Marko
Reputation: 227
Linq group by, order by values
I need help I have Table:
Id Day Group Value
-------------------------------------------------
1 2016-10-11 1 10.5
2 2016-10-11 1 10.8
3 2016-10-11 1 10.7
4 2016-10-11 1 10.6
5 2016-10-11 1 10.5
6 2016-10-11 1 10.4
7 2016-10-11 1 10.8
8 2016-10-11 1 10.2
9 2016-10-11 1 10.0
10 2016-10-11 1 10.9
11 2016-10-11 2 10.1
12 2016-10-11 2 10.0
13 2016-10-11 2 10.1
14 2016-10-11 2 10.6
15 2016-10-11 2 10.7
16 2016-10-11 2 10.2
17 2016-10-11 2 10.0
18 2016-10-11 2 10.5
19 2016-10-11 2 10.5
20 2016-10-11 2 10.8
21 2016-10-12 1 11.1
22 2016-10-12 1 11.7
23 2016-10-12 1 11.0
24 2016-10-12 1 11.4
25 2016-10-12 1 11.7
26 2016-10-12 1 11.8
27 2016-10-12 1 11.1
28 2016-10-12 1 11.1
29 2016-10-12 1 11.4
30 2016-10-12 1 11.6
31 2016-10-12 2 11.9
32 2016-10-12 2 11.6
...
And I want
- order by Value
- group by Group
- group by Day
- and get only value like:
[[[10.5,10.8],[10.0,10.1]],[[11.1,11.7],[11.6,11.9]]] (example)
Respectively I need work with this value more, when I get value like example I get more value in Day. And then I split this batch to 4 batch and then I choose just first value from every group. So I will have 4 value for every Group and for 1 Day I will have 2 batch and every batch will have 4 value. And because I need have 5 value like last value in every batch I find Max Value and add it to batch with 4 value. I don’t know if you understand so there is my code:
var valueList = await Task.Factory.StartNew(() =>
(
from pv in db.Values
where DbFunctions.TruncateTime(pv.Day) >= startDate
&& DbFunctions.TruncateTime(pv.Day) <= endDate
orderby pv.Value
//group pv by pv.Day into gpv
select pv
));
var group1 = await Task.Factory.StartNew(() => (
(
from vl in valueList
where vl.Group == 1
select vl)
));
var group2 = await Task.Factory.StartNew(() =>
(
from vl in valueList
where vl.Group == 2
select vl
));
var group3 = await Task.Factory.StartNew(() =>
(
from vl in valueList
where vl.Group == 3
select vl
));
var group1Split = group1.Split(group1.Count() / 4 + 1).Select(x => x.First());
var group1Max = group1.Max();
var group2Split = group2.Split(group2.Count() / 4 + 1).Select(x => x.First());
var group2Max = group2.Max();
var group3Split = group3.Split(group3.Count() / 4 + 1).Select(x => x.First());
var group3Max = group3.Max();
var group1Values = group1Split.Concat(group1Max);
var group2Values = group2Split.Concat(group2Max);
var group3Values = group3Split.Concat(group3Max);
var groupAllValues = group1Values.Concat(group2Values).Concat(group3Values);
var groupSplitAllValues = groupAllValues.Split(5);
return Request.CreateResponse(HttpStatusCode.OK, groupSplitAllValues.ToList());
Update:
this work:
var result = db.Values
.Where(x => (DbFunctions.TruncateTime(x.Day)) >= startDate
&& (DbFunctions.TruncateTime(x.Day)) <= endDate)
.GroupBy(x => new { Day = x.Day, Group = x.Group })
.Select(x => x.Select(y => y.Value).OrderBy(z => z).ToList()).ToList();
I get this:
[
[10.0, 10.2, 10.4, 10.5, 10.5, 10.6, 10.7, 10.8, 10.8, 10.9],
[10.0, 10.0, 10.1, 10.1, 10.2, 10.5, 10.5, 10.6, 10.7, 10.8],
[11.0, 11.1, 11.1, 11.1, 11.4, 11.4, 11.6, 11.7, 11.7, 11.8],
[...]
