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@jianminchen
Created January 19, 2017 23:31
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Hackerrank week code 28 - value of friendship - code review, make the code more readable - study one of C# submissions
using System;
using System.Collections.Generic;
using System.IO;
using System.Linq;
class Solution
{
/*
* January 19, 2016
*/
public struct Group
{
public int Links;
public Stack<int> Nodes;
/*
* Small group will join the bigger group.
*/
public static void MergeSmallGroupToLargeOne(
Group[] groups,
int smallGroupId,
int bigGroupId,
int[] nodeGroupId)
{
groups[bigGroupId].Links += groups[smallGroupId].Links + 1;
Stack<int> destination = groups[bigGroupId].Nodes;
Stack<int> source = groups[smallGroupId].Nodes;
while (source.Count > 0)
{
int node = source.Pop();
nodeGroupId[node] = bigGroupId;
destination.Push(node);
}
}
/*
* Go over the calculation formula about value of friendships
*
*/
public static ulong CalculateValue(Group[] sortedGroups)
{
ulong additionalLinks = 0;
ulong totalValueOfFriendship = 0;
ulong totalFriends = 0;
// Each group is maximized in order... additionalLinks added at end
foreach (Group group in sortedGroups)
{
ulong links = (ulong)(group.Nodes.Count - 1);
ulong lookupValue = FriendshipValueCalculation.GetLookupTable()[links];
totalValueOfFriendship += lookupValue + totalFriends * links;
additionalLinks += (ulong)group.Links - links;
totalFriends += links * (links + 1);
}
totalValueOfFriendship += additionalLinks * totalFriends;
return totalValueOfFriendship;
}
/*
* filter out empty group, check Group class member
* @groupCount - total groups, excluding merged groups
* @groupIndex - total groups, including merged groups
*
* check Nodes in the stack, if the stack is empty, then the group is empty.
*/
public static Group[] GetNonemptyGroups(int groupCount, int groupIndex, Group[] groups)
{
Group[] nonEmptyGroups = new Group[groupCount];
int index = 0;
for (int i = 1; i <= groupIndex; i++)
{
if (groups[i].Nodes.Count > 0)
{
nonEmptyGroups[index++] = groups[i];
}
}
return nonEmptyGroups;
}
}
/*
* Design talk:
* 1 <= n <= 100,000, n is the total students
* 1 <= m <= 2 * 100,000, m is the total friendship
* @groups -
* @groupIdMap -
*/
public class GroupManagement
{
public Group[] Components;
public int[] IdMap;
public int Index = 0;
public int Count = 0;
public GroupManagement(int totalStudents)
{
Components = new Group[totalStudents / 2 + 1]; //
IdMap = new int[totalStudents + 1]; // less than 2MB
Index = 0;
Count = 0;
}
/*
*
1) neither in a group: create new group with 2 nodes
2) only one in a group: add the other
3) both already in same group - increase Links
4) both already in different groups... join groups
*
*/
public void AddFriendshipToGroups(int id1, int id2)
{
int groupId1 = IdMap[id1];
int groupId2 = IdMap[id2];
if (groupId1 == 0 || groupId2 == 0)
{
if (groupId1 == 0 && groupId2 == 0)
{
Index++;
Count++;
Components[Index].Links = 1;
Components[Index].Nodes = new Stack<int>();
Components[Index].Nodes.Push(id1);
Components[Index].Nodes.Push(id2);
IdMap[id1] = Index;
IdMap[id2] = Index;
}
else if (groupId1 == 0)
{
// add student1 into student2's group
Components[groupId2].Nodes.Push(id1);
Components[groupId2].Links++;
IdMap[id1] = groupId2;
}
else
{
// add student2 into studnet1's group
Components[groupId1].Nodes.Push(id2);
Components[groupId1].Links++;
IdMap[id2] = groupId1;
}
}
else
{
if (groupId1 == groupId2)
{
Components[groupId1].Links++;
}
else // merge two groups
{
Count--;
int groupSize1 = Components[groupId1].Nodes.Count;
int groupSize2 = Components[groupId2].Nodes.Count;
if (groupSize1 < groupSize2)
{
Group.MergeSmallGroupToLargeOne(Components, groupId1, groupId2, IdMap);
}
else
{
Group.MergeSmallGroupToLargeOne(Components, groupId2, groupId1, IdMap);
}
}
}
}
}
/*
* descending
*/
public class GroupComparer : Comparer<Group>
{
public override int Compare(Group x, Group y)
{
return (y.Nodes.Count - x.Nodes.Count);
}
}
/*
* add some calculation description here.
