parent
da52d06fa8
commit
6a286e7c69
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@ -22,7 +22,7 @@ from dateutil.parser import parse
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from jinja2 import Environment, FileSystemLoader
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from zen import ZenDecision, ZenEngine
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from utils.client import Authenticator, HTTPClient, CacheClient
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from utils.client import Authenticator, HTTPClient
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# from utils.ocr import fuzzy_match
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@ -905,15 +905,6 @@ def common_extraction(**kwargs) -> dict | None:
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return extraction
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# 初始化规则引擎
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def decision(rules_path: Path) -> ZenDecision:
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def loader(path):
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with open(path, "r", encoding="utf-8") as file:
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return file.read()
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return ZenEngine({"loader": loader}).get_decision(rules_path.as_posix())
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def disease_diagnosis(**kwargs) -> str | None:
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"""疾病推定"""
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@ -980,14 +971,26 @@ if __name__ == "__main__":
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# 实例请求客户端
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http_client = HTTPClient(timeout=300, cache_enabled=True) # 使用缓存
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# 初始化影像件识别规则引擎
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recognize_decision = decision(Path("rules/影像件是否需要数据提取.json"))
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# 初始化工作目录地址对象
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directory_path = Path("directory")
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# 若不存在则创建
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directory_path.mkdir(parents=True, exist_ok=True)
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def rule_engine(rule_path: Path) -> ZenDecision:
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"""
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本地打开并读取规则文件并实例化规则引擎
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:param rule_path: 规则文件路径对象
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"""
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def loader(path):
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with open(path, "r", encoding="utf-8") as file:
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return file.read()
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return ZenEngine({"loader": loader}).get_decision(rule_path.as_posix())
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# 影像件识别使能
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recognition_enable = rule_engine(Path("rules/影像件识别使能.json"))
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# 初始化JINJA2环境
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environment = Environment(loader=FileSystemLoader("."))
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# 添加DATE过滤器
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@ -1041,7 +1044,7 @@ if __name__ == "__main__":
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return image_guid
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# noinspection PyShadowingNames
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def images_classify(
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def image_classify(
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image_guid: str, image_format: str, image_ndarray: numpy.ndarray
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) -> Optional[Tuple[str, str, str]]:
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"""
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@ -1053,7 +1056,7 @@ if __name__ == "__main__":
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"""
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# noinspection PyShadowingNames
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def images_compress(
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def image_compress(
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image_format, image_ndarray, image_size_specified=2
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) -> Optional[str]:
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"""
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@ -1109,7 +1112,7 @@ if __name__ == "__main__":
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return None
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# 影像件压缩
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image_base64 = images_compress(
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image_base64 = image_compress(
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image_format, image_ndarray, image_size_specified=2
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) # 深圳快瞳要求为2兆字节
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# TODO: 若影像件压缩发生异常则流转至人工处理
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@ -1136,7 +1139,6 @@ if __name__ == "__main__":
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raise RuntimeError("请求深圳快瞳影像件分类接口发生异常")
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# 解析影像件类型
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# TODO: 后续完成居民户口簿、中国港澳台地区及境外护照和医疗费用清单
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# noinspection PyTypeChecker
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match (response["data"]["flag"], response["data"]["type"]):
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case (14, _):
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@ -1183,13 +1185,15 @@ if __name__ == "__main__":
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}[image_orientation],
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)
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# 旋正后影像件再次压缩
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image_base64 = images_compress(
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image_base64 = image_compress(
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image_format, image_ndarray, image_size_specified=2
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)
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# TODO: 若旋正后影像件再次压缩发生异常则流转至人工处理
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if image_base64 is None:
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raise RuntimeError("旋正后影像件再次压缩发生异常")
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global image
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return image_base64, image_type, image_orientation
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# 遍历工作目录中赔案目录并创建赔案档案（模拟自动化域就待自动化任务创建理赔档案）
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@ -1198,7 +1202,9 @@ if __name__ == "__main__":
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# 报案渠道包括：保司定义，例如中银项目包括总行和各地分行驻场报案和普康宝自助报案等
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dossier = {
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"报案层": {
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"保险分公司": "中银保险有限公司广东分公司", # 设定：保险分公司为中银保险有限公司广东分公司
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"保险分公司": (
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insurance_branch := "中银保险有限公司广东分公司"
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), # 设定：保险分公司为中银保险有限公司广东分公司
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"赔案号": (case_number := case_path.stem), # 设定：赔案目录名称为赔案号
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},
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"影像件层": [],
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@ -1234,8 +1240,8 @@ if __name__ == "__main__":
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image_guid := image_serialize(image_format, image_ndarray)
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)
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# 影像件分类并旋正（较初审自动化，无使能检查）
