Clickhouse materialized view skip some data - clickhouse

I have this table ,that stors the seconds watched of a video, I should then calculate how many times each second is watched
CREATE TABLE Record
(
`id` UUID,
`pageUrl` LowCardinality(String),
`mediaSrc` LowCardinality(String),
`value` Int32 CODEC(DoubleDelta,
LZ4),
`createdAt` DateTime64(3) DEFAULT now(),
`eventType` LowCardinality(String),
`duration` Int16
)
ENGINE = MergeTree
ORDER BY id;
this is the view
CREATE MATERIALIZED VIEW MediaPlaytime
(
`countTimes` UInt64,
`value` Int32,
`pageUrl` LowCardinality(String),
`mediaSrc` LowCardinality(String),
`dateOrderDay` Date
)
ENGINE = SummingMergeTree
ORDER BY value AS
SELECT
count(value) AS countTimes,
value,
pageUrl,
mediaSrc,
toDate(createdAt) AS dateOrderDay
FROM Record AS r
WHERE eventType LIKE '%Media Playtime%'
GROUP BY
dateOrderDay,
value,
pageUrl,
mediaSrc;
I'm using dataset in this format
less records_1.csv
id,mediaSrc,value,eventType,pageUrl,duration,createdAt
6f2f7766-5697-4987-956f-d8bd26330a00,/video/test?idOfVideo=100,0,Media Playtime,/test/pageurl/1 ,1079,2018-11-15 13:00:00.000
9544b1c3-5af8-42c4-bc15-26725f42fb81,/video/test?idOfVideo=100,3,Media Playtime,/test/pageurl/1 ,1079,2018-11-15 13:00:00.000
ec2205af-ef6f-49aa-908d-fc6bf9934ddf,/video/test?idOfVideo=100,6,Media Playtime,/test/pageurl/1 ,1079,2018-11-15 13:00:00.000
ab2b8aea-f9db-4ca2-9a94-bccde0b4f0b9,/video/test?idOfVideo=100,9,Media Playtime,/test/pageurl/1 ,1079,2018-11-15 13:00:00.000
4dd7588c-60da-42c2-addd-b1e487fca58b,/video/test?idOfVideo=100,12,Media Playtime,/test/pageurl/1 ,1079,2018-11-15 13:00:00.000
31ae4260-6c72-4d13-8997-a349ad155ebd,/video/test?idOfVideo=100,15,Media Playtime,/test/pageurl/1 ,1079,2018-11-15 13:00:00.000
1e1875a8-8581-4ba3-97e9-36b66f0bbd6a,/video/test?idOfVideo=100,18,Media Playtime,/test/pageurl/1 ,1079,2018-11-15 13:00:00.000
5418e1d4-b34b-4dc5-8827-73188dd24d8d,/video/test?idOfVideo=100,21,Media Playtime,/test/pageurl/1 ,1079,2018-11-15 13:00:00.000
f13b4cbd-fdc0-4cdd-a1e4-2836c5e120fd,/video/test?idOfVideo=100,24,Media Playtime,/test/pageurl/1 ,1079,2018-11-15 13:00:00.000
b4c0aa58-74cb-4d47-ac8c-b3506704b689,/video/test?idOfVideo=100,27,Media Playtime,/test/pageurl/1 ,1079,2018-11-15 13:00:00.000
9fd35ae1-8ebe-4ca7-b14b-968fd54307e3,/video/test?idOfVideo=100,30,Media Playtime,/test/pageurl/1 ,1079,2018-11-15 13:00:00.000
4321afd7-7534-49fe-adbb-4212fa434767,/video/test?idOfVideo=100,33,Media Playtime,/test/pageurl/1 ,1079,2018-11-15 13:00:00.000
6013cce8-3bd2-4539-8436-3fe4d8c194aa,/video/test?idOfVideo=100,36,Media Playtime,/test/pageurl/1 ,1079,2018-11-15 13:00:00.000
8f3d8265-da97-4811-9ee0-3e683e90b034,/video/test?idOfVideo=100,39,Media Playtime,/test/pageurl/1 ,1079,2018-11-15 13:00:00.000
0f854806-8255-469e-99bf-af627694b5eb,/video/test?idOfVideo=100,42,Media Playtime,/test/pageurl/1 ,1079,2018-11-15 13:00:00.000
when I query the table to get playtime of certain 'mediaSrc' I use this query :
SELECT
count( value) as countTimes,
value,
mediaSrc,
pageUrl,
toDate(createdAt) as dateOrderDay
FROM test.Record r
WHERE eventType like '%Media Playtime%' and
mediaSrc LIKE '%/video/test?idOfVideo=200%'
GROUP BY dateOrderDay,pageUrl,mediaSrc,value
but when I query the view, I should get the same results (theoretically)
SELECT * from MediaPlaytime where mediaSrc LIKE '%/video/test?idOfVideo=200%'
some data are not calculated. anything I4m doing wrong?
