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shanxia2.0/backend/scripts/test_aliyun_driving_license_ocr.py
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2026-07-15 08:05:38 +08:00

144 lines
5.0 KiB
Python

#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""本地驾驶证图片 → 阿里云 RecognizeDrivingLicense 冒烟测试。
用法(在 backend 目录):
.ocr-venv/bin/python scripts/test_aliyun_driving_license_ocr.py
.ocr-venv/bin/python scripts/test_aliyun_driving_license_ocr.py ../驾驶证1.png
"""
from __future__ import annotations
import io
import json
import os
import re
import sys
from pathlib import Path
from dotenv import load_dotenv
from PIL import Image
try:
from alibabacloud_ocr_api20210707.client import Client as OcrClient
from alibabacloud_ocr_api20210707 import models as ocr_models
from alibabacloud_tea_openapi import models as open_api_models
from alibabacloud_tea_util import models as util_models
except ImportError as exc:
print('请先安装 SDK: .ocr-venv/bin/pip install alibabacloud_ocr_api20210707 -i https://pypi.tuna.tsinghua.edu.cn/simple')
raise SystemExit(1) from exc
BACKEND_DIR = Path(__file__).resolve().parents[1]
DEFAULT_IMAGE = BACKEND_DIR.parent / '驾驶证1.png'
MAX_UPLOAD_BYTES = 1_500_000
def load_ocr_settings() -> tuple[str, str, str]:
load_dotenv(BACKEND_DIR / '.env')
ak = (os.getenv('ALIYUN_OCR_ACCESS_KEY_ID') or '').strip()
sk = (os.getenv('ALIYUN_OCR_ACCESS_KEY_SECRET') or '').strip()
endpoint = (os.getenv('ALIYUN_OCR_ENDPOINT') or 'ocr-api.cn-hangzhou.aliyuncs.com').strip()
if not ak or not sk:
raise SystemExit('未配置 ALIYUN_OCR_ACCESS_KEY_ID / ALIYUN_OCR_ACCESS_KEY_SECRET')
return ak, sk, endpoint
def compress_image(path: Path) -> bytes:
raw = path.read_bytes()
if len(raw) <= MAX_UPLOAD_BYTES:
print(f'图片大小 {len(raw)} bytes,直接上传')
return raw
print(f'图片较大 ({len(raw)} bytes),压缩到约 {MAX_UPLOAD_BYTES} bytes 以内…')
img = Image.open(io.BytesIO(raw))
if img.mode not in ('RGB', 'L'):
img = img.convert('RGB')
quality = 85
width, height = img.size
buf = io.BytesIO()
while True:
buf.seek(0)
buf.truncate(0)
img.save(buf, format='JPEG', quality=quality, optimize=True)
size = buf.tell()
if size <= MAX_UPLOAD_BYTES or quality <= 40:
print(f'压缩后 {size} bytes (quality={quality}, size={img.size})')
return buf.getvalue()
quality -= 10
if size > MAX_UPLOAD_BYTES * 1.5:
width = int(width * 0.85)
height = int(height * 0.85)
img = img.resize((width, height), Image.Resampling.LANCZOS)
def parse_expire_date(valid_period: str | None) -> str | None:
if not valid_period:
return None
text = str(valid_period).strip()
if '长期' in text:
return None
# 支持: 2017-01-26至2027-01-26 / 2017.01.26-2027.01.26 / 2017.01.26至2027.01.26
m = re.search(
r'(\d{4})[.\-/年](\d{1,2})[.\-/月](\d{1,2}).*?[至\-—~]\s*(\d{4})[.\-/年](\d{1,2})[.\-/月](\d{1,2})',
text,
)
if m:
y, mo, d = m.group(4), m.group(5), m.group(6)
return f'{int(y):04d}-{int(mo):02d}-{int(d):02d}'
m2 = re.search(r'(\d{4})[.\-/](\d{1,2})[.\-/](\d{1,2})\s*$', text)
if m2:
return f'{int(m2.group(1)):04d}-{int(m2.group(2)):02d}-{int(m2.group(3)):02d}'
return None
def main() -> None:
image_path = Path(sys.argv[1]).expanduser().resolve() if len(sys.argv) > 1 else DEFAULT_IMAGE
if not image_path.is_file():
raise SystemExit(f'图片不存在: {image_path}')
ak, sk, endpoint = load_ocr_settings()
image_bytes = compress_image(image_path)
client = OcrClient(
open_api_models.Config(
access_key_id=ak,
access_key_secret=sk,
endpoint=endpoint,
)
)
request = ocr_models.RecognizeDrivingLicenseRequest(body=io.BytesIO(image_bytes))
runtime = util_models.RuntimeOptions()
print(f'调用 RecognizeDrivingLicense … endpoint={endpoint}')
resp = client.recognize_driving_license_with_options(request, runtime)
body = resp.body
if getattr(body, 'code', None):
print('识别失败:')
print(' code:', body.code)
print(' message:', body.message)
print(' requestId:', getattr(body, 'request_id', None))
raise SystemExit(2)
raw_data = body.data
data = json.loads(raw_data) if isinstance(raw_data, str) else raw_data
print('\n===== 原始 Data =====')
print(json.dumps(data, ensure_ascii=False, indent=2))
face = (((data or {}).get('data') or {}).get('face') or {}).get('data') or {}
cert_no = face.get('licenseNumber')
valid_period = face.get('validPeriod')
expire_date = parse_expire_date(valid_period)
print('\n===== 业务回填字段(对应证书表)=====')
print('证号 certNo :', cert_no)
print('有效期原文 :', valid_period)
print('有效期 expireDate:', expire_date)
print('姓名 :', face.get('name'))
print('准驾类型 :', face.get('approvedType'))
print('requestId :', getattr(body, 'request_id', None))
if __name__ == '__main__':
main()