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Vogen: cure your Primitive Obsession
Vogen is a .NET Source Generator and analyzer. It turns your primitives (ints, decimals etc.) into value objects that represent domain concepts (CustomerId, AccountBalance etc.)
It adds new C# compilation errors to help stop the creation of invalid value objects.
Overview
The source generator generates strongly typed domain concepts. You provide this:
[ValueObject<int>]
public partial struct CustomerId {
}
... and Vogen generates source similar to this:
public partial struct CustomerId : System.IEquatable<CustomerId>, System.IComparable<CustomerId>, System.IComparable {
private readonly int _value;
public readonly int Value => _value;
public CustomerId() {
throw new Vogen.ValueObjectValidationException("Validation skipped by attempting to use the default constructor...");
}
private CustomerId(int value) => _value = value;
public static CustomerId From(int value) {
CustomerId instance = new CustomerId(value);
return instance;
}
public readonly bool Equals(CustomerId other) ...
public readonly bool Equals(int primitive) ...
public readonly override bool Equals(object obj) ...
public static bool operator ==(CustomerId left, CustomerId right) ...
public static bool operator !=(CustomerId left, CustomerId right) ...
public static bool operator ==(CustomerId left, int right) ...
public static bool operator !=(CustomerId left, int right) ...
public static bool operator ==(int left, CustomerId right) ...
public static bool operator !=(int left, CustomerId right) ...
public readonly override int GetHashCode() ...
public readonly override string ToString() ...
}
You then use CustomerId
instead of int
in your domain in the full knowledge that it is valid and safe to use:
CustomerId customerId = CustomerId.From(123);
SendInvoice(customerId);
...
public void SendInvoice(CustomerId customerId) { ... }
Note:
int
is the default type for value objects, but it is generally a good idea to explicitly declare each type for clarity. Plus, althoughint
is the default, you can - individually or globally - configure them to be other types. See the Configuration section later in the document, but here's some brief examples:
[ValueObject<decimal>]
public partial struct AccountBalance { }
[ValueObject(typeof(string))]
public partial class LegalEntityName { }
The main goal of Vogen is to ensure the validity of your value objects, the code analyser helps you to avoid mistakes which might leave you with uninitialized value objects in your domain.
It does this by adding new constraints in the form of new C# compilation errors. There are a few ways you could end up with uninitialized value objects. One way is by giving your type constructors. Providing your own constructors could mean that you forget to set a value, so Vogen doesn't allow you to have user defined constructors:
[ValueObject]
public partial struct CustomerId {
// Vogen deliberately generates this so that you can't create your own:
// error CS0111: Type 'CustomerId' already defines a member called 'CustomerId' with the same parameter type
public CustomerId() { }
// error VOG008: Cannot have user defined constructors, please use the From method for creation.
public CustomerId(int value) { }
}
In addition, Vogen will spot issues when creating or consuming value objects:
// catches object creation expressions
var c = new CustomerId(); // error VOG010: Type 'CustomerId' cannot be constructed with 'new' as it is prohibited
CustomerId c = default; // error VOG009: Type 'CustomerId' cannot be constructed with default as it is prohibited.
var c = default(CustomerId); // error VOG009: Type 'CustomerId' cannot be constructed with default as it is prohibited.
var c = GetCustomerId(); // error VOG010: Type 'CustomerId' cannot be constructed with 'new' as it is prohibited
var c = Activator.CreateInstance<CustomerId>(); // error VOG025: Type 'CustomerId' cannot be constructed via Reflection as it is prohibited.
var c = Activator.CreateInstance(typeof(CustomerId)); // error VOG025: Type 'MyVo' cannot be constructed via Reflection as it is prohibited
// catches lambda expressions
Func<CustomerId> f = () => default; // error VOG009: Type 'CustomerId' cannot be constructed with default as it is prohibited.
// catches method / local function return expressions
CustomerId GetCustomerId() => default; // error VOG009: Type 'CustomerId' cannot be constructed with default as it is prohibited.