this is the script I4m using to generate data
const fs = require('fs')
function getRandomInt(min, max) {
min = Math.ceil(min)
max = Math.floor(max)
return Math.floor(Math.random() * (max - min) + min) // The maximum is exclusive and the minimum is inclusive
}
const uuid = require('uuid').v4
const started = Date.now()
function close(stream) {
stream.close()
return new Promise((resolve, reject) => {
stream.once('close', () => {
resolve()
})
})
}
const w = async (index) => {
const writeUsers = fs.createWriteStream(`records_${index}.csv`)
writeUsers.write('id,mediaSrc,value,eventType,pageUrl,duration,createdAt\r\n', 'utf8')
for (let v = index * 100; v < index * 100 + 10; v++) { // 10 videos
const randomTimeline = getRandomInt(1000, 1800)
for (let u = 1; u < getRandomInt(3000, 8000); u++) { // between 3000 and 8000 users
const customEnd = getRandomInt(500, randomTimeline)
const createdAt = new Date(2018, getRandomInt(1, 12), getRandomInt(1, 28), getRandomInt(1, 24), 0, 0)
.toISOString()
.split('T')
.join(' ')
.slice(0, -1)
for (let t = 0; t < customEnd - customEnd % 3; t += 3) { // we should random time read
const preData = {
id: uuid(),
mediaSrc: `/video/test?idOfVideo=${v}`,
value: t,
eventType: 'Media Playtime',
pageUrl: `/test/pageurl/${index} `,
duration: randomTimeline,
createdAt: createdAt
}
const data = `${preData.id},${preData.mediaSrc},${preData.value},${preData.eventType},${preData.pageUrl},${preData.duration},${preData.createdAt}\r\n`
writeUsers.write(data, 'UTF-8')
}
}
}
writeUsers.end()
await close(writeUsers)
return true
}
async function write() {
for (let index = 1; index < 100; index++) { // 100 page
const started = Date.now()
const ok = await w(index)
if (ok) {
console.log(`finished link ${index}`)
console.log(`consumed time is `, Date.now() - started)
} else {
console.log(ok)
}
}
}
write()

ENGINE = SummingMergeTree ORDER BY value
This ORDER BY is incorrect. ORDER BY of SummingMergeTree should match GROUPBY of SELECT of Mat.View GROUP BY dateOrderDay, value, pageUrl, mediaSrc
In some sense ORDERBY = dimensions: dateOrderDay, value, pageUrl, mediaSrc
All other columns = measurements: countTimes
https://den-crane.github.io/Everything_you_should_know_about_materialized_views_commented.pdf
Change to SummingMergeTree ORDER BY (dateOrderDay, value, pageUrl, mediaSrc)
CREATE MATERIALIZED VIEW MediaPlaytime
(
`countTimes` UInt64,
`value` Int32,
`pageUrl` LowCardinality(String),
`mediaSrc` LowCardinality(String),
`dateOrderDay` Date
)
ENGINE = SummingMergeTree ORDER BY (dateOrderDay, value, pageUrl, mediaSrc)
AS
SELECT
count(value) AS countTimes,
value,
pageUrl,
mediaSrc,
toDate(createdAt) AS dateOrderDay
FROM Record AS r
WHERE eventType LIKE '%Media Playtime%'
GROUP BY
dateOrderDay,
value,
pageUrl,
mediaSrc;

Related

Linq left outer join doesn't work while matching sql does [duplicate]

How to perform left outer join in C# LINQ to objects without using join-on-equals-into clauses? Is there any way to do that with where clause?
Correct problem:
For inner join is easy and I have a solution like this
List<JoinPair> innerFinal = (from l in lefts from r in rights where l.Key == r.Key
select new JoinPair { LeftId = l.Id, RightId = r.Id})
but for left outer join I need a solution. Mine is something like this but it's not working
List< JoinPair> leftFinal = (from l in lefts from r in rights
select new JoinPair {
LeftId = l.Id,
RightId = ((l.Key==r.Key) ? r.Id : 0
})
where JoinPair is a class:
public class JoinPair { long leftId; long rightId; }
As stated in "Perform left outer joins":
var q =
from c in categories
join pt in products on c.Category equals pt.Category into ps_jointable
from p in ps_jointable.DefaultIfEmpty()
select new { Category = c, ProductName = p == null ? "(No products)" : p.ProductName };
If a database driven LINQ provider is used, a significantly more readable left outer join can be written as such:
from c in categories
from p in products.Where(c == p.Category).DefaultIfEmpty()
If you omit the DefaultIfEmpty() you will have an inner join.
Take the accepted answer:
from c in categories
join p in products on c equals p.Category into ps
from p in ps.DefaultIfEmpty()
This syntax is very confusing, and it's not clear how it works when you want to left join MULTIPLE tables.
Note
It should be noted that from alias in Repo.whatever.Where(condition).DefaultIfEmpty() is the same as an outer-apply/left-join-lateral, which any (decent) database-optimizer is perfectly capable of translating into a left join, as long as you don't introduce per-row-values (aka an actual outer apply). Don't do this in Linq-2-Objects (because there's no DB-optimizer when you use Linq-to-Objects).
Detailed Example
var query2 = (
from users in Repo.T_User
from mappings in Repo.T_User_Group
.Where(mapping => mapping.USRGRP_USR == users.USR_ID)
.DefaultIfEmpty() // <== makes join left join
from groups in Repo.T_Group
.Where(gruppe => gruppe.GRP_ID == mappings.USRGRP_GRP)
.DefaultIfEmpty() // <== makes join left join
// where users.USR_Name.Contains(keyword)
// || mappings.USRGRP_USR.Equals(666)
// || mappings.USRGRP_USR == 666
// || groups.Name.Contains(keyword)
select new
{
UserId = users.USR_ID
,UserName = users.USR_User
,UserGroupId = groups.ID
,GroupName = groups.Name
}
);
var xy = (query2).ToList();
When used with LINQ 2 SQL it will translate nicely to the following very legible SQL query:
SELECT
users.USR_ID AS UserId
,users.USR_User AS UserName
,groups.ID AS UserGroupId
,groups.Name AS GroupName
FROM T_User AS users
LEFT JOIN T_User_Group AS mappings
ON mappings.USRGRP_USR = users.USR_ID
LEFT JOIN T_Group AS groups
ON groups.GRP_ID == mappings.USRGRP_GRP
Edit:
See also "
Convert SQL Server query to Linq query "
for a more complex example.
Also, If you're doing it in Linq-2-Objects (instead of Linq-2-SQL), you should do it the old-fashioned way (because LINQ to SQL translates this correctly to join operations, but over objects this method forces a full scan, and doesn't take advantage of index searches, whyever...):
var query2 = (
from users in Repo.T_Benutzer
join mappings in Repo.T_Benutzer_Benutzergruppen on mappings.BEBG_BE equals users.BE_ID into tmpMapp
join groups in Repo.T_Benutzergruppen on groups.ID equals mappings.BEBG_BG into tmpGroups
from mappings in tmpMapp.DefaultIfEmpty()
from groups in tmpGroups.DefaultIfEmpty()
select new
{
UserId = users.BE_ID
,UserName = users.BE_User
,UserGroupId = mappings.BEBG_BG
,GroupName = groups.Name
}
);
Using lambda expression
db.Categories
.GroupJoin(db.Products,
Category => Category.CategoryId,
Product => Product.CategoryId,
(x, y) => new { Category = x, Products = y })
.SelectMany(
xy => xy.Products.DefaultIfEmpty(),
(x, y) => new { Category = x.Category, Product = y })
.Select(s => new
{
CategoryName = s.Category.Name,
ProductName = s.Product.Name
});
Now as an extension method:
public static class LinqExt
{
public static IEnumerable<TResult> LeftOuterJoin<TLeft, TRight, TKey, TResult>(this IEnumerable<TLeft> left, IEnumerable<TRight> right, Func<TLeft, TKey> leftKey, Func<TRight, TKey> rightKey,
Func<TLeft, TRight, TResult> result)
{
return left.GroupJoin(right, leftKey, rightKey, (l, r) => new { l, r })
.SelectMany(
o => o.r.DefaultIfEmpty(),
(l, r) => new { lft= l.l, rght = r })
.Select(o => result.Invoke(o.lft, o.rght));
}
}
Use like you would normally use join:
var contents = list.LeftOuterJoin(list2,
l => l.country,
r => r.name,
(l, r) => new { count = l.Count(), l.country, l.reason, r.people })
Hope this saves you some time.
