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1 | 1 | class Solution {
|
2 |
| - public List<String> mostVisitedPattern(String[] username, int[] timestamp, String[] website) { |
3 |
| - Map<String, List<Visit>> visitMap = new HashMap<>(); |
4 |
| - int n = username.length; |
5 |
| - for (int i = 0; i < n; i++) { |
6 |
| - visitMap.computeIfAbsent(username[i], k -> new ArrayList<>()).add(new Visit(timestamp[i], website[i])); |
7 |
| - } |
8 |
| - |
9 |
| - Map<String, Integer> tripletMap = new HashMap<>(); |
10 |
| - for (String user : visitMap.keySet()) { |
11 |
| - List<Visit> visits = visitMap.get(user); |
12 |
| - Collections.sort(visits); |
13 |
| - Set<String> visited = new HashSet<>(); |
14 |
| - for (int i = 0; i < visits.size(); i++) { |
15 |
| - for (int j = i + 1; j < visits.size(); j++) { |
16 |
| - for (int k = j + 1; k < visits.size(); k++) { |
17 |
| - String tempTriplet = visits.get(i).website + "," + visits.get(j).website + "," + visits.get(k).website; |
18 |
| - if (visited.add(tempTriplet)) { |
19 |
| - tripletMap.put(tempTriplet, tripletMap.getOrDefault(tempTriplet, 0) + 1); |
20 |
| - } |
21 |
| - } |
22 |
| - } |
23 |
| - } |
24 |
| - } |
25 |
| - |
26 |
| - int maxValue = 0; |
27 |
| - String res = ""; |
28 |
| - for (String triplet : tripletMap.keySet()) { |
29 |
| - if (tripletMap.get(triplet) > maxValue) { |
30 |
| - maxValue = tripletMap.get(triplet); |
31 |
| - res = triplet; |
32 |
| - } |
33 |
| - else if (tripletMap.get(triplet) == maxValue) { |
34 |
| - if (triplet.compareTo(res) < 0) { |
35 |
| - res = triplet; |
36 |
| - } |
37 |
| - } |
38 |
| - } |
39 |
| - |
40 |
| - return Arrays.asList(res.split(",")); |
| 2 | + public List<String> mostVisitedPattern(String[] username, int[] timestamp, String[] website) { |
| 3 | + List<List<String>> sessions = new ArrayList<>(); |
| 4 | + int n = timestamp.length; |
| 5 | + // Form a session list -> user[i] at timestamp[i] visited website[i] |
| 6 | + for (int i = 0; i < n; i++) { |
| 7 | + sessions.add(new ArrayList<>()); |
| 8 | + sessions.get(i).add(username[i]); |
| 9 | + sessions.get(i).add(String.valueOf(timestamp[i])); |
| 10 | + sessions.get(i).add(website[i]); |
41 | 11 | }
|
42 |
| -} |
43 |
| - |
44 |
| -class Visit implements Comparable<Visit> { |
45 |
| - int timestamp; |
46 |
| - String website; |
47 |
| - |
48 |
| - public Visit(int timestamp, String website) { |
49 |
| - this.timestamp = timestamp; |
50 |
| - this.website = website; |
| 12 | + // Sort by timestamp |
| 13 | + sessions.sort((a, b) -> Integer.parseInt(a.get(1)) - Integer.parseInt(b.get(1))); |
| 14 | + Map<String, List<String>> visited = new HashMap<>(); |
| 15 | + // Create a hashmap user -> list of websites visited |
| 16 | + for (int i = 0; i < n; i++) { |
| 17 | + visited.computeIfAbsent(sessions.get(i).get(0), k -> new ArrayList<>()).add(sessions.get(i).get(2)); |
51 | 18 | }
|
52 |
| - |
53 |
| - public String toString() { |
54 |
| - return timestamp + "->" + website; |
| 19 | + Map<String, Integer> sequence = new HashMap<>(); |
| 20 | + int maxCount = 0; |
| 21 | + String maxSeq = ""; |
| 22 | + for (String name : visited.keySet()) { |
| 23 | + if (visited.get(name).size() >= 3) { |
| 24 | + // Form all possible combination of websites visited of size 3 |
| 25 | + Set<String> subseqences = subseqence(visited.get(name)); |
| 26 | + for (String seq : subseqences){ |
| 27 | + sequence.put(seq, sequence.getOrDefault(seq, 0) + 1); |
| 28 | + if(sequence.get(seq) > maxCount){ |
| 29 | + maxCount = sequence.get(seq); |
| 30 | + maxSeq = seq; |
| 31 | + } |
| 32 | + else if (sequence.get(seq) == maxCount && seq.compareTo(maxSeq) < 0) { |
| 33 | + maxSeq = seq; |
| 34 | + } |
| 35 | + } |
| 36 | + } |
| 37 | + } |
| 38 | + String[] strs = maxSeq.split(","); |
| 39 | + List<String> res = new ArrayList<>(); |
| 40 | + for (String s : strs) { |
| 41 | + res.add(s); |
55 | 42 | }
|
56 |
| - |
57 |
| - public int compareTo(Visit visit) { |
58 |
| - return this.timestamp - visit.timestamp; |
| 43 | + return res; |
| 44 | + } |
| 45 | + |
| 46 | + private Set<String> subseqence(List<String> list) { |
| 47 | + Set<String> set = new HashSet<>(); |
| 48 | + int n = list.size(); |
| 49 | + for (int i = 0; i < n - 2; i++) { |
| 50 | + for (int j = i + 1; j < n - 1; j++) { |
| 51 | + for (int k = j + 1; k < n; k++) { |
| 52 | + set.add(list.get(i) + "," + list.get(j) + "," + list.get(k)); |
| 53 | + } |
| 54 | + } |
59 | 55 | }
|
| 56 | + return set; |
| 57 | + } |
60 | 58 | }
|
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