Combining two expressions into a pipeline - c#

Let us say I have the following two expressions:
Expression<Func<T, IEnumerable<TNested>>> collectionSelector;
Expression<Func<IEnumerable<TNested>, TNested>> elementSelector;
Is there a way to "combine" these in order to form the below: (?)
Expression<Func<T, TNested>> selector;
EDIT:
Performance is very critical, so I would appreciate an optimal solution with very little overhead, if possible.
Many Thanks!

static Expression<Func<A, C>> Foo<A, B, C>(
Expression<Func<B, C>> f,
Expression<Func<A, B>> g)
{
var x = Expression.Parameter(typeof(A));
return Expression.Lambda<Func<A, C>>(
Expression.Invoke(f, Expression.Invoke(g, x)), x);
}
Unfortunately, I cannot access to computer ( it is bad solution in performance terms). Actually, I think that you can optimize code via call Expression.
Another way seems like that(usage auxiliary function):
Func<A, C> Foo<A,B,C>(Func<B, C> f, Func<A, B> g)
{
return (A x) => f(g(x));
}
Then you should create pipeline Expression via call Expression with Foo function. Like that pseudo code:
var expr1 = get expresstion<B,C>
var expr2 = get Expression<A, B>
var foo = get method info of Foo method
specialize method with generic types A, B, C (via make generic method)
return Expression.Call(foo, expr1, expr2);

Another solution is to use ExpressionVisitor to replace the parameter in right expression with the whole left expression, in other words, embed the left one in the right one.
Expression visitor will be quite simple, add needed data to constructor, override one method and that's all.
internal sealed class ParameterReplaceVisitor : ExpressionVisitor
{
private readonly ParameterExpression _searched;
private readonly Expression _replaced;
public ParameterReplaceVisitor(ParameterExpression searched, Expression replaced)
{
if (searched == null)
throw new ArgumentNullException(nameof(searched));
if (replaced == null)
throw new ArgumentNullException(nameof(replaced));
_searched = searched;
_replaced = replaced;
}
protected override Expression VisitParameter(ParameterExpression node)
{
if (node == _searched)
return _replaced;
return base.VisitParameter(node);
}
}
It can be quite easily extended to handle collections of expressions in the constructor, but I kept it short.
Now, you just need to use it on the expression bodies and construct new lambda.
private static Expression<Func<TIn, TOut>> Merge<TIn, TInter, TOut>(Expression<Func<TIn, TInter>> left, Expression<Func<TInter, TOut>> right)
{
var merged = new ParameterReplaceVisitor(right.Parameters[0], left.Body).Visit(right.Body);
var lambda = Expression.Lambda<Func<TIn, TOut>>(merged, left.Parameters[0]);
return lambda;
}
I tested it on this code:
Expression<Func<string, int>> l = s => s.Length + 5;
Expression<Func<int, string>> r = i => i.ToString() + " something";
var merged = Merge(l, r);
var res = merged.Compile()("test");
and the result is as expected: 9 something.
EDIT:
If performance is your concern, why are you using expressions instead of plain Funcs? Then you could just invoke one after another. Are the expression trees later analyzed?

Expression<Func<TSourceType, TFinalType>> ChainExpressions<TSourceType, TIntermediaryType, TFinalType>(
Expression<Func<TSourceType, TIntermediaryType>> firstExpression,
Expression<Func<TIntermediaryType, TFinalType>> secondExpression
)
{
var sourceInput = Expression.Parameter(typeof(TSourceType));
var expressionForIntermediaryValue = Expression.Invoke(firstExpression, sourceInput);
var expressionToGetTypedIntermediaryValue = Expression.Convert(expressionForIntermediaryValue, typeof(TIntermediaryType));
var expressionForFinalValue = Expression.Invoke(secondExpression, expressionToGetTypedIntermediaryValue);
var expressionToGetTypedFinalValue = Expression.Convert(expressionForFinalValue, typeof(TFinalType));
var finalOutputExpression = Expression.Lambda(expressionToGetTypedFinalValue, sourceInput);
return (Expression<Func<TSourceType, TFinalType>>)finalOutputExpression;
}

Related

How to use multiple 'Where' expressions and chain them together with AND and OR using C#/.NET?