Take a look at this example.
This query should work:
var leftFinal = from left in lefts
join right in rights on left equals right.Left into leftRights
from leftRight in leftRights.DefaultIfEmpty()
select new { LeftId = left.Id, RightId = left.Key==leftRight.Key ? leftRight.Id : 0 };
An implementation of left outer join by extension methods could look like
public static IEnumerable<Result> LeftJoin<TOuter, TInner, TKey, Result>(
this IEnumerable<TOuter> outer, IEnumerable<TInner> inner
, Func<TOuter, TKey> outerKeySelector, Func<TInner, TKey> innerKeySelector
, Func<TOuter, TInner, Result> resultSelector, IEqualityComparer<TKey> comparer)
{
if (outer == null)
throw new ArgumentException("outer");
if (inner == null)
throw new ArgumentException("inner");
if (outerKeySelector == null)
throw new ArgumentException("outerKeySelector");
if (innerKeySelector == null)
throw new ArgumentException("innerKeySelector");
if (resultSelector == null)
throw new ArgumentException("resultSelector");
return LeftJoinImpl(outer, inner, outerKeySelector, innerKeySelector, resultSelector, comparer ?? EqualityComparer<TKey>.Default);
}
static IEnumerable<Result> LeftJoinImpl<TOuter, TInner, TKey, Result>(
IEnumerable<TOuter> outer, IEnumerable<TInner> inner
, Func<TOuter, TKey> outerKeySelector, Func<TInner, TKey> innerKeySelector
, Func<TOuter, TInner, Result> resultSelector, IEqualityComparer<TKey> comparer)
{
var innerLookup = inner.ToLookup(innerKeySelector, comparer);
foreach (var outerElment in outer)
{
var outerKey = outerKeySelector(outerElment);
var innerElements = innerLookup[outerKey];
if (innerElements.Any())
foreach (var innerElement in innerElements)
yield return resultSelector(outerElment, innerElement);
else
yield return resultSelector(outerElment, default(TInner));
}
}
The resultselector then has to take care of the null elements. Fx.
static void Main(string[] args)
{
var inner = new[] { Tuple.Create(1, "1"), Tuple.Create(2, "2"), Tuple.Create(3, "3") };
var outer = new[] { Tuple.Create(1, "11"), Tuple.Create(2, "22") };
var res = outer.LeftJoin(inner, item => item.Item1, item => item.Item1, (it1, it2) =>
new { Key = it1.Item1, V1 = it1.Item2, V2 = it2 != null ? it2.Item2 : default(string) });
foreach (var item in res)
Console.WriteLine(string.Format("{0}, {1}, {2}", item.Key, item.V1, item.V2));
}
take look at this example
class Person
{
public int ID { get; set; }
public string FirstName { get; set; }
public string LastName { get; set; }
public string Phone { get; set; }
}
class Pet
{
public string Name { get; set; }
public Person Owner { get; set; }
}
public static void LeftOuterJoinExample()
{
Person magnus = new Person {ID = 1, FirstName = "Magnus", LastName = "Hedlund"};
Person terry = new Person {ID = 2, FirstName = "Terry", LastName = "Adams"};
Person charlotte = new Person {ID = 3, FirstName = "Charlotte", LastName = "Weiss"};
Person arlene = new Person {ID = 4, FirstName = "Arlene", LastName = "Huff"};
Pet barley = new Pet {Name = "Barley", Owner = terry};
Pet boots = new Pet {Name = "Boots", Owner = terry};
Pet whiskers = new Pet {Name = "Whiskers", Owner = charlotte};
Pet bluemoon = new Pet {Name = "Blue Moon", Owner = terry};
Pet daisy = new Pet {Name = "Daisy", Owner = magnus};
// Create two lists.
List<Person> people = new List<Person> {magnus, terry, charlotte, arlene};
List<Pet> pets = new List<Pet> {barley, boots, whiskers, bluemoon, daisy};
var query = from person in people
where person.ID == 4
join pet in pets on person equals pet.Owner into personpets
from petOrNull in personpets.DefaultIfEmpty()
select new { Person=person, Pet = petOrNull};
foreach (var v in query )
{
Console.WriteLine("{0,-15}{1}", v.Person.FirstName + ":", (v.Pet == null ? "Does not Exist" : v.Pet.Name));
}
}
// This code produces the following output:
//
// Magnus: Daisy
// Terry: Barley
// Terry: Boots
// Terry: Blue Moon
// Charlotte: Whiskers
// Arlene:
now you are able to include elements from the left even if that element has no matches in the right, in our case we retrived Arlene even he has no matching in the right
here is the reference
How to: Perform Left Outer Joins (C# Programming Guide)
This is the general form (as already provided in other answers)
var c =
from a in alpha
join b in beta on b.field1 equals a.field1 into b_temp
from b_value in b_temp.DefaultIfEmpty()
select new { Alpha = a, Beta = b_value };
However here's an explanation that I hope will clarify what this actually means!
join b in beta on b.field1 equals a.field1 into b_temp
essentially creates a separate result set b_temp that effectively includes null 'rows' for entries on the right hand side (entries in 'b').
Then the next line:
from b_value in b_temp.DefaultIfEmpty()
..iterates over that result set, setting the default null value for the 'row' on the right hand side, and setting the result of the right hand side row join to the value of 'b_value' (i.e. the value that's on the right hand side,if there's a matching record, or 'null' if there isn't).
