import csv
import os
import math
import time


def save_login_action(uuid, data, csv_path):
    create_login_csv(csv_path)

    gap = data['gapList']
    offset = data['offsetList']

    hold_time, inter_time = get_hold_inter(gap)
    distance = get_distance(offset)
    pressures = get_pressures(data['pressures'])
    touch_size = get_touch_size(data['touch_size'])
    distanceMove = get_distanceMove(data['distanceMoveList'])
    create_data = time.strftime("%Y-%m-%d-%H:%M:%S", time.localtime(int(time.time())))

    try:
        csv_file = open(csv_path, 'a', newline='', encoding='utf-8')
        writer = csv.writer(csv_file)
        row = [create_data, uuid, data['data_stamp'], data['uuid'], data['gesture'], data['gesture_phone'],
               data['input_duration'], data['username_len'],
               data['pswd_len'], \
               hold_time, inter_time, distance, distanceMove, pressures, touch_size]  # data['is_ios']]
        writer.writerow(row)
        csv_file.close()
        return True
    except BaseException:
        return False


def create_login_csv(base_path):
    if not os.path.exists(base_path):
        print(f'{base_path} 不存在，创建该文件。')
        csv_file = open(base_path, 'w', newline='', encoding='utf-8')
        writer = csv.writer(csv_file)
        titles = ['create_date', 'uuid', 'data_stamp', 'label', 'gesture', 'gesture_phone', 'input_duration',
                  'usrn_len', 'pswd_len', \
                  'hold-time', 'inter-time', 'distance', 'distanceMove', 'pressures', 'touch_size']  # 'total_time'
        writer.writerow(titles)
        csv_file.close()


def get_pressures(pressures):
    pressures = [p for p in pressures if p is not None]
    return str(pressures)


def get_touch_size(touch_size):
    touch_size = [t for t in touch_size if t is not None]
    return str(touch_size)


def get_distanceMove(distanceMoveList):
    distanceMove = [d for d in distanceMoveList if d is not None]
    return str(distanceMove)


def get_hold_inter(gap):
    hold_time = []
    inter_time = [0]
    for i, item in zip(range(len(gap)), gap):
        if i % 2 == 0:
            hold_time.append(item)
        else:
            inter_time.append(item)

    hold_time = str(hold_time)
    inter_time = str(inter_time)

    return hold_time, inter_time


def get_distance(offset):
    distance = [0]
    x1, y1 = offset[0], offset[1]
    x2, y2 = 0, 0
    for i, item in zip(range(len(offset) - 2), offset[2:]):
        if i % 2 == 0:
            x2 = item
        else:
            y2 = item

            D = math.pow(math.pow(x2 - x1, 2) + math.pow(y2 - y1, 2), 0.5)
            distance.append(D)

            x1 = x2
            y1 = y2

    return str(distance)


def save_sensor(base_path, login_action_uuid, data):
    # try:
    is_ios = data['is_ios']
    file_path = os.path.join(base_path, login_action_uuid)
    csv_path = f'{file_path}.csv'
    csv_file = open(csv_path, 'w', newline='', encoding='utf-8')
    writer = csv.writer(csv_file)
    writer.writerow(['accX', 'accY', 'accZ', 'gyroX', 'gyroY', 'gyroZ', 'magX', 'magY', 'magZ'])

    accelerometer, gyroscope = data['accelerometer_data'], data['gyroscope_data']
    length = min(len(accelerometer), len(gyroscope))

    print(f'is_ios:{is_ios}')
    if is_ios:
        row = [0, 1, 2, 3, 4, 5]
        for i, acc, gyro in zip(range(1, length + 1), accelerometer, gyroscope):
            if i % 3 == 1:
                row[0] = acc
                row[3] = gyro
            if i % 3 == 2:
                row[1] = acc
                row[4] = gyro
            if i % 3 == 0:
                row[2] = acc
                row[5] = gyro

            if i % 3 == 0:
                writer.writerow(row)
    else:
        ac, gy, mag = getSimultaneousData(data['accelerometer_data'], data['accelerometer_time'],
                                          data['gyroscope_data'],
                                          data['gyroscope_time'], data['magnetometer_data'], data['magnetometer_time'])
        # print("--------------------------------")
        # print(mag)
        row = [0, 1, 2, 3, 4, 5, 6, 7, 8]
        for a, g, m in zip(ac, gy, mag):
            row[0] = a[0]
            row[1] = a[1]
            row[2] = a[2]
            row[3] = g[0]
            row[4] = g[1]
            row[5] = g[2]
            row[6] = m[0]
            row[7] = m[1]
            row[8] = m[2]
            writer.writerow(row)

