parent
9df91dac94
commit
8be4c60d7e
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@ -103,7 +103,9 @@ class CacheClient:
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try:
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try:
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# 创建缓存数据库连接
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# 创建缓存数据库连接
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self.connection = sqlite3.connect(
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self.connection = sqlite3.connect(
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database=(Path(__file__).parent.resolve() / database), # 当前目录下创建缓存数据库
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database=(
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Path(__file__).parent.resolve() / database
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), # 当前目录下创建缓存数据库
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check_same_thread=False,
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check_same_thread=False,
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timeout=30, # 缓存数据库锁超时时间（单位：秒），默认为30秒，避免并发锁死
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timeout=30, # 缓存数据库锁超时时间（单位：秒），默认为30秒，避免并发锁死
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)
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)
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@ -310,6 +312,7 @@ class Arguments(BaseModel):
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:param stream: 是否启用流式传输
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:param stream: 是否启用流式传输
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:param guid: 全局唯一标识
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:param guid: 全局唯一标识
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"""
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"""
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# 统一资源定位符
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# 统一资源定位符
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url: HttpUrl = Field(default=...)
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url: HttpUrl = Field(default=...)
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# 查询参数
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# 查询参数
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@ -456,17 +459,13 @@ class HTTPClient:
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# 重构表单数据
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# 重构表单数据
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if arguments.get("data") is not None:
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if arguments.get("data") is not None:
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arguments["data"] = {
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arguments["data"] = {
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k: v
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k: v for k, v in arguments["data"].items() if v is not None
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for k, v in arguments["data"].items()
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if v is not None
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}
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}
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# 重构JSON数据
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# 重构JSON数据
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if arguments.get("json_data") is not None:
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if arguments.get("json_data") is not None:
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arguments["json_data"] = {
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arguments["json_data"] = {
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k: v
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k: v for k, v in arguments["json_data"].items() if v is not None
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for k, v in arguments["json_data"].items()
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if v is not None
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}
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}
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# 重构文件数据
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# 重构文件数据
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224
票据理赔自动化/main.py
224
票据理赔自动化/main.py
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@ -26,7 +26,6 @@ from zen import ZenDecision, ZenEngine
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from utils.client import Authenticator, HTTPClient
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from utils.client import Authenticator, HTTPClient
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# from utils.ocr import fuzzy_match
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# from utils.ocr import fuzzy_match
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@ -478,7 +477,12 @@ if __name__ == "__main__":
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# noinspection PyShadowingNames
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# noinspection PyShadowingNames
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def image_recognize(
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def image_recognize(
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image_index, image_guid, image_format, image_base64, insurance_branch, image_type
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image_index,
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image_guid,
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image_format,
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image_base64,
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insurance_branch,
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image_type,
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) -> None:
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) -> None:
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"""
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"""
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影像件识别并整合至赔案档案
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影像件识别并整合至赔案档案
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@ -624,24 +628,26 @@ if __name__ == "__main__":
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url=(url := "https://ai.inspirvision.cn/s/api/ocr/invoiceCheckAll"),
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url=(url := "https://ai.inspirvision.cn/s/api/ocr/invoiceCheckAll"),
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headers={"X-RequestId-Header": image_guid},
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headers={"X-RequestId-Header": image_guid},
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data={
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data={
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"token": authenticator.get_token(servicer="szkt"), # 获取深圳快瞳访问令牌
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"token": authenticator.get_token(
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servicer="szkt"