I am trying to make a filtering system in my web app. The problem is I don't know how many filters will be requested from my client to API. I've build it so the array of the filters comes from a single string like this: ?sizeFilters=big,small,medium
Then I use a string[] names = sizeFilters.Split(','); to get single expression like Where(x => x.listOfSizes.contains(names[index]));
I need also to make the chain of the expression using AND and OR because I am gonna use another filter for example: '?typeFilters=normal,extra,spicy'
So I need to make it that the whole expressions looks like this but it might be few times longer, it needs to work with different size of arrays:
return items Where size is big OR small OR medium AND Where type is normal OR extra OR spicy
Where(x => x.Sizes == "Small" || x => x.Sizes == "Medium" || x => x.Sizes == "Big" &&
x => x.Types == "normal" || x => x.Types == "extra" || x => x.Types == "Spicy")
The simplest option would be, as others have noted, to build your ORs using Enumerable.Contains within an expression; and to build your ANDs by calling Where multiple times.
// using these values as an example
string[] sizeTerms = /* initialize */;
string[] typeTerms = /* initialize */;
IQueryable<Item> items = /* initialize */
if (sizeTerms.Any()) {
items = items.Where(x => sizeTerms.Contains(x.Size));
}
if (typeTerms.Any()) {
items = items.Where(x => typeTerms.Contains(x.Type));
}
If you want, you could wrap this logic into an extension method that takes an expression to filter against, and an IEnumerable<string> for the filter values; and constructs and applies the Contains method:
// using System.Reflection
// using static System.Linq.Expressions.Expression
private static MethodInfo containsMethod = typeof(List<>).GetMethod("Contains");
public static IQueryable<TElement> WhereValues<TElement, TFilterTarget>(
this IQueryable<TElement> qry,
Expression<Func<TElement, TFilterTarget>> targetExpr,
IEnumerable<string> values
) {
var lst = values.ToList();
if (!lst.Any()) { return qry; }
return qry.Where(
Lambda<Expression<Func<TElement, bool>>>(
Call(
Constant(lst),
containsMethod.MakeGenericMethod(typeof(T)),
targetExpr.Body
),
targetExpr.Parameters.ToArray()
)
);
}
and can be called like this:
qry = qry
.WhereValues(x => x.Size, sizeTerms)
.WhereValues(x => x.Type, typeTerms);
One caveat: the query will be built based on the values passed into the method; if they are later changed, the query won't reflect those changes. If this is an issue:
get the appropriate overload of Enumerable.Contains, instead of List.Contains, and
use the overload of Expression.Call which produces a static method call, instead of an instance method call.
I think following should work
var query = _context.Set<[Entity]>();
if (sizeFilterPresent)
{
query = query.Where(r => sizes.Contains(r.Size));
}
if(typesFilterPresent)
{
query = query.Where(r => types.Contains(r.Type));
}
var results = query.ToList();
You can try this,
var result = data.Where(p => sizeFilters.Contains(p.Size) && typeFilters.Contains(p.Type));
You can simply call .Where multiple times to AND expressions together. Dynamically OR-ing expressions together is much more difficult. You'll need to rebuild the Expression graph to include the OrElse operator, and ensure that all expressions are based on the same ParameterExpression.
public class Replacer : ExpressionVisitor
{
private readonly Dictionary<Expression, Expression> _replacements;
public Replacer(IEnumerable<Expression> before, IEnumerable<Expression> after)
{
_replacements = new Dictionary<Expression, Expression>(before.Zip(after, (a, b) => KeyValuePair.Create(a, b)));
}
public override Expression Visit(Expression node)
{
if (node != null && _replacements.TryGetValue(node, out var replace))
return base.Visit(replace);
return base.Visit(node);
}
}
public static Expression<Func<T, bool>> Or<T>(this Expression<Func<T, bool>> expr1, Expression<Func<T, bool>> expr2)
{
if (expr1 == null)
return expr2;
if (expr2 == null)
return expr1;
return Expression.Lambda<Func<T, bool>>(
Expression.OrElse(
expr1.Body,
new Replacer(expr2.Parameters, expr1.Parameters).Visit(expr2.Body)
),
expr1.Parameters);
}
public static Expression<Func<T, bool>> And<T>(this Expression<Func<T, bool>> expr1, Expression<Func<T, bool>> expr2)
{
if (expr1 == null)
return expr2;
if (expr2 == null)
return expr1;
return Expression.Lambda<Func<T, bool>>(
Expression.AndAlso(
expr1.Body,
new Replacer(expr2.Parameters, expr1.Parameters).Visit(expr2.Body)
),
expr1.Parameters);
}
// Usage
Expression<Func<TableObject, bool>> where = null;
if (...)
where = where.Or(x => sizeFilters.Contains(x.Size));
if (...)
where = where.Or(x => typeFilters.Contains(x.Type));
if (where!=null)
query = query.Where(where);
To make it look neat, my advice would be to create and extension method. This way you can use it as any other LINQ method. See extension methods demystified
Assuming your source is an IQuertyable<TSource>.
public static IQueryable<TSource> WhereAnd<TSource>(
this IQueryable<TSource> source,
IEnumerable<Expression<Func<TSource,bool>>> filterPredicates)
{
// TODO: handle null source, expressions;
IQueryable<TSource> filteredSource = source;
foreach (var predicate in filterPredicates)
{
filteredSource = filteredSource.Where(predicate);
}
}
Usage:
var predicates = new List<Expression<Func<TSource,bool>>>()
{
customer => customer.BirthDay.Year <= 1950,
customer => customer.CityId == GetCityId("New York"),
customer => customer.Gender == Gender.Male,
}
var oldNewYorkMaleCustomers = dbContext.Customers.WhereAnd(predicates).ToList();
Note: an empty collection of filterpredicates will filter by no predicate: you get the original data:
var emptyFilter = Queryable.Empty<Expression<Func<Customer, bool>>>();
var allCustomers = dbContext.Customers.WhereAnd(emptyFilter);

