from numpy import load
import matplotlib.pyplot as plt
import cv2
import numpy as np
import copy

import requests

URL = 'https://api.arstand-lab.ru'

token  = 'Token 581314b5dc6db4dd928dc249bf390affbec4df75'
HEADERS = {'Authorization': token}

def get_markers():
    res = requests.get(f'{URL}/api/0/marker/get_markers/stand', headers=HEADERS)
    if res.ok:
        with open('file.npz', 'wb') as f:
            f.write(res.content)
        return True
    else:
        return False

def post_marker_pool():
    pool_file = {'marker_pool': open('file.npz', 'rb')}
    res = requests.post(f'{URL}/api/0/marker/send_pool_markers/',
                                        headers=HEADERS,
                                        files=pool_file)
    if res.ok:
        return True
    else:
        return False

if __name__ == '__main__':
    print('GET successful: ', get_markers())
    data = load('file.npz')
    lst = data.files
    print(lst)
    for i in range(len(data['markers'])):
        print(data['markers'][3][1][0])
        data['markers'][i] = cv2.medianBlur(data['markers'][i],3 )
        data['markers'][i]
        print(data['markers'][3][1][0])
    np.savez(r'C:\DATA_SCIENTIST\ONTI\file.npz', markers_custom=data['markers'])
    # print('POST post custom markers successful: ', post_marker_pool())