]
But I need split every batch to in this case 2 part and select first value from this part. So I will have 2 value and then I want concat to 2 value max value from this batch so for this example my final result will be:
[
[10.0, 10.6, 10.9],
[10.0, 10.2, 10.8],
[11.0, 11.4, 11.8],
[...]
]
For splitting I use this method:
public static IEnumerable<IEnumerable<T>> Split<T>(this IEnumerable<T> source, int length)
{
if (length <= 0)
throw new ArgumentOutOfRangeException("length");
var section = new List<T>(length);
foreach (var item in source)
{
section.Add(item);
if (section.Count == length)
{
yield return section.AsReadOnly();
section = new List<T>(length);
}
}
if (section.Count > 0)
yield return section.AsReadOnly();
}
Upvotes: 0
Views: 401
Answers (2)
jdweng
Reputation: 34433
Try this
using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using System.Data;
namespace ConsoleApplication23
{
class Program
{
static void Main(string[] args)
{
DataTable dt = new DataTable();
dt.Columns.Add("ID", typeof(int));
dt.Columns.Add("Day", typeof(DateTime));
dt.Columns.Add("Group", typeof(int));
dt.Columns.Add("Value", typeof(decimal));
dt.Rows.Add(new object[] {1 , DateTime.Parse("2016-10-11"), 1, 10.5});
dt.Rows.Add(new object[] {2 , DateTime.Parse("2016-10-11"), 1, 10.8});
dt.Rows.Add(new object[] {3 , DateTime.Parse("2016-10-11"), 1, 10.7});
dt.Rows.Add(new object[] {4 , DateTime.Parse("2016-10-11"), 1, 10.6});
dt.Rows.Add(new object[] {5 , DateTime.Parse("2016-10-11"), 1, 10.5});
dt.Rows.Add(new object[] {6 , DateTime.Parse("2016-10-11"), 1, 10.4});
dt.Rows.Add(new object[] {7 , DateTime.Parse("2016-10-11"), 1, 10.8});
dt.Rows.Add(new object[] {8 , DateTime.Parse("2016-10-11"), 1, 10.2});
dt.Rows.Add(new object[] {9 , DateTime.Parse("2016-10-11"), 1, 10.0});
dt.Rows.Add(new object[] {10, DateTime.Parse("2016-10-11"), 1, 10.9});
dt.Rows.Add(new object[] {11, DateTime.Parse("2016-10-11"), 2, 10.1});
dt.Rows.Add(new object[] {12, DateTime.Parse("2016-10-11"), 2, 10.0});
dt.Rows.Add(new object[] {13, DateTime.Parse("2016-10-11"), 2, 10.1});
dt.Rows.Add(new object[] {14, DateTime.Parse("2016-10-11"), 2, 10.6});
dt.Rows.Add(new object[] {15, DateTime.Parse("2016-10-11"), 2, 10.7});
dt.Rows.Add(new object[] {16, DateTime.Parse("2016-10-11"), 2, 10.2});
dt.Rows.Add(new object[] {17, DateTime.Parse("2016-10-11"), 2, 10.0});
dt.Rows.Add(new object[] {18, DateTime.Parse("2016-10-11"), 2, 10.5});
dt.Rows.Add(new object[] {19, DateTime.Parse("2016-10-11"), 2, 10.5});
dt.Rows.Add(new object[] {20, DateTime.Parse("2016-10-11"), 2, 10.8});
dt.Rows.Add(new object[] {21, DateTime.Parse("2016-10-12"), 1, 11.1});
dt.Rows.Add(new object[] {22, DateTime.Parse("2016-10-12"), 1, 11.7});
dt.Rows.Add(new object[] {23, DateTime.Parse("2016-10-12"), 1, 11.0});
dt.Rows.Add(new object[] {24, DateTime.Parse("2016-10-12"), 1, 11.4});
dt.Rows.Add(new object[] {25, DateTime.Parse("2016-10-12"), 1, 11.7});
dt.Rows.Add(new object[] {26, DateTime.Parse("2016-10-12"), 1, 11.8});