From BinaryExpression to Expression<Func<T, bool>>

Suppose I have something like
Expression<Func<SomeType, DateTime>> left = x => x.SomeDateProperty;
Expression<Func<SomeType, DateTime>> right = x => dateTimeConstant;
var binaryExpression = Expression.GreaterThan(left, right);
Expression<Func<SomeType, bool>> predicate =
x => x.SomeDateProperty> dateTimeConstant;
1) How can I replace the right hand of the assignment of the last line with something that uses the binaryExpression instead? var predicate = x => binaryExpression; doesn't work.
2) The right is always a constant, not necessarily DateTime.Now. Could it be of some simpler Expression type? For instance, it doesn't depend on SomeType, it is just a constant.
3) If I have the GreaterThan as a string, is there a way to get from this string to the method with the same name in Expression? In general, if the name of the comparison method is given as a string, how can I go from the string to actually calling the method with the same name on the Expression class?
It has to work with LINQ to Entities, if it matters.
1 and 2: You need to build the expression tree manually to do this, the compiler cannot help because it only constructs ready-made expressions that represent functions in their entirety. That's not useful when you want to build functions piece by piece.
Here's one straightforward way to build the expression you want:
var argument = Expression.Parameter(typeof(SomeType));
var left = Expression.Property(argument, "SomeDateProperty");
var right = Expression.Constant(DateTime.Now);
var predicate = Expression.Lambda<Func<SomeType, bool>>(
Expression.GreaterThan(left, right),
new[] { argument }
);
You can take this for a test drive with
var param = new SomeType {
SomeDateProperty = DateTime.Now.Add(TimeSpan.FromHours(-1))
};
Console.WriteLine(predicate.Compile()(param)); // "False"
3: Since in all likelihood the number of possible choices for your binary predicate will be quite small, you could do this with a dictionary:
var wordToExpression =
new Dictionary<string, Func<Expression, Expression, BinaryExpression>>
{
{ "GreaterThan", Expression.GreaterThan },
// etc
};
Then, instead of hardcoding Expression.GreaterThan in the first snippet you would do something like wordToExpression["GreaterThan"](left, right).
Of course this can also be done the standard way with reflection.
When you use GreaterThan, you need to specify the expression bodies, not the lambda itself. Unfortunately, there is a complication: the x in the two expressions is not the same.
In this particular case, you could just about get away with this, because the second expression does not use x
So; your "1" and "2" should be answered by:
var binaryExpression = Expression.GreaterThan(left.Body, right.Body);
var lambda = Expression.Lambda<Func<SomeType, bool>>(binaryExpression,
left.Parameters);
However, to handle this in the general case, you must rewrite on of the expressions, to fix-up the parameters:
var binaryExpression = Expression.GreaterThan(left.Body,
new SwapVisitor(right.Parameters[0], left.Parameters[0]).Visit(right.Body));
var lambda = Expression.Lambda<Func<SomeType, bool>>(binaryExpression,
left.Parameters);
with:
public class SwapVisitor : ExpressionVisitor
{
private readonly Expression from, to;
public SwapVisitor(Expression from, Expression to)
{
this.from = from;
this.to = to;
}
public override Expression Visit(Expression node)
{
return node == from ? to : base.Visit(node);
}
}
For your "3"; there is nothing inbuilt for that; you could use reflection, though:
string method = "GreaterThan";
var op = typeof(Expression).GetMethod(method,
BindingFlags.Public | BindingFlags.Static,
null, new[] { typeof(Expression), typeof(Expression) }, null);
var rightBody = new SwapVisitor(right.Parameters[0],
left.Parameters[0]).Visit(right.Body);
var exp = (Expression)op.Invoke(null, new object[] { left.Body, rightBody });
var lambda = Expression.Lambda<Func<SomeType, bool>>(exp, left.Parameters);