CustomerId GetCustomerId() => new CustomerId(); // error VOG010: Type 'CustomerId' cannot be constructed with 'new' as it is prohibited
CustomerId GetCustomerId() => new(); // error VOG010: Type 'CustomerId' cannot be constructed with 'new' as it is prohibited
// catches argument / parameter expressions
Task<CustomerId> t = Task.FromResult<CustomerId>(new()); // error VOG010: Type 'CustomerId' cannot be constructed with 'new' as it is prohibited
void Process(CustomerId customerId = default) { } // error VOG009: Type 'CustomerId' cannot be constructed with default as it is prohibited.
One of the main goals of this project is to achieve almost the same speed and memory performance as using primitives directly.
Put another way, if your decimal
primitive represents an Account Balance, then there is extremely low overhead of
using an AccountBalance
value object instead. Please see the performance metrics below.
Installation
Vogen is a Nuget package. Install it with:
dotnet add package Vogen
When added to your project, the source generator generates the wrappers for your primitives and the code analyser will let you know if you try to create invalid value objects.
Usage
Think about your domain concepts and how you use primitives to represent them, e.g. instead of this:
public void HandlePayment(int customerId, int accountId, decimal paymentAmount)
... have this:
public void HandlePayment(CustomerId customerId, AccountId accountId, PaymentAmount paymentAmount)
It's as simple as creating types like this:
[ValueObject]
public partial struct CustomerId { }
[ValueObject]
public partial struct AccountId { }
[ValueObject<decimal>]
public partial struct PaymentAmount { }
More on Primitive Obsession
The source generator generates value objects. value objects help combat Primitive Obsession by wrapping simple primitives such as int
, string
, double
etc. in a strongly-typed type.
Primitive Obsession (AKA StringlyTyped) means being obsessed with primitives. It is a Code Smell that degrades the quality of software.
"Primitive Obsession is using primitive data types to represent domain ideas" #
Some examples:
- instead of
int age
- we'd haveAge age
.Age
might have validation that it couldn't be negative - instead of
string postcode
- we'd havePostcode postcode
.Postcode
might have validation on the format of the text
The source generator is opinionated. The opinions help ensure consistency. The opinions are:
- A value object (VO) is constructed via a factory method named
From
, e.g.Age.From(12)
- A VO is equatable (
Age.From(12) == Age.From(12)
) - A VO, if validated, is validated with a static method named
Validate
that returns aValidation
result - Any validation that is not
Validation.Ok
results in aValueObjectValidationException
being thrown
It is common to represent domain ideas as primitives, but primitives might not be able to fully describe the domain idea.
To use value objects instead of primitives, we simply swap code like this:
public class CustomerInfo {
private int _id;
public CustomerInfo(int id) => _id = id;
}
.. to this:
public class CustomerInfo {
private CustomerId _id;
public CustomerInfo(CustomerId id) => _id = id;
}
Tell me more about the Code Smell
There's a blog post here that describes it, but to summarise:
Primitive Obsession is being obsessed with the seemingly convenient way that primitives, such as
ints
andstrings
, allow us to represent domain objects and ideas.
It is this:
int customerId = 42
What's wrong with that?
A customer ID likely cannot be fully represented by an int
. An int
can be negative or zero, but it's unlikely a customer ID can be. So, we have constraints on a customer ID. We can't represent or enforce those constraints on an int
.
So, we need some validation to ensure the constraints of a customer ID are met. Because it's in int
, we can't be sure if it's been checked beforehand, so we need to check it every time we use it. Because it's a primitive, someone might've changed the value, so even if we're 100% sure we've checked it before, it still might need checking again.
So far, we've used as an example, a customer ID of value 42
. In C#, it may come as no surprise that "42 == 42
" (I haven't checked that in JavaScript!). But, in our domain, should 42
always equal 42
? Probably not if you're comparing a Supplier ID of 42
to a Customer ID of 42
! But primitives won't help you here (remember, 42 == 42
!).
(42 == 42) // true
(SuppliedId.From(42) == SupplierId.From(42)) // true
(SuppliedId.From(42) == VendorId.From(42)) // compilation error
But sometimes, we need to denote that a value object isn't valid or has not been set. We don't want anyone outside of the object doing this as it could be used accidentally. It's common to have Unspecified
instances, e.g.
public class Person {
public Age Age { get; } = Age.Unspecified;
}
We can do that with an Instance
attribute:
[ValueObject]
[Instance("Unspecified", -1)]
public readonly partial struct Age {
public static Validation Validate(int value) =>
value > 0 ? Validation.Ok : Validation.Invalid("Must be greater than zero.");
}
This generates public static Age Unspecified = new Age(-1);
. The constructor is private
, so only this type can (deliberately) create invalid instances.