dt.Rows.Add(new object[] {27, DateTime.Parse("2016-10-12"), 1, 11.1});
dt.Rows.Add(new object[] {28, DateTime.Parse("2016-10-12"), 1, 11.1});
dt.Rows.Add(new object[] {29, DateTime.Parse("2016-10-12"), 1, 11.4});
dt.Rows.Add(new object[] {30, DateTime.Parse("2016-10-12"), 1, 11.6});
dt.Rows.Add(new object[] {31, DateTime.Parse("2016-10-12"), 2, 11.9});
dt.Rows.Add(new object[] {32, DateTime.Parse("2016-10-12"), 2, 11.6});
var results = dt.AsEnumerable()
.GroupBy(x => new { day = x.Field<DateTime>("Day"), group = x.Field<int>("Group")})
.Select(x => x.Select(y => y.Field<decimal>("Value")).OrderBy(z => z).ToList()).ToList();
List<List<decimal>> groups = new List<List<decimal>>();
const int NUM_GROUPS = 2;
foreach (var result in results)
{
int size = result.Count;
int groupSize = (int)(size / NUM_GROUPS); //round down
List<decimal> newGroup = new List<decimal>() { result[0] };
groups.Add(newGroup);
for (int groupNum = 0; groupNum < NUM_GROUPS; groupNum++)
{
newGroup.Add( result.Skip(groupNum * groupSize).Take(groupSize).Max());
}
}
}
}
}
Upvotes: 1
Innat3
Reputation: 3576
Here's a sample of how I did it, I am sure that there must be a more elegant way of generating the output string though
static void Main(string[] args)
{
List<Example> samples = new List<Example>();
samples.Add(new Example(1, DateTime.Parse("2016-10-11"), 1, 10.5));
samples.Add(new Example(2, DateTime.Parse("2016-10-11"), 1, 10.8));
samples.Add(new Example(3, DateTime.Parse("2016-10-11"), 2, 10.1));
samples.Add(new Example(4, DateTime.Parse("2016-10-11"), 2, 10.0));
samples.Add(new Example(5, DateTime.Parse("2016-10-12"), 1, 11.1));
samples.Add(new Example(6, DateTime.Parse("2016-10-12"), 1, 11.7));
samples.Add(new Example(7, DateTime.Parse("2016-10-12"), 2, 11.9));
samples.Add(new Example(8, DateTime.Parse("2016-10-12"), 2, 11.6));
var daily_results = samples.GroupBy(g => new { g.group, g.date }).GroupBy(g => g.Key.date);
StringBuilder sb = new StringBuilder();
sb.Append("[");
foreach (var group_result in daily_results)
{
sb.Append("[");
foreach(var result in group_result)
{
sb.Append($"[{string.Join(",", result.OrderBy(r => r.value).Select(r => r.value))}]");
}
sb.Append("]");
}
sb.Append("]");
Console.WriteLine(sb);
Console.Read();
}
}
class Example
{
public int id;
public DateTime date;
public int group;
public double value;
public Example(int i, DateTime d, int g, double v)
{
id = i;
date = d;
group = g;
value = v;
}
}
UPDATE: Output code can be simplified like this:
var daily_results = samples.GroupBy(g => new { g.group, g.date }).GroupBy(g => g.Key.date);
string output = string.Empty;
daily_results.ToList().ForEach(grp =>
{
output += "[";
grp.ToList().ForEach(res =>
{
output += $"[{string.Join(",", res.OrderBy(r => r.value).Select(r => r.value))}],";
});
output = output.TrimEnd(',') + "],";
});
Console.WriteLine($"[{output.TrimEnd(',')}]");
Console.Read();
Upvotes: 0
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