pos_compare.py 58.3 KB
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from common.tools.comparison import cp
import os
from pos import pos_consts
from apps.doc import consts
import json
from apps.doc.named_enum import RequestTeam, RequestTrigger, ProcessName, ErrorType
import time

empty_str = ''
empty_error_type = 1000


class SECompare:
    @staticmethod
    def se_mvc34_compare(license_en, ocr_res_dict, field_list):
        ocr_field, compare_logic, _ = pos_consts.SE_COMPARE_FIELD[license_en]
        ocr_res_str = ocr_res_dict.get(ocr_field)

        is_find = False
        result_field_list = []
        field_img_path_dict = dict()

        if ocr_res_str is not None:
            ocr_res_list = json.loads(ocr_res_str)
            length = len(ocr_res_list)

            page34_date_dict = dict()
            first_res = None
            for res_idx in range(length - 1, -1, -1):
                if consts.TRANSFER_DATE in ocr_res_list[res_idx]:
                    img_path = ocr_res_list[res_idx].get(consts.IMG_PATH_KEY_2, '')
                    section_img_path = ocr_res_list[res_idx].get(consts.SECTION_IMG_PATH_KEY_2, '')
                    for idx, transfer_date in enumerate(ocr_res_list[res_idx].get(consts.TRANSFER_DATE, [])):
                        try:
                            transfer_name = ocr_res_list[res_idx].get(consts.TRANSFER_NAME, [])[idx]
                        except Exception as e:
                            transfer_name = empty_str
                        try:
                            transfer_num = ocr_res_list[res_idx].get(consts.TRANSFER_NUM, [])[idx]
                        except Exception as e:
                            transfer_num = empty_str
                        try:
                            position_info_date = ocr_res_list[res_idx].get(consts.ALL_POSITION_KEY_2, dict()).get(
                                consts.TRANSFER_DATE, [])[idx]
                        except Exception as e:
                            position_info_date = {}
                        try:
                            position_info_name = ocr_res_list[res_idx].get(consts.ALL_POSITION_KEY_2, dict()).get(
                                consts.TRANSFER_NAME, [])[idx]
                        except Exception as e:
                            position_info_name = {}
                        try:
                            position_info_num = ocr_res_list[res_idx].get(consts.ALL_POSITION_KEY_2, dict()).get(
                                consts.TRANSFER_NUM, [])[idx]
                        except Exception as e:
                            position_info_num = {}
                        core_info = {
                            consts.TRANSFER_NAME: transfer_name,
                            consts.TRANSFER_NUM: transfer_num,
                            consts.TRANSFER_DATE: transfer_date,
                            consts.IMG_PATH_KEY_2: img_path,
                            consts.SECTION_IMG_PATH_KEY_2: section_img_path,
                            consts.ALL_POSITION_KEY: {
                                consts.TRANSFER_NAME: position_info_name,
                                consts.TRANSFER_NUM: position_info_num,
                                consts.TRANSFER_DATE: position_info_date,
                            },
                        }
                        page34_date_dict.setdefault(transfer_date, []).append(core_info)
                        if first_res is None:
                            first_res = core_info

            max_date = None
            for date_tmp in page34_date_dict.keys():
                try:
                    max_date_part = time.strptime(date_tmp, "%Y-%m-%d")
                except Exception as e:
                    pass
                else:
                    if max_date is None or max_date_part > max_date:
                        max_date = max_date_part

            if max_date is not None or first_res is not None:
                is_find = True
                ocr_res = first_res if max_date is None else page34_date_dict[time.strftime('%Y-%m-%d', max_date)][0]
                failed_field = []
                base_img_path = ocr_res.get(consts.IMG_PATH_KEY_2, '')
                for name, value in field_list:
                    ocr_str = ocr_res.get(compare_logic[name][0])
                    if not isinstance(ocr_str, str):
                        result = consts.RESULT_N
                        ocr_str = empty_str
                    else:
                        result = getattr(cp, compare_logic[name][1])(value, ocr_str, **compare_logic[name][2])
                    img_path = base_img_path if result == consts.RESULT_N else empty_str
                    error_type = empty_error_type if result == consts.RESULT_Y else ErrorType.OCR.value
                    result_field_list.append(
                        (name, value, result, ocr_str, img_path, error_type, compare_logic[name][3]))

                    if result == consts.RESULT_N:
                        failed_field.append(name)

                # section_img_path = ocr_res.get(consts.SECTION_IMG_PATH_KEY_2, '')
                # if len(failed_field) > 0 and os.path.exists(section_img_path):
                #     info = ocr_res.get(consts.ALL_POSITION_KEY, {})
                #     try:
                #         last_img = img_process(section_img_path, {}, 0)
                #     except Exception as e:
                #         for field in failed_field:
                #             field_img_path_dict[field] = base_img_path
                #     else:
                #         pre, suf = os.path.splitext(section_img_path)
                #         for field in failed_field:
                #             try:
                #                 res_field = compare_logic[field][0]
                #                 is_valid, coord_tuple = field_build_coordinates(info.get(res_field, {}))
                #                 if is_valid:
                #                     save_path = '{0}_{1}{2}'.format(pre, field, suf)
                #                     field_img = last_img[coord_tuple[0]:coord_tuple[1], coord_tuple[2]:coord_tuple[3],
                #                                 :]
                #                     cv2.imwrite(save_path, field_img)
                #                     field_img_path_dict[field] = save_path
                #                 else:
                #                     field_img_path_dict[field] = base_img_path
                #             except Exception as e:
                #                 field_img_path_dict[field] = base_img_path

        if not is_find:
            for name, value in field_list:
                result_field_list.append((name, value, consts.RESULT_N, empty_str, empty_str, ErrorType.NF.value,
                                          '{0}未找到'.format(license_en)))

        return result_field_list, field_img_path_dict

    @staticmethod
    def se_contract_compare(license_en, ocr_res_dict, strip_list, is_gsyh):
        ocr_field, compare_logic, _ = pos_consts.SE_COMPARE_FIELD[license_en]
        ocr_res_str = ocr_res_dict.get(ocr_field)

        result_field_list = []
        field_img_path_dict = dict()

        ocr_res = dict()
        if ocr_res_str is not None:
            ocr_res_list = json.loads(ocr_res_str)
            ocr_res = ocr_res_list.pop()

