compare.py
19.4 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
import json
from . import consts
from common.tools.comparison import cp
empty_str = ''
def get_pos_compare_info(pos_info):
compare_info = {}
application_entity = pos_info.get('applicationEntity', 'AFC')
application_id = pos_info.get('applicationId', '')
application_version = str(pos_info.get('applicationVersion', ''))
first_submission_date = pos_info.get('firstSubmmisonDate', '')
application_id_version = '{0}-{1}'.format(application_id, application_version)
custr_name = custr_id = ''
# 身份证
role_count = 0
individual_cus_info_list = pos_info.get('individualCusInfo', [])
for individual_cus_info in individual_cus_info_list:
role_count += 1
customer_name = individual_cus_info.get('customerName', '').strip()
id_num = individual_cus_info.get('idNum', '')
applicant_type = individual_cus_info.get('applicantType', '')
if applicant_type == 'CUSTR':
custr_name = customer_name
custr_id = id_num
if individual_cus_info.get('idType', '') == consts.ID_TYPE:
field_input = [(consts.ID_FIELDS[0], customer_name),
(consts.ID_FIELDS[1], id_num),
(consts.ID_FIELDS[2], individual_cus_info.get('idExpiryDate', ''))]
compare_info.setdefault(consts.ID_EN, []).append(
(consts.APPLICANT_TYPE_MAP.get(applicant_type, ''), field_input)
)
# 新车发票
vehicle_info = pos_info.get('vehicleInfo', {})
vin_no = vehicle_info.get('vinNo', '')
amount = str(vehicle_info.get('vehicleTransactionAmount', '0.0'))
field_input = [
(consts.MVI_FIELDS[0], vin_no),
(consts.MVI_FIELDS[1], amount),
(consts.MVI_FIELDS[2], custr_name),
(consts.MVI_FIELDS[3], custr_id),
(consts.MVI_FIELDS[4], first_submission_date),
(consts.MVI_FIELDS[5], consts.MVI_FPL_VALUE),
]
compare_info.setdefault(consts.MVI_EN, []).append(field_input)
# 银行卡
bank_info = pos_info.get('bankInfo', {})
bank_status = bank_info.get('bankVerificationStatus', '')
account_no = bank_info.get('accountNo', '')
bank_name = bank_info.get('bankName', '')
account_holder_name = bank_info.get('accountHolderName', '')
if bank_status != 'PASS':
field_input = [
(consts.BC_FIELDS[0], account_no),
(consts.BC_FIELDS[1], bank_name),
(consts.BC_FIELDS[2], consts.BC_TYPE_VALUE) # 是否为借记卡
]
compare_info.setdefault(consts.BC_EN, []).append(field_input)
# 抵押登记豁免函
quotationt_info = pos_info.get('quotationtInfo', {})
if quotationt_info.get('mortgageType', '') == 'MOTGF':
field_input = [
(consts.HMH_FIELDS[0], custr_name),
(consts.HMH_FIELDS[1], custr_id),
(consts.HMH_FIELDS[2], application_id_version),
# 宝马金融(中国)有限公司 先锋国际融资租赁有限公司
(consts.HMH_FIELDS[3], consts.HMH_CHANNEL_MAP.get(application_entity, '')),
(consts.HMH_FIELDS[4], consts.HAVE_CN),
]
compare_info.setdefault(consts.HMH_EN, []).append(field_input)
# 保单
insurance_info = pos_info.get('insuranceInfo', {})
if insurance_info.get('insuranceType') == 'ITCOM':
field_input = [
(consts.BD_FIELDS[0], [custr_name, ]),
(consts.BD_FIELDS[1], [custr_id, ]),
(consts.BD_FIELDS[2], vin_no)
]
compare_info.setdefault(consts.BD_EN, []).append(field_input)
# 合同准备项
# 还款计划表
schedule_list = []
no_sort_tmp_list = quotationt_info.get('monthlyPaymentInfo', [])
no_sort_tmp_list.sort(key=lambda x: x['term'])
for schedule_dict in no_sort_tmp_list:
tmp_str = "{1}{0}{2}".format(consts.SPLIT_STR, str(schedule_dict.get('term', '')),