How do I dynamically create an Expression<Func<MyClass, bool>> predicate?

How would I go about using an Expression Tree to dynamically create a predicate that looks something like...
(p.Length== 5) && (p.SomeOtherProperty == "hello")
So that I can stick the predicate into a lambda expression like so...
q.Where(myDynamicExpression)...
I just need to be pointed in the right direction.
Update: Sorry folks, I left out the fact that I want the predicate to have multiple conditions as above. Sorry for the confusion.
Original
Like so:
var param = Expression.Parameter(typeof(string), "p");
var len = Expression.PropertyOrField(param, "Length");
var body = Expression.Equal(
len, Expression.Constant(5));
var lambda = Expression.Lambda<Func<string, bool>>(
body, param);
Updated
re (p.Length== 5) && (p.SomeOtherProperty == "hello"):
var param = Expression.Parameter(typeof(SomeType), "p");
var body = Expression.AndAlso(
Expression.Equal(
Expression.PropertyOrField(param, "Length"),
Expression.Constant(5)
),
Expression.Equal(
Expression.PropertyOrField(param, "SomeOtherProperty"),
Expression.Constant("hello")
));
var lambda = Expression.Lambda<Func<SomeType, bool>>(body, param);
Use the predicate builder.
http://www.albahari.com/nutshell/predicatebuilder.aspx
Its pretty easy!
To combine several predicates with the && operator, you join them together two at a time.
So if you have a list of Expression objects called predicates, do this:
Expression combined = predicates.Aggregate((l, r) => Expression.AndAlso(l, r));
To associate Lambda expression each other:
An other way is to use the following code. It s more flexible than the Schotime answer in my advice and work perfectly. No external Nuggets needed
Framework 4.0
// Usage first.Compose(second, Expression.And)
public static Expression<T> Compose<T>(this Expression<T> First, Expression<T> Second, Func<Expression, Expression, Expression> Merge)
{
// build parameter map (from parameters of second to parameters of first)
Dictionary<ParameterExpression,ParameterExpression> map = First.Parameters.Select((f, i) => new { f, s = Second.Parameters[i] }).ToDictionary(p => p.s, p => p.f);
// replace parameters in the second lambda expression with parameters from the first
Expression secondBody = ParameterRebinder.ReplaceParameters(map, Second.Body);
// apply composition of lambda expression bodies to parameters from the first expression
return Expression.Lambda<T>(Merge(First.Body, secondBody), First.Parameters);
}
public static Expression<Func<T, bool>> And<T>(this Expression<Func<T, bool>> First, Expression<Func<T, bool>> Second)
{
return First.Compose(Second, Expression.And);
}
public static Expression<Func<T, bool>> Or<T>(this Expression<Func<T, bool>> First, Expression<Func<T, bool>> second)
{
return First.Compose(second, Expression.Or);
}
public class ParameterRebinder : ExpressionVisitor
{
private readonly Dictionary<ParameterExpression, ParameterExpression> map;
public ParameterRebinder(Dictionary<ParameterExpression, ParameterExpression> map)
{
this.map = map ?? new Dictionary<ParameterExpression, ParameterExpression>();
}
public static Expression ReplaceParameters(Dictionary<ParameterExpression, ParameterExpression> map, Expression exp)
{
return new ParameterRebinder(map).Visit(exp);
}
protected override Expression VisitParameter(ParameterExpression p)
{
ParameterExpression replacement;
if (map.TryGetValue(p, out replacement))
{
p = replacement;
}
return base.VisitParameter(p);
}
}
I have a open-source project called Exprelsior that provides very simple ways to create dynamic predicates:
Based on your example:
var exp1 = ExpressionBuilder.CreateBinary<YourClass>("MyProperty.Length", 5, ExpressionOperator.Equals);
var exp2 = ExpressionBuilder.CreateBinary<YourClass>("SomeOtherProperty", "hello", ExpressionOperator.Equals);
var fullExp = exp1.And(exp2);
// Use it normally...
q.Where(fullExp)
It even supports full text predicate generation, so you can receive any dynamic query from an HTTP GET method, for example:
var exp1 = ExpressionBuilder.CreateBinaryFromQuery<YourClass>("eq('MyProperty.Length', '5')");
var exp2 = ExpressionBuilder.CreateBinaryFromQuery<YourClass>("eq('SomeOtherProperty', 'hello')");
var fullExp = exp1.And(exp2);
// Use it normally...
q.Where(fullExp)
It supports a lot more data types and operators.
Link: https://github.com/alexmurari/Exprelsior

C#, Linq2SQL: Creating a predicate to find elements within a number of ranges

Lets say I have something called Stuff in my database, with a property called Id. From the user I get a sequence of selected Range objects (or rather I create them from their input) with the Ids they want. A stripped down version of that struct looks like this:
public struct Range<T> : IEquatable<Range<T>>, IEqualityComparer<Range<T>>
{
public T A;
public T B;
public Range(T a, T b)
{
A = a;
B = b;
}
...
}
So one could for example have gotten:
var selectedRange = new List<Range<int>>
{
new Range(1, 4),
new Range(7,11),
};
I then want to use that to create a predicate to select only things which have a value between those. For example, using the PredicateBuilder, I can for example do that this way:
var predicate = PredicateBuilder.False<Stuff>();
foreach (Range<int> r in selectedRange)
{
int a = r.A;
int b = r.B;
predicate = predicate.Or(ø => ø.Id >= a && ø.Id <= b);
}
and then:
var stuff = datacontext.Stuffs.Where(predicate).ToList();
Which works! What I would like to do now, is to create a generic extension method to create those predicates for me. Kind of like this:
public static Expression<Func<T,bool>> ToPredicate<T>(this IEnumerable<Range<int>> range, Func<T, int> selector)
{
Expression<Func<T, bool>> p = PredicateBuilder.False<T>();
foreach (Range<int> r in range)
{
int a = r.A;
int b = r.B;
p = p.Or(ø => selector(ø) >= a && selector(ø) <= b);
}
return p;
}
Problem here, is that it crashes with a NotSupportedException because of the selector(ø) call: Method 'System.Object DynamicInvoke(System.Object[])' has no supported translation to SQL.
I guess that is understandable. But is there any way to get around this? What I would like to end up with is so that I could just do:
var stuff = datacontext.Stuffs.Where(selectedRange.ToPredicate<Stuff>(ø => ø.Id));
Or even better, create something that returns an IQueryable so that I could just do:
var stuff = datacontext.Stuffs.WhereWithin<Stuff>(selectedRange, ø => ø.Id); // Possibly without having to specify Stuff as type there...
So, any ideas? I would really like to get this working, cause if not I will get A LOT of those foreach blocks of code, creating predicates...
Note 1: Of course, would be nice if I could expand to more than int, like DateTime and such, but not sure how that ends up with using the >= and <= operators... Does CompareTo work with linq-to-sql? If not there is no problem creating two. One for int and one for DateTime, since that is mostly the types this will be used for.
Note 2: It is going to be used for reporting, where the user is going to be able to narrow down what comes out, based on different things. Like, I want this report for those people and those dates.
The use with generics is problematic, since C# doesn't support operators on generics - meaning you'd have to write the expression manually. And as we've already seen, string works differently. But for the rest, how about something like (untested):
(edited for multiple ranges)
public static IQueryable<TSource> WhereBetween<TSource, TValue>(
this IQueryable<TSource> source,
Expression<Func<TSource, TValue>> selector,
params Range<TValue>[] ranges)
{
return WhereBetween<TSource,TValue>(source, selector,
(IEnumerable<Range<TValue>>) ranges);
}
public static IQueryable<TSource> WhereBetween<TSource, TValue>(
this IQueryable<TSource> source,
Expression<Func<TSource, TValue>> selector,
IEnumerable<Range<TValue>> ranges)
{
var param = Expression.Parameter(typeof(TSource), "x");
var member = Expression.Invoke(selector, param);
Expression body = null;
foreach(var range in ranges)
{
var filter = Expression.AndAlso(
Expression.GreaterThanOrEqual(member,
Expression.Constant(range.A, typeof(TValue))),
Expression.LessThanOrEqual(member,
Expression.Constant(range.B, typeof(TValue))));
body = body == null ? filter : Expression.OrElse(body, filter);
}
return body == null ? source : source.Where(
Expression.Lambda<Func<TSource, bool>>(body, param));
}
Note; the use of Expression.Invoke means it will probably work on LINQ-to-SQL but not EF (at the moment; hopefully fixed in 4.0).
With usage (tested on Northwind):
Range<decimal?> range1 = new Range<decimal?>(0,10),
range2 = new Range<decimal?>(15,20);
var qry = ctx.Orders.WhereBetween(order => order.Freight, range1, range2);
Generating TSQL (re-formatted):
SELECT -- (SNIP)
FROM [dbo].[Orders] AS [t0]
WHERE (([t0].[Freight] >= #p0) AND ([t0].[Freight] <= #p1))
OR (([t0].[Freight] >= #p2) AND ([t0].[Freight] <= #p3))
Just what we wanted ;-p
You are getting that error, because everything for LINQ to SQL needs to be in the form of an Expression. Try this
public static Expression<Func<T,bool>> ToPredicate<T>(
this IEnumerable<Range<int>> range,
Expression<Func<T, int>> selector
) {
Expression<Func<T, bool>> p = PredicateBuilder.False<T>();
Func<T, int> selectorFunc = selector.Compile();
foreach (Range<int> r in range)
{
int a = r.A;
int b = r.B;
p = p.Or(ø => selectorFunc(ø) >= a && selectorFunc(ø) <= b);
}
return p;
}
Notice that I compile the selector before using it. This should work with out a hitch, I have used something like it in the past.