*/
public class FriendshipValueCalculation
{
public static long FRIENDSHIPS_MAXIMUM = 200000;
public static ulong[] GetLookupTable()
{
ulong[] friendshipsLookupTable = new ulong[FRIENDSHIPS_MAXIMUM]; // 1.6 MB
ulong valueOfFriendship = 0;
for (int i = 1; i < FRIENDSHIPS_MAXIMUM; i++)
{
valueOfFriendship += (ulong)i * (ulong)(i + 1);
friendshipsLookupTable[i] = valueOfFriendship;
}
return friendshipsLookupTable;
}
}
static void Main(String[] args)
{
ProcessInput();
//RunSampleTestcase();
//RunSampleTestcase2();
}
public static void ProcessInput()
{
GroupComparer headComparer = new GroupComparer();
int queries = Convert.ToInt32(Console.ReadLine());
for (int query = 0; query < queries; query++)
{
string[] tokens_n = Console.ReadLine().Split(' ');
int studentsCount = Convert.ToInt32(tokens_n[0]);
int friendshipsCount = Convert.ToInt32(tokens_n[1]);
GroupManagement groupManager = new GroupManagement(studentsCount);
for (int i = 0; i < friendshipsCount; i++)
{
string[] relationship = Console.ReadLine().Split(' ');
int id1 = Convert.ToInt32(relationship[0]);
int id2 = Convert.ToInt32(relationship[1]);
groupManager.AddFriendshipToGroups(id1, id2);
}
// Sort all groups from large one with more students to small one with less students
Group[] groupsNeedSorting =
Group.GetNonemptyGroups(
groupManager.Count,
groupManager.Index,
groupManager.Components);
Array.Sort(groupsNeedSorting, headComparer);
Console.WriteLine(Group.CalculateValue(groupsNeedSorting));
}
}
/*
*
* Need to work on the sample test case
* 1. student 1 and 2 become friends
* 1-2 3 4 5, we then sum the number of friends that each student has
* to get 1 + 1 + 0 + 0 + 0 = 2.
* 2. Student 2 and 3 become friends:
* 1-2-3 4 5, we then sum the number of friends that each student has to get
* 2 + 2 + 2 + 0 + 0 = 6.
* 3. Student 4 and 5 become friends:
* 1-2-3 4-5, we then sum the number of friends that each student has to get
* 2 + 2 + 2 + 1 + 1 = 8.
* 4. Student 1 and 3 become friends: (we hold to add 1 and 3 until 4 and 5
* are added to maximize the value.)
* 1-2-3 4-5, we then sum the number of friends that each student has to get
* 2 + 2 + 2 + 1 + 1 = 8.
* Total is 2 + 6 + 8 + 8 = 24.
*/
public static void RunSampleTestcase()
{
string[][] datas = new string[1][];
datas[0] = new string[2];
datas[0][0] = "5";
datas[0][1] = "4";
string[][] allFriendships = new string[1][];
allFriendships[0] = new string[4];
allFriendships[0][0] = "1 2";
allFriendships[0][1] = "2 3";
allFriendships[0][2] = "1 3";
allFriendships[0][3] = "4 5";
Console.WriteLine(RunTestcase(datas, allFriendships));
}
public static void RunSampleTestcase2()
{
string[][] datas = new string[1][];
datas[0] = new string[2];
datas[0][0] = "5";
datas[0][1] = "4";
string[][] allFriendships = new string[1][];
allFriendships[0] = new string[4];
allFriendships[0][0] = "1 2";
allFriendships[0][1] = "3 2";
allFriendships[0][2] = "4 2";
allFriendships[0][3] = "4 3";
Console.WriteLine(RunTestcase(datas, allFriendships));
}
private static ulong RunTestcase(string[][] datas, string[][] allFriendships)
{
GroupComparer headComparer = new GroupComparer();
int studentsCount = Convert.ToInt32(datas[0][0]);
int friendshipsCount = Convert.ToInt32(datas[0][1]);
GroupManagement groupManager = new GroupManagement(studentsCount);
for (int i = 0; i < friendshipsCount; i++)
{
string[] relationship = allFriendships[0][i].Split(' ');
int id1 = Convert.ToInt32(relationship[0]);
int id2 = Convert.ToInt32(relationship[1]);
groupManager.AddFriendshipToGroups(id1, id2);
}
// Get all groups large to small
Group[] groupNeedSorting =
Group.GetNonemptyGroups(
groupManager.Count,
groupManager.Index,
groupManager.Components);
Array.Sort(groupNeedSorting, headComparer);
return Group.CalculateValue(groupNeedSorting);
}
}
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