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package main
import (
"bytes"
"encoding/json"
"fmt"
"io/ioutil"
"net/http"
)
type RequestPayload struct {
CSVData string `json:"csv_data"`
Features []string `json:"features"`
Target string `json:"target"`
Algorithm string `json:"algorithm"`
Args map[string]interface{}
}
func main() {
filePath := "iris.csv"
csvBytes, err := ioutil.ReadFile(filePath)
if err != nil {
fmt.Println("Error reading CSV file: ", err)
return
}
csvString := string(csvBytes)
features := []string{"petal length", "sepal length", "sepal width", "petal width"}
target := "species"
args := map[string]interface{}{
"epochs": 100,
"hidden_size": 8,
"learning_rate": 0.1,
"activation": "tanh",
}
payload := RequestPayload{
CSVData: csvString,
Features: features,
Target: target,
Args: args,
}
jsonPayload, err := json.Marshal(payload)
if err != nil {
panic(err)
}
r, err := http.Post(
"http://127.0.0.1:3000/",
"application/json",
bytes.NewBuffer(jsonPayload),
)
if err != nil {
panic(err)
}
defer r.Body.Close()
body, err := ioutil.ReadAll(r.Body)
if err != nil {
panic(err)
}
fmt.Println(string(body))
}
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