Generates random test data with a variety of built-in generators.
Supports calculated properties, flexible string generation, and allows for custom property generation.
Provides the ability to decorate the generated output with custom logic.
Construct a property value using just generated values from the same object.
// Given: FirstName and LastName are randomly generated. The email is dynamically constructed.
.Property(s => s.Email).Construct(s => $"{s.FirstName}.{s.LastName}@mycompany.com")
${\color{darkgreen}{String \space templates}}$
Support placeholders for numbers, oneofs, resources, and file content, replacing them with values from the corresponding list.
Define rules for generating values, each associated with a probability.
// Generates a negative value in the range of [-5, -1) with a probability of 0.1 (10%).
.Property(s => s.Year)
.Range(1,5)
.GenerationRule("NegativeYear", 0.1, _ => Random.Shared.Next(-5, -1))
[!Note]
The probability of using the default generation logic (Pd) — when no specific generation rules apply — is calculated as: Pd = 1 - ΣPi.
Where Pi represents the probability of each individual generation rule.
${\color{darkgreen}{Nullable \space rule}}$
Defines the probability of assigning a null value.
[!Note]
The property type must be either nullable (T?) or a reference type with nullable annotations enabled (?).
// Precondition
class Student
{
public string? FirstName {get; set; }
public string LastName {get; set; }
}
// Great job :)
.Property(s => s.FirstName)
.Template("[file:firstnames.txt]")
.Nullable(0.25)
// Will throw an exception :(
.Property(s => s.FirstName)
.Template("[file:lastnames.txt]")
.Nullable(0.25)