Extend IQueryable<T> Where() as OR instead of AND relationship

I am using my own extension methods of IQueryable<> to create chainable queries such as FindAll().FindInZip(12345).NameStartsWith("XYZ").OrderByHowIWantIt() etc. which then on deferred execution creates a single query based on my extension methods chain.
The problem with this though, is that all Where's in the extension chain (FindXYZ, FindInZip etc.) will always combine as AND which means I can't do something like this:
FindAll().FirstNameStartsWith("X").OrLastNameStartsWith("Z") because I don't know how I can inject the OR in a separate Where method.
Any idea how I can solve this?
additional;
So far I understand how to chain expressions as Or if I wrap them (e.g. CompileAsOr(FirstNameStartsWith("A").LastNameStartsWith("Z").OrderBy(..))
What I'm trying to do though is slightly more complicated (and PredicateBuilder doesn't help here..) in that I want a later IQueryable to basically access the Where conditions that were established prior without having to wrap them to create the Or between them.
As each extension method returns IQueryable<> I understand that it should have the knowledge about the current status of query conditions somewhere, which leads me to believe that there should be some automated way or creating an Or across all prior Where conditions without having to wrap what you want Or'd.
I'm assuming the different parts of the query are only known at runtime, i.e. you can't just use || in a where...
One lazy option is Concat - but this tends to lead to poor TSQL etc; however, I tend to be inclined to write custom Expressions instead. The approach to take depends on what the provider is, as LINQ-to-SQL supports different options to EF (for example) - which has a genuine impact here (since you can't use sub-expressions with EF). Can you tell us which?
Here's some code that should work with LINQ-to-SQL; if you build an array (or list, and call .ToArray()) of expressions, it should work fine; example is LINQ-to-Objects, but should still work:
static void Main()
{
var data = (new[] { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 }).AsQueryable();
var predicates = new List<Expression<Func<int, bool>>>();
predicates.Add(i => i % 3 == 0);
predicates.Add(i => i >= 8);
foreach (var item in data.WhereAny(predicates.ToArray()))
{
Console.WriteLine(item);
}
}
public static IQueryable<T> WhereAny<T>(
this IQueryable<T> source,
params Expression<Func<T,bool>>[] predicates)
{
if (source == null) throw new ArgumentNullException("source");
if (predicates == null) throw new ArgumentNullException("predicates");
if (predicates.Length == 0) return source.Where(x => false); // no matches!
if (predicates.Length == 1) return source.Where(predicates[0]); // simple
var param = Expression.Parameter(typeof(T), "x");
Expression body = Expression.Invoke(predicates[0], param);
for (int i = 1; i < predicates.Length; i++)
{
body = Expression.OrElse(body, Expression.Invoke(predicates[i], param));
}
var lambda = Expression.Lambda<Func<T, bool>>(body, param);
return source.Where(lambda);
}
Use PredicateBuilder<T>. It's probably what you want.
List<string> fruits =
new List<string> { "apple", "passionfruit", "banana", "mango",