            for name, value in strip_list:
                # 购置税校验
                # if name == consts.SE_AFC_CON_FIELD[21]:
                #     if len(value) == 3:
                #         reason = []
                #         gzs_verify = value[1] >= value[2]
                #         if gzs_verify:
                #             if value[0] == consts.GZS_STATUS[0]:
                #                 reason.append(consts.GZS_REASON_1)
                #                 result = consts.RESULT_N
                #             else:
                #                 result = consts.RESULT_Y
                #         else:
                #             if value[0] == consts.GZS_STATUS[0]:
                #                 reason.append(consts.GZS_REASON_1)
                #             result = consts.RESULT_N
                #             reason.append(consts.GZS_REASON_2)
                #     else:
                #         result = consts.RESULT_N
                #         reason = consts.GZS_REASON_1
                #     ocr_str = empty_str
                # else:

                if name == consts.SE_HIL_CON_1_FIELD[9] or name == consts.SE_HIL_CON_1_FIELD[15] or \
                        name == consts.SE_AFC_CON_FIELD[21] or name == consts.SE_AFC_CON_FIELD[24]:
                    ocr_str_or_list = ''
                else:
                    ocr_str_or_list = ocr_res.get(compare_logic[name][0])

                # 招商银行特殊
                # if ocr_str_or_list is None and license_en == consts.AFC_CONTRACT_EN \
                #         and is_gsyh is True and name in consts.CON_BANK_FIELD:
                #     result = consts.RESULT_Y
                #     ocr_str = empty_str
                #     reason = compare_logic[name][3]
                # 见证人日期
                if name == consts.SE_AFC_CON_FIELD[19]:
                    if not isinstance(ocr_str_or_list, str) or len(ocr_str_or_list) == 0:
                        result = consts.RESULT_N
                        ocr_str = empty_str
                    else:
                        is_find_date = False
                        all_date_list = [ocr_str_or_list]
                        for date_name in consts.AFC_HT_DATE_FIELDS:
                            all_date_list.append(ocr_res.get(compare_logic[date_name][0], ''))
                            if not is_find_date and ocr_str_or_list == ocr_res.get(compare_logic[date_name][0], ''):
                                is_find_date = True
                        result = consts.RESULT_Y if is_find_date else consts.RESULT_N
                        ocr_str = json.dumps(all_date_list, ensure_ascii=False)
                    reason = compare_logic[name][3]
                elif isinstance(ocr_str_or_list, str) or isinstance(ocr_str_or_list, list):
                    # if is_gsyh is True and name in consts.CON_BANK_FIELD:
                    #     update_args = {'is_gsyh': is_gsyh}
                    #     for k, v in compare_logic[name][2].items():
                    #         update_args[k] = v
                    # else:
                    #     update_args = compare_logic[name][2]
                    if isinstance(ocr_str_or_list, list):
                        # no-asp 合同编号-每页(no-asp)
                        if name == consts.SE_AFC_CON_FIELD[23]:
                            ocr_str_or_list.pop()
                        ocr_str = json.dumps(ocr_str_or_list, ensure_ascii=False)
                    else:
                        ocr_str_or_list = ocr_str_or_list.strip()
                        ocr_str = ocr_str_or_list
                    result = getattr(cp, compare_logic[name][1])(value, ocr_str_or_list, **compare_logic[name][2])
                    reason = compare_logic[name][3]
                else:
                    result = consts.RESULT_N
                    ocr_str = empty_str
                    reason = compare_logic[name][3]

                # img_path = empty_str
                if name not in compare_logic:
                    img_path = empty_str
                else:
                    img_path = ocr_res.get(consts.IMG_PATH_KEY, {}).get(compare_logic[name][0],
                                                                        empty_str) if result == consts.RESULT_N else empty_str
                error_type = empty_error_type if result == consts.RESULT_Y else ErrorType.OCR.value
                if isinstance(value, list):
                    value = json.dumps(value, ensure_ascii=False)
                result_field_list.append((name, value, result, ocr_str, img_path, error_type, reason))
        else:
            for name, value in strip_list:
                if isinstance(value, list):
                    value = json.dumps(value, ensure_ascii=False)
                result_field_list.append((name, value, consts.RESULT_N, empty_str, empty_str, ErrorType.NF.value,
                                          '{0}未找到'.format(license_en)))

        # if ocr_res_str is not None:
        #     img_map = {}
        #     for name, _, result, _, img_path, _, _ in result_field_list:
        #         if result == consts.RESULT_N:
        #             img_map.setdefault(img_path, []).append(name)
        #     for path, field_list in img_map.items():
        #         if os.path.exists(path):
        #             pre, suf = os.path.splitext(path)
        #             last_img = cv2.imread(path)
        #             for field_idx, field in enumerate(field_list):
        #                 try:
        #                     save_path = '{0}_{1}{2}'.format(pre, str(field_idx), suf)
        #                     section_position_list = ocr_res.get(consts.ALL_POSITION_KEY, {}).get(field, [])
        #                     if isinstance(section_position_list, list) and len(section_position_list) == 4:
        #                         field_img = last_img[section_position_list[1]: section_position_list[3],
        #                                     section_position_list[0]: section_position_list[2], :]
        #                         cv2.imwrite(save_path, field_img)
        #                         field_img_path_dict[field] = save_path
        #                     else:
        #                         field_img_path_dict[field] = path
        #                 except Exception as e:
        #                     field_img_path_dict[field] = path

        return result_field_list, field_img_path_dict

    @staticmethod
    def se_bs_compare(license_en, ocr_res_dict, strip_list, is_auto):
        # 主共借至少提供一个
        # 有担保人,担保人必须提供。主共借没有时,修改comment:人工查看担保人亲属关系

        if is_auto:
            ocr_field, compare_logic, _ = consts.SE_COMPARE_FIELD_AUTO[license_en]
        else:
            ocr_field, compare_logic, _ = pos_consts.SE_COMPARE_FIELD[license_en]
        ocr_res_str = ocr_res_dict.get(ocr_field)

        result_field_list = []
        field_img_path_dict = dict()

        if ocr_res_str is not None:
            pre_field_list = strip_list[:3]
            dbr1_field_list = strip_list[3:6]
            dbr2_field_list = strip_list[6:]

            ocr_res_list = json.loads(ocr_res_str)
            # length = len(ocr_res_list)

            # 主共借人
            pre_best_res = {}
            max_correct_count = 0
            verify_list = []
            verify_false_idx_list = []

            for tmp_idx, ocr_res in enumerate(ocr_res_list):
                correct_count = 0
                pre_tmp_res_part = {}
                verify_bool = ocr_res.get('verify', True)
                verify_list.append(verify_bool)
                if not verify_bool:
                    verify_false_idx_list.append(str(tmp_idx + 1))
                for idx, (name, value) in enumerate(pre_field_list):
                    ocr_str_or_list = ocr_res.get(compare_logic[name][0])
                    if isinstance(ocr_str_or_list, str) or isinstance(ocr_str_or_list, list) \
                            or isinstance(ocr_str_or_list, int):
                        result = getattr(cp, compare_logic[name][1])(value, ocr_str_or_list, **compare_logic[name][2])
                        if isinstance(ocr_str_or_list, list):
                            ocr_str = json.dumps(ocr_str_or_list, ensure_ascii=False)
                        else:
                            ocr_str = ocr_str_or_list
                        reason = compare_logic[name][3]
                    else:
                        result = consts.RESULT_N
                        ocr_str = empty_str
                        reason = compare_logic[name][3]

                    if idx == 0 and result == consts.RESULT_N:
                        break

                    if result == consts.RESULT_Y:
                        correct_count += 1
                    pre_tmp_res_part[name] = (result, ocr_str, reason)

                if correct_count > 0 and correct_count >= max_correct_count:
                    max_correct_count = correct_count
                    pre_best_res = pre_tmp_res_part

            # 真伪
            if not is_auto:
                name = '真伪'
                result = consts.RESULT_Y if all(verify_list) else consts.RESULT_N
                reason = '第{0}份银行流水疑似造假,需人工核查'.format('、'.join(verify_false_idx_list))
                result_field_list.append((name, empty_str, result, json.dumps(verify_list, ensure_ascii=False),
                                          empty_str, empty_error_type, reason))

            # 担保人1
            dbr1_best_res = {}
            if len(dbr1_field_list) > 0:
                max_correct_count = 0
                for ocr_res in ocr_res_list:
                    correct_count = 0
                    dbr1_tmp_res_part = {}
                    for idx, (name, value) in enumerate(dbr1_field_list):
                        ocr_str_or_list = ocr_res.get(compare_logic[name][0])
                        if isinstance(ocr_str_or_list, str) or isinstance(ocr_str_or_list, list) or isinstance(
                                ocr_str_or_list, int):
                            result = getattr(cp, compare_logic[name][1])(value, ocr_str_or_list,
                                                                         **compare_logic[name][2])
                            if isinstance(ocr_str_or_list, list):
                                ocr_str = json.dumps(ocr_str_or_list, ensure_ascii=False)
                            else:
                                ocr_str = ocr_str_or_list
                            reason = compare_logic[name][3]
                        else:
                            result = consts.RESULT_N
                            ocr_str = empty_str
                            reason = compare_logic[name][3]

                        if idx == 0 and result == consts.RESULT_N:
                            break

                        if result == consts.RESULT_Y:
                            correct_count += 1
                        dbr1_tmp_res_part[name] = (result, ocr_str, reason)

                    if correct_count > 0 and correct_count >= max_correct_count:
                        max_correct_count = correct_count
                        dbr1_best_res = dbr1_tmp_res_part

            # 担保人2
            dbr2_best_res = {}
            if len(dbr1_field_list) > 0:
                max_correct_count = 0
                for ocr_res in ocr_res_list:
                    correct_count = 0
                    dbr2_tmp_res_part = {}
                    for idx, (name, value) in enumerate(dbr2_field_list):
                        ocr_str_or_list = ocr_res.get(compare_logic[name][0])
                        if isinstance(ocr_str_or_list, str) or isinstance(ocr_str_or_list, list) or isinstance(
                                ocr_str_or_list, int):
                            result = getattr(cp, compare_logic[name][1])(value, ocr_str_or_list,
                                                                         **compare_logic[name][2])
                            if isinstance(ocr_str_or_list, list):
                                ocr_str = json.dumps(ocr_str_or_list, ensure_ascii=False)
                            else:
                                ocr_str = ocr_str_or_list
                            reason = compare_logic[name][3]
                        else:
                            result = consts.RESULT_N
                            ocr_str = empty_str
                            reason = compare_logic[name][3]

                        if idx == 0 and result == consts.RESULT_N:
                            break

                        if result == consts.RESULT_Y:
                            correct_count += 1
                        dbr2_tmp_res_part[name] = (result, ocr_str, reason)

                    if correct_count > 0 and correct_count >= max_correct_count:
                        max_correct_count = correct_count
                        dbr2_best_res = dbr2_tmp_res_part

            dbr_ok = False
            # 有担保人
            if len(dbr1_field_list) > 0:
                # 有担保人12
                if len(dbr2_field_list) > 0:
                    if len(dbr1_best_res) > 0 and len(dbr2_best_res) > 0:
                        dbr_ok = True
                # 有担保人1
                else:
                    if len(dbr1_best_res) > 0:
                        dbr_ok = True
            # 无担保人
            # else:
            #     pass

            best_res_empty = False
            if len(pre_best_res) == 0 and len(dbr1_best_res) == 0 and len(dbr2_best_res) == 0:
                best_res_empty = True

            for name, value in pre_field_list:
                if len(pre_best_res) > 0:
                    result, ocr_str, reason = pre_best_res[name]
                else:
                    result = consts.RESULT_N
                    ocr_str = empty_str
                    if best_res_empty:
                        reason = consts.SPECIAL_REASON_3
                    elif dbr_ok:  # 有担保人且担保人都提供了流水
                        reason = consts.SPECIAL_REASON
                    else:
                        reason = compare_logic[pre_field_list[0][0]][3]
                img_path = empty_str
                error_type = empty_error_type if result == consts.RESULT_Y else ErrorType.OCR.value
                if isinstance(value, list):
                    value = json.dumps(value, ensure_ascii=False)
                result_field_list.append((name, value, result, ocr_str, img_path, error_type, reason))

            if len(dbr1_field_list) > 0:
                for name, value in dbr1_field_list:
                    if len(dbr1_best_res) > 0:
                        result, ocr_str, reason = dbr1_best_res[name]
                    else:
                        result = consts.RESULT_N
                        ocr_str = empty_str
                        if best_res_empty:
                            reason = consts.SPECIAL_REASON_3
                        elif len(pre_best_res) > 0:
                            reason = consts.SPECIAL_REASON_2
                        else:
                            reason = compare_logic[dbr1_field_list[0][0]][3]
                    img_path = empty_str
                    error_type = empty_error_type if result == consts.RESULT_Y else ErrorType.OCR.value
                    if isinstance(value, list):
                        value = json.dumps(value, ensure_ascii=False)
                    result_field_list.append((name, value, result, ocr_str, img_path, error_type, reason))

            if len(dbr2_field_list) > 0:
                for name, value in dbr2_field_list:
                    if len(dbr2_best_res) > 0:
                        result, ocr_str, reason = dbr2_best_res[name]
                    else:
                        result = consts.RESULT_N
                        ocr_str = empty_str
                        if best_res_empty:
                            reason = consts.SPECIAL_REASON_3
                        elif len(pre_best_res) > 0:
                            reason = consts.SPECIAL_REASON_2
                        else:
                            reason = compare_logic[dbr2_field_list[0][0]][3]
                    img_path = empty_str
                    error_type = empty_error_type if result == consts.RESULT_Y else ErrorType.OCR.value
                    if isinstance(value, list):
                        value = json.dumps(value, ensure_ascii=False)
                    result_field_list.append((name, value, result, ocr_str, img_path, error_type, reason))

        else:
            for name, value in strip_list:
                if isinstance(value, list):
                    value = json.dumps(value, ensure_ascii=False)
                result_field_list.append((name, value, consts.RESULT_N, empty_str, empty_str, ErrorType.NF.value,
                                          consts.SPECIAL_REASON_3))

        return result_field_list, field_img_path_dict

    @staticmethod
    def se_compare_license_id(license_en, id_res_list, field_list):
        ocr_field, compare_logic, special_expiry_date = pos_consts.SE_COMPARE_FIELD[license_en]

        is_find = False
        no_ocr_result = True
        special_expiry_date_slice = False
        result_field_list = []
        section_img_info = dict()
        field_img_path_dict = dict()

        # ocr_res_str = ocr_res_dict.get(ocr_field)
        for ocr_res_str in id_res_list:
            if is_find:
                break

            if ocr_res_str is not None:
                no_ocr_result = False

                ocr_res_list = json.loads(ocr_res_str)

                # 3/4页去除
                # if ocr_field == consts.MVC_OCR_FIELD:
                #     tmp_list = []
                #     for res in ocr_res_list:
                #         if compare_logic['vinNo'][0] in res:
                #             tmp_list.append(res)
                #     ocr_res_list = tmp_list

                length = len(ocr_res_list)

                # 身份证、居住证 过期期限特殊处理
                if special_expiry_date:
                    expiry_dates = dict()
                    key = compare_logic.get('idExpiryDate')[0]
                    for date_tmp_idx, ocr_res in enumerate(ocr_res_list):
                        if key in ocr_res:
                            expiry_dates[ocr_res[key]] = (ocr_res.get(consts.IMG_PATH_KEY_2, ''), date_tmp_idx)
                else:
                    expiry_dates = dict()

                for res_idx in range(length - 1, -1, -1):
                    if is_find:
                        break

                    for idx, (name, value) in enumerate(field_list):
                        # if ocr_field == consts.MVI_OCR_FIELD and name == consts.SE_NEW_ADD_FIELD[9]:
                        #     ocr_str = getattr(cp, consts.ZW_METHOD)(
                        #         ocr_res_list[res_idx].get(consts.LOWER_AMOUNT_FIELD, ''),
                        #         ocr_res_list[res_idx].get(consts.UPPER_AMOUNT_FIELD, ''),
                        #     )
                        # else:
                        ocr_str = ocr_res_list[res_idx].get(compare_logic[name][0])
                        if not isinstance(ocr_str, str):
                            result = consts.RESULT_N
                            ocr_str = empty_str
                            no_key = True
                        else:
                            result = getattr(cp, compare_logic[name][1])(value, ocr_str, **compare_logic[name][2])
                            no_key = False

                        if idx == 0 and result == consts.RESULT_N and length > 1:
                            break

                        is_find = True
                        section_img_info[consts.SECTION_IMG_PATH_KEY] = ocr_res_list[res_idx].get(
                            consts.SECTION_IMG_PATH_KEY, '')
                        section_img_info[consts.ALL_POSITION_KEY] = ocr_res_list[res_idx].get(consts.ALL_POSITION_KEY,
                                                                                              {})
                        if special_expiry_date:
                            section_img_info[consts.SECTION_IMG_PATH_KEY_2] = ocr_res_list[res_idx].get(
                                consts.SECTION_IMG_PATH_KEY_2, '')
                            section_img_info[consts.ALL_POSITION_KEY_2] = ocr_res_list[res_idx].get(
                                consts.ALL_POSITION_KEY_2, {})

                        # 过期期限特殊处理
                        if special_expiry_date and name == 'idExpiryDate' and result == consts.RESULT_N:
                            if no_key:
                                if len(expiry_dates) == 0:
                                    ocr_str = empty_str
                                    result = consts.RESULT_N
                                    img_path = empty_str
                                else:
                                    for expiry_date, (date_img_path, date_res_idx) in expiry_dates.items():
                                        expiry_date_res = getattr(cp, compare_logic[name][1])(value, expiry_date,
                                                                                              **compare_logic[name][2])
                                        if expiry_date_res == consts.RESULT_N:
                                            ocr_str = expiry_date
                                            img_path = date_img_path
                                            special_expiry_date_slice = True
                                            section_img_info[consts.SECTION_IMG_PATH_KEY_2] = ocr_res_list[
                                                date_res_idx].get(
                                                consts.SECTION_IMG_PATH_KEY_2, '')
                                            section_img_info[consts.ALL_POSITION_KEY_2] = ocr_res_list[
                                                date_res_idx].get(
                                                consts.ALL_POSITION_KEY_2, {})
                                            break
                                    else:
                                        ocr_str = empty_str
                                        result = consts.RESULT_Y
                                        img_path = empty_str
                            else:
                                img_path = ocr_res_list[res_idx].get(consts.IMG_PATH_KEY_2, '')
                                special_expiry_date_slice = True
                        else:
                            img_path = ocr_res_list[res_idx].get(consts.IMG_PATH_KEY,
                                                                 '') if result == consts.RESULT_N else empty_str
                        if isinstance(value, list):
                            value = json.dumps(value, ensure_ascii=False)
                        error_type = empty_error_type if result == consts.RESULT_Y else ErrorType.OCR.value
                        result_field_list.append(
                            (name, value, result, ocr_str, img_path, error_type, compare_logic[name][3]))

        if not is_find:
            for name, value in field_list:
                if isinstance(value, list):
                    value = json.dumps(value, ensure_ascii=False)
                no_find_str = consts.DDA_NO_FIND if license_en == consts.DDA_EN else '{0}未找到'.format(license_en)
                result_field_list.append(
                    (name, value, consts.RESULT_N, empty_str, empty_str, ErrorType.NF.value, no_find_str))

        # if is_find:
        #     if special_expiry_date_slice:
        #         special_section_img_path = section_img_info.get(consts.SECTION_IMG_PATH_KEY_2, '')
        #         if os.path.exists(special_section_img_path):
        #             field = 'idExpiryDate'
        #             special_info = section_img_info.get(consts.ALL_POSITION_KEY_2, {})
        #             special_section_position = special_info.get(consts.POSITION_KEY, {})
        #             special_section_angle = special_info.get(consts.ANGLE_KEY, 0)
        #             try:
        #                 last_img = img_process(special_section_img_path, special_section_position,
        #                                        special_section_angle)
        #             except Exception as e:
        #                 field_img_path_dict[field] = special_section_img_path
        #             else:
        #                 pre, suf = os.path.splitext(special_section_img_path)
        #                 try:
        #                     res_field = compare_logic[field][0]
        #                     is_valid, coord_tuple = field_build_coordinates(special_info.get(res_field, {}))
        #                     if is_valid:
        #                         save_path = '{0}_{1}{2}'.format(pre, field, suf)
        #                         field_img = last_img[coord_tuple[0]:coord_tuple[1], coord_tuple[2]:coord_tuple[3], :]
        #                         cv2.imwrite(save_path, field_img)
        #                         field_img_path_dict[field] = save_path
        #                     else:
        #                         field_img_path_dict[field] = special_section_img_path
        #                 except Exception as e:
        #                     field_img_path_dict[field] = special_section_img_path
        #
        #     section_img_path = section_img_info.get(consts.SECTION_IMG_PATH_KEY, '')
        #     if os.path.exists(section_img_path):
        #         failed_field = []
        #         base_img_path = empty_str
        #         for name, _, result, _, img_path, _, _ in result_field_list:
        #             if result == consts.RESULT_N:
        #                 if special_expiry_date_slice and name == 'idExpiryDate':
        #                     continue
        #                 failed_field.append(name)
        #                 if base_img_path == empty_str:
        #                     base_img_path = img_path
        #         if len(failed_field) > 0:
        #             info = section_img_info.get(consts.ALL_POSITION_KEY, {})
        #             section_position = info.get(consts.POSITION_KEY, {})
        #             section_angle = info.get(consts.ANGLE_KEY, 0)
        #             try:
        #                 last_img = img_process(section_img_path, section_position, section_angle)
        #             except Exception as e:
        #                 for field in failed_field:
        #                     field_img_path_dict[field] = base_img_path
        #             else:
        #                 pre, suf = os.path.splitext(section_img_path)
        #                 for field in failed_field:
        #                     try:
        #                         res_field = compare_logic[field][0]
        #                         is_valid, coord_tuple = field_build_coordinates(info.get(res_field, {}))
        #                         if is_valid:
        #                             save_path = '{0}_{1}{2}'.format(pre, field, suf)
        #                             field_img = last_img[coord_tuple[0]:coord_tuple[1], coord_tuple[2]:coord_tuple[3],
        #                                         :]
        #                             cv2.imwrite(save_path, field_img)
        #                             field_img_path_dict[field] = save_path
        #                         else:
        #                             field_img_path_dict[field] = base_img_path
        #                     except Exception as e:
        #                         field_img_path_dict[field] = base_img_path

        return result_field_list, no_ocr_result, field_img_path_dict

    @staticmethod
    def se_compare_license(license_en, ocr_res_dict, field_list):
        ocr_field, compare_logic, special_expiry_date = pos_consts.SE_COMPARE_FIELD[license_en]

        is_find = False
        no_ocr_result = False
        special_expiry_date_slice = False
        result_field_list = []
        section_img_info = dict()
        field_img_path_dict = dict()
        ocr_res_str = ocr_res_dict.get(ocr_field)

        if ocr_res_str is not None:
            ocr_res_list = json.loads(ocr_res_str)

            # 3/4页去除
            if ocr_field == consts.MVC_OCR_FIELD:
                tmp_list = []
                for res in ocr_res_list:
                    if compare_logic['vinNo'][0] in res:
                        tmp_list.append(res)
                ocr_res_list = tmp_list

            length = len(ocr_res_list)

            # 身份证、居住证 过期期限特殊处理
            if special_expiry_date:
                expiry_dates = dict()
                key = compare_logic.get('idExpiryDate')[0]
                for date_tmp_idx, ocr_res in enumerate(ocr_res_list):
                    if key in ocr_res:
                        expiry_dates[ocr_res[key]] = (ocr_res.get(consts.IMG_PATH_KEY_2, ''), date_tmp_idx)
            else:
                expiry_dates = dict()

            for res_idx in range(length - 1, -1, -1):
                if is_find:
                    break

                new_invoice_result = None
                for idx, (name, value) in enumerate(field_list):
                    # 二手车交易凭证 日期
                    if ocr_field == consts.JYPZ_OCR_FIELD and name == consts.SE_GB_USED_FIELD[2]:
                        date_1 = ocr_res_list[res_idx].get(consts.JYPZ_DATE_FIELD_1, '')
                        if len(date_1) > 0:
                            date_2 = date_3 = ''
                        else:
                            date_1 = ocr_res_list[res_idx].get(consts.JYPZ_DATE_FIELD_2, '')
                            date_2 = ocr_res_list[res_idx].get(consts.JYPZ_DATE_FIELD_3, '')
                            date_3 = ocr_res_list[res_idx].get(consts.JYPZ_DATE_FIELD_4, '')
                        ocr_str = [date_1, date_2, date_3]
                    # 购车发票 价税合计大小写检验
                    elif ocr_field == consts.MVI_OCR_FIELD and name == consts.SE_NEW_ADD_FIELD[9]:
                        ocr_str = getattr(cp, consts.ZW_METHOD)(
                            ocr_res_list[res_idx].get(consts.LOWER_AMOUNT_FIELD, ''),
                            ocr_res_list[res_idx].get(consts.UPPER_AMOUNT_FIELD, ''),
                        )
                    else:
                        ocr_str = ocr_res_list[res_idx].get(compare_logic[name][0])

                    if isinstance(ocr_str, str):
                        result = getattr(cp, compare_logic[name][1])(value, ocr_str, **compare_logic[name][2])
                        no_key = False
                    # 二手车交易凭证 日期
                    elif ocr_field == consts.JYPZ_OCR_FIELD and name == consts.SE_GB_USED_FIELD[2]:
                        result = getattr(cp, compare_logic[name][1])(value, ocr_str, **compare_logic[name][2])
                        no_key = False
                    else:
                        result = consts.RESULT_N
                        ocr_str = empty_str
                        no_key = True

                    if name == '发票联':
                        new_invoice_result = result

                    if name == 'productGroupName' and (name.find('官方认证二手车') > -1 or  name.find('官方认证二手车') > -1):
                        #  发票联必须
                        if new_invoice_result and new_invoice_result == consts.RESULT_Y:
                            result = consts.RESULT_Y
                        else:
                            result = consts.RESULT_N

                    if idx == 0 and result == consts.RESULT_N and length > 1:
                        break

                    is_find = True
                    # section_img_info[consts.SECTION_IMG_PATH_KEY] = ocr_res_list[res_idx].get(
                    #     consts.SECTION_IMG_PATH_KEY, '')
                    # section_img_info[consts.ALL_POSITION_KEY] = ocr_res_list[res_idx].get(consts.ALL_POSITION_KEY, {})
                    # if special_expiry_date:
                    #     section_img_info[consts.SECTION_IMG_PATH_KEY_2] = ocr_res_list[res_idx].get(
                    #         consts.SECTION_IMG_PATH_KEY_2, '')
                    #     section_img_info[consts.ALL_POSITION_KEY_2] = ocr_res_list[res_idx].get(
                    #         consts.ALL_POSITION_KEY_2, {})

                    # 过期期限特殊处理
                    if special_expiry_date and name == 'idExpiryDate' and result == consts.RESULT_N:
                        if no_key:
                            if len(expiry_dates) == 0:
                                ocr_str = empty_str
                                result = consts.RESULT_N
                                img_path = empty_str
                            else:
                                for expiry_date, (date_img_path, date_res_idx) in expiry_dates.items():
                                    expiry_date_res = getattr(cp, compare_logic[name][1])(value, expiry_date,
                                                                                          **compare_logic[name][2])
                                    if expiry_date_res == consts.RESULT_N:
                                        ocr_str = expiry_date
                                        img_path = date_img_path
                                        special_expiry_date_slice = True
                                        section_img_info[consts.SECTION_IMG_PATH_KEY_2] = ocr_res_list[
                                            date_res_idx].get(
                                            consts.SECTION_IMG_PATH_KEY_2, '')
                                        section_img_info[consts.ALL_POSITION_KEY_2] = ocr_res_list[date_res_idx].get(
                                            consts.ALL_POSITION_KEY_2, {})
                                        break
                                else:
                                    ocr_str = empty_str
                                    result = consts.RESULT_Y
                                    img_path = empty_str
                        else:
                            img_path = ocr_res_list[res_idx].get(consts.IMG_PATH_KEY_2, '')
                            special_expiry_date_slice = True
                    else:
                        img_path = ocr_res_list[res_idx].get(consts.IMG_PATH_KEY,
                                                             '') if result == consts.RESULT_N else empty_str
                    if isinstance(value, list):
                        value = json.dumps(value, ensure_ascii=False)
                    error_type = empty_error_type if result == consts.RESULT_Y else ErrorType.OCR.value

                    if ocr_field == pos_consts.IC_OCR_FIELD and name == 'idExpiryDate':
                        result_field_list.append(
                            (name, value, result, ocr_str, img_path, error_type, compare_logic[name][-1][result]))
                    else:
                        result_field_list.append((name, value, result, ocr_str, img_path, error_type, compare_logic[name][-1]))

        else:
            no_ocr_result = True

        # 针对license文档类型输出
        if no_ocr_result:
            # 保险
            if license_en == pos_consts.BD_EN:
                # 整体文档相关
                pos_field, value = field_list[0]
                if pos_field == 'insuranceType' and value == 'Comprehensive Insurance':
                    if no_ocr_result:
                        result_field_list.append((pos_field, value, consts.RESULT_N, ocr_str, img_path, error_type,
                                                  compare_logic['文档'][-1]))
            elif license_en == pos_consts.HMH_EN:  # 抵押登记豁免函
                pos_field, value = field_list[0]
                if pos_field == 'mortgageType' and value == 'MOTGF':
                    if no_ocr_result:
                        result_field_list.append((pos_field, value, consts.RESULT_N, ocr_str, img_path, error_type,
                                                  compare_logic['文档'][-1]))
            elif license_en == pos_consts.MVI_EN:  # 新车发票
                pos_field, value = field_list[0]
                if pos_field == 'productGroupName' and no_ocr_result:
                    result_field_list.append(
                            (pos_field, value, consts.RESULT_N, ocr_str, img_path, error_type,
                             compare_logic['文档'][-1]))
            elif license_en == pos_consts.BC_EN:  # 银行卡
                pos_field, value = field_list[0]
                if pos_field == 'bankVerificationStatus' and (value == 'N/A' or value == 'FAIL'):
                    if no_ocr_result:
                        result_field_list.append(
                            (pos_field, value, consts.RESULT_N, ocr_str, img_path, error_type,
                             compare_logic['文档'][-1]))
            elif license_en == pos_consts.AFC_CONTRACT_EN:  # AFC 车辆抵押贷款合同(E-Contract-Non ASP/ASP)
                pos_field, value = field_list[0]
                if pos_field == 'applicationEntity' and value == 'AFC':
                    if no_ocr_result:
                        result_field_list.append((pos_field, value, consts.RESULT_N, ocr_str, img_path, error_type,
                                                  compare_logic['文档'][-1]))
            elif license_en == pos_consts.HIL_CONTRACT_1_EN:  # 售后回租合同(E-Sign-SLB / OC)
                pos_field, value = field_list[0]
                if pos_field == 'applicationEntity' and value == 'HIL':
                    if no_ocr_result:
                        result_field_list.append((pos_field, value, consts.RESULT_N, ocr_str, img_path, error_type,
                                                  compare_logic['文档'][-1]))
            elif license_en == pos_consts.HIL_CONTRACT_2_EN:  # 车辆租赁抵押合同(E-Sign-SLB / OC)
                pos_field, value = field_list[0]
                if pos_field == 'applicationEntity' and value == 'HIL':
                    if no_ocr_result:
                        result_field_list.append(
                            (pos_field, value, consts.RESULT_N, ocr_str, img_path, error_type,
                             compare_logic['文档'][-1]))