Now, if the right hand side is the result of a separate LINQ query, it will consist of anonymous types, which can only either be 'something' or 'null'. If it's an enumerable however (e.g. a List - where MyObjectB is a class with 2 fields), then it's possible to be specific about what default 'null' values are used for its properties:
var c =
from a in alpha
join b in beta on b.field1 equals a.field1 into b_temp
from b_value in b_temp.DefaultIfEmpty( new MyObjectB { Field1 = String.Empty, Field2 = (DateTime?) null })
select new { Alpha = a, Beta_field1 = b_value.Field1, Beta_field2 = b_value.Field2 };
This ensures that 'b' itself isn't null (but its properties can be null, using the default null values that you've specified), and this allows you to check properties of b_value without getting a null reference exception for b_value. Note that for a nullable DateTime, a type of (DateTime?) i.e. 'nullable DateTime' must be specified as the 'Type' of the null in the specification for the 'DefaultIfEmpty' (this will also apply to types that are not 'natively' nullable e.g double, float).
You can perform multiple left outer joins by simply chaining the above syntax.
Here's an example if you need to join more than 2 tables:
from d in context.dc_tpatient_bookingd
join bookingm in context.dc_tpatient_bookingm
on d.bookingid equals bookingm.bookingid into bookingmGroup
from m in bookingmGroup.DefaultIfEmpty()
join patient in dc_tpatient
on m.prid equals patient.prid into patientGroup
from p in patientGroup.DefaultIfEmpty()
Ref: https://stackoverflow.com/a/17142392/2343
Here is a fairly easy to understand version using method syntax:
IEnumerable<JoinPair> outerLeft =
lefts.SelectMany(l =>
rights.Where(r => l.Key == r.Key)
.DefaultIfEmpty(new Item())
.Select(r => new JoinPair { LeftId = l.Id, RightId = r.Id }));
Extension method that works like left join with Join syntax
public static class LinQExtensions
{
public static IEnumerable<TResult> LeftJoin<TOuter, TInner, TKey, TResult>(
this IEnumerable<TOuter> outer, IEnumerable<TInner> inner,
Func<TOuter, TKey> outerKeySelector,
Func<TInner, TKey> innerKeySelector,
Func<TOuter, TInner, TResult> resultSelector)
{
return outer.GroupJoin(
inner,
outerKeySelector,
innerKeySelector,
(outerElement, innerElements) => resultSelector(outerElement, innerElements.FirstOrDefault()));
}
}
just wrote it in .NET core and it seems to be working as expected.
Small test:
var Ids = new List<int> { 1, 2, 3, 4};
var items = new List<Tuple<int, string>>
{
new Tuple<int, string>(1,"a"),
new Tuple<int, string>(2,"b"),
new Tuple<int, string>(4,"d"),
new Tuple<int, string>(5,"e"),
};
var result = Ids.LeftJoin(
items,
id => id,
item => item.Item1,
(id, item) => item ?? new Tuple<int, string>(id, "not found"));
result.ToList()
Count = 4
[0]: {(1, a)}
[1]: {(2, b)}
[2]: {(3, not found)}
[3]: {(4, d)}
I would like to add that if you get the MoreLinq extension there is now support for both homogenous and heterogeneous left joins now
http://morelinq.github.io/2.8/ref/api/html/Overload_MoreLinq_MoreEnumerable_LeftJoin.htm
example:
//Pretend a ClientCompany object and an Employee object both have a ClientCompanyID key on them
return DataContext.ClientCompany
.LeftJoin(DataContext.Employees, //Table being joined
company => company.ClientCompanyID, //First key
employee => employee.ClientCompanyID, //Second Key
company => new {company, employee = (Employee)null}, //Result selector when there isn't a match
(company, employee) => new { company, employee }); //Result selector when there is a match
EDIT:
In retrospect this may work, but it converts the IQueryable to an IEnumerable as morelinq does not convert the query to SQL.
You can instead use a GroupJoin as described here: https://stackoverflow.com/a/24273804/4251433
This will ensure that it stays as an IQueryable in case you need to do further logical operations on it later.
There are three tables: persons, schools and persons_schools, which connects persons to the schools they study in. A reference to the person with id=6 is absent in the table persons_schools. However the person with id=6 is presented in the result lef-joined grid.
List<Person> persons = new List<Person>
{
new Person { id = 1, name = "Alex", phone = "4235234" },
new Person { id = 2, name = "Bob", phone = "0014352" },
new Person { id = 3, name = "Sam", phone = "1345" },
new Person { id = 4, name = "Den", phone = "3453452" },
new Person { id = 5, name = "Alen", phone = "0353012" },
new Person { id = 6, name = "Simon", phone = "0353012" }
};
List<School> schools = new List<School>
{
new School { id = 1, name = "Saint. John's school"},
new School { id = 2, name = "Public School 200"},
new School { id = 3, name = "Public School 203"}
};
List<PersonSchool> persons_schools = new List<PersonSchool>
{
new PersonSchool{id_person = 1, id_school = 1},
new PersonSchool{id_person = 2, id_school = 2},
new PersonSchool{id_person = 3, id_school = 3},
new PersonSchool{id_person = 4, id_school = 1},
new PersonSchool{id_person = 5, id_school = 2}
//a relation to the person with id=6 is absent
};
var query = from person in persons
join person_school in persons_schools on person.id equals person_school.id_person
into persons_schools_joined
from person_school_joined in persons_schools_joined.DefaultIfEmpty()
from school in schools.Where(var_school => person_school_joined == null ? false : var_school.id == person_school_joined.id_school).DefaultIfEmpty()
select new { Person = person.name, School = school == null ? String.Empty : school.name };
foreach (var elem in query)
{
System.Console.WriteLine("{0},{1}", elem.Person, elem.School);
}
Easy way is to use Let keyword. This works for me.
from AItem in Db.A
Let BItem = Db.B.Where(x => x.id == AItem.id ).FirstOrDefault()
Where SomeCondition
Select new YourViewModel
{
X1 = AItem.a,
X2 = AItem.b,
X3 = BItem.c
}
This is a simulation of Left Join. If each item in B table not match to A item , BItem return null
This is a SQL syntax compare to LINQ syntax for inner and left outer joins.
Left Outer Join:
http://www.ozkary.com/2011/07/linq-to-entity-inner-and-left-joins.html
"The following example does a group join between product and category. This is essentially the left join. The into expression returns data even if the category table is empty. To access the properties of the category table, we must now select from the enumerable result by adding the from cl in catList.DefaultIfEmpty() statement.
As per my answer to a similar question, here:
Linq to SQL left outer join using Lambda syntax and joining on 2 columns (composite join key)
Get the code here, or clone my github repo, and play!