"orange", "blueberry", "grape", "strawberry" };
var query = fruits.AsQueryable();
// Get all strings whose length is less than 6.
query = query.Where(fruit => fruit.Length < 6);
// Hope to get others where length is more than 8. But you can't, they're gone.
query = query.Where(fruit => 1 == 1 || fruit.Length > 8);
foreach (string fruit in query)
Console.WriteLine(fruit);
In an ideal world I personally think || and && operators would be the most simple and readable. However it won't compile.
operator ' ||' cannot be applied to operands of type 'Expression<Func<YourClass,bool>>' and 'Expression<Func<YourClass,bool>>'
Therefore I use an extension method for this. In your example it would look like this:
.Where(FindInZip(12345).Or(NameStartsWith("XYZ")).And(PostedOnOrAfter(DateTime.Now)).
Instead of:
.Where(FindInZip(12345) || NameStartsWith("XYZ") && (PostedOnOrAfter(DateTime.Now)).
Expression example:
private Expression<Func<Post,bool>> PostedOnOrAfter(DateTime cutoffDate)
{
return post => post.PostedOn >= cutoffDate;
};
Extension method:
public static class PredicateExtensions
{
/// <summary>
/// Begin an expression chain
/// </summary>
/// <typeparam id="T""></typeparam>
/// <param id="value"">Default return value if the chanin is ended early</param>
/// <returns>A lambda expression stub</returns>
public static Expression<Func<T, bool>> Begin<T>(bool value = false)
{
if (value)
return parameter => true; //value cannot be used in place of true/false
return parameter => false;
}
public static Expression<Func<T, bool>> And<T>(this Expression<Func<T, bool>> left,
Expression<Func<T, bool>> right)
{
return CombineLambdas(left, right, ExpressionType.AndAlso);
}
public static Expression<Func<T, bool>> Or<T>(this Expression<Func<T, bool>> left, Expression<Func<T, bool>> right)
{
return CombineLambdas(left, right, ExpressionType.OrElse);
}
#region private
private static Expression<Func<T, bool>> CombineLambdas<T>(this Expression<Func<T, bool>> left,
Expression<Func<T, bool>> right, ExpressionType expressionType)
{
//Remove expressions created with Begin<T>()
if (IsExpressionBodyConstant(left))
return (right);
ParameterExpression p = left.Parameters[0];
SubstituteParameterVisitor visitor = new SubstituteParameterVisitor();
visitor.Sub[right.Parameters[0]] = p;
Expression body = Expression.MakeBinary(expressionType, left.Body, visitor.Visit(right.Body));
return Expression.Lambda<Func<T, bool>>(body, p);
}
private static bool IsExpressionBodyConstant<T>(Expression<Func<T, bool>> left)
{
return left.Body.NodeType == ExpressionType.Constant;
}
internal class SubstituteParameterVisitor : ExpressionVisitor
{
public Dictionary<Expression, Expression> Sub = new Dictionary<Expression, Expression>();
protected override Expression VisitParameter(ParameterExpression node)
{
Expression newValue;
if (Sub.TryGetValue(node, out newValue))
{
return newValue;
}
return node;
}
}
#endregion
}
A really good article about LINQ Queries by Extending Expressions. Also the source of the extension method that I use.
https://www.red-gate.com/simple-talk/dotnet/net-framework/giving-clarity-to-linq-queries-by-extending-expressions/

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