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James Michael Hare
                                   2012 Visual C# MVP
                                  Application Architect
                                              Scottrade
                                        August 3rd, 2012


http://www.BlackRabbitCoder.net
Twitter: @BlkRabbitCoder
Me:
  Blog: http://www.BlackRabbitCoder.net
  Twitter: @BlkRabbitCoder


Information on Scottrade Careers:
  http://jobs.scottrade.com
  Twitter: @scottradejobs
Introduction
LINQ and lambdas are becoming much more
 prevalent in our codebases and it’s important for all of
 our developers to have at least a basic
 understanding.
This presentation is designed to be a brief
 introduction to both lambda expressions and the
 more common LINQ extension methods.
In addition, we will give a brief overview of the
 optional query syntax.
A brief history…
Before we look at lambdas, let’s take a look at how
 delegates work in C#.
A delegate is similar to a pointer to a function in C++.
Delegate describe the signature of a method.
Define delegates using the keyword delegate.
The following delegate describes methods that have
 no return value and take a string parameter:
Defining matching methods
Method can be static or instance.
These methods match our LoggingMethod
 delegate:
Assigning instance methods
Delegate instances can be assigned method
 references.
If instance method assigned, provide the instance to
 invoke delegate from:




The instance may be omitted if assigned from an
 instance member of the same instance.
Assigning static methods
Since static methods require no instance to be
 invoked upon, just the class name.




The class name may be omitted if the current class is
 the class that contains the method to be assigned.
Invoking a delegate
The beauty of delegates is that they allow methods to
 be assigned to variables.
This means you can easily change the behavior of a
 piece of code without needing to subclass.
You invoke by calling the delegate like the method:
Anonymous methods
The only problem with early .NET was that all
 delegate targets had to be methods.
This means you’d have to create full methods for even
 the simplest task.
The anonymous method syntax introduced in .NET
 2.0 allowed writing methods on the fly at the point
 they would be assigned to a delegate:
Lambda expressions
.NET 3.0 added lambda expression support for
 writing anonymous methods.
Lambda expression syntax can be seen as a more
 concise form of the anonymous method syntax:




The full lambda expression syntax is:
      (parameters) => { statement(s) }
The lambda operator “=>” is pronounced “goes to”.
More on lambda parameters
Specifying type is optional when can be inferred
    (string s) => { return s.Length; }
    (s) => { return s.Length; }
If no parameters, the parenthesis are empty:
    () => { statement(s) }
If one parameter, the parenthesis are optional:
     (s) => { return s.Length; }
     s => { return s.Length; }
If several parameters, use parenthesis and commas:
     (x,y) => { return x > y; }
Lambda parameter naming
The standard convention is a short identifier whose
 meaning can be inferred from context:




Names are local to the lambda and can be reused if
 desired to represent an item flowing down a chain.
More on lambda body
If body more than one statement, must separate with
 semicolons and enclose in braces:
    s => {
             Console.WriteLine(s);
             Console.Out.Flush();
         }
If one statement only, can omit semicolon and braces:
     s => { Console.Error.WriteLine(s); }
     s => Console.Error.WriteLine(s)
If only an expression to evaluate, can omit return:
     s => return s.Length
     s => s.Length
The generic delegates
Delegates can be useful for specifying pluggable
 behavior at runtime instead of compile time.
This eliminates much of the need of inheritance in
 places it was used to specify different behaviors.
.NET 2.0 added some common generic delegates:
  Predicate<T> - bool fx(T) – specifies a condition to be
   run against an item which returns true or false.
  Action<T> - void fx(T) – specifies an action to be
   performed on an item, no result.
  Action has other versions as well for varying number of
   parameters from 0 to 16.
More generic delegates
.NET 3.5 added a new generic delegate for more
 general delegate specification:
  Func<TResult> - TResult fx() – specifies a delegate
   that takes no parameters and returns a TResult.
  Func<T, TResult> - TResult fx(T) – specifies a delegate
   that takes on parameter and returns a TResult.
  Func<T1, T2, TResult> - TResult fx(T1, T2) – specifies a
   delegate that takes 2 parameters and returns TResult.
  Func<T1…, TResult> can support up to 16 parameters.
Func<T, bool> is equivalent to Predicate<T>.
Pluggable behavior
Delegates allow you to create classes and algorithms
 with pluggable behavior without inheritance:
Pluggable behavior
Behaviors can be changed on the fly:
LINQ
LINQ = Language INtegrated Query.
LINQ is a new query language and class libraries.
LINQ class libraries can be used with or without the
 query syntax as desired.
Most LINQ extension methods operate on sequences
 of data that implement IEnumerable<T>.
Most LINQ extension methods specify behavior with
 generic delegates (Action, Func, etc).
Lambda expressions are a perfect way to supply
 concise definitions to LINQ.
LINQ: Common behaviors
Most LINQ extension methods cannot be called on a
 null sequence (throws ArgumentNullException).
You can specify behaviors using any valid means
 (lambda expressions, anonymous methods, ordinary
 methods, or method groups).
You can use the LINQ methods on any sequences
 that implement IEnumerable<T> including List<T>,
 T[], HashSet<T>, iterators, etc.
Many of the LINQ methods use deferred execution
 (may not compute query until the data is needed).
LINQ: Chaining
LINQ operations can be chained together.
Each method call is independent and applies to the
 previous result in the chain:


   Where() narrows sequence to only those items whose Value
    property has an IsExpired property == true.
   Select() transforms the expired items from the Where() to return a
    sequence containing only the Key properties.
   ToList() takes the sequence of expired Keys from the Select() and
    returns then in a List<string>.
LINQ: Selecting and filtering
Where() – Narrows sequence based on condition
  orders.Where(o => o.Type == OrderType.Buy)
       Sequence only containing orders with order type of buy.
Select() – Transforms items in sequence or returns
 part(s) of items.
  orders.Select(o => o.Type)
       Sequence only containing the types of the orders.
These two are sometimes confused, remember not to
 use Select to try to filter or you get a sequence of bool.
  orders.Select(o => o.Type == OrderType.Buy)
LINQ: Consistency checks
All() – True if all items satisfy a predicate:
  requests.All(r => r.IsValid)
       True if IsValid returns true for all items.
  employees.All(e => e.Ssn != null)
       True if Ssn is not null for all items.
Any() – True if at least one satisfies predicate:
  requests.Any(r => !r.IsValid)
       True if any item returns IsValid of false.
  results.Addresses.Any()
       True if Addresses contains at least one item.
LINQ: Membership and count
Contains() – True if sequence contains item.
  orderTypes.Contains(“Buy”)
       True if contains string “buy” based on default string comparer.
  orderTypes.Contains(“buy”, comparer)
       True if contains “buy” based on given string comparer.
Count() – Number of items (or matches) in
 sequence.
  requests.Count(r => !r.IsValid)
       Count of items where IsValid returns false
  requests.Count()
       Count of all items in sequence
LINQ: Combine and reduce
Distinct() – Sequence without duplicates.
  orderIds.Distinct()
       A list of all unique order ids based on default comparer.
Concat() – Concatenates sequences.
  defaultValues.Concat(otherValues)
       Sequence containing defaultValues followed by otherValues.
Union() – Concatenates without duplicates.
  defaultValues.Union(otherValues)
       Sequence with items from defaultValues followed by items
        from otherValues without any duplicates.
LINQ: First item or match
First() – Returns first item or match, throws if none.
  orders.First()
     Returns first order, throws if none.
  orders.First(o => o.Type == OrderType.Buy)
     Returns first buy order, throws if no buy orders.

FirstOrDefault() – Returns first item, default if
 none.
  orders.FirstOrDefault()
     Returns first order, default if no orders.
     Default based on type (null for reference, 0 for numeric, etc)

  orders.FirstOrDefault(o => o.Id > 100)
     Returns first order with id > 100, or default if no match.
LINQ: Other items and matches
Last() / LastOrDefault()
  Similar to First except returns last match or item in list.
  Default version returns default of type if no match.
ElementAt() / ElementAtOrDefault()
  Returns element at the given position (zero-indexed).
  Default version returns default of type if position >
    count.
Single() / SingleOrDefault()
  Very similar to First except ensures that only one item
    exists that matches.
LINQ: Set operations
Except() – Set difference, subtracts sequences
  snackFoods.Except(healthyFoods)
     Returns first sequence minus elements in the second.
     Sequence of snack foods that are not healthy foods.