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image_base64, image_type, image_orientation = images_classify(
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# 影像件分类并旋正（较初审自动化无使能检查）
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image_base64, image_type, image_orientation = image_classify(
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image_guid, image_format, image_ndarray
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)
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image["影像件类型"] = image_type
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@ -1243,22 +1249,22 @@ if __name__ == "__main__":
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# 将影像件数据添加至影像件层
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dossier["影像件层"].append(image)
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# 影像件识别
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print(dossier)
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exit()
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# 影像件识别使能检查，若影像件不识别则跳过
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if not recognition_enable.evaluate(
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{
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"insurance_branch": insurance_branch,
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"image_type": image_type,
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}
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)["result"]["recognition_enable"]:
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continue
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print(dossier)
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exit()
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"""
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# 根据保险总公司和影像件类型评估影像件是否需要数据提取，若无需数据提取则跳过该影像件（例如，中银保险有限公司理赔申请书包含户名、开户银行和银行账号，无需识别银行卡）
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if not recognize_decision.evaluate(
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{
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"insurer": (insurer := dossier["赔案层"]["保险总公司"]),
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"image_type": image_type,
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}
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)["result"]["extract"]:
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dossier["影像件层"][-1]["已识别"] = "否，无需识别"
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continue
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# 根据影像件类型匹配影像件数据提取
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# noinspection PyUnreachableCode
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@ -9,8 +9,8 @@
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"id": "a56fc802-839b-4310-999e-054fcfdac452",
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"name": "request",
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"position": {
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"x": 125,
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"y": 265
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"x": 110,
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"y": 114
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}
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},
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{
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@ -21,8 +21,8 @@
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"id": "47992630-e8f6-4475-8307-437dc2b93acd",
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"name": "response",
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"position": {
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"x": 845,
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"y": 235
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"x": 750,
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"y": 114
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}
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},
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{
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@ -30,93 +30,93 @@
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"content": {
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"hitPolicy": "first",
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"rules": [
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{
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"_id": "8e5bf894-22b5-429c-ab9d-1ed541cc562b",
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"_description": "",
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"88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"居民户口簿\"",
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"a2fc744f-930d-43e0-b5cf-824a5928c7f1": "true",
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"edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司广东分公司\""
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},
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{
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"_id": "14b4347e-2d98-4e7f-80c6-2c1f70db7f38",
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"_description": "",
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"88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"居民身份证(正背面)\"",
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"88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"居民身份证(国徽、头像面)\"",
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"a2fc744f-930d-43e0-b5cf-824a5928c7f1": "true",
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"edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司\""
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"edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司广东分公司\""
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},
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{
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"_id": "f01654f5-fa1a-480b-bfbe-a6dc13120aa9",
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"_description": "",
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"88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"居民身份证(正面)\"",
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"a2fc744f-930d-43e0-b5cf-824a5928c7f1": "false",
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"edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司\""
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"88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"居民身份证(国徽面)\"",
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"a2fc744f-930d-43e0-b5cf-824a5928c7f1": "true",
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"edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司广东分公司\""
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},
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{
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"_id": "25cf23fb-c150-4f2a-b896-8ca25f6107e0",
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"_description": "",
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"88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"居民身份证(背面)\"",
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"a2fc744f-930d-43e0-b5cf-824a5928c7f1": "false",
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"edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司\""
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"88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"居民身份证(头像面)\"",
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"a2fc744f-930d-43e0-b5cf-824a5928c7f1": "true",
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"edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司广东分公司\""
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},
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{
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"_id": "87984822-cd34-4819-b83f-78741b5b0b6a",
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"_description": "",
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"88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"中国港澳台地区及境外护照\"",
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"a2fc744f-930d-43e0-b5cf-824a5928c7f1": "true",
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"edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司广东分公司\""
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},
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{
