import requests
import json
import os
from pprint import pprint

HF_TOKEN = os.getenv("HF_TOKEN")

API_URL = "https://api-inference.huggingface.co/models/rizvandwiki/gender-classification-2"
headers = {"Authorization": "Bearer "+HF_TOKEN}

def get_gender(filename):
    with open(filename, "rb") as f:
        data = f.read()
        response = requests.post(API_URL, headers=headers, data=data)

        gender_prediction = response.json()

        return gender_prediction[0]['label']