hr-ocr-regbook/testing/clear_1_test.py

import unittest
import base64
from dataclasses import dataclass
from pathlib import Path
import cv2
import requests

url = 'http://192.168.199.249:5524'


def send_request(image_path, image_type, rotate=None):
    img = cv2.imread(str(image_path))
    img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
    if rotate is not None:
        img = cv2.rotate(img, rotate)
    _, im_arr = cv2.imencode('.jpg', img)
    img_str = base64.b64encode(im_arr).decode('utf-8')
    r = requests.post(url + '/ocr_system/regbook', json={"image": img_str, "image_type": image_type})
    print(r.json())
    return r.json()


@dataclass
class ResultItem:
    status: str
    orientation: int
    type: str
    address: str
    address_province: str
    address_city: str
    address_region: str
    address_detail: str
    name: str
    id: str
    gender: str
    birthplace: str
    birthplace_province: str
    birthplace_city: str
    birthplace_region: str
    native_place: str
    native_place_province: str
    native_place_city: str
    native_place_region: str
    blood_type: str
    religion: str


class TestRegBookOcr(unittest.TestCase):
    def _helper(self, image_path, item: ResultItem, rotate=None, image_type=1):
        root = Path(__file__).parent
        image_path = str(root / image_path)
        r = send_request(image_path, image_type, rotate)
        self.assertEqual(item, ResultItem(status=r['status'],
                                          orientation=r['result']['orientation'],
                                          type=r['result']['type']['text'],
                                          address=r['result']['address']['text'],
                                          address_province=r['result']['address_province']['text'],
                                          address_city=r['result']['address_city']['text'],
                                          address_region=r['result']['address_region']['text'],
                                          address_detail=r['result']['address_detail']['text'],
                                          name=r['result']['name']['text'],
                                          id=r['result']['id']['text'],
                                          gender=r['result']['gender']['text'],
                                          birthplace=r['result']['birthplace']['text'],
                                          birthplace_province=r['result']['birthplace_province']['text'],
                                          birthplace_city=r['result']['birthplace_city']['text'],
                                          birthplace_region=r['result']['birthplace_region']['text'],
                                          native_place=r['result']['native_place']['text'],
                                          native_place_province=r['result']['native_place_province']['text'],
                                          native_place_city=r['result']['native_place_city']['text'],
                                          native_place_region=r['result']['native_place_region']['text'],
                                          blood_type=r['result']['blood_type']['text'],
                                          religion=r['result']['religion']['text']))

    def case_10_0(self, orientation=0):
        dict_orientation = {0: None, 1: 0, 2: 1, 3: 2}
        image_path = '../images/clean/1/10_img.jpg'
        json_input = {'status': '000', 'orientation': orientation, 'type': '家庭户',
                      'address': '宁夏回族自治区银川市灵武市宁东镇磁矿家属区1502', 'address_province': '宁夏回族自治区', 'address_city': '银川市',
                      'address_region': '灵武市', 'address_detail': '宁东镇磁矿家属区1502', 'name': '', 'id': '', 'gender': '',
                      'birthplace': '', 'birthplace_province': '', 'birthplace_city': '', 'birthplace_region': '',
                      'native_place': '', 'native_place_province': '', 'native_place_city': '',
                      'native_place_region': '', 'blood_type': '', 'religion': ''}
        self._helper(image_path, ResultItem(**json_input), dict_orientation[orientation])

    def test_case_10_0(self):
        self.case_10_0(0)

    def test_case_10_1(self):
        self.case_10_0(1)

    def test_case_10_2(self):
        self.case_10_0(2)

    def test_case_10_3(self):
        self.case_10_0(3)

    def case_09_0(self, orientation=0):
        dict_orientation = {0: None, 1: 0, 2: 1, 3: 2}
        image_path = '../images/clean/1/09_img.jpg'
        json_input = {'status': '000', 'orientation': orientation, 'type': '非农业家庭户口',
                      'address': '宁夏回族自治区吴忠市利通区东兴街花寺中心村05幢5041室23065号', 'address_province': '宁夏回族自治区',
                      'address_city': '吴忠市', 'address_region': '利通区', 'address_detail': '东兴街花寺中心村05幢5041室23065号',
                      'name': '', 'id': '', 'gender': '', 'birthplace': '', 'birthplace_province': '',
                      'birthplace_city': '', 'birthplace_region': '', 'native_place': '', 'native_place_province': '',
                      'native_place_city': '', 'native_place_region': '', 'blood_type': '', 'religion': ''}
        self._helper(image_path, ResultItem(**json_input), dict_orientation[orientation])

    def test_case_09_0(self):
        self.case_09_0(0)

    def test_case_09_1(self):
        self.case_09_0(1)

    def test_case_09_2(self):
        self.case_09_0(2)

    def test_case_09_3(self):
        self.case_09_0(3)

    def case_08_0(self, orientation=0):
        dict_orientation = {0: None, 1: 0, 2: 1, 3: 2}
        image_path = '../images/clean/1/08_img.jpg'
        json_input = {'status': '000', 'orientation': orientation, 'type': '乡村家庭户',
                      'address': '宁夏回族自治区吴忠市利通区金积镇黎花桥村708030', 'address_province': '宁夏回族自治区', 'address_city': '吴忠市',
                      'address_region': '利通区', 'address_detail': '金积镇黎花桥村708030', 'name': '', 'id': '', 'gender': '',
                      'birthplace': '', 'birthplace_province': '', 'birthplace_city': '', 'birthplace_region': '',
                      'native_place': '', 'native_place_province': '', 'native_place_city': '',
                      'native_place_region': '', 'blood_type': '', 'religion': ''}
        self._helper(image_path, ResultItem(**json_input), dict_orientation[orientation])

    def test_case_08_0(self):
        self.case_08_0(0)

    def test_case_08_1(self):
        self.case_08_0(1)

    def test_case_08_2(self):
        self.case_08_0(2)

    def test_case_08_3(self):
        self.case_08_0(3)

    def case_01_0(self, orientation=0):
        dict_orientation = {0: None, 1: 0, 2: 1, 3: 2}
        image_path = '../images/clean/1/01_img.jpg'
        json_input = {'status': '000', 'orientation': orientation, 'type': '城镇居民家庭户口', 'address': '浙江省宁波市慈溪市南华街366号',
                      'address_province': '浙江省', 'address_city': '宁波市', 'address_region': '慈溪市',
                      'address_detail': '南华街366号', 'name': '', 'id': '', 'gender': '', 'birthplace': '',
                      'birthplace_province': '', 'birthplace_city': '', 'birthplace_region': '', 'native_place': '',
                      'native_place_province': '', 'native_place_city': '', 'native_place_region': '', 'blood_type': '',
                      'religion': ''}
        self._helper(image_path, ResultItem(**json_input), dict_orientation[orientation])

    # pass
    def test_case_01_0(self):
        self.case_01_0(0)

    def test_case_01_1(self):
        self.case_01_0(1)

    def test_case_01_2(self):
        self.case_01_0(2)

    def test_case_01_3(self):
        self.case_01_0(3)

    def case_11_0(self, orientation=0):
        dict_orientation = {0: None, 1: 0, 2: 1, 3: 2}
        image_path = '../images/clean/1/11_img.jpg'
        json_input = {'status': '000', 'orientation': orientation, 'type': '乡村家庭户',
                      'address': '宁夏回族自治区吴忠市利通区金积镇丁家湾子村18040号', 'address_province': '宁夏回族自治区', 'address_city': '吴忠市',
                      'address_region': '利通区', 'address_detail': '金积镇丁家湾子村18040号', 'name': '', 'id': '', 'gender': '',
                      'birthplace': '', 'birthplace_province': '', 'birthplace_city': '', 'birthplace_region': '',
                      'native_place': '', 'native_place_province': '', 'native_place_city': '',
                      'native_place_region': '', 'blood_type': '', 'religion': ''}
        self._helper(image_path, ResultItem(**json_input), dict_orientation[orientation])

    def test_case_11_0(self):
        self.case_11_0(0)

    def test_case_11_1(self):
        self.case_11_0(1)

    def test_case_11_2(self):
        self.case_11_0(2)

    def test_case_11_3(self):
        self.case_11_0(3)

    def case_13_0(self, orientation=0):
        dict_orientation = {0: None, 1: 0, 2: 1, 3: 2}
        image_path = '../images/clean/1/13_img.jpg'
        json_input = {'status': '000', 'orientation': orientation, 'type': '农业家庭户口', 'address': '广东省梅州市兴宁市水口镇茂兴村社角36号',
                      'address_province': '广东省', 'address_city': '梅州市', 'address_region': '兴宁市',
                      'address_detail': '水口镇茂兴村社角36号', 'name': '', 'id': '', 'gender': '', 'birthplace': '',
                      'birthplace_province': '', 'birthplace_city': '', 'birthplace_region': '', 'native_place': '',
                      'native_place_province': '', 'native_place_city': '', 'native_place_region': '', 'blood_type': '',
                      'religion': ''}
        self._helper(image_path, ResultItem(**json_input), dict_orientation[orientation])