Query:
var petOwners =
from person in People
join pet in Pets
on new
{
person.Id,
person.Age,
}
equals new
{
pet.Id,
Age = pet.Age * 2, // owner is twice age of pet
}
into pets
from pet in pets.DefaultIfEmpty()
select new PetOwner
{
Person = person,
Pet = pet,
};
Lambda:
var petOwners = People.GroupJoin(
Pets,
person => new { person.Id, person.Age },
pet => new { pet.Id, Age = pet.Age * 2 },
(person, pet) => new
{
Person = person,
Pets = pet,
}).SelectMany(
pet => pet.Pets.DefaultIfEmpty(),
(people, pet) => new
{
people.Person,
Pet = pet,
});
This is the LeftJoin implementation I use. Notice that the the resultSelector expression accepts 2 parameters: one instance from both sides of the join. In most other implementations that I've seen the result selector only accepts one parameter, which is a "join model" with a left/right or outer/inner property. I like this implementation better because it has the same method signature as the built-in Join method. It also works with IQueryables and EF.
var results = DbContext.Categories
.LeftJoin(
DbContext.Products, c => c.Id, p => p.CategoryId,
(c, p) => new { Category = c, ProductName = p == null ? "(No Products)" : p.ProductName })
.ToList();
public static class QueryableExtensions
{
public static IQueryable<TResult> LeftJoin<TOuter, TInner, TKey, TResult>(
this IQueryable<TOuter> outer,
IEnumerable<TInner> inner, Expression<Func<TOuter, TKey>> outerKeySelector,
Expression<Func<TInner, TKey>> innerKeySelector,
Expression<Func<TOuter, TInner, TResult>> resultSelector)
{
var query = outer
.GroupJoin(inner, outerKeySelector, innerKeySelector, (o, i) => new { o, i })
.SelectMany(o => o.i.DefaultIfEmpty(), (x, i) => new { x.o, i });
return ApplySelector(query, x => x.o, x => x.i, resultSelector);
}
private static IQueryable<TResult> ApplySelector<TSource, TOuter, TInner, TResult>(
IQueryable<TSource> source,
Expression<Func<TSource, TOuter>> outerProperty,
Expression<Func<TSource, TInner>> innerProperty,
Expression<Func<TOuter, TInner, TResult>> resultSelector)
{
var p = Expression.Parameter(typeof(TSource), $"param_{Guid.NewGuid()}".Replace("-", string.Empty));
Expression body = resultSelector?.Body
.ReplaceParameter(resultSelector.Parameters[0], outerProperty.Body.ReplaceParameter(outerProperty.Parameters[0], p))
.ReplaceParameter(resultSelector.Parameters[1], innerProperty.Body.ReplaceParameter(innerProperty.Parameters[0], p));
var selector = Expression.Lambda<Func<TSource, TResult>>(body, p);
return source.Select(selector);
}
}
public static class ExpressionExtensions
{
public static Expression ReplaceParameter(this Expression source, ParameterExpression toReplace, Expression newExpression)
=> new ReplaceParameterExpressionVisitor(toReplace, newExpression).Visit(source);
}
public class ReplaceParameterExpressionVisitor : ExpressionVisitor
{
public ReplaceParameterExpressionVisitor(ParameterExpression toReplace, Expression replacement)
{
this.ToReplace = toReplace;
this.Replacement = replacement;
}
public ParameterExpression ToReplace { get; }
public Expression Replacement { get; }
protected override Expression VisitParameter(ParameterExpression node)
=> (node == ToReplace) ? Replacement : base.VisitParameter(node);
}
Perform left outer joins in linq C#
// Perform left outer joins
class Person
{
public string FirstName { get; set; }
public string LastName { get; set; }
}
class Child
{
public string Name { get; set; }
public Person Owner { get; set; }
}
public class JoinTest
{
public static void LeftOuterJoinExample()
{
Person magnus = new Person { FirstName = "Magnus", LastName = "Hedlund" };
Person terry = new Person { FirstName = "Terry", LastName = "Adams" };
Person charlotte = new Person { FirstName = "Charlotte", LastName = "Weiss" };
Person arlene = new Person { FirstName = "Arlene", LastName = "Huff" };
Child barley = new Child { Name = "Barley", Owner = terry };
Child boots = new Child { Name = "Boots", Owner = terry };
Child whiskers = new Child { Name = "Whiskers", Owner = charlotte };
Child bluemoon = new Child { Name = "Blue Moon", Owner = terry };
Child daisy = new Child { Name = "Daisy", Owner = magnus };
// Create two lists.
List<Person> people = new List<Person> { magnus, terry, charlotte, arlene };
List<Child> childs = new List<Child> { barley, boots, whiskers, bluemoon, daisy };
var query = from person in people
join child in childs
on person equals child.Owner into gj
from subpet in gj.DefaultIfEmpty()
select new
{
person.FirstName,
ChildName = subpet!=null? subpet.Name:"No Child"
};
// PetName = subpet?.Name ?? String.Empty };
foreach (var v in query)
{
Console.WriteLine($"{v.FirstName + ":",-25}{v.ChildName}");
}
}
// This code produces the following output:
//
// Magnus: Daisy
// Terry: Barley
// Terry: Boots
// Terry: Blue Moon
// Charlotte: Whiskers
// Arlene: No Child
https://dotnetwithhamid.blogspot.in/
Here's a version of the extension method solution using IQueryable instead of IEnumerable
public class OuterJoinResult<TLeft, TRight>
{
public TLeft LeftValue { get; set; }
public TRight RightValue { get; set; }
}
public static IQueryable<TResult> LeftOuterJoin<TLeft, TRight, TKey, TResult>(this IQueryable<TLeft> left, IQueryable<TRight> right, Expression<Func<TLeft, TKey>> leftKey, Expression<Func<TRight, TKey>> rightKey, Expression<Func<OuterJoinResult<TLeft, TRight>, TResult>> result)
{
return left.GroupJoin(right, leftKey, rightKey, (l, r) => new { l, r })
.SelectMany(o => o.r.DefaultIfEmpty(), (l, r) => new OuterJoinResult<TLeft, TRight> { LeftValue = l.l, RightValue = r })
.Select(result);
}
If you need to join and filter on something, that can be done outside of the join. Filter can be done after creating the collection.
In this case if I do this in the join condition I reduce the rows that are returned.
Ternary condition is used (= n == null ? "__" : n.MonDayNote,)
If the object is null (so no match), then return what is after the ?. __, in this case.
Else, return what is after the :, n.MonDayNote.
