Spring + Prometheus + Grafana: Err reading Prometheus: Post "http://localhost:9090/api/v1/query": dial tcp 127.0.0.1:9090: connect: connection refused

Hello I have an app in Spring Boot and I am exposing some metrics on Prometheus. My next goal is to provide these metrics on Grafana in order to obtain some beautiful dashboards. I am using docker on WSL Ubuntu and typed the next commands for Prometheus and Grafana:

docker run -d --name=prometheus -p 9090:9090 -v /mnt/d/Projects/Msc-Thesis-Project/prometheus.yml:/etc/prometheus/prometheus.yml prom/prometheus --config.file=/etc/prometheus/prometheus.yml

docker run -d --name=grafana -p 3000:3000 grafana/grafana

Below I am giving you the Prometheus dashboard in my browser and as you can see, everything is up and running. My problem is in Grafana configuration where I have to configure Prometheus as Data Source.

In the field URL I am providing the http://localhost:9090 but I am getting the following error:

Error reading Prometheus: Post "http://localhost:9090/api/v1/query": dial tcp 127.0.0.1:9090: connect: connection refused

I've searched everywhere and saw some workarounds that don't apply to me. To be specific I used the following: http://host.docker.internal:9090, http://server-ip:9090 and of course my system's IP address via the ipconfig command http://<ip_address>:9090. Nothing works!!!

I am not using docker-compose but just a prometheus.yml file which is as follows.

global:
  scrape_interval:     15s
  evaluation_interval: 15s

scrape_configs:

  - job_name: 'prometheus'
    scrape_interval: 5s
    static_configs:
      - targets: ['localhost:9090']

  - job_name: 'Spring Boot Application input'
    metrics_path: '/actuator/prometheus'
    scrape_interval: 2s
    scheme: http
    static_configs:
      - targets: ['192.168.1.233:8080']
        labels:
          application: "MSc Project Thesis"

Can you advise me something?

You can use the docker inspect command to find the IP address of the Prometheus container and then replace the localhost word with it.