Intersect() – Set intersection, common sequence
  snackFoods.Intersect(healthyFoods)
     Returns first sequence minus elements in the second.
     Sequence of foods that are snack foods and healthy foods.

Union() – Combines sequences without duplicates.
  snackFoods.Union(healthyFoods)
       Returns both sequences combined with duplicates removed.
LINQ: Aggregation operations
Sum() – Adds all in from a sequence
  orders.Sum(o => o.Quantity)
Average() – Agerage of all items in a sequence
  orders.Average(o => o.Quantity)
Min()– Finds minimum item in sequence
  orders.Min(o => o.Quantity)
Max() – Finds maximum item in sequence
  orders.Max(o => o.Quantity)
Aggregate() – Performs custom aggregation
  orders.Aggregate(0.0, (total, o) =>
      total += o.Quantity * o.Price)
LINQ: Grouping
GroupBy() – Groups a sequence by criteria
  orders.GroupBy(o => o.Type)
     Organizes the sequence into groups of sequences.
     In this case, organizes orders into sequences by order type.

     Each element in resulting sequence is grouping with Key being
      the group criteria and the grouping being a sequence:
LINQ: Ordering
OrderBy() – Orders in ascending order
  orders.OrderBy(o => o.Id)
       Orders in ascending order by order id.
OrderByDescending() – Orders in descending order
  Orders.OrderByDescending(o => o.Id)
       Orders in descending order by order id.
ThenBy() – Adds additional ascending criteria
  Orders.OrderBy(o => o.Id).ThenBy(o => o.Type)
       Orders in ascending order by id and when ids are same ordered
        by order type as a secondary ordering.
ThenByDescending() – As above, but descending.
LINQ: Exporting to Collection
ToArray() – Returns sequence as an array.
  orders.OrderBy(o => o.Id).ToArray()
       Retrieves orders ordered by id into an array.
ToList() – Returns sequence as a List
  Orders.OrderBy(o => o.Id).ToList()
       Retrieves orders ordered by id into a List<Order>.
ToDictionary() – Returns sequence as Dictionary
  Orders.ToDictionary(o => o.Id)
       Retrieves orders in a dictionary where the Id is the key.
ToLookup() – Returns sequence of IGrouping
  Orders.ToLookup(o => o.Type)
       Retrieves orders into groups of orders keyed by order type.
Query Syntax
The query syntax is an alternative way to write LINQ
 expressions.
Microsoft tends to recommend the query syntax as it
 tends to be easier to read.
Ultimately, it is reduced to the same method calls
 we’ve already seen, so can use either.
There are some methods which are not directly
 callable using the query syntax.
Query Syntax
All queries start with the from clause in the form:
  from o in orders
     Declares variable representing current and source sequence.
     Similar to foreach(var o in orders) except deferred.

All queries must end with a select or group clause:
  from o in orders select o.Id
       Projects output same as the Select() extension method.
  from o in orders group o by o.Id
       Groups output same as the GroupBy() extension method.
Query Syntax
In between the from and the select/group clauses,
 you can filter, order, and join as desired:
  where – filters to only matching objects, like Where().
  into – allows storage of results from a groupby, join, or
   select for use in later clauses.
  order – sorts the results, can use ascending or
   descending modifiers, like the OrderBy() method
   family.
  join – joins two sequences together, like Join().
  let – allows storage of result from sub-expression for use
   in later clauses.
Same Query, Different Syntax
These two queries are the same, just different syntax:
Pros and cons
Pros:
  Lambda expressions are much more concise than full
   methods for simple tasks.
  LINQ expressions simplifies implementation by
   using .NET libraries that are optimized and fully tested.
  Once you learn the lambdas and LINQ, ultimately the
   code is much more readable and easier to maintain.
Cons:
  The lambda syntax and LINQ methods take some
   getting used to at first (short ramp-up time).
Summary
Delegates help create more modular code without the
 need for inheritance.
Lambdas are just an easy way to assign an anonymous
 method to a delegate.
LINQ introduces a great class library for performing
 common operations on sequences of data.
Using lambdas and LINQ can help reduce code size
 and improve code readability and maintainability.
Care should be taken to make lambda expressions
 concise and meaningful while still readable.
Questions?
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Of Lambdas and LINQ

  • 1. James Michael Hare 2012 Visual C# MVP Application Architect Scottrade August 3rd, 2012 http://www.BlackRabbitCoder.net Twitter: @BlkRabbitCoder
  • 2. Me: Blog: http://www.BlackRabbitCoder.net Twitter: @BlkRabbitCoder Information on Scottrade Careers: http://jobs.scottrade.com Twitter: @scottradejobs
  • 3. Introduction LINQ and lambdas are becoming much more prevalent in our codebases and it’s important for all of our developers to have at least a basic understanding. This presentation is designed to be a brief introduction to both lambda expressions and the more common LINQ extension methods. In addition, we will give a brief overview of the optional query syntax.
  • 4. A brief history… Before we look at lambdas, let’s take a look at how delegates work in C#. A delegate is similar to a pointer to a function in C++. Delegate describe the signature of a method. Define delegates using the keyword delegate. The following delegate describes methods that have no return value and take a string parameter:
  • 5. Defining matching methods Method can be static or instance. These methods match our LoggingMethod delegate:
  • 6. Assigning instance methods Delegate instances can be assigned method references. If instance method assigned, provide the instance to invoke delegate from: The instance may be omitted if assigned from an instance member of the same instance.
  • 7. Assigning static methods Since static methods require no instance to be invoked upon, just the class name. The class name may be omitted if the current class is the class that contains the method to be assigned.
  • 8. Invoking a delegate The beauty of delegates is that they allow methods to be assigned to variables. This means you can easily change the behavior of a piece of code without needing to subclass. You invoke by calling the delegate like the method:
  • 9. Anonymous methods The only problem with early .NET was that all delegate targets had to be methods. This means you’d have to create full methods for even the simplest task. The anonymous method syntax introduced in .NET 2.0 allowed writing methods on the fly at the point they would be assigned to a delegate:
  • 10. Lambda expressions .NET 3.0 added lambda expression support for writing anonymous methods. Lambda expression syntax can be seen as a more concise form of the anonymous method syntax: The full lambda expression syntax is: (parameters) => { statement(s) } The lambda operator “=>” is pronounced “goes to”.
  • 11. More on lambda parameters Specifying type is optional when can be inferred (string s) => { return s.Length; } (s) => { return s.Length; } If no parameters, the parenthesis are empty: () => { statement(s) } If one parameter, the parenthesis are optional: (s) => { return s.Length; } s => { return s.Length; } If several parameters, use parenthesis and commas: (x,y) => { return x > y; }
  • 12. Lambda parameter naming The standard convention is a short identifier whose meaning can be inferred from context: Names are local to the lambda and can be reused if desired to represent an item flowing down a chain.
  • 13. More on lambda body If body more than one statement, must separate with semicolons and enclose in braces: s => { Console.WriteLine(s); Console.Out.Flush(); } If one statement only, can omit semicolon and braces: s => { Console.Error.WriteLine(s); } s => Console.Error.WriteLine(s) If only an expression to evaluate, can omit return: s => return s.Length s => s.Length
  • 14. The generic delegates Delegates can be useful for specifying pluggable behavior at runtime instead of compile time. This eliminates much of the need of inheritance in places it was used to specify different behaviors. .NET 2.0 added some common generic delegates: Predicate<T> - bool fx(T) – specifies a condition to be run against an item which returns true or false. Action<T> - void fx(T) – specifies an action to be performed on an item, no result. Action has other versions as well for varying number of parameters from 0 to 16.
  • 15. More generic delegates .NET 3.5 added a new generic delegate for more general delegate specification: Func<TResult> - TResult fx() – specifies a delegate that takes no parameters and returns a TResult. Func<T, TResult> - TResult fx(T) – specifies a delegate that takes on parameter and returns a TResult. Func<T1, T2, TResult> - TResult fx(T1, T2) – specifies a delegate that takes 2 parameters and returns TResult. Func<T1…, TResult> can support up to 16 parameters. Func<T, bool> is equivalent to Predicate<T>.
  • 16. Pluggable behavior Delegates allow you to create classes and algorithms with pluggable behavior without inheritance:
  • 17. Pluggable behavior Behaviors can be changed on the fly:
  • 18. LINQ LINQ = Language INtegrated Query. LINQ is a new query language and class libraries. LINQ class libraries can be used with or without the query syntax as desired. Most LINQ extension methods operate on sequences of data that implement IEnumerable<T>. Most LINQ extension methods specify behavior with generic delegates (Action, Func, etc). Lambda expressions are a perfect way to supply concise definitions to LINQ.
  • 19. LINQ: Common behaviors Most LINQ extension methods cannot be called on a null sequence (throws ArgumentNullException). You can specify behaviors using any valid means (lambda expressions, anonymous methods, ordinary methods, or method groups). You can use the LINQ methods on any sequences that implement IEnumerable<T> including List<T>, T[], HashSet<T>, iterators, etc. Many of the LINQ methods use deferred execution (may not compute query until the data is needed).
  • 20. LINQ: Chaining LINQ operations can be chained together. Each method call is independent and applies to the previous result in the chain:  Where() narrows sequence to only those items whose Value property has an IsExpired property == true.  Select() transforms the expired items from the Where() to return a sequence containing only the Key properties.  ToList() takes the sequence of expired Keys from the Select() and returns then in a List<string>.
  • 21. LINQ: Selecting and filtering Where() – Narrows sequence based on condition orders.Where(o => o.Type == OrderType.Buy)  Sequence only containing orders with order type of buy. Select() – Transforms items in sequence or returns part(s) of items. orders.Select(o => o.Type)  Sequence only containing the types of the orders. These two are sometimes confused, remember not to use Select to try to filter or you get a sequence of bool. orders.Select(o => o.Type == OrderType.Buy)
  • 22. LINQ: Consistency checks All() – True if all items satisfy a predicate: requests.All(r => r.IsValid)  True if IsValid returns true for all items. employees.All(e => e.Ssn != null)  True if Ssn is not null for all items. Any() – True if at least one satisfies predicate: requests.Any(r => !r.IsValid)  True if any item returns IsValid of false. results.Addresses.Any()  True if Addresses contains at least one item.
  • 23. LINQ: Membership and count Contains() – True if sequence contains item. orderTypes.Contains(“Buy”)  True if contains string “buy” based on default string comparer. orderTypes.Contains(“buy”, comparer)  True if contains “buy” based on given string comparer. Count() – Number of items (or matches) in sequence. requests.Count(r => !r.IsValid)  Count of items where IsValid returns false requests.Count()  Count of all items in sequence
  • 24. LINQ: Combine and reduce Distinct() – Sequence without duplicates. orderIds.Distinct()  A list of all unique order ids based on default comparer. Concat() – Concatenates sequences. defaultValues.Concat(otherValues)  Sequence containing defaultValues followed by otherValues. Union() – Concatenates without duplicates. defaultValues.Union(otherValues)  Sequence with items from defaultValues followed by items from otherValues without any duplicates.
  • 25. LINQ: First item or match First() – Returns first item or match, throws if none. orders.First()  Returns first order, throws if none. orders.First(o => o.Type == OrderType.Buy)  Returns first buy order, throws if no buy orders. FirstOrDefault() – Returns first item, default if none. orders.FirstOrDefault()  Returns first order, default if no orders.  Default based on type (null for reference, 0 for numeric, etc) orders.FirstOrDefault(o => o.Id > 100)  Returns first order with id > 100, or default if no match.
  • 26. LINQ: Other items and matches Last() / LastOrDefault() Similar to First except returns last match or item in list. Default version returns default of type if no match. ElementAt() / ElementAtOrDefault() Returns element at the given position (zero-indexed). Default version returns default of type if position > count. Single() / SingleOrDefault() Very similar to First except ensures that only one item exists that matches.