    csv_file.close()

    return True


def save_random_action(uuid, data, csv_path):
    create_random_csv(csv_path)

    gap = data['gapList']
    offset = data['offsetList']

    hold_time, inter_time = get_hold_inter(gap)
    distance = get_distance(offset)
    pressures = get_pressures(data['pressures'])
    touch_size = get_touch_size(data['touch_size'])
    distanceMove = get_distanceMove(data['distanceMoveList'])
    create_data = time.strftime("%Y-%m-%d-%H:%M:%S", time.localtime(int(time.time())))

    try:
        csv_file = open(csv_path, 'a', newline='', encoding='utf-8')
        writer = csv.writer(csv_file)
        row = [create_data, uuid, data['data_stamp'], data['uuid'], data['gesture'], data['gesture_phone'],
               data['input_duration'],
               data['str_len'], hold_time, inter_time, distance, distanceMove, pressures, touch_size]
        writer.writerow(row)
        csv_file.close()
        return True
    except BaseException:
        return False


def create_random_csv(base_path):
    if not os.path.exists(base_path):
        print(f'{base_path} 不存在，创建该文件。')
        csv_file = open(base_path, 'w', newline='', encoding='utf-8')
        writer = csv.writer(csv_file)
        titles = ['create_date', 'uuid', 'data_stamp', 'label', 'gesture', 'gesture_phone', 'input_duration', 'str_len',
                  'hold-time', 'inter-time', 'distance', 'distanceMove', 'pressures', 'touch_size']
        writer.writerow(titles)
        csv_file.close()


def getSimultaneousData(accel, accelTime, gyro, gyroTime, magnet, magnetTime):
    ac, gy, mag = [], [], []
    map_ac, map_gy, map_mag = getMapXX(accel, accelTime), getMapXX(gyro, gyroTime), getMapXX(magnet, magnetTime)

    ac_keys = list(map_ac.keys())
    gy_keys = list(map_gy.keys())
    mag_keys = list(map_mag.keys())

    error = 5
    ac_i, gy_i = 0, 0
    while ac_i < len(ac_keys) and gy_i < len(gy_keys):
        margin_left = ac_keys[ac_i] - error
        margin_right = ac_keys[ac_i] + error

        if gy_keys[gy_i] < margin_left:
            gy_i += 1
        elif margin_left <= gy_keys[gy_i] and gy_keys[gy_i] <= margin_right:
            ac.append(map_ac[ac_keys[ac_i]])
            gy.append(map_gy[gy_keys[gy_i]])
            # print(ac_keys[ac_i], gy_keys[gy_i])
            ac_i += 1
            gy_i += 1
        elif gy_keys[gy_i] > margin_right:
            ac_i += 1

    ac_i, mag_i = 0, 0
    while ac_i < len(ac_keys) and mag_i < len(mag_keys):
        margin_left = ac_keys[ac_i] - error
        margin_right = ac_keys[ac_i] + error

        if mag_keys[mag_i] < margin_left:
            mag_i += 1
        elif margin_left <= mag_keys[mag_i] and mag_keys[mag_i] <= margin_right:
            mag.append(map_mag[mag_keys[mag_i]])
            # print(ac_keys[ac_i], gy_keys[gy_i])
            ac_i += 1
            mag_i += 1
        elif mag_keys[mag_i] > margin_right:
            ac_i += 1

    return ac, gy, mag


def getMapXX(xx, xxTime):
    map_xx = {}
    j = 0
    row = [0, 1, 2]
    for i, x in zip(range(len(xx)), xx):
        if i % 3 == 0:
            row[0] = x
        if i % 3 == 1:
            row[1] = x
        if i % 3 == 2:
            row[2] = x

        if i % 3 == 2:
            map_xx[xxTime[j]] = row.copy()
            j += 1

    return map_xx


def getError(l, n, a):
    gap_sum = 0
    bef = l[0]
    for g in l[1:n]:
        gap_sum += (g - bef)
        bef = g
    error = gap_sum / (n - 1) * a
    return error