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"_id": "8f414db5-1f47-4814-9c81-7e036f0da92a",
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"_description": "",
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"_description": "中银保险有限公司广东分公司就银行卡不识别",
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"88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"银行卡\"",
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"a2fc744f-930d-43e0-b5cf-824a5928c7f1": "false",
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"edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司\""
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},
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{
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"_id": "c373959c-1b1b-4149-8062-22fb3f0b4eb0",
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"_description": "",
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"88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"增值税发票(电子)\"",
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"a2fc744f-930d-43e0-b5cf-824a5928c7f1": "true",
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"edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司\""
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"edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司广东分公司\""
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},
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{
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"_id": "f64b5e4c-74e3-41ae-96d3-eec72fa512dd",
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"_description": "",
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"88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"增值税发票\"",
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"a2fc744f-930d-43e0-b5cf-824a5928c7f1": "true",
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"edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司\""
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"edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司广东分公司\""
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},
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{
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"_id": "ffdfd273-2c0a-4d49-86f0-a4f20572d522",
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"_description": "",
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"88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"医疗费用清单\"",
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"a2fc744f-930d-43e0-b5cf-824a5928c7f1": "true",
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"edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司广东分公司\""
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},
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{
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"_id": "6120b722-abd9-4f17-a97b-45eaa854961f",
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"_description": "",
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"88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"门诊收费票据(电子)\"",
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"88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"门诊收费票据\"",
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"a2fc744f-930d-43e0-b5cf-824a5928c7f1": "true",
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"edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司\""
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"edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司广东分公司\""
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},
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{
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"_id": "3048396c-b175-44ee-9bcf-8e83aea55280",
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"_description": "",
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"88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"门诊收费票据\"",
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"a2fc744f-930d-43e0-b5cf-824a5928c7f1": "true",
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"edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司\""
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},
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{
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"_id": "11df6fc8-22c4-49fc-a54d-0c529daaba17",
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"_description": "",
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"88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"住院收费票据(电子)\"",
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"a2fc744f-930d-43e0-b5cf-824a5928c7f1": "true",
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"edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司\""
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},
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{
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"_id": "d5983617-093f-460f-a3e2-33054c644dab",
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"_description": "",
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"88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"住院收费票据\"",
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"a2fc744f-930d-43e0-b5cf-824a5928c7f1": "true",
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"edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司\""
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"edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司广东分公司\""
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},
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{
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"_id": "9ff5abf3-516e-4b13-a353-b47b4ee29107",
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"_description": "",
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"88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"理赔申请书\"",
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"a2fc744f-930d-43e0-b5cf-824a5928c7f1": "true",
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"edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司\""
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"edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司广东分公司\""
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},
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{
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"_id": "f0d20445-48f1-4980-8d3d-0173fc906293",
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"_description": "中银保险有限公司其它影像件类型不需要数据抽取",
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"88d06a40-06ea-472b-9f8f-f4daf6468c52": "",
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"_description": "中银保险有限公司就其它影像件类型不识别",
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"88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"其它\"",
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"a2fc744f-930d-43e0-b5cf-824a5928c7f1": "false",
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"edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司\""
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"edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司广东分公司\""
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},
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{
|
||||
"_id": "9ed5dfc9-85c9-4617-9e54-dfdb8c0c2049",
|
||||
"_description": "其它保险总公司、影像件类型不需要数据抽取",
|
||||
"_description": "其它保险分公司所有影像件类型不识别",
|
||||
"88d06a40-06ea-472b-9f8f-f4daf6468c52": "",
|
||||
"a2fc744f-930d-43e0-b5cf-824a5928c7f1": "false",
|
||||
"edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": ""
|
||||
|
|
@ -126,7 +126,7 @@
|
|||
{
|
||||
"id": "edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b",
|
||||
"name": "保险总公司",
|
||||
"field": "insurer"
|
||||
"field": "insurance_branch"
|
||||
},
|
||||
{
|
||||
"id": "88d06a40-06ea-472b-9f8f-f4daf6468c52",
|
||||
|
|
@ -138,7 +138,7 @@
|
|||
{
|
||||
"id": "a2fc744f-930d-43e0-b5cf-824a5928c7f1",
|
||||
"name": "是否识别",
|
||||
"field": "extract"
|
||||
"field": "recognition_enable"
|
||||
}
|
||||
],
|
||||
"passThrough": true,
|
||||
|
|
@ -149,8 +149,8 @@
|
|||
"id": "a1146fe1-b0dd-4efd-b0b7-11e000bc569f",
|
||||
"name": "decisionTable",
|
||||
"position": {
|
||||
"x": 495,
|
||||
"y": 170
|
||||
"x": 430,
|
||||
"y": 114
|
||||
}
|
||||
}
|
||||
],
|
||||
Loading…
Reference in New Issue