Thanks to the other contributors that is where I started with my own issue.
var schedLocations = (from f in db.RAMS_REVENUE_LOCATIONS
join n in db.RAMS_LOCATION_PLANNED_MANNING on f.revenueCenterID equals
n.revenueCenterID into lm
from n in lm.DefaultIfEmpty()
join r in db.RAMS_LOCATION_SCHED_NOTE on f.revenueCenterID equals r.revenueCenterID
into locnotes
from r in locnotes.DefaultIfEmpty()
where f.LocID == nLocID && f.In_Use == true && f.revenueCenterID > 1000
orderby f.Areano ascending, f.Locname ascending
select new
{
Facname = f.Locname,
f.Areano,
f.revenueCenterID,
f.Locabbrev,
// MonNote = n == null ? "__" : n.MonDayNote,
MonNote = n == null ? "__" : n.MonDayNote,
TueNote = n == null ? "__" : n.TueDayNote,
WedNote = n == null ? "__" : n.WedDayNote,
ThuNote = n == null ? "__" : n.ThuDayNote,
FriNote = n == null ? "__" : n.FriDayNote,
SatNote = n == null ? "__" : n.SatDayNote,
SunNote = n == null ? "__" : n.SunDayNote,
MonEmpNbr = n == null ? 0 : n.MonEmpNbr,
TueEmpNbr = n == null ? 0 : n.TueEmpNbr,
WedEmpNbr = n == null ? 0 : n.WedEmpNbr,
ThuEmpNbr = n == null ? 0 : n.ThuEmpNbr,
FriEmpNbr = n == null ? 0 : n.FriEmpNbr,
SatEmpNbr = n == null ? 0 : n.SatEmpNbr,
SunEmpNbr = n == null ? 0 : n.SunEmpNbr,
SchedMondayDate = n == null ? dMon : n.MondaySchedDate,
LocNotes = r == null ? "Notes: N/A" : r.LocationNote
}).ToList();
Func<int, string> LambdaManning = (x) => { return x == 0 ? "" : "Manning:" + x.ToString(); };
DataTable dt_ScheduleMaster = PsuedoSchedule.Tables["ScheduleMasterWithNotes"];
var schedLocations2 = schedLocations.Where(x => x.SchedMondayDate == dMon);
class Program
{
List<Employee> listOfEmp = new List<Employee>();
List<Department> listOfDepart = new List<Department>();
public Program()
{
listOfDepart = new List<Department>(){
new Department { Id = 1, DeptName = "DEV" },
new Department { Id = 2, DeptName = "QA" },
new Department { Id = 3, DeptName = "BUILD" },
new Department { Id = 4, DeptName = "SIT" }
};
listOfEmp = new List<Employee>(){
new Employee { Empid = 1, Name = "Manikandan",DepartmentId=1 },
new Employee { Empid = 2, Name = "Manoj" ,DepartmentId=1},
new Employee { Empid = 3, Name = "Yokesh" ,DepartmentId=0},
new Employee { Empid = 3, Name = "Purusotham",DepartmentId=0}
};
}
static void Main(string[] args)
{
Program ob = new Program();
ob.LeftJoin();
Console.ReadLine();
}
private void LeftJoin()
{
listOfEmp.GroupJoin(listOfDepart.DefaultIfEmpty(), x => x.DepartmentId, y => y.Id, (x, y) => new { EmpId = x.Empid, EmpName = x.Name, Dpt = y.FirstOrDefault() != null ? y.FirstOrDefault().DeptName : null }).ToList().ForEach
(z =>
{
Console.WriteLine("Empid:{0} EmpName:{1} Dept:{2}", z.EmpId, z.EmpName, z.Dpt);
});
}
}
class Employee
{
public int Empid { get; set; }
public string Name { get; set; }
public int DepartmentId { get; set; }
}
class Department
{
public int Id { get; set; }
public string DeptName { get; set; }
}
OUTPUT
Overview: In this code snippet, I demonstrate how to group by ID where Table1 and Table2 have a one to many relationship. I group on
Id, Field1, and Field2. The subquery is helpful, if a third Table lookup is required and it would have required a left join relationship.
I show a left join grouping and a subquery linq. The results are equivalent.
class MyView
{
public integer Id {get,set};
public String Field1 {get;set;}
public String Field2 {get;set;}
public String SubQueryName {get;set;}
}
IList<MyView> list = await (from ci in _dbContext.Table1
join cii in _dbContext.Table2
on ci.Id equals cii.Id
where ci.Field1 == criterion
group new
{
ci.Id
} by new { ci.Id, cii.Field1, ci.Field2}
into pg
select new MyView
{
Id = pg.Key.Id,
Field1 = pg.Key.Field1,
Field2 = pg.Key.Field2,
SubQueryName=
(from chv in _dbContext.Table3 where chv.Id==pg.Key.Id select chv.Field1).FirstOrDefault()
}).ToListAsync<MyView>();
Compared to using a Left Join and Group new
IList<MyView> list = await (from ci in _dbContext.Table1
join cii in _dbContext.Table2
on ci.Id equals cii.Id
join chv in _dbContext.Table3
on cii.Id equals chv.Id into lf_chv
from chv in lf_chv.DefaultIfEmpty()
where ci.Field1 == criterion
group new
{
ci.Id
} by new { ci.Id, cii.Field1, ci.Field2, chv.FieldValue}
into pg
select new MyView
{
Id = pg.Key.Id,
Field1 = pg.Key.Field1,
Field2 = pg.Key.Field2,
SubQueryName=pg.Key.FieldValue
}).ToListAsync<MyView>();
This is the prettiest solution I use, give it a try! 😉
(from c in categories
let product = products.Where(d=> d.Category == c.Category).FirstOrDefault()
select new { Category = c, ProductName = p == null ? "(No products)" : product.ProductName };
(from a in db.Assignments
join b in db.Deliveryboys on a.AssignTo equals b.EmployeeId
//from d in eGroup.DefaultIfEmpty()
join c in db.Deliveryboys on a.DeliverTo equals c.EmployeeId into eGroup2
from e in eGroup2.DefaultIfEmpty()
where (a.Collected == false)
select new
{
OrderId = a.OrderId,
DeliveryBoyID = a.AssignTo,
AssignedBoyName = b.Name,
Assigndate = a.Assigndate,
Collected = a.Collected,
CollectedDate = a.CollectedDate,
CollectionBagNo = a.CollectionBagNo,
DeliverTo = e == null ? "Null" : e.Name,
DeliverDate = a.DeliverDate,
DeliverBagNo = a.DeliverBagNo,
Delivered = a.Delivered
});

Multiple Row_number in LINQ

I tried to translate
select *
from (
select *, rng = row_number() over (partition by grp order by id)
from (
select *, grp = row_number() over (order by id) - row_number() over (partition by Name, Status, DateFinished order by id)
from tooling ) g
) gn
where rng = 1
order by id
from an earlier question (Grouping with partition and over in TSql)
With help with Row_number over (Partition by xxx) in Linq?