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), # 获取深圳快瞳访问令牌
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"imgBase64": f"data:image/{image_format.lstrip(".")};base64,{image_base64}",
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"imgBase64": f"data:image/{image_format.lstrip(".")};base64,{image_base64}",
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},
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},
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guid=md5((url + image_guid).encode("utf-8"))
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guid=md5((url + image_guid).encode("utf-8")).hexdigest().upper(),
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.hexdigest()
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.upper(),
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)
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)
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# 若查验为真票或红票则直接整合至赔案档案
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# 若查验成功则直接整合至赔案档案
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if response.get("status") == 200 and response.get("code") == 10000:
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if response.get("status") == 200 and response.get("code") == 10000:
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# noinspection PyTypeChecker
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# noinspection PyTypeChecker
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match response["data"]["productCode"]:
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match response["data"]["productCode"]:
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# 增值税发票，目前深圳快瞳支持全电和全电纸质增值税发票查验
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# 增值税发票，目前深圳快瞳支持全电和全电纸质增值税发票查验
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case "003082":
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case "003082":
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# noinspection PyTypeChecker
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# noinspection PyTypeChecker
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receipt.update({
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receipt.update(
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{
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"查验状态": (
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"查验状态": (
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"真票"
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"真票"
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if response["data"]["details"]["invoiceTypeNo"] == "0"
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if response["data"]["details"]["invoiceTypeNo"]
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== "0"
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else "红票"
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else "红票"
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),
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),
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"票据号码": response["data"]["details"]["number"],
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"票据号码": response["data"]["details"]["number"],
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"%Y-%m-%d"
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"%Y-%m-%d"
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), # 深圳快瞳票据查验接口中开票日期由字符串（%Y年%m月%d日）转为日期
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), # 深圳快瞳票据查验接口中开票日期由字符串（%Y年%m月%d日）转为日期
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"校验码": response["data"]["details"]["check_code"],
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"校验码": response["data"]["details"]["check_code"],
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"开票金额": Decimal(response["data"]["details"]["total"]).quantize(
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"开票金额": Decimal(
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response["data"]["details"]["total"]
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).quantize(
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Decimal("0.00"),
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Decimal("0.00"),
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rounding=ROUND_HALF_UP,
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rounding=ROUND_HALF_UP,
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), # 深圳快瞳票据查验接口中开票金额由字符串转为Decimal，保留两位小数
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), # 深圳快瞳票据查验接口中开票金额由字符串转为Decimal，保留两位小数
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"姓名": response["data"]["details"]["buyer"],
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"姓名": response["data"]["details"]["buyer"],
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"购药及就医机构": response["data"]["details"]["seller"],
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"备注": (
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"备注": (
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response["data"]["details"]["remark"]
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response["data"]["details"]["remark"]
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if response["data"]["details"]["remark"]
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if response["data"]["details"]["remark"]
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else None
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else None
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), # 深圳快瞳票据查验接口中明细规则由空字符转为None
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), # 深圳快瞳票据查验接口中明细规则由空字符转为None
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"单位": (
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"单位": (
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item["unit"]
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item["unit"] if item["unit"] else None
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if item["unit"]
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else None
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), # 深圳快瞳票据查验接口中明细单位由空字符转为None
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), # 深圳快瞳票据查验接口中明细单位由空字符转为None
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"数量": (Decimal(item["quantity"]).quantize(
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"数量": (
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Decimal(item["quantity"]).quantize(
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Decimal("0.00"),
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Decimal("0.00"),
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rounding=ROUND_HALF_UP,
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rounding=ROUND_HALF_UP,
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)
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)
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rounding=ROUND_HALF_UP,
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rounding=ROUND_HALF_UP,
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), # 深圳快瞳票据查验接口中明细金额税额由字符串转为Decimal，保留两位小数，求和
