from common.runtime import load_root_env, validate_env, as_float, as_int, as_str
import numpy as np
import requests
import os
import sys
import json
import time


load_root_env(__file__)
validate_env("orange_scripts/compose_send_data_1200.py", {
    "POROG_1200": as_float,
    "SERVER_IP_2": as_str,
    "SERVER_PORT_2": as_int,
})
porog = float(os.getenv('POROG_1200'))
server_ip_1 = os.getenv('SERVER_IP_1')
server_port_1 = os.getenv('SERVER_PORT_1')
server_ip_2 = os.getenv('SERVER_IP_2')
server_port_2 = os.getenv('SERVER_PORT_2')
PARAMS = {'split_size': 400_000, 'point_amount': 100_000}
PARAMS['show_amount'] = 0.8 * PARAMS['point_amount']
token = 0
channel = 1
flag = 0

##############################
# HYPERPARAMETERS
##############################
f_base = 1.1e9
f_step = 20e6
f_roof = 1.3e9
##############################
# Variables
##############################
f = f_base
EOCF = 0
signal_arr = []


class NumpyArrayEncoder(json.JSONEncoder):
    def default(self, obj):
        if isinstance(obj, np.integer):
            return int(obj)
        elif isinstance(obj, np.ndarray):
            return obj.tolist()
        else:
            return super(NumpyArrayEncoder, self).default(obj)


def send_data(sig):
    try:
        global token
        print('#' * 10)
        print('\nОтправка пакета ' + str(token+1))
        data_to_send = {
            "freq": 1200,
            "channel": int(channel),
            "token": int(token+1),
            "data_real": np.asarray(np.array(sig, dtype=np.complex64).real, dtype=np.float32),
            "data_imag": np.asarray(np.array(sig, dtype=np.complex64).imag, dtype=np.float32)
        }
        mod_data_to_send = json.dumps(data_to_send, cls=NumpyArrayEncoder)
        response = requests.post("http://{0}:{1}/receive_data".format(server_ip_2, server_port_2), json=mod_data_to_send)
        if response.status_code == 200:
            token += 1
            print(response.text)
            print('#' * 10)       
        else:
            print("Ошибка при отправке данных: ", response.status_code)
            print('#' * 10)
    except Exception as exc:
        print(str(exc))


def median(sig):
    global flag
    median = abs(float(np.median(sorted(np.asarray(np.abs(np.array(sig, dtype=np.complex64)), dtype=np.float32))[int(PARAMS['show_amount']):])))
    flag = 0 if porog > median else 1
    print(channel, median, flag)


def work(lvl):
    global flag
    global channel
    global f_base
    global f_step
    global f_roof
    global f
    global EOCF
    global signal_arr

    y = np.array(lvl).ravel()
    signal_arr = np.concatenate((signal_arr, y), axis=None)

    if f >= f_roof:
        f = f_base
        signal_arr = []
        channel = 1
        return f, EOCF
    else:
        if flag == 0 and len(signal_arr) >= PARAMS['point_amount']:
            median(signal_arr[:PARAMS['point_amount']])
            signal_arr = []
            if flag == 0:
                f += f_step
                channel += 1
        if len(signal_arr) >= PARAMS['split_size']:
            send_data(signal_arr[:PARAMS['split_size']])
            flag = 0
            signal_arr = []
            channel += 1
            f += f_step
        return f, EOCF