  • 27. LINQ: Set operations Except() – Set difference, subtracts sequences snackFoods.Except(healthyFoods)  Returns first sequence minus elements in the second.  Sequence of snack foods that are not healthy foods. Intersect() – Set intersection, common sequence snackFoods.Intersect(healthyFoods)  Returns first sequence minus elements in the second.  Sequence of foods that are snack foods and healthy foods. Union() – Combines sequences without duplicates. snackFoods.Union(healthyFoods)  Returns both sequences combined with duplicates removed.
  • 28. LINQ: Aggregation operations Sum() – Adds all in from a sequence orders.Sum(o => o.Quantity) Average() – Agerage of all items in a sequence orders.Average(o => o.Quantity) Min()– Finds minimum item in sequence orders.Min(o => o.Quantity) Max() – Finds maximum item in sequence orders.Max(o => o.Quantity) Aggregate() – Performs custom aggregation orders.Aggregate(0.0, (total, o) => total += o.Quantity * o.Price)
  • 29. LINQ: Grouping GroupBy() – Groups a sequence by criteria orders.GroupBy(o => o.Type)  Organizes the sequence into groups of sequences.  In this case, organizes orders into sequences by order type.  Each element in resulting sequence is grouping with Key being the group criteria and the grouping being a sequence:
  • 30. LINQ: Ordering OrderBy() – Orders in ascending order orders.OrderBy(o => o.Id)  Orders in ascending order by order id. OrderByDescending() – Orders in descending order Orders.OrderByDescending(o => o.Id)  Orders in descending order by order id. ThenBy() – Adds additional ascending criteria Orders.OrderBy(o => o.Id).ThenBy(o => o.Type)  Orders in ascending order by id and when ids are same ordered by order type as a secondary ordering. ThenByDescending() – As above, but descending.
  • 31. LINQ: Exporting to Collection ToArray() – Returns sequence as an array. orders.OrderBy(o => o.Id).ToArray()  Retrieves orders ordered by id into an array. ToList() – Returns sequence as a List Orders.OrderBy(o => o.Id).ToList()  Retrieves orders ordered by id into a List<Order>. ToDictionary() – Returns sequence as Dictionary Orders.ToDictionary(o => o.Id)  Retrieves orders in a dictionary where the Id is the key. ToLookup() – Returns sequence of IGrouping Orders.ToLookup(o => o.Type)  Retrieves orders into groups of orders keyed by order type.
  • 32. Query Syntax The query syntax is an alternative way to write LINQ expressions. Microsoft tends to recommend the query syntax as it tends to be easier to read. Ultimately, it is reduced to the same method calls we’ve already seen, so can use either. There are some methods which are not directly callable using the query syntax.
  • 33. Query Syntax All queries start with the from clause in the form: from o in orders  Declares variable representing current and source sequence.  Similar to foreach(var o in orders) except deferred. All queries must end with a select or group clause: from o in orders select o.Id  Projects output same as the Select() extension method. from o in orders group o by o.Id  Groups output same as the GroupBy() extension method.
  • 34. Query Syntax In between the from and the select/group clauses, you can filter, order, and join as desired: where – filters to only matching objects, like Where(). into – allows storage of results from a groupby, join, or select for use in later clauses. order – sorts the results, can use ascending or descending modifiers, like the OrderBy() method family. join – joins two sequences together, like Join(). let – allows storage of result from sub-expression for use in later clauses.
  • 35. Same Query, Different Syntax These two queries are the same, just different syntax:
  • 36. Pros and cons Pros: Lambda expressions are much more concise than full methods for simple tasks. LINQ expressions simplifies implementation by using .NET libraries that are optimized and fully tested. Once you learn the lambdas and LINQ, ultimately the code is much more readable and easier to maintain. Cons: The lambda syntax and LINQ methods take some getting used to at first (short ramp-up time).
  • 37. Summary Delegates help create more modular code without the need for inheritance. Lambdas are just an easy way to assign an anonymous method to a delegate. LINQ introduces a great class library for performing common operations on sequences of data. Using lambdas and LINQ can help reduce code size and improve code readability and maintainability. Care should be taken to make lambda expressions concise and meaningful while still readable.