Now, when we use Age
, our validation becomes clearer:
public void Process(Person person) {
if(person.Age == Age.Unspecified) {
// age not specified.
}
}
We can also specify other instance properties:
[ValueObject(typeof(float))]
[Instance("Freezing", 0)]
[Instance("Boiling", 100)]
public readonly partial struct Celsius {
public static Validation Validate(float value) =>
value >= -273 ? Validation.Ok : Validation.Invalid("Cannot be colder than absolute zero");
}
Configuration
Each value object can have it's own optional configuration. Configuration includes:
- The underlying type
- Any 'conversions' (Dapper, System.Text.Json, Newtonsoft.Json, etc.) - see the Integrations page in the wiki for more information
- The type of the exception that is thrown when validation fails
If any of those above are not specified, then global configuration is inferred. It looks like this:
[assembly: VogenDefaults(underlyingType: typeof(int), conversions: Conversions.Default, throws: typeof(ValueObjectValidationException))]
Those again are optional. If they're not specified, then they are defaulted to:
- Underlying type =
typeof(int)
- Conversions =
Conversions.Default
(TypeConverter
andSystem.Text.Json
) - Validation exception type =
typeof(ValueObjectValidationException)
There are several code analysis warnings for invalid configuration, including:
- when you specify an exception that does not derive from
System.Exception
- when your exception does not have 1 public constructor that takes an int
- when the combination of conversions does not match an entry
Performance
(to run these yourself: dotnet run -c Release --framework net8.0 -- --job short --filter *
in the Vogen.Benchmarks
folder)
As mentioned previously, the goal of Vogen is to achieve very similar performance compare to using primitives themselves. Here's a benchmark comparing the use of a validated value object with underlying type of int vs using an int natively (primitively 🤓)
BenchmarkDotNet=v0.13.2, OS=Windows 11 (10.0.22621.1194)
AMD Ryzen 9 5950X, 1 CPU, 32 logical and 16 physical cores
.NET SDK=7.0.102
[Host] : .NET 7.0.2 (7.0.222.60605), X64 RyuJIT AVX2
ShortRun : .NET 7.0.2 (7.0.222.60605), X64 RyuJIT AVX2
Job=ShortRun IterationCount=3 LaunchCount=1
WarmupCount=3
Method | Mean | Error | StdDev | Ratio | RatioSD | Gen0 | Allocated |
---|---|---|---|---|---|---|---|
UsingIntNatively | 14.55 ns | 1.443 ns | 0.079 ns | 1.00 | 0.00 | - | - |
UsingValueObjectStruct | 14.88 ns | 3.639 ns | 0.199 ns | 1.02 | 0.02 | - | - |
There is no discernible difference between using a native int and a VO struct; both are pretty much the same in terms of speed and memory.
The next most common scenario is using a VO class to represent a native String
. These results are:
BenchmarkDotNet=v0.13.2, OS=Windows 11 (10.0.22621.1194)
AMD Ryzen 9 5950X, 1 CPU, 32 logical and 16 physical cores
.NET SDK=7.0.102
[Host] : .NET 7.0.2 (7.0.222.60605), X64 RyuJIT AVX2
ShortRun : .NET 7.0.2 (7.0.222.60605), X64 RyuJIT AVX2
Job=ShortRun IterationCount=3 LaunchCount=1
WarmupCount=3
Method | Mean | Error | StdDev | Ratio | RatioSD | Gen0 | Allocated | Alloc Ratio |
---|---|---|---|---|---|---|---|---|
UsingStringNatively | 151.8 ns | 32.19 | 1.76 | 1.00 | 0.00 | 0.0153 | 256 B | 1.00 |
UsingValueObjectAsStruct | 184.8 ns | 12.19 | 0.67 | 1.22 | 0.02 | 0.0153 | 256 B | 1.00 |
There is a tiny amount of performance overhead, but these measurements are incredibly small. There is no memory overhead.
Serialisation and type conversion
By default, each VO is decorated with a TypeConverter
and System.Text.Json
(STJ) serializer. There are other converters/serializer for: