From 6a286e7c69eb85be9771be2af67a721fc29464ac Mon Sep 17 00:00:00 2001 From: liubiren Date: Wed, 10 Dec 2025 21:56:38 +0800 Subject: [PATCH] =?UTF-8?q?=E6=97=A5=E5=B8=B8=E6=9B=B4=E6=96=B0=20from=20N?= =?UTF-8?q?UC?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- 票据理赔自动化/main.py | 72 +++++++------- ...像件是否需要数据提取.json => 影像件识别使能.json} | 96 +++++++++---------- 2 files changed, 87 insertions(+), 81 deletions(-) rename 票据理赔自动化/rules/{影像件是否需要数据提取.json => 影像件识别使能.json} (76%) diff --git a/票据理赔自动化/main.py b/票据理赔自动化/main.py index 50dc5aa..e86fdb2 100644 --- a/票据理赔自动化/main.py +++ b/票据理赔自动化/main.py @@ -22,7 +22,7 @@ from dateutil.parser import parse from jinja2 import Environment, FileSystemLoader from zen import ZenDecision, ZenEngine -from utils.client import Authenticator, HTTPClient, CacheClient +from utils.client import Authenticator, HTTPClient # from utils.ocr import fuzzy_match @@ -905,15 +905,6 @@ def common_extraction(**kwargs) -> dict | None: return extraction -# 初始化规则引擎 -def decision(rules_path: Path) -> ZenDecision: - def loader(path): - with open(path, "r", encoding="utf-8") as file: - return file.read() - - return ZenEngine({"loader": loader}).get_decision(rules_path.as_posix()) - - def disease_diagnosis(**kwargs) -> str | None: """疾病推定""" @@ -980,14 +971,26 @@ if __name__ == "__main__": # 实例请求客户端 http_client = HTTPClient(timeout=300, cache_enabled=True) # 使用缓存 - # 初始化影像件识别规则引擎 - recognize_decision = decision(Path("rules/影像件是否需要数据提取.json")) - # 初始化工作目录地址对象 directory_path = Path("directory") # 若不存在则创建 directory_path.mkdir(parents=True, exist_ok=True) + def rule_engine(rule_path: Path) -> ZenDecision: + """ + 本地打开并读取规则文件并实例化规则引擎 + :param rule_path: 规则文件路径对象 + """ + + def loader(path): + with open(path, "r", encoding="utf-8") as file: + return file.read() + + return ZenEngine({"loader": loader}).get_decision(rule_path.as_posix()) + + # 影像件识别使能 + recognition_enable = rule_engine(Path("rules/影像件识别使能.json")) + # 初始化JINJA2环境 environment = Environment(loader=FileSystemLoader(".")) # 添加DATE过滤器 @@ -1041,7 +1044,7 @@ if __name__ == "__main__": return image_guid # noinspection PyShadowingNames - def images_classify( + def image_classify( image_guid: str, image_format: str, image_ndarray: numpy.ndarray ) -> Optional[Tuple[str, str, str]]: """ @@ -1053,7 +1056,7 @@ if __name__ == "__main__": """ # noinspection PyShadowingNames - def images_compress( + def image_compress( image_format, image_ndarray, image_size_specified=2 ) -> Optional[str]: """ @@ -1109,7 +1112,7 @@ if __name__ == "__main__": return None # 影像件压缩 - image_base64 = images_compress( + image_base64 = image_compress( image_format, image_ndarray, image_size_specified=2 ) # 深圳快瞳要求为2兆字节 # TODO: 若影像件压缩发生异常则流转至人工处理 @@ -1136,7 +1139,6 @@ if __name__ == "__main__": raise RuntimeError("请求深圳快瞳影像件分类接口发生异常") # 解析影像件类型 - # 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 # noinspection PyTypeChecker match (response["data"]["flag"], response["data"]["type"]): case (14, _): @@ -1183,13 +1185,15 @@ if __name__ == "__main__": }[image_orientation], ) # 旋正后影像件再次压缩 - image_base64 = images_compress( + image_base64 = image_compress( image_format, image_ndarray, image_size_specified=2 ) # TODO: 若旋正后影像件再次压缩发生异常则流转至人工处理 if image_base64 is None: raise RuntimeError("旋正后影像件再次压缩发生异常") + global image + return image_base64, image_type, image_orientation # 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） @@ -1198,7 +1202,9 @@ if __name__ == "__main__": # 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 