initial dumb api working

example/main.go

@@ -1,72 +0,0 @@
-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"`
-	Epochs         int      `json:"epochs"`
-	LearningRate   float64  `json:"learning_rate"`
-	HiddenSize     int      `json:"hidden_size"`
-	ActivationFunc string   `json:"activation"`
-	TestSize       float64  `json:"test_size"`
-}
-
-func main() {
-	csvBytes, err := ioutil.ReadFile("iris.csv")
-	if err != nil {
-		fmt.Println("Error reading CSV file: ", err)
-		return
-	}
-
-	csvString := string(csvBytes)
-	target := "species"
-	features := []string{
-		"petal length",
-		"sepal length",
-		"sepal width",
-		"petal width",
-	}
-
-	payload := RequestPayload{
-		CSVData:        csvString,
-		Features:       features,
-		Target:         target,
-		Epochs:         100,
-		LearningRate:   0.01,
-		HiddenSize:     12,
-		ActivationFunc: "tanh",
-		TestSize:       0.3,
-	}
-
-	jsonPayload, err := json.Marshal(payload)
-	if err != nil {
-		panic(err)
-	}
-
-	r, err := http.Post(
-		"http://127.0.0.1:3000/neural-network",
-		"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))
-
-}

example/main.py

@@ -0,0 +1,22 @@
+import requests
+
+with open("iris.csv", "rb") as csv:
+    iris_data = csv.read()
+
+ARGS = {
+    "epochs": 100,
+    "hidden_size": 12,
+    "learning_rate": 0.01,
+    "activation": "tanh",
+    "features": ["sepal width", "sepal length", "petal width", "petal length"],
+    "target": "species",
+    "data": iris_data.decode('utf-8'),
+}
+
+r = requests.post(
+    "http://127.0.0.1:5000/neural-network",
+    json=ARGS,
+)
+
+if __name__ == "__main__":
+    print(r.json())