    def test_case_13_0(self):
        self.case_13_0(0)

    def test_case_13_1(self):
        self.case_13_0(1)

    def test_case_13_2(self):
        self.case_13_0(2)

    def test_case_13_3(self):
        self.case_13_0(3)

    def case_03_0(self, orientation=0):
        dict_orientation = {0: None, 1: 0, 2: 1, 3: 2}
        image_path = '../images/clean/1/03_img.jpg'
        json_input = {'status': '000', 'orientation': 0, 'type': '家庭户', 'address': '广西壮族自治区桂林市临桂县两江镇宝山村委下樟村83号',
                      'address_province': '广西壮族自治区', 'address_city': '桂林市', 'address_region': '临桂县',
                      'address_detail': '两江镇宝山村委下樟村83号', 'name': '', 'id': '', 'gender': '', 'birthplace': '',
                      'birthplace_province': '', 'birthplace_city': '', 'birthplace_region': '', 'native_place': '',
                      'native_place_province': '', 'native_place_city': '', 'native_place_region': '', 'blood_type': '',
                      'religion': ''}
        json_input['orientation'] = orientation
        self._helper(image_path, ResultItem(**json_input), dict_orientation[orientation])

    def test_case_03_0(self):
        self.case_03_0(0)

    def test_case_03_1(self):
        self.case_03_0(1)

    def test_case_03_2(self):
        self.case_03_0(2)

    def test_case_03_3(self):
        self.case_03_0(3)

    def case_02_0(self, orientation=0):
        dict_orientation = {0: None, 1: 0, 2: 1, 3: 2}
        image_path = '../images/clean/1/02_img.jpg'
        json_input = {'status': '000', 'orientation': 0, 'type': '非农业家庭户口', 'address': '皂市水泥厂22-039',
                      'address_province': '', 'address_city': '', 'address_region': '', 'address_detail': '',
                      'name': '', 'id': '', 'gender': '', 'birthplace': '', 'birthplace_province': '',
                      'birthplace_city': '', 'birthplace_region': '', 'native_place': '', 'native_place_province': '',
                      'native_place_city': '', 'native_place_region': '', 'blood_type': '', 'religion': ''}
        json_input['orientation'] = orientation
        self._helper(image_path, ResultItem(**json_input), dict_orientation[orientation])

    def test_case_02_0(self):
        self.case_02_0(0)

    def test_case_02_1(self):
        self.case_02_0(1)

    def test_case_02_2(self):
        self.case_02_0(2)

    def test_case_02_3(self):
        self.case_02_0(3)

    def case_12_0(self, orientation=0):
        dict_orientation = {0: None, 1: 0, 2: 1, 3: 2}
        image_path = '../images/clean/1/12_img.jpg'
        json_input = {'status': '000', 'orientation': 0, 'type': '乡村家庭户', 'address': '宁夏回族自治区吴忠市利通区郭家桥乡吴桥村四队88号',
                      'address_province': '宁夏回族自治区', 'address_city': '吴忠市', 'address_region': '利通区',
                      'address_detail': '郭家桥乡吴桥村四队88号', 'name': '', 'id': '', 'gender': '', 'birthplace': '',
                      'birthplace_province': '', 'birthplace_city': '', 'birthplace_region': '', 'native_place': '',
                      'native_place_province': '', 'native_place_city': '', 'native_place_region': '', 'blood_type': '',
                      'religion': ''}
        json_input['orientation'] = orientation
        self._helper(image_path, ResultItem(**json_input), dict_orientation[orientation])

    def test_case_12_0(self):
        self.case_12_0(0)

    def test_case_12_1(self):
        self.case_12_0(1)

    def test_case_12_2(self):
        self.case_12_0(2)

    def test_case_12_3(self):
        self.case_12_0(3)