        if not is_find:
            for name, value in field_list:
                if isinstance(value, list):
                    value = json.dumps(value, ensure_ascii=False)
                no_find_str = consts.DDA_NO_FIND if license_en == consts.DDA_EN else '{0}未找到'.format(license_en)
                result_field_list.append(
                    (name, value, consts.RESULT_N, empty_str, empty_str, ErrorType.NF.value, no_find_str))

        # if is_find:
        #     if special_expiry_date_slice:
        #         special_section_img_path = section_img_info.get(consts.SECTION_IMG_PATH_KEY_2, '')
        #         if os.path.exists(special_section_img_path):
        #             field = 'idExpiryDate'
        #             special_info = section_img_info.get(consts.ALL_POSITION_KEY_2, {})
        #             special_section_position = special_info.get(consts.POSITION_KEY, {})
        #             special_section_angle = special_info.get(consts.ANGLE_KEY, 0)
        #             try:
        #                 last_img = img_process(special_section_img_path, special_section_position,
        #                                        special_section_angle)
        #             except Exception as e:
        #                 field_img_path_dict[field] = special_section_img_path
        #             else:
        #                 pre, suf = os.path.splitext(special_section_img_path)
        #                 try:
        #                     res_field = compare_logic[field][0]
        #                     is_valid, coord_tuple = field_build_coordinates(special_info.get(res_field, {}))
        #                     if is_valid:
        #                         save_path = '{0}_{1}{2}'.format(pre, field, suf)
        #                         field_img = last_img[coord_tuple[0]:coord_tuple[1], coord_tuple[2]:coord_tuple[3], :]
        #                         cv2.imwrite(save_path, field_img)
        #                         field_img_path_dict[field] = save_path
        #                     else:
        #                         field_img_path_dict[field] = special_section_img_path
        #                 except Exception as e:
        #                     field_img_path_dict[field] = special_section_img_path
        #
        #     section_img_path = section_img_info.get(consts.SECTION_IMG_PATH_KEY, '')
        #     if os.path.exists(section_img_path):
        #         failed_field = []
        #         base_img_path = empty_str
        #         for name, _, result, _, img_path, _, _ in result_field_list:
        #             if result == consts.RESULT_N:
        #                 if special_expiry_date_slice and name == 'idExpiryDate':
        #                     continue
        #                 failed_field.append(name)
        #                 if base_img_path == empty_str:
        #                     base_img_path = img_path
        #         if len(failed_field) > 0:
        #             info = section_img_info.get(consts.ALL_POSITION_KEY, {})
        #             section_position = info.get(consts.POSITION_KEY, {})
        #             section_angle = info.get(consts.ANGLE_KEY, 0)
        #             try:
        #                 last_img = img_process(section_img_path, section_position, section_angle)
        #             except Exception as e:
        #                 for field in failed_field:
        #                     field_img_path_dict[field] = base_img_path
        #             else:
        #                 pre, suf = os.path.splitext(section_img_path)
        #                 for field in failed_field:
        #                     try:
        #                         res_field = compare_logic[field][0]
        #                         is_valid, coord_tuple = field_build_coordinates(info.get(res_field, {}))
        #                         if is_valid:
        #                             save_path = '{0}_{1}{2}'.format(pre, field, suf)
        #                             field_img = last_img[coord_tuple[0]:coord_tuple[1], coord_tuple[2]:coord_tuple[3],
        #                                         :]
        #                             cv2.imwrite(save_path, field_img)
        #                             field_img_path_dict[field] = save_path
        #                         else:
        #                             field_img_path_dict[field] = base_img_path
        #                     except Exception as e:
        #                         field_img_path_dict[field] = base_img_path

        return result_field_list, no_ocr_result, field_img_path_dict


class CACompare:
    @staticmethod
    def ca_compare_license(license_en, ocr_res_dict, field_list):
        ocr_field, compare_logic, special_expiry_date = consts.CA_COMPARE_FIELD[license_en]

        is_find = False
        special_expiry_date_slice = False
        result_field_list = []
        section_img_info = dict()
        field_img_path_dict = dict()
        ocr_res_str = ocr_res_dict.get(ocr_field)
        if ocr_res_str is not None:
            ocr_res_list = json.loads(ocr_res_str)

            # 副页去除 3/4页去除
            if ocr_field == consts.DL_OCR_FIELD or ocr_field == consts.MVC_OCR_FIELD:
                tmp_list = []
                for res in ocr_res_list:
                    if compare_logic['vinNo'][0] in res:
                        tmp_list.append(res)
                ocr_res_list = tmp_list

            length = len(ocr_res_list)

