from PIL import Image
from PIL import ImageFilter
import urllib
import urllib.request
import requests
import re
import json
import time
import os,sys
import shutil
import cv2
import numpy as np
import uuid
import matplotlib.pyplot as plt
import pickle

# hack CERTIFICATE_VERIFY_FAILED
# https://github.com/mtschirs/quizduellapi/issues/2
import ssl


UA = "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_2) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/41.0.2272.89 Safari/537.36"

pic_url = "https://kyfw.12306.cn/otn/passcodeNew/getPassCodeNew?module=login&rand=sjrand&0.21191171556711197"

ssl._create_default_https_context = ssl._create_unverified_context

data_dir = "E:\\data\\验证码\\12306验证码\\"
img_dir = data_dir + "\\imgs\\"
subimg_dir=data_dir+"\\subimgs\\"
textimg_dir=data_dir+"\\textimgs\\"

def get_img():
    resp = urllib.request.urlopen(pic_url)
    raw = resp.read()
    with open("./tmp.jpg", 'wb') as fp:
        fp.write(raw)

    return Image.open("./tmp.jpg")


def get_sub_img(im, x, y):
    assert 0 <= x <= 3
    assert 0 <= y <= 2
    WITH = HEIGHT = 68
    left = 5 + (67 + 5) * x
    top = 41 + (67 + 5) * y
    right = left + 67
    bottom = top + 67

    return im.crop((left, top, right, bottom))


def ocr_question_extract(im):
    # git@github.com:madmaze/pytesseract.git
    global pytesseract
    try:
        import pytesseract
    except:
        print("[ERROR] pytesseract not installed")
        return
    im = im.crop((127, 3, 260, 22))
    im = pre_ocr_processing(im)
    # im.show()
    return pytesseract.image_to_string(im, lang='chi_sim').strip()


def pre_ocr_processing(im):
    im = im.convert("RGB")
    width, height = im.size

    white = im.filter(ImageFilter.BLUR).filter(ImageFilter.MaxFilter(23))
    grey = im.convert('L')
    impix = im.load()
    whitepix = white.load()
    greypix = grey.load()

    for y in range(height):
        for x in range(width):
            greypix[x,y] = min(255, max(255 + impix[x,y][0] - whitepix[x,y][0],
                                        255 + impix[x,y][1] - whitepix[x,y][1],
                                        255 + impix[x,y][2] - whitepix[x,y][2]))

    new_im = grey.copy()
    binarize(new_im, 150)
    return new_im


def binarize(im, thresh=120):
    assert 0 < thresh < 255
    assert im.mode == 'L'
    w, h = im.size
    for y in range(0, h):
        for x in range(0, w):
            if im.getpixel((x,y)) < thresh:
                im.putpixel((x,y), 0)
            else:
                im.putpixel((x,y), 255)

def save():
    for i in range(10000):
        resp = urllib.request.urlopen(pic_url)
        raw = resp.read()
        with open("d:\\tmp\\" + str(i) + ".jpg", 'wb') as fp:
            fp.write(raw)

def Re():
    i = 0;
    path = "d:\\tmp\\"
    for strfile in os.listdir(path):
        a = os.path.getsize(path + strfile) / 1024
        if a < 10:
            os.remove(path + strfile)
            continue;
        os.rename(path + strfile, path + str(i) + ".jpg")
        i = i + 1

def move():
    i = 0;
    path = "d:\\imgs\\"
    for strfile in os.listdir("d:\\imgs"):
        name = str(i) + "_0.jpg";
        os.rename(path + strfile, path + name)
        shutil.copyfile(path + name, "d:\\tmp\\" + name)
        i = i+1
    path = "d:\\imgs1\\"
    for strfile in os.listdir("d:\\imgs1"):
        name = str(i) + "_1.jpg";
        os.rename(path + strfile, path + name)
        shutil.copyfile(path + name, "d:\\tmp\\" + name)
        i = i+1
    path = "d:\\imgs2\\"
    for strfile in os.listdir("d:\\imgs2"):
        name = str(i) + "_2.jpg";
        os.rename(path + strfile, path + name)
        shutil.copyfile(path + name, "d:\\tmp\\"+ name)
        i = i+1
def get_text_image(img):
    return img.crop((120, 0, 180, 29))

def getmodify():
    for file in os.listdir("./img"):
        img = cv2.imread("./img/" + file)
        cv2.imwrite("./img/" + file,img)

def getalltextimage(srcdir,disdir):
    for file in os.listdir(srcdir):
        st = srcdir + file
        try:  
            img = Image.open(st)
            img=img.crop((120, 0, 180, 29))
            img.save(disdir + file)
        except Exception as e:  
            print("Exception:",e)
            continue
def getallsubimage(srcdir,disdir):
    for file in os.listdir(srcdir):
        st = srcdir + file
        try:
            img = Image.open(st)
            for x in range(0,2):
                for y in range(0,4):
                    sub = get_sub_img(img,y,x)
                    sub.save(disdir + str(uuid.uuid1()) + ".jpg")
        except Exception as e:
            print("Exception:",e)
            continue

def gettypecount():
    files = os.listdir("./tags")
    a = [x.split("_")[0] for x in files]
    return len(list(set(a)))


# 给文件添加类型标号
def tags():
    output = open("type.pk","rb")
    d = pickle.load(output)
    output.close()
    files = os.listdir("./tags")
    for file in files:
        s = file.split("_")
        s = s[0] + "_" + str(d[s[0]]) + "_" + s[1]
        os.rename("./tags/" + file, "./tags/" + s)