dossier = { "报案层": { - "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 + "保险分公司": ( + insurance_branch := "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 "赔案号": (case_number := case_path.stem), # 设定：赔案目录名称为赔案号 }, "影像件层": [], @@ -1234,8 +1240,8 @@ if __name__ == "__main__": image_guid := image_serialize(image_format, image_ndarray) ) - # 影像件分类并旋正（较初审自动化，无使能检查） - image_base64, image_type, image_orientation = images_classify( + # 影像件分类并旋正（较初审自动化无使能检查） + image_base64, image_type, image_orientation = image_classify( image_guid, image_format, image_ndarray ) image["影像件类型"] = image_type @@ -1243,22 +1249,22 @@ if __name__ == "__main__": # 将影像件数据添加至影像件层 dossier["影像件层"].append(image) - # 影像件识别 + print(dossier) + exit() + + # 影像件识别使能检查，若影像件不识别则跳过 + if not recognition_enable.evaluate( + { + "insurance_branch": insurance_branch, + "image_type": image_type, + } + )["result"]["recognition_enable"]: + continue - print(dossier) - exit() """ - # 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） - if not recognize_decision.evaluate( - { - "insurer": (insurer := dossier["赔案层"]["保险总公司"]), - "image_type": image_type, - } - )["result"]["extract"]: - dossier["影像件层"][-1]["已识别"] = "否，无需识别" - continue + # 根据影像件类型匹配影像件数据提取 # noinspection PyUnreachableCode diff --git a/票据理赔自动化/rules/影像件是否需要数据提取.json b/票据理赔自动化/rules/影像件识别使能.json similarity index 76% rename from 票据理赔自动化/rules/影像件是否需要数据提取.json rename to 票据理赔自动化/rules/影像件识别使能.json index b762e19..7338f35 100644 --- a/票据理赔自动化/rules/影像件是否需要数据提取.json +++ b/票据理赔自动化/rules/影像件识别使能.json @@ -9,8 +9,8 @@ "id": "a56fc802-839b-4310-999e-054fcfdac452", "name": "request", "position": { - "x": 125, - "y": 265 + "x": 110, + "y": 114 } }, { @@ -21,8 +21,8 @@ "id": "47992630-e8f6-4475-8307-437dc2b93acd", "name": "response", "position": { - "x": 845, - "y": 235 + "x": 750, + "y": 114 } }, { @@ -30,93 +30,93 @@ "content": { "hitPolicy": "first", "rules": [ + { + "_id": "8e5bf894-22b5-429c-ab9d-1ed541cc562b", + "_description": "", + "88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"居民户口簿\"", + "a2fc744f-930d-43e0-b5cf-824a5928c7f1": "true", + "edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司广东分公司\"" + }, { "_id": "14b4347e-2d98-4e7f-80c6-2c1f70db7f38", "_description": "", - "88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"居民身份证(正背面)\"", + "88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"居民身份证(国徽、头像面)\"", "a2fc744f-930d-43e0-b5cf-824a5928c7f1": "true", - "edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司\"" + "edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司广东分公司\"" }, { "_id": "f01654f5-fa1a-480b-bfbe-a6dc13120aa9", "_description": "", - "88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"居民身份证(正面)\"", - "a2fc744f-930d-43e0-b5cf-824a5928c7f1": "false", - "edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司\"" + "88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"居民身份证(国徽面)\"", + "a2fc744f-930d-43e0-b5cf-824a5928c7f1": "true", + "edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司广东分公司\"" }, { "_id": "25cf23fb-c150-4f2a-b896-8ca25f6107e0", "_description": "", - "88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"居民身份证(背面)\"", - "a2fc744f-930d-43e0-b5cf-824a5928c7f1": "false", - "edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司\"" + "88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"居民身份证(头像面)\"", + "a2fc744f-930d-43e0-b5cf-824a5928c7f1": "true", + "edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司广东分公司\"" + }, + { + "_id": "87984