            # 身份证、居住证 过期期限特殊处理
            if special_expiry_date:
                expiry_dates = set()
                expiry_dates_img_path = set()
                key = compare_logic.get('idExpiryDate')[0]
                for ocr_res in ocr_res_list:
                    if key in ocr_res:
                        expiry_dates.add(ocr_res[key])
                        expiry_dates_img_path.add(ocr_res.get(consts.IMG_PATH_KEY_2, ''))
            else:
                expiry_dates = set()
                expiry_dates_img_path = set()

            for res_idx in range(length - 1, -1, -1):
                if is_find:
                    break

                for idx, (name, value) in enumerate(field_list):
                    ocr_str = ocr_res_list[res_idx].get(compare_logic[name][0])
                    if not isinstance(ocr_str, str):
                        result = consts.RESULT_N
                        ocr_str = empty_str
                    else:
                        result = getattr(cp, compare_logic[name][1])(value, ocr_str, **compare_logic[name][2])

                    if idx == 0 and result == consts.RESULT_N and length > 1:
                        break

                    is_find = True
                    # section_img_info[consts.SECTION_IMG_PATH_KEY] = ocr_res_list[res_idx].get(
                    #     consts.SECTION_IMG_PATH_KEY, '')
                    # section_img_info[consts.ALL_POSITION_KEY] = ocr_res_list[res_idx].get(consts.ALL_POSITION_KEY, {})
                    # if special_expiry_date:
                    #     section_img_info[consts.SECTION_IMG_PATH_KEY_2] = ocr_res_list[res_idx].get(
                    #         consts.SECTION_IMG_PATH_KEY_2, '')
                    #     section_img_info[consts.ALL_POSITION_KEY_2] = ocr_res_list[res_idx].get(
                    #         consts.ALL_POSITION_KEY_2, {})

                    # 过期期限特殊处理
                    if special_expiry_date and name == 'idExpiryDate' and result == consts.RESULT_N:
                        for expiry_date in expiry_dates:
                            expiry_date_res = getattr(cp, compare_logic[name][1])(value, expiry_date,
                                                                                  **compare_logic[name][2])
                            if expiry_date_res == consts.RESULT_Y:
                                ocr_str = expiry_date
                                result = expiry_date_res
                                break

                        if result == consts.RESULT_N:
                            if consts.IMG_PATH_KEY_2 in ocr_res_list[res_idx]:
                                img_path = ocr_res_list[res_idx].get(consts.IMG_PATH_KEY_2, '')
                                special_expiry_date_slice = True
                            else:
                                img_path = expiry_dates_img_path.pop() if len(expiry_dates_img_path) > 0 else empty_str
                        else:
                            img_path = empty_str
                    else:
                        img_path = ocr_res_list[res_idx].get(consts.IMG_PATH_KEY,
                                                             '') if result == consts.RESULT_N else empty_str
                    error_type = empty_error_type if result == consts.RESULT_Y else ErrorType.OCR.value
                    result_field_list.append((name, value, result, ocr_str, img_path, error_type, compare_logic[name][-1]))

        if not is_find:
            for name, value in field_list:
                result_field_list.append((name, value, consts.RESULT_N, empty_str, empty_str, ErrorType.NF.value, compare_logic[name][-1]))

        # if is_find:
        #     if special_expiry_date_slice:
        #         special_section_img_path = section_img_info.get(consts.SECTION_IMG_PATH_KEY_2, '')
        #         if os.path.exists(special_section_img_path):
        #             field = 'idExpiryDate'
        #             special_info = section_img_info.get(consts.ALL_POSITION_KEY_2, {})
        #             special_section_position = special_info.get(consts.POSITION_KEY, {})
        #             special_section_angle = special_info.get(consts.ANGLE_KEY, 0)
        #             try:
        #                 last_img = img_process(special_section_img_path, special_section_position,
        #                                        special_section_angle)
        #             except Exception as e:
        #                 field_img_path_dict[field] = special_section_img_path
        #             else:
        #                 pre, suf = os.path.splitext(special_section_img_path)
        #                 try:
        #                     res_field = compare_logic[field][0]
        #                     is_valid, coord_tuple = field_build_coordinates(special_info.get(res_field, {}))
        #                     if is_valid:
        #                         save_path = '{0}_{1}{2}'.format(pre, field, suf)
        #                         field_img = last_img[coord_tuple[0]:coord_tuple[1], coord_tuple[2]:coord_tuple[3], :]
        #                         cv2.imwrite(save_path, field_img)
        #                         field_img_path_dict[field] = save_path
        #                     else:
        #                         field_img_path_dict[field] = special_section_img_path
        #                 except Exception as e:
        #                     field_img_path_dict[field] = special_section_img_path
        #
        #     section_img_path = section_img_info.get(consts.SECTION_IMG_PATH_KEY, '')
        #     if os.path.exists(section_img_path):
        #         failed_field = []
        #         base_img_path = empty_str
        #         for name, _, result, _, img_path, _ in result_field_list:
        #             if result == consts.RESULT_N:
        #                 if special_expiry_date_slice and name == 'idExpiryDate':
        #                     continue
        #                 failed_field.append(name)
        #                 if base_img_path == empty_str:
        #                     base_img_path = img_path
        #         if len(failed_field) > 0:
        #             info = section_img_info.get(consts.ALL_POSITION_KEY, {})
        #             section_position = info.get(consts.POSITION_KEY, {})
        #             section_angle = info.get(consts.ANGLE_KEY, 0)
        #             try:
        #                 last_img = img_process(section_img_path, section_position, section_angle)
        #             except Exception as e:
        #                 for field in failed_field:
        #                     field_img_path_dict[field] = base_img_path
        #             else:
        #                 pre, suf = os.path.splitext(section_img_path)
        #                 for field in failed_field:
        #                     try:
        #                         if license_en == consts.PP_EN:
        #                             res_field = consts.PP_SLICE_MAP[field]
        #                         else:
        #                             res_field = compare_logic[field][0]
        #                         is_valid, coord_tuple = field_build_coordinates(info.get(res_field, {}))
        #                         if is_valid:
        #                             save_path = '{0}_{1}{2}'.format(pre, field, suf)
        #                             field_img = last_img[coord_tuple[0]:coord_tuple[1], coord_tuple[2]:coord_tuple[3],
        #                                         :]
        #                             cv2.imwrite(save_path, field_img)
        #                             field_img_path_dict[field] = save_path
        #                         else:
        #                             field_img_path_dict[field] = base_img_path
        #                     except Exception as e:
        #                         field_img_path_dict[field] = base_img_path

        return result_field_list, field_img_path_dict