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), # 深圳快瞳票据查验接口中明细金额税额由字符串转为Decimal，保留两位小数，求和
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}
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}
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for item in response["data"]["details"].get("items", [])
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for item in response["data"]["details"].get(
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"items", []
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)
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],
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],
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})
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"购药及就医机构": (
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institution := response["data"]["details"]["seller"]
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),
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}
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)
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# 门诊/住院收费票据
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# 门诊/住院收费票据
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case "003081":
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case "003081":
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# noinspection PyTypeChecker
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# noinspection PyTypeChecker
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receipt.update({
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receipt.update(
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{
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"查验状态": (
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"查验状态": (
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"真票"
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"真票"
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if response["data"]["flushedRed"] == "true"
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if response["data"]["flushedRed"] == "true"
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if response["data"]["billCode"]
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if response["data"]["billCode"]
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else None
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else None
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), # 部分地区医疗收费票据无发票代码，深圳快瞳票据查验接口中票据代码由空字符转为None
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), # 部分地区医疗收费票据无发票代码，深圳快瞳票据查验接口中票据代码由空字符转为None
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"开票日期": parse(response["data"][
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"开票日期": parse(
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"invoiceDate"
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response["data"]["invoiceDate"]
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]).strftime(
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).strftime(
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"%Y-%m-%d"
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"%Y-%m-%d"
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), # 深圳快瞳票据查验接口中开票日期由字符串（%Y-%m-%d）转为日期
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), # 深圳快瞳票据查验接口中开票日期由字符串（%Y-%m-%d）转为日期
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"校验码": response["data"]["checkCode"],
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"校验码": response["data"]["checkCode"],
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"票据金额": Decimal(response["data"]["amount"]).quantize(
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"票据金额": Decimal(
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response["data"]["amount"]
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).quantize(
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Decimal("0.00"),
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Decimal("0.00"),
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rounding=ROUND_HALF_UP,
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rounding=ROUND_HALF_UP,
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),
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),
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"姓名": response["data"]["payer"],
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"姓名": response["data"]["payer"],
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"购药及就医机构": response["data"]["receivablesInstitution"],
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"购药及就医机构": response["data"][
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"receivablesInstitution"
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],
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"医保支付": format(
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"医保支付": format(
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Decimal(
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Decimal(
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response["data"].get("medicarePay", "0.00")
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response["data"].get("medicarePay", "0.00")
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@ -766,7 +780,9 @@ if __name__ == "__main__":
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), # 深圳快瞳票据查验中就部分地区无自付一
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), # 深圳快瞳票据查验中就部分地区无自付一
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"自付二": format(
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"自付二": format(
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Decimal(
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Decimal(
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response["data"].get("classificationPays", "0.00")
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response["data"].get(
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"classificationPays", "0.00"
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)
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).quantize(
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).quantize(
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Decimal("0.00"),
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Decimal("0.00"),
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rounding=ROUND_HALF_UP,
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rounding=ROUND_HALF_UP,
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@ -784,7 +800,11 @@ if __name__ == "__main__":
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),
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),
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"住院日期": (
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"住院日期": (
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parse(date.split("-")[0]).strftime("%Y-%m-%d")
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parse(date.split("-")[0]).strftime("%Y-%m-%d")
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if (date := response["data"].get("hospitalizationDate"))
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if (
