ASP.NET Core 3.0 Weather Application - The gRPC Server


As mentioned in the last post, the next couple of posts will be a series that describes how to build a kind of a microservice application that reads weather data in, stores them and provides statistical information about that weather.

I'm going to use gRPC, Worker Services, SignalR, Blazor and maybe the Identity Server to secure all the services. If some time is left, I'll put all the stuff into docker containers.

I will write a small gRPC services which will be our weather station in Kent. I'm also goin to write a worker service that hosts a gRPC Client to connect to the weather station to fetch the data every day. This worker service also stores the date into a database. The third application is a Blazor app that fetches the data from the database and displays the data in a chart and in a table.

In this case I use downloaded weather data of Washington state and I'm going to simulate a day in two seconds.

In this post I will start with the weather station.

Setup the app

In my local git project dump folder I create a new folder called WeatherStats, which will be my project solution folder:

mkdir weatherstats
cd weatherstats
dotnet new sln -n WeatherStats
dotner new grpc -n WeatherStats.Kent -o WeatherStats.Kent
dotnet sln add WeatherStats.Kent

This line create the folder, creates a new solution file (sln) with the name WeatherStats. The fourth line creates the gRPC project and the last line adds the project to the solution file.

The solution file helps MSBuild to build all the projects, to see the dependencies and so on. And it helps user who like to use Visual Studio.

If this is done I open VSCode using the code command in the console:

code .

The database is the SQLite database that I created for my talk about the ASP.NET Core Health Checks. Just copy this database to your own repository into the folder of the weather station WeatherStats.Kent.

In the Startup.cs we only have the services for gRPC registered:


But we also need to add a DbContext:

services.AddDbContext<ApplicationDbContext>(options =>

The configuration points to a SQLite database in the current project:

  "ConnectionStrings": {
    "DefaultConnection": "Data Source=wa-weather.db"

In the Configure method the gRPC middleware is mapped to the WeatherService:

public void Configure(IApplicationBuilder app, IWebHostEnvironment env)
    if (env.IsDevelopment())


    app.UseEndpoints(endpoints =>

        endpoints.MapGet("/", async context =>
            await context.Response.WriteAsync("Communication with gRPC endpoints must be made through a gRPC client. To learn how to create a client, visit:");

A special in this project type is the proto folder with the greet.proto in it. This is a text file that describes the gRPC endpoint. We are going to rename it to weather.proto later on and to change it a little bit. If you change the name outside of Visual Studio 2019, you also need to change it in the project file. I never tried it, but the Visual Studio 2019 tooling should also rename the references.

You will also find a GreeterService in the Services folder. This file is the implementation of the service that is defined in the greeter.proto.

And last but not least we have the DbContext to create, which isn't really complex in out case:

public class ApplicationDbContext : DbContext
    public ApplicationDbContext(DbContextOptions<ApplicationDbContext> options)
        : base(options)

    protected override void OnModelCreating(ModelBuilder modelBuilder)
            .HasKey(x => x.Id );
            .HasOne(p => p.WeatherStation)
                .WithMany(b => b.WeatherData);
            .HasKey(x => x.Id);

    public DbSet<WeatherData> WeatherData { get; set; }
    public DbSet<WeatherStation> WeatherStation { get; set; }

The gRPC endpoint

Let's start changing the gRPC endpoint. Personally I really love starting to code from the UI perspective, this forces me to not do more than the UI really needs. In our case the gRPC endpoint is the UI. So I use the weather.proto file to design the API:

syntax = "proto3";
import "google/protobuf/timestamp.proto";

option csharp_namespace = "WeatherStats.Kent";

package Weather;

// The weather service definition.
service Weather {
  // Sends a greeting
  rpc GetWeather (WeatherRequest) returns (WeatherReply);

// The request message containing the date.
message WeatherRequest {
  google.protobuf.Timestamp date = 1;

// The response message containing the weather.
message WeatherReply {
  google.protobuf.Timestamp date = 1;
  float avgTemperature = 2;
  float minTemperature = 3;
  float maxTemperature = 4;
  float avgWindSpeed = 5;
  float precipitaion = 6;

I need to import the support for timestamp to work with dates. The namespace was predefined by the tooling. I changed the package name and the service name to Weather. The rpc method now is called GetWeather and takes an WeatherRequest as an argument and returns a ReatherReply.

After that the types (messages) are defined. The WeatherRequest only has the date in it, which is the requested date. The WeatherReply also contains the date as well as the actual weather data of that specific day.

That's it. When I now build the application, the gRPC tooling builds a lot of C# code in the background for us. This code will be used in the WeatherService, that fetches the date from the database:

public class WeatherService : Weather.WeatherBase
    private readonly ILogger<WeatherService> _logger;
    private readonly ApplicationDbContext _dbContext;

    public WeatherService(
        ILogger<WeatherService> logger,
        ApplicationDbContext dbContext)
        _logger = logger;
        _dbContext = dbContext;

    public override Task<WeatherReply> GetWeather(
        WeatherRequest request, 
        ServerCallContext context)
        var weatherData = _dbContext.WeatherData
            .SingleOrDefault(x => x.WeatherStationId == WeatherStations.Kent
                && x.Date == request.Date.ToDateTime());

        return Task.FromResult(new WeatherReply
            Date = Timestamp.FromDateTime(weatherData.Date),
            AvgTemperature = weatherData?.AvgTemperature ?? float.MinValue,
            MinTemperature = weatherData?.MinTemperature ?? float.MinValue,
            MaxTemperature = weatherData?.MaxTemperature ?? float.MinValue,
            AvgWindSpeed = weatherData?.AvgWindSpeed ?? float.MinValue,
            Precipitaion = weatherData?.Precipitaion ?? float.MinValue

This service will fetches a specific WeatherData item from the database using a Entity Framework Core DbContext that we created previously. gRPC has another date and time implementation. This needs to add the Google.Protobuf.WellKnownTypes package via NuGet. This package also provides functions to convert between this two date and time implementations.

The WeatherService derives from the WeatherBase class, which is auto generated from the weather.proto file. Also the types WeatherRequest and WeatherReply are auto generated as defined in the weather.proto. As you can see the WeatherBase is in the WeatherStats.Kent.Weather namespace, which is a combination of the csharp_namespace and the package name.

That's it. We are able to test the service after the client is done.


This is all the code for the weather station. Not really complex, but enough to demonstrate the gRPC server.

In the next part, I will show how to connect to the gRPC server using a gRPC client and how to store the weather data into a database. The client will run inside a worker service to fetch the date regularly, e. g. once a day.