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train_clients.go
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/
train_clients.go
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package main
import (
"encoding/json"
"github.com/Godwinh19/federated-learning/client"
"github.com/Godwinh19/federated-learning/model"
"github.com/Godwinh19/federated-learning/server"
"log"
"net/http"
)
func handleTrain(w http.ResponseWriter, r *http.Request) {
// Parse request body to get the client's data
var data []float64
err := json.NewDecoder(r.Body).Decode(&data)
if err != nil {
http.Error(w, err.Error(), http.StatusBadRequest)
return
}
// Train the model with the client's data
clients := []client.Client{
{ID: "c1", Model: &model.Model{Id: "cm1"}},
}
server.TrainClients(clients)
// Send a response back to the client
w.WriteHeader(http.StatusOK)
w.Write([]byte("Model trained successfully"))
}
func serve() {
// Create a new HTTP server
server := http.NewServeMux()
// Register the `handleTrain` function as an endpoint
server.HandleFunc("/train", handleTrain)
// Start the server
log.Fatal(http.ListenAndServe(":8080", server))
}