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date := response["data"].get(
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"hospitalizationDate"
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)
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)
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else None
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else None
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), # 深圳快瞳票据查验中就收费票据住院日期格式为%Y%m%d-%Y%m%d，即住院日期-出院日期
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), # 深圳快瞳票据查验中就收费票据住院日期格式为%Y%m%d-%Y%m%d，即住院日期-出院日期
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"出院日期": (
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"出院日期": (
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@ -817,15 +837,18 @@ if __name__ == "__main__":
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}
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}
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for item in response["data"]["feedetails"]
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for item in response["data"]["feedetails"]
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],
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],
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})
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}
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)
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# 若查验为假票或无法查验
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else:
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if response.get("status") == 400 and (
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response.get("code") == 10100 or response.get("code") == 10001
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):
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receipt["查验结果"] = "假票"
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else:
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receipt["查验结果"] = "无法查验"
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try:
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# 若请求深圳快瞳票据查验接口或解析发生异常，则根据影像件类型请求深圳快瞳增值税发票/收费票据识别接口
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# 影像件类型
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image_type = kwargs.get("image_type", globals()["image_type"])
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if image_type is None:
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return None
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match image_type:
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match image_type:
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case "增值税发票":
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case "增值税发票":
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@ -837,12 +860,14 @@ if __name__ == "__main__":
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),
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),
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headers={"X-RequestId-Header": image_guid},
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headers={"X-RequestId-Header": image_guid},
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data={
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data={
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"token": globals()["authenticator"].get_token(
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"token": globals()[
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servicer="szkt"
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"authenticator"
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),
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].get_token(servicer="szkt"),
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"imgBase64": f"data:image/{image_format};base64,{image_base64}",
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"imgBase64": f"data:image/{image_format};base64,{image_base64}",
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},
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},
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guid=hashlib.md5((url + image_guid).encode("utf-8"))
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guid=hashlib.md5(
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(url + image_guid).encode("utf-8")
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)
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.hexdigest()
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.hexdigest()
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.upper(),
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.upper(),
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)
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)
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@ -865,9 +890,9 @@ if __name__ == "__main__":
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"票据号码": (number := data.get("发票号码")),
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"票据号码": (number := data.get("发票号码")),
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"票据代码": data.get("发票代码"),
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"票据代码": data.get("发票代码"),
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"开票日期": (
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"开票日期": (
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datetime.strptime(date, "%Y年%m月%d日").strftime(
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datetime.strptime(
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"%Y-%m-%d"
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date, "%Y年%m月%d日"
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)
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).strftime("%Y-%m-%d")
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if re.match(
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if re.match(
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r"\d{4}年\d{1,2}月\d{1,2}日",
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r"\d{4}年\d{1,2}月\d{1,2}日",
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(date := data.get("开票日期")),
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(date := data.get("开票日期")),
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@ -893,14 +918,18 @@ if __name__ == "__main__":
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".2f",
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".2f",
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),
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),
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"备注": (
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"备注": (
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remark if (remark := data.get("备注")) else None
|
remark
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|
if (remark := data.get("备注"))
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|
else None
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),
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),
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"项目": (
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"项目": (
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[