822-cd34-4819-b83f-78741b5b0b6a", + "_description": "", + "88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"中国港澳台地区及境外护照\"", + "a2fc744f-930d-43e0-b5cf-824a5928c7f1": "true", + "edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司广东分公司\"" }, { "_id": "8f414db5-1f47-4814-9c81-7e036f0da92a", - "_description": "", + "_description": "中银保险有限公司广东分公司就银行卡不识别", "88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"银行卡\"", "a2fc744f-930d-43e0-b5cf-824a5928c7f1": "false", - "edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司\"" - }, - { - "_id": "c373959c-1b1b-4149-8062-22fb3f0b4eb0", - "_description": "", - "88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"增值税发票(电子)\"", - "a2fc744f-930d-43e0-b5cf-824a5928c7f1": "true", - "edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司\"" + "edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司广东分公司\"" }, { "_id": "f64b5e4c-74e3-41ae-96d3-eec72fa512dd", "_description": "", "88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"增值税发票\"", "a2fc744f-930d-43e0-b5cf-824a5928c7f1": "true", - "edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司\"" + "edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司广东分公司\"" + }, + { + "_id": "ffdfd273-2c0a-4d49-86f0-a4f20572d522", + "_description": "", + "88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"医疗费用清单\"", + "a2fc744f-930d-43e0-b5cf-824a5928c7f1": "true", + "edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司广东分公司\"" }, { "_id": "6120b722-abd9-4f17-a97b-45eaa854961f", "_description": "", - "88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"门诊收费票据(电子)\"", + "88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"门诊收费票据\"", "a2fc744f-930d-43e0-b5cf-824a5928c7f1": "true", - "edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司\"" + "edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司广东分公司\"" }, { "_id": "3048396c-b175-44ee-9bcf-8e83aea55280", "_description": "", - "88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"门诊收费票据\"", - "a2fc744f-930d-43e0-b5cf-824a5928c7f1": "true", - "edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司\"" - }, - { - "_id": "11df6fc8-22c4-49fc-a54d-0c529daaba17", - "_description": "", - "88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"住院收费票据(电子)\"", - "a2fc744f-930d-43e0-b5cf-824a5928c7f1": "true", - "edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司\"" - }, - { - "_id": "d5983617-093f-460f-a3e2-33054c644dab", - "_description": "", "88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"住院收费票据\"", "a2fc744f-930d-43e0-b5cf-824a5928c7f1": "true", - "edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司\"" + "edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司广东分公司\"" }, { "_id": "9ff5abf3-516e-4b13-a353-b47b4ee29107", "_description": "", "88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"理赔申请书\"", "a2fc744f-930d-43e0-b5cf-824a5928c7f1": "true", - "edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司\"" + "edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司广东分公司\"" }, { "_id": "f0d20445-48f1-4980-8d3d-0173fc906293", - "_description": "中银保险有限公司其它影像件类型不需要数据抽取", - "88d06a40-06ea-472b-9f8f-f4daf6468c52": "", + "_description": "中银保险有限公司就其它影像件类型不识别", + "88d06a40-06ea-472b-9f8f-f4daf6468c52": "\"其它\"", "a2fc744f-930d-43e0-b5cf-824a5928c7f1": "false", - "edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司\"" + "edfeddf0-41bd-4cb7-8cb2-a3c4afa7fc3b": "\"中银保险有限公司广东分公司\"" }, { "_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 } } ],