I got the solution to translate ONE of the row_number s but seems I'am out of luck to succesfully translate the entire question?
My attempt:
Tooling.OrderBy( x => x.Id)
.GroupBy( x => new {x.Name,x.Status,x.DateFinished} )
.Select( group => new { Group = group, Count = group.Count() } )
.SelectMany( groupWithCount =>
groupWithCount.Group.Select( b => b)
.Zip(
Enumerable.Range( 1, groupWithCount.Count ),
( j, i ) => new { j.Name,j.Status, j.DateFinished, RowNumber = i }
)
)
Try to use another way to get the result with LINQ. Get the previous record with ID < the current Id and check if all fields the same:
var Res = Tooling.Where(x=>{ var r = Tooling.Where(y=>y.Id<x.Id).OrderByDescending(y=>y.Id).FirstOrDefault();
if (r==null) return true;
return !((r.Name==x.Name) && (r.Status==x.Status) && (r.DateFinished==x.DateFinished));
})
.OrderBy( x => x.Id)
.Select(x=>x);
UPD: Here is a test routine:
public class TollingRecord
{
public int Id;
public String Name;
public int Status;
public DateTime? DateFinished;
}
...
private static void TestT1()
{
TollingRecord[] Tooling = new TollingRecord[]{ new TollingRecord() {Id=1, Name="Large", Status=0, DateFinished=null },
new TollingRecord() {Id=2, Name="Large", Status=1, DateFinished=null},
new TollingRecord() {Id=3, Name="Small", Status=0, DateFinished=null},
new TollingRecord() {Id=4, Name="Large", Status=2, DateFinished=null},
new TollingRecord() {Id=5, Name="Large", Status=2, DateFinished=null},
new TollingRecord() {Id=6, Name="Large", Status=1, DateFinished=null},
new TollingRecord() {Id=7, Name="Large", Status=1, DateFinished=null},
new TollingRecord() {Id=8, Name="Small", Status=1, DateFinished=DateTime.Now},
};
var Res = Tooling.Where(x=>{ var r = Tooling.Where(y=>y.Id<x.Id).OrderByDescending(y=>y.Id).FirstOrDefault();
if (r==null) return true;
return !((r.Name==x.Name) && (r.Status==x.Status) && (r.DateFinished==x.DateFinished));
})
.OrderBy( x => x.Id)
.Select(x=>x);
foreach (var a in Res)
{
Console.WriteLine("{0}/{1}/{2}", a.Id,a.Name,a.Status);
}
}
Outputs:
1/Large/0
2/Large/1
3/Small/0
4/Large/2
6/Large/1
8/Small/1

Conversion of a LINQ query fom method syntax to query syntax

Hi I am changing career to computer programming. I am still in college. I have to change the following LINQ query from method syntax to query syntax. What gets me is the 2 steps process of the method query. First it gets a teamId and then it returns a list based on the context and using the teamId. I am confused about how to translate this to query method. Most of the questions are about going from query syntax to method.
Can someone Help?
public IEnumerable<TemplateView> GetTemplates(Guid userId, int languageId)
{
using (DigigateEntities context = new Models.DigigateEntities())
{
var teamId = context
.TeamMembers
.Include("Team")
.FirstOrDefault(c => c.UserId == userId)
.Team.Id;
return context
.TeamTemplates.Include("Template")
.Where(c => c.TeamId == teamId)
.Select(c => c.Template)
.Where(c => c.StatusId == 1/*Active*/)
.Select(k => new TemplateView
{
TemplateName = k.Name,
Id = k.Id,
IsCustom = k.Custom,
TypeId = k.TypeId,
TypeName = k.TemplateType.Description,
FileName = k.FileName,
TemplateImage = "test.png",
LanguageId = k.LanguageId,
LanguageName = k.Language.Name,
CreateDate = k.CreateDate
}).ToList();
}
}
The first one is pretty straight forward. I delayed the execution of the query until the end. Since you may get a null reference exception in your example accessing .FirstOrDefault().Team.Id;
var teamId = (from c in context.TeamMembers.Include("Team")
where c.UserId == userId
select c.Team.Id).FirstOrDefault();
This one you just need to use an into in order to continue your query statement
return (from c in context.TeamTemplates.Include("Template")
where c.TeamId == teamId
select c.Template into k
where k.StatusId == 1
select new TemplateView
{
TemplateName = k.Name,
Id = k.Id,
IsCustom = k.Custom,
TypeId = k.TypeId,
TypeName = k.TemplateType.Description,
FileName = k.FileName,
TemplateImage = "test.png",
LanguageId = k.LanguageId,
LanguageName = k.Language.Name,
CreateDate = k.CreateDate
}).ToList();
public IEnumerable<TemplateView> GetTemplates(Guid userId, int languageId)
{
using (DigigateEntities context = new Models.DigigateEntities())
{
var teamId = (from tm in context.TeamMembers.Include("Team")
where tm.UserId==userId
select tm.Id).FirstOrDefault();
IEnumerable<TemplateView> result = from k in (from tmp in context.TeamTemplates.Include("Template")
select tmp.Template)
where k.StatusId==1
select new
{
TemplateName = k.Name,
Id = k.Id,
IsCustom = k.Custom,
TypeId = k.TypeId,
TypeName = k.TemplateType.Description,
FileName = k.FileName,
TemplateImage = "test.png",
LanguageId = k.LanguageId,
LanguageName = k.Language.Name,
CreateDate = k.CreateDate
};
return result;
}

Generic Orderby LINQ

I have a generic repository method to enable server side paging:
public virtual IEnumerable<T> GetList(out int totalPages, Expression<Func<T, bool>> filter = null,
Expression<Func<T, object>> orderby = null,
bool ascending = true,
string includeProperties = "",
int pageSize = 10, int pageNumber = 1)
{
IQueryable<T> query = c.Set<T>();
if (filter != null)
{
query = query.Where(filter);
}
query = includeProperties.Split(new char[] { ',' }, StringSplitOptions.RemoveEmptyEntries).Aggregate(query, (current, includeProp) => current.Include(includeProp));
if (orderby != null)
{
query = #ascending ? query.OrderBy(#orderby) : query.OrderByDescending(#orderby);
}
else
{
query = #ascending ? query.OrderBy(o => o.Id) : query.OrderByDescending(o => o.Id);
}
//totalPages = (int) Math.Ceiling((double)(Queryable.Count(query) / pageSize));
totalPages = 1;
if (pageSize > 0)
{
var skip = 0;
var take = pageSize;
if (pageNumber > 1)
{
skip = (pageNumber - 1) * pageSize;
take = pageSize + skip;
}
query = query.Take(take);
query = query.Skip(skip);
}
return query.ToList();
}
T is a base class inherited by my entities
I call this repository method from my service. and i call my service from my controller.
Now from my controller how do i create my orderby expression so that i can pass any column name?
What i've tried so far (found on stackoverflow):
var _OrderByProperty = typeof(Year).GetProperty("Id");
var _OrderByParameter = Expression.Parameter(typeof(Year), "x");
var _OrderByBody = Expression.Property(_OrderByParameter, _OrderByProperty.Name);
var _OrderByConverted = Expression.Convert(_OrderByBody, typeof(Object));
var _OrderByLambda = Expression.Lambda<Func<Year, object>>
(_OrderByConverted, _OrderByParameter);
var list = s.GetList(orderby: _OrderByLambda, totalPages: out totalPages, pageNumber: pageNumber, pageSize: pageSize, ascending: isAsc);
i'm getting the error
Unable to cast the type 'System.Int32' to type 'System.Object'. LINQ to Entities only supports casting EDM primitive or enumeration types.

Optimize queries for Union, Except, Join with LINQ and C#

I have 2 objects (lists loaded from XML) report and database (showed bellow in code) and i should analyse them and mark items with 0, 1, 2, 3 according to some conditions
TransactionResultCode = 0; // SUCCESS (all fields are equivalents: [Id, AccountNumber, Date, Amount])
TransactionResultCode = 1; // Exists in report but Not in database
TransactionResultCode = 2; // Exists in database but Not in report
TransactionResultCode = 3; // Field [Id] are equals but other fields [AccountNumber, Date, Amount] are different.
I'll be happy if somebody could found time to suggest how to optimize some queries.
Bellow is the code:
THANK YOU!!!
//TransactionResultCode = 0 - SUCCESS
//JOIN on all fields
var result0 = from d in database
from r in report
where (d.TransactionId == r.MovementID) &&
(d.TransactionAccountNumber == long.Parse(r.AccountNumber)) &&
(d.TransactionDate == r.MovementDate) &&
(d.TransactionAmount == r.Amount)
orderby d.TransactionId
select new TransactionList()
{
TransactionId = d.TransactionId,
TransactionAccountNumber = d.TransactionAccountNumber,
TransactionDate = d.TransactionDate,
TransactionAmount = d.TransactionAmount,
TransactionResultCode = 0
};
//*******************************************
//JOIN on [Id] field
var joinedList = from d in database
from r in report
where d.TransactionId == r.MovementID
select new TransactionList()
{
TransactionId = d.TransactionId,
TransactionAccountNumber = d.TransactionAccountNumber,
TransactionDate = d.TransactionDate,
TransactionAmount = d.TransactionAmount
};
//Difference report - database
var onlyReportID = report.Select(r => r.MovementID).Except(joinedList.Select(d => d.TransactionId));
//TransactionResultCode = 1 - Not Found in database
var result1 = from o in onlyReportID
from r in report
where (o == r.MovementID)
orderby r.MovementID
select new TransactionList()
{
TransactionId = r.MovementID,
TransactionAccountNumber = long.Parse(r.AccountNumber),
TransactionDate = r.MovementDate,
TransactionAmount = r.Amount,
TransactionResultCode = 1
};
//*******************************************
//Difference database - report
var onlyDatabaseID = database.Select(d => d.TransactionId).Except(joinedList.Select(d => d.TransactionId));
//TransactionResultCode = 2 - Not Found in report
var result2 = from o in onlyDatabaseID
from d in database
where (o == d.TransactionId)
orderby d.TransactionId
select new TransactionList()
{
TransactionId = d.TransactionId,
TransactionAccountNumber = d.TransactionAccountNumber,
TransactionDate = d.TransactionDate,
TransactionAmount = d.TransactionAmount,
TransactionResultCode = 2
};
//*******************************************
var qwe = joinedList.Select(j => j.TransactionId).Except(result0.Select(r => r.TransactionId));
//TransactionResultCode = 3 - Transaction Results are different (Amount, AccountNumber, Date, )
var result3 = from j in joinedList
from q in qwe
where j.TransactionId == q
select new TransactionList()
{
TransactionId = j.TransactionId,
TransactionAccountNumber = j.TransactionAccountNumber,
TransactionDate = j.TransactionDate,
TransactionAmount = j.TransactionAmount,
TransactionResultCode = 3
};
you may try something like below:
public void Test()
{
var report = new[] {new Item(1, "foo", "boo"), new Item(2, "foo2", "boo2"), new Item(3, "foo3", "boo3")};
var dataBase = new[] {new Item(1, "foo", "boo"), new Item(2, "foo22", "boo2"), new Item(4, "txt", "rt")};
Func<Item, bool> inBothLists = (i) => report.Contains(i) && dataBase.Contains(i);
Func<IEnumerable<Item>, Item, bool> containsWithID = (e, i) => e.Select(_ => _.ID).Contains(i.ID);
Func<Item, int> getCode = i =>
{
if (inBothLists(i))
{
return 0;
}
if(containsWithID(report, i) && containsWithID(dataBase, i))
{
return 3;
}
if (report.Contains(i))
{
return 2;
}
else return 1;
};
var result = (from item in dataBase.Union(report) select new {Code = getCode(item), Item = item}).Distinct();
}
public class Item
{
// You need also to override Equals() and GetHashCode().. I omitted them to save space
public Item(int id, string text1, string text2)
{
ID = id;
Text1 = text1;
Text2 = text2;
}
public int ID { get; set; }
public string Text1 { get; set; }
public string Text2 { get; set; }
}
Note that you need to either implement Equals() for you items, or implement an IEqualityComparer<> and feed it to Contains() methods.

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