    def case_07_0(self, orientation=0):
        dict_orientation = {0: None, 1: 0, 2: 1, 3: 2}
        image_path = '../images/clean/1/07_img.jpg'
        json_input = {'status': '000', 'orientation': 0, 'type': '家庭户', 'address': '甘肃省定西市临洮县康家集乡大头山村羊角湾社',
                      'address_province': '甘肃省', 'address_city': '定西市', 'address_region': '临洮县',
                      'address_detail': '康家集乡大头山村羊角湾社', 'name': '', 'id': '', 'gender': '', 'birthplace': '',
                      'birthplace_province': '', 'birthplace_city': '', 'birthplace_region': '', 'native_place': '',
                      'native_place_province': '', 'native_place_city': '', 'native_place_region': '', 'blood_type': '',
                      'religion': ''}
        json_input['orientation'] = orientation
        self._helper(image_path, ResultItem(**json_input), dict_orientation[orientation])

    def test_case_07_0(self):
        self.case_07_0(0)

    def test_case_07_1(self):
        self.case_07_0(1)

    def test_case_07_2(self):
        self.case_07_0(2)

    def test_case_07_3(self):
        self.case_07_0(3)

    def case_06_0(self, orientation=0):
        dict_orientation = {0: None, 1: 0, 2: 1, 3: 2}
        image_path = '../images/clean/1/06_img.jpg'
        json_input = {'status': '000', 'orientation': 0, 'type': '居民户口', 'address': '黑龙江省佳木斯市桦川县东河乡兴安村1组',
                      'address_province': '黑龙江省', 'address_city': '佳木斯市', 'address_region': '桦川县',
                      'address_detail': '东河乡兴安村1组', 'name': '', 'id': '', 'gender': '', 'birthplace': '',
                      'birthplace_province': '', 'birthplace_city': '', 'birthplace_region': '', 'native_place': '',
                      'native_place_province': '', 'native_place_city': '', 'native_place_region': '', 'blood_type': '',
                      'religion': ''}
        json_input['orientation'] = orientation
        self._helper(image_path, ResultItem(**json_input), dict_orientation[orientation])

    def test_case_06_0(self):
        self.case_06_0(0)

    def test_case_06_1(self):
        self.case_06_0(1)

    def test_case_06_2(self):
        self.case_06_0(2)

    def test_case_06_3(self):
        self.case_06_0(3)

    def case_04_0(self, orientation=0):
        dict_orientation = {0: None, 1: 0, 2: 1, 3: 2}
        image_path = '../images/clean/1/04_img.jpg'
        json_input = {'status': '000', 'orientation': 0, 'type': '居民家庭户口', 'address': '江西省新余市渝水区胜利南路183号1栋1单元1402室',
                      'address_province': '江西省', 'address_city': '新余市', 'address_region': '渝水区',
                      'address_detail': '胜利南路183号1栋1单元1402室', 'name': '', 'id': '', 'gender': '', 'birthplace': '',
                      'birthplace_province': '', 'birthplace_city': '', 'birthplace_region': '', 'native_place': '',
                      'native_place_province': '', 'native_place_city': '', 'native_place_region': '', 'blood_type': '',
                      'religion': ''}
        json_input['orientation'] = orientation
        self._helper(image_path, ResultItem(**json_input), dict_orientation[orientation])

    def test_case_04_0(self):
        self.case_04_0(0)

    def test_case_04_1(self):
        self.case_04_0(1)

    def test_case_04_2(self):
        self.case_04_0(2)

    def test_case_04_3(self):
        self.case_04_0(3)

    def case_05_0(self, orientation=0):
        dict_orientation = {0: None, 1: 0, 2: 1, 3: 2}
        image_path = '../images/clean/1/05_img.jpg'
        json_input = {'status': '000', 'orientation': 0, 'type': '居民家庭户', 'address': '安徽省马鞍山市花山区湖北东路479号4栋405室',
                      'address_province': '安徽省', 'address_city': '马鞍山市', 'address_region': '花山区',
                      'address_detail': '湖北东路479号4栋405室', 'name': '', 'id': '', 'gender': '', 'birthplace': '',
                      'birthplace_province': '', 'birthplace_city': '', 'birthplace_region': '', 'native_place': '',
                      'native_place_province': '', 'native_place_city': '', 'native_place_region': '', 'blood_type': '',
                      'religion': ''}
        json_input['orientation'] = orientation
        self._helper(image_path, ResultItem(**json_input), dict_orientation[orientation])

    def test_case_05_0(self):
        self.case_05_0(0)

    def test_case_05_1(self):
        self.case_05_0(1)

    def test_case_05_2(self):
        self.case_05_0(2)

    def test_case_05_3(self):
        self.case_05_0(3)