
103 |
| - // adjust the answer by "merging" the groups at the boundaries. |
104 |
| - if (firstGroup !== lastGroup && colors[0] != colors[colors.size - 1]) { |
105 |
| - val leftLen = len(firstGroup.key!!, firstGroup.value!!) |
106 |
| - val rightLen = len(lastGroup.key!!, lastGroup.value!!) |
107 |
| - ans = (ans - max((leftLen - groupSize + 1).toDouble(), 0.0)).toInt() |
108 |
| - ans = (ans - max((rightLen - groupSize + 1).toDouble(), 0.0)).toInt() |
109 |
| - ans = (ans + max((leftLen + rightLen - groupSize + 1).toDouble(), 0.0)).toInt() |
| 63 | + private fun remove(set: BitSet, bit: BIT, n: Int, i: Int) { |
| 64 | + set.clear(i) |
| 65 | + if (set.isEmpty) { |
| 66 | + bit.update(n, -1) |
| 67 | + } else { |
| 68 | + update(set, bit, n, i, -1) |
110 | 69 | }
|
111 |
| - return ans |
112 | 70 | }
|
113 | 71 |
|
114 |
| - // Processes a type 2 query: updates the color at index x and adjusts groups. |
115 |
| - private fun processQueryType2( |
116 |
| - colors: IntArray, |
117 |
| - groups: TreeMap<Int, Int>, |
118 |
| - x: Int, |
119 |
| - newColor: Int, |
120 |
| - ) { |
121 |
| - if (colors[x] == newColor) { |
122 |
| - return |
| 72 | + private fun update(set: BitSet, bit: BIT, n: Int, i: Int, v: Int) { |
| 73 | + var pre = set.previousSetBit(i) |
| 74 | + if (pre == -1) { |
| 75 | + pre = set.previousSetBit(n) |
123 | 76 | }
|
124 |
| - // Update the color at index x. |
125 |
| - colors[x] = newColor |
126 |
| - // Find the group (block) that contains index x. |
127 |
| - var it = groups.floorEntry(x) |
128 |
| - val l: Int = it!!.key!! |
129 |
| - val r: Int = it.value!! |
130 |
| - // Remove the old group from BIT and map. |
131 |
| - removeGroup(l, r) |
132 |
| - groups.remove(l) |
133 |
| - var ml = x |
134 |
| - var mr = x |
135 |
| - // Process the left side of index x. |
136 |
| - if (l != x) { |
137 |
| - groups.put(l, x - 1) |
138 |
| - addGroup(l, x - 1) |
139 |
| - } else { |
140 |
| - if (x > 0 && colors[x] != colors[x - 1]) { |
141 |
| - it = groups.floorEntry(x - 1) |
142 |
| - if (it != null) { |
143 |
| - ml = it.key!! |
144 |
| - removeGroup(it.key!!, it.value!!) |
145 |
| - groups.remove(it.key) |
146 |
| - } |
147 |
| - } |
| 77 | + var next = set.nextSetBit(i) |
| 78 | + if (next == -1) { |
| 79 | + next = set.nextSetBit(0) |
148 | 80 | }
|
149 |
| - // Process the right side of index x. |
150 |
| - if (r != x) { |
151 |
| - groups.put(x + 1, r) |
152 |
| - addGroup(x + 1, r) |
153 |
| - } else { |
154 |
| - if (x + 1 < colors.size && colors[x + 1] != colors[x]) { |
155 |
| - it = groups.ceilingEntry(x + 1) |
156 |
| - if (it != null) { |
157 |
| - mr = it.value!! |
158 |
| - removeGroup(it.key!!, it.value!!) |
159 |
| - groups.remove(it.key) |
160 |
| - } |
161 |
| - } |
162 |
| - } |
163 |
| - |
164 |
| - // Merge the affected groups into one new group. |
165 |
| - groups.put(ml, mr) |
166 |
| - addGroup(ml, mr) |
| 81 | + bit.update(getIndex(next - pre + n - 1, n) + 1, -v) |
| 82 | + bit.update(getIndex(i - pre, n), v) |
| 83 | + bit.update(getIndex(next - i, n), v) |
167 | 84 | }
|
168 | 85 |
|
169 |
| - // Clears both BITs. This is done after processing all queries. |
170 |
| - private fun clearAllBITs(n: Int) { |
171 |
| - for (i in 0..n + 2) { |
172 |
| - BITS[0].clear(i) |
173 |
| - BITS[1].clear(i) |
174 |
| - } |
| 86 | + private fun getIndex(index: Int, mod: Int): Int { |
| 87 | + val result = if (index >= mod) index - mod else index |
| 88 | + return if (index < 0) index + mod else result |
175 | 89 | }
|
176 | 90 |
|
177 |
| - // Main function to handle queries on alternating groups. |
178 |
| - fun numberOfAlternatingGroups(colors: IntArray, queries: Array<IntArray>): MutableList<Int> { |
179 |
| - val groups = TreeMap<Int, Int>() |
180 |
| - val n = colors.size |
181 |
| - val results: MutableList<Int> = ArrayList<Int>() |
182 |
| - // Initialize alternating groups. |
183 |
| - initializeGroups(colors, groups) |
184 |
| - // Process each query. |
185 |
| - for (query in queries) { |
186 |
| - if (query[0] == 1) { |
187 |
| - // Type 1 query: count alternating groups of at least a given size. |
188 |
| - val groupSize = query[1] |
189 |
| - val ans = processQueryType1(colors, groups, groupSize) |
190 |
| - results.add(ans) |
191 |
| - } else { |
192 |
| - // Type 2 query: update the color at a given index. |
193 |
| - val index = query[1] |
194 |
| - val newColor = query[2] |
195 |
| - processQueryType2(colors, groups, index, newColor) |
| 91 | + private class BIT(n: Int) { |
| 92 | + var n: Int = n + 1 |
| 93 | + var tree1: IntArray = IntArray(n + 1) |
| 94 | + var tree2: IntArray = IntArray(n + 1) |
| 95 | + |
| 96 | + fun update(size: Int, v: Int) { |
| 97 | + var i = size |
| 98 | + while (i > 0) { |
| 99 | + tree1[i] += v |
| 100 | + tree2[i] += v * size |
| 101 | + i -= i and -i |
196 | 102 | }
|
197 | 103 | }
|
198 |
| - // Clear BITs after processing all queries. |
199 |
| - clearAllBITs(n) |
200 |
| - return results |
201 |
| - } |
202 | 104 |
|
203 |
| - companion object { |
204 |
| - private const val SZ = 63333 |
205 |
| - private const val OFFSET: Int = SZ - 10 |
206 |
| - private val BITS = arrayOf<BIT>(BIT(), BIT()) |
| 105 | + fun query(size: Int): IntArray { |
| 106 | + var count = 0 |
| 107 | + var sum = 0 |
| 108 | + var i = size |
| 109 | + while (i < n) { |
| 110 | + count += tree1[i] |
| 111 | + sum += tree2[i] |
| 112 | + i += i and -i |
| 113 | + } |
| 114 | + return intArrayOf(count, sum) |
| 115 | + } |
207 | 116 | }
|
208 | 117 | }
|
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