Seamless Unit Testing Across Technologies - Running Python Tests from .NET Web API

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Introduction


Modern applications often consist of multiple components written in different technologies. Companies using microservices, multi-layered systems, or external integrations face the challenge of testing business logic spread across various environments.

Standard approaches require either running unit tests separately for each technology or simulating application behavior by mocking its functionality. However, such methods do not always provide a complete picture of the system's actual operation.

With Javonet, it is possible to directly invoke classes from one technology within another and test them as an integral part of the system. This means that unit tests executed for the API can verify the actual behavior of individual components instead of relying on mocked responses.

This solution has many practical applications:

Enables full integration testing – instead of mocking external systems, they can be executed and their behavior can be verified.
Increases test coverage and facilitates diagnostics – by allowing real interactions between system components.
In this article, we will discuss how to set up unit tests in .NET Web API that execute Python classes using Javonet.

Activating Javonet


If you haven't installed Javonet yet, here are the exact instructions for

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.

Sample Python code


In the first step, let's create and save a very simple Python class:


class Calculator:
__type__ = "Calculator"

def add(self, a: int, b: int):
return a + b
.NET Web API

Due to some technical limitations of Javonet we have to use classic Main() structure of Program.cs

Next, we need to create a .NET Web API, install the Javonet.Netcore.Sdk NuGet package, and pass your Javonet API key. Our Program.cs file should look like this:


namespace WebAppPyTests
{
using Javonet.Netcore.Sdk;

internal class Program
{
private static void Main(string[] args)
{
var builder = WebApplication.CreateBuilder(args);

builder.Services.AddControllers();
builder.Services.AddOpenApi();

Javonet.Activate("your-API-key"); // <= pass your API key

var app = builder.Build();

if (app.Environment.IsDevelopment())
{
app.MapOpenApi();
}

app.UseHttpsRedirection();
app.UseAuthorization();
app.MapControllers();

app.Run();
}
}
}
API Code


Now, we have to add some controller:


namespace WebAppPyTests.Controllers
{
using Microsoft.AspNetCore.Mvc;
using Javonet.Netcore.Sdk;

[ApiController]
[Route("[controller]")]
public class CalculatorController : ControllerBase
{
[HttpGet("adding")]
public async Task<ActionResult<int>> GetResult([FromQuery] int a, [FromQuery] int b)
{
var pythonRuntime = Javonet.InMemory().Python();

pythonRuntime.LoadLibrary(@"C:\coding\python\Calculator");
var calc = pythonRuntime.GetType("calculator.Calculator").Execute();
var result = calc.InvokeInstanceMethod("add", calc, a, b).Execute();
var value = (int)result.GetValue();

return Ok(value);
}
}
}

At this stage, we can test our endpoint by calling /calculator/adding?a=5&b=7. We should get 12 as a result.

Unit tests


Now, we can create another project in our solution – an xUnit Test Project – and add our API project as a reference. Our test class can perform Unit Tests on the Python code that we've created before (remember to use your Javonet API key in the constructor):


namespace WebAppPyTests.Tests
{
using WebAppPyTests.Controllers;
using Microsoft.AspNetCore.Mvc;
using Javonet.Netcore.Sdk;
using System.Threading.Tasks;

public class JavonetTests
{
private readonly CalculatorController _sut;

public JavonetTests()
{
Javonet.Activate("your-API-key");

_sut = new CalculatorController();
}

[Fact]
public async Task GetResult_ReturnsOkResult()
{
// Act
var result = await _sut.GetResult(2, 4);

// Assert
Assert.IsAssignableFrom<ActionResult<int>>(result);
Assert.NotNull(result);
Assert.NotNull(result?.Value);
}

[Fact]
public async Task GetResult_ReturnsCorrectResult()
{
// Act
var result = await _sut.GetResult(2, 4);

var okResult = Assert.IsType<OkObjectResult>(result.Result);
var actualValue = Assert.IsType<int>(okResult.Value);

// Assert
Assert.Equal(6, actualValue);
}
}
}
Conclusion


In this article, we explored how to integrate and test Python classes directly from a .NET Web API using Javonet. By leveraging this approach, developers can execute Python logic as a native part of their .NET system, eliminating the need for external service calls or extensive mocking.
This solution enhances test coverage, enables full integration testing, and simplifies debugging in multi-language environments. By incorporating Javonet, developers can ensure smoother interoperability between .NET and Python while maintaining high testing standards.

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