str(schedule_dict.get('amount', '')))
schedule_list.append(tmp_str)
schedule_list_str = consts.SCHEDULE_SPLIT_STR.join(schedule_list)
# asp
asp_list = []
for asp_info in quotationt_info.get('associatedServiceInfo', []):
asp_list.append(
(
asp_info.get('service', ''),
str(asp_info.get('amount', '0.00')),
str(asp_info.get('financedAmount', '0.00')),
)
)
if len(asp_list) > 0:
asp_list.append(
(
consts.ASP_SUM_NAME,
'',
str(quotationt_info.get('associatedServicePrincipal', 0)),
)
)
# HIL合同
if application_entity in consts.HIL_SET:
# HIL合同 售后回租合同 --------------------------------------------------------------------------------------
# ['合同编号-每页', '车辆识别代码', '还款计划表', '还款账号', '户名', '开户行', 'ASP项目详情']
hil_contract_1_input = [
(consts.HIL_CON_1_FIELDS[0], [application_id_version]),
(consts.HIL_CON_1_FIELDS[1], vin_no),
(consts.HIL_CON_1_FIELDS[2], schedule_list_str),
(consts.HIL_CON_1_FIELDS[3], account_no),
(consts.HIL_CON_1_FIELDS[4], account_holder_name),
(consts.HIL_CON_1_FIELDS[5], bank_name),
]
# asp各项
if len(asp_list) > 0:
hil_contract_1_input.append((consts.HIL_CON_1_FIELDS[6], asp_list))
compare_info.setdefault(consts.HIL_CONTRACT_1_EN, []).append(hil_contract_1_input)
# HIL合同 车辆租赁抵押合同 --------------------------------------------------------------------------------------
# ['合同编号', '合同编号-正文', '车辆识别代码']
hil_contract_2_input = [
(consts.HIL_CON_2_FIELDS[0], application_id_version),
(consts.HIL_CON_2_FIELDS[1], application_id_version),
(consts.HIL_CON_2_FIELDS[2], vin_no),
]
compare_info.setdefault(consts.HIL_CONTRACT_2_EN, []).append(hil_contract_2_input)
# AFC合同
else:
# ['合同编号-每页', '合同编号-每页(no-asp)', '车架号-重要条款', '车架号', '还款账号', '户名', '开户行', '还款计划表',
# 'ASP项目详情-重要条款', 'ASP项目详情', '见证人签字', '见证人日期']
if len(asp_list) > 0:
afc_contract_input = [
(consts.AFC_CON_FIELDS[0], application_id_version),
]
else:
afc_contract_input = [
(consts.AFC_CON_FIELDS[1], application_id_version),
]
afc_contract_input.extend([
(consts.AFC_CON_FIELDS[2], vin_no),
(consts.AFC_CON_FIELDS[3], vin_no),
(consts.AFC_CON_FIELDS[4], account_no),
(consts.AFC_CON_FIELDS[5], account_holder_name),
(consts.AFC_CON_FIELDS[6], bank_name),
(consts.AFC_CON_FIELDS[7], schedule_list_str),
])
if len(asp_list) > 0:
# asp各项
afc_contract_input.append((consts.AFC_CON_FIELDS[8], asp_list))
afc_contract_input.append((consts.AFC_CON_FIELDS[9], asp_list))
afc_contract_input.append((consts.AFC_CON_FIELDS[10], consts.HAVE_CN))
afc_contract_input.append((consts.AFC_CON_FIELDS[11], empty_str))
compare_info.setdefault(consts.AFC_CONTRACT_EN, []).append(afc_contract_input)
afc_contract_qrs_input = [(consts.AFC_CON_QRS_FIELDS[0], '{0}{1}{2}'.format(role_count, consts.SPLIT_STR, application_id_version))]
compare_info.setdefault(consts.AFC_CONTRACT_QRS_EN, []).append(afc_contract_qrs_input)
return compare_info
def pre_compare_process(compare_info, ocr_res_dict, id_res_list):
compare_result = {}
for license_en, items_list in compare_info.items():
if license_en == consts.ID_EN:
for applicant_type, field_list in items_list:
result_list = pre_compare_license_id(license_en, id_res_list, field_list, applicant_type)
compare_result.setdefault(license_en, []).append(result_list)
elif license_en in [consts.HIL_CONTRACT_1_EN, consts.HIL_CONTRACT_2_EN, consts.AFC_CONTRACT_EN]:
for field_list in items_list:
result_list = pre_compare_license_contract(license_en, ocr_res_dict, field_list)
compare_result.setdefault(license_en, []).append(result_list)
elif license_en == consts.AFC_CONTRACT_QRS_EN:
for field_list in items_list:
result_list = pre_compare_license_contract_qrs(license_en, ocr_res_dict, field_list)
compare_result.setdefault(license_en, []).append(result_list)
else:
for field_list in items_list:
result_list = pre_compare_license(license_en, ocr_res_dict, field_list)
compare_result.setdefault(license_en, []).append(result_list)
return compare_result
def pre_compare_license(license_en, ocr_res_dict, field_list):
ocr_field, compare_logic, no_find_comment = consts.PRE_COMPARE_LOGIC_MAP[license_en]
is_find = False
result_field_list = []
ocr_res_str = ocr_res_dict.get(ocr_field)
if ocr_res_str is not None:
ocr_res_list = json.loads(ocr_res_str)
length = len(ocr_res_list)
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 isinstance(ocr_str, str):
result = getattr(cp, compare_logic[name][1])(value, ocr_str, **compare_logic[name][2])
else:
result = consts.RESULT_N
ocr_str = empty_str
if idx == 0 and result == consts.RESULT_N and length > 1:
break
is_find = True
if isinstance(value, list):
value = json.dumps(value, ensure_ascii=False)
result_field_list.append((value, ocr_str, result, compare_logic[name][3]))
if not is_find:
result_field_list.append((empty_str, empty_str, consts.RESULT_N, no_find_comment))
return result_field_list
def pre_compare_license_id(license_en, id_res_list, field_list, applicant_type):
ocr_field, compare_logic, no_find_comment = consts.PRE_COMPARE_LOGIC_MAP[license_en]
is_find = False
result_field_list = []
field_last_idx = len(field_list) - 1
for ca_or_se_idx, ocr_res_str in enumerate(id_res_list):
if is_find:
break
if ocr_res_str is not None:
ocr_res_list = json.loads(ocr_res_str)
length = len(ocr_res_list)
# 身份证、居住证 过期期限特殊处理
expiry_dates = set()
key = compare_logic.get(consts.ID_FIELDS[2])[0]
for ocr_res in ocr_res_list:
if key in ocr_res:
expiry_dates.add(ocr_res[key])
for res_idx in range(length-1, -1, -1):
if is_find:
break
result_field_list.clear()
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:
if ca_or_se_idx == 0:
break
elif length > 1:
break
# 过期期限特殊处理
# N, N1, N2, Y
if name == consts.ID_FIELDS[2] and result == consts.RESULT_N: # 遍历所有背面过期时间
if len(expiry_dates) == 0:
result = consts.RESULT_N1
ocr_str = empty_str
else:
tmp_res_set = set()
for expiry_date in expiry_dates:
expiry_date_res = getattr(cp, compare_logic[name][1])(value, expiry_date,
**compare_logic[name][2])
tmp_res_set.add(expiry_date_res)
if expiry_date_res == consts.RESULT_N1:
result = expiry_date_res
ocr_str = expiry_date
break
else:
ocr_str = empty_str
if consts.RESULT_N2 in tmp_res_set:
result = consts.RESULT_N2
else:
result = consts.RESULT_Y
if ca_or_se_idx == 0:
if name == consts.ID_FIELDS[2]:
if result == consts.RESULT_N or result == consts.RESULT_N1:
break
elif result == consts.RESULT_N:
break
if ca_or_se_idx == 1:
is_find = True
elif idx == field_last_idx:
is_find = True
if isinstance(value, list):
value = json.dumps(value, ensure_ascii=False)
comments = consts.ID_DATE_MAP[result] if name == consts.ID_FIELDS[2] else compare_logic[name][3]
result_field_list.append((value, ocr_str, result, '{0}{1}'.format(applicant_type, comments)))
if not is_find:
result_field_list = [(empty_str, empty_str, consts.RESULT_N, no_find_comment.format(applicant_type))]
return result_field_list
def pre_compare_license_contract(license_en, ocr_res_dict, field_list):
ocr_field, compare_logic, no_find_comment = consts.PRE_COMPARE_LOGIC_MAP[license_en]
result_field_list = []
ocr_res_str = ocr_res_dict.get(ocr_field)
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 field_list:
ocr_str_or_list = ocr_res.get(compare_logic[name][0])
# 见证人日期
if name == consts.AFC_CON_FIELDS[11]:
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)
elif isinstance(ocr_str_or_list, str) or isinstance(ocr_str_or_list, list):
if isinstance(ocr_str_or_list, list):
# no-asp 合同编号-每页(no-asp)
if name == consts.AFC_CON_FIELDS[1]:
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])
else:
result = consts.RESULT_N
ocr_str = empty_str
comments = compare_logic[name][3]
if isinstance(value, list):
value = json.dumps(value, ensure_ascii=False)
result_field_list.append((value, ocr_str, result, comments))
else:
result_field_list.append((empty_str, empty_str, consts.RESULT_N, no_find_comment))
return result_field_list
def pre_compare_license_contract_qrs(license_en, ocr_res_dict, field_list):
ocr_field, compare_logic, no_find_comment = consts.PRE_COMPARE_LOGIC_MAP[license_en]
ocr_res_str = ocr_res_dict.get(ocr_field)
result_field_list = []
if ocr_res_str is not None:
ocr_res_list = json.loads(ocr_res_str)
contract_num_list = []
for qrs_res in ocr_res_list:
contract_num_list.append(qrs_res.get('合同编号', ''))
ocr_res = {
'合同编号': contract_num_list
}
for name, value in field_list:
ocr_str_or_list = ocr_res.get(compare_logic[name][0])
if isinstance(ocr_str_or_list, list):
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])
comments = compare_logic[name][3]
result_field_list.append((value, ocr_str, result, comments))
else:
result_field_list.append((empty_str, empty_str, consts.RESULT_Y, no_find_comment))
return result_field_list
def rebuild_result(compare_result):
# compare_result = {
# "is_pass": True,
# "particulars": [{
# "object_name": "PRC ID",
# "fields": [{
# "input": "张三",
# "ocr": "张三",
# "field_is_pass": True,
# "comments": "身份证姓名与系统不一致"
# }]
# }]
# }
is_pass = True
particulars_list = []
for license_en, items_list in compare_result.items():
for result_field_list in items_list:
field_list = []
for input_str, ocr_str, result, comments in result_field_list:
if result != consts.RESULT_Y:
is_pass = False
field_list.append(
{
'input': input_str,
'ocr': ocr_str,
'field_is_pass': result == consts.RESULT_Y,
'comments': comments,
}
)
particulars_list.append(
{
'object_name': license_en,
'fields': field_list
}
)
rebuild_compare_result = {
'is_pass': is_pass,
'particulars': particulars_list
}
return rebuild_compare_result
def pre_compare(pos_info, ocr_res_dict, id_res_list):
compare_info = get_pos_compare_info(pos_info)
compare_result = pre_compare_process(compare_info, ocr_res_dict, id_res_list)
rebuild_compare_result = rebuild_result(compare_result)
return rebuild_compare_result
def get_empty_result():
empty_result = {
"is_pass": False,
"particulars": [{
"object_name": "",
"fields": [{
"input": "",
"ocr": "",
"field_is_pass": False,
"comments": "预放款结果超时未返回,请直接提交放款"
}]
}]
}
return empty_result