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[
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{
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{
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"名称": name,
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"名称": name,
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"规格": (
|
"规格": (
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specification if specification else None
|
specification
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|
if specification
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|
else None
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),
|
),
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"单位": unit if unit else None,
|
"单位": unit if unit else None,
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"数量": (
|
"数量": (
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|
|
@ -916,7 +945,8 @@ if __name__ == "__main__":
|
||||||
),
|
),
|
||||||
"金额": format(
|
"金额": format(
|
||||||
(
|
(
|
||||||
Decimal(amount) + Decimal(tax)
|
Decimal(amount)
|
||||||
|
+ Decimal(tax)
|
||||||
).quantize(
|
).quantize(
|
||||||
Decimal("0.00"),
|
Decimal("0.00"),
|
||||||
rounding=ROUND_HALF_UP,
|
rounding=ROUND_HALF_UP,
|
||||||
|
|
@ -927,7 +957,9 @@ if __name__ == "__main__":
|
||||||
for name, specification, unit, quantity, amount, tax in zip(
|
for name, specification, unit, quantity, amount, tax in zip(
|
||||||
[
|
[
|
||||||
component["value"]
|
component["value"]
|
||||||
for component in response["data"]
|
for component in response[
|
||||||
|
"data"
|
||||||
|
]
|
||||||
if re.match(
|
if re.match(
|
||||||
r"^项目名称(\d+)?$",
|
r"^项目名称(\d+)?$",
|
||||||
component["desc"],
|
component["desc"],
|
||||||
|
|
@ -935,7 +967,9 @@ if __name__ == "__main__":
|
||||||
],
|
],
|
||||||
[
|
[
|
||||||
component["value"]
|
component["value"]
|
||||||
for component in response["data"]
|
for component in response[
|
||||||
|
"data"
|
||||||
|
]
|
||||||
if re.match(
|
if re.match(
|
||||||
r"^规格型号(\d+)?$",
|
r"^规格型号(\d+)?$",
|
||||||
component["desc"],
|
component["desc"],
|
||||||
|
|
@ -943,7 +977,9 @@ if __name__ == "__main__":
|
||||||
],
|
],
|
||||||
[
|
[
|
||||||
component["value"]
|
component["value"]
|
||||||
for component in response["data"]
|
for component in response[
|
||||||
|
"data"
|
||||||
|
]
|
||||||
if re.match(
|
if re.match(
|
||||||
r"^单位(\d+)?$",
|
r"^单位(\d+)?$",
|
||||||
component["desc"],
|
component["desc"],
|
||||||
|
|
@ -951,7 +987,9 @@ if __name__ == "__main__":
|
||||||
],
|
],
|
||||||
[
|
[
|
||||||
component["value"]
|
component["value"]
|
||||||
for component in response["data"]
|
for component in response[
|
||||||
|
"data"
|
||||||
|
]
|
||||||
if re.match(
|
if re.match(
|
||||||
r"^数量(\d+)?$",
|
r"^数量(\d+)?$",
|
||||||
component["desc"],
|
component["desc"],
|
||||||
|
|
@ -959,7 +997,9 @@ if __name__ == "__main__":
|
||||||
],
|
],
|
||||||
[
|
[
|
||||||
component["value"]
|
component["value"]
|
||||||
for component in response["data"]
|
for component in response[
|
||||||
|
"data"
|
||||||
|
]
|
||||||
if re.match(
|
if re.match(
|
||||||
r"^金额(\d+)?$",
|
r"^金额(\d+)?$",
|
||||||
component["desc"],
|
component["desc"],
|
||||||
|
|
@ -967,7 +1007,9 @@ if __name__ == "__main__":
|
||||||
],
|
],
|
||||||
[
|
[
|
||||||
component["value"]
|
component["value"]
|
||||||
for component in response["data"]
|
for component in response[
|
||||||
|
"data"
|
||||||
|
]
|
||||||
if re.match(
|
if re.match(
|
||||||
r"^税额(\d+)?$",
|
r"^税额(\d+)?$",
|
||||||
component["desc"],
|
component["desc"],
|
||||||
|
|
@ -997,7 +1039,9 @@ if __name__ == "__main__":
|
||||||
for name, quantity, amount in zip(
|
for name, quantity, amount in zip(
|
||||||
[
|
[
|
||||||
component["value"]
|
component["value"]
|
||||||
for component in response["data"]
|
for component in response[
|
||||||
|
"data"
|
||||||
|
]
|
||||||
if re.match(
|
if re.match(
|
||||||
r"^项目名称明细(\d+)?$",
|
r"^项目名称明细(\d+)?$",
|
||||||
component["desc"],
|
component["desc"],
|
||||||
|
|
@ -1005,7 +1049,9 @@ if __name__ == "__main__":
|
||||||
],
|
],
|
||||||
[
|
[
|
||||||
component["value"]
|
component["value"]
|
||||||
for component in response["data"]
|
for component in response[
|
||||||
|
"data"
|
||||||
|
]
|
||||||
if re.match(
|
if re.match(
|
||||||
r"^项目数量明细(\d+)?$",
|
r"^项目数量明细(\d+)?$",
|
||||||
component["desc"],
|
component["desc"],
|
||||||
|
|
@ -1013,7 +1059,9 @@ if __name__ == "__main__":
|
||||||
],
|
],
|
||||||
[
|
[
|
||||||
component["value"]
|
component["value"]
|
||||||
for component in response["data"]
|
for component in response[
|
||||||
|
"data"
|
||||||
|
]
|
||||||
if re.match(
|
if re.match(
|
||||||
r"^项目金额明细(\d+)?$",
|
r"^项目金额明细(\d+)?$",
|
||||||
component["desc"],
|
component["desc"],
|
||||||
|
|
@ -1024,27 +1072,11 @@ if __name__ == "__main__":
|
||||||
),
|
),
|
||||||
"查验状态": "无法查验",
|
"查验状态": "无法查验",
|
||||||
}
|
}
|
||||||
|
|
||||||
# 若查验为假票或无法查验
|
|
||||||
else:
|
|
||||||
if response.get("status") == 400 and (response.get("code") == 10100 or response.get("code") == 10001):
|
|
||||||
receipt["查验结果"] = "假票"
|
|
||||||
else:
|
|
||||||
receipt["查验结果"] = "无法查验"
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
return extraction
|
|
||||||
except:
|
except:
|
||||||
return None
|
pass
|
||||||
|
|
||||||
case _:
|
|
||||||
try:
|
|
||||||
# 请求深圳快瞳收费票据识别接口
|
# 请求深圳快瞳收费票据识别接口
|
||||||
response = globals()["http_client"].post(
|
response = globals()["http_client"].post(
|
||||||
url=(
|
url=(url := "https://ai.inspirvision.cn/s/api/ocr/medical"),
|
||||||
url := "https://ai.inspirvision.cn/s/api/ocr/medical"
|
|
||||||
),
|
|
||||||
headers={"X-RequestId-Header": image_guid},
|
headers={"X-RequestId-Header": image_guid},
|
||||||
data={
|
data={
|
||||||
"token": globals()["authenticator"].get_token(
|
"token": globals()["authenticator"].get_token(
|
||||||
|
|
@ -1058,8 +1090,7 @@ if __name__ == "__main__":
|
||||||
)
|
)
|
||||||
# 若深圳快瞳收费票据识别响应非成功则返回NONE
|
# 若深圳快瞳收费票据识别响应非成功则返回NONE
|
||||||
if not (
|
if not (
|
||||||
response.get("status") == 200
|
response.get("status") == 200 and response.get("code") == 0
|
||||||
and response.get("code") == 0
|
|
||||||
):
|
):
|
||||||
return None
|
return None
|
||||||
|
|
||||||
|
|
@ -1071,9 +1102,7 @@ if __name__ == "__main__":
|
||||||
),
|
),
|
||||||
"票据号码": (
|
"票据号码": (
|
||||||
receipt := (
|
receipt := (
|
||||||
response["data"]["insured"][
|
response["data"]["insured"]["receipt_outpatient"]
|
||||||
"receipt_outpatient"
|
|
||||||
]
|
|
||||||
or response["data"]["insured"][
|
or response["data"]["insured"][
|
||||||
"receipt_hospitalization"
|
"receipt_hospitalization"
|
||||||
]
|
]
|
||||||
|
|
@ -1089,9 +1118,7 @@ if __name__ == "__main__":
|
||||||
], # 深圳快瞳收费票据识别中就开票日期格式为%Y-%m-%d
|
], # 深圳快瞳收费票据识别中就开票日期格式为%Y-%m-%d
|
||||||
"校验码": fuzzy_match(
|
"校验码": fuzzy_match(
|
||||||
target="校验码",
|
target="校验码",
|
||||||
components=receipt["global_detail"][
|
components=receipt["global_detail"]["region_specific"],
|
||||||
"region_specific"
|
|
||||||
],
|
|
||||||
specify_key="name",
|
specify_key="name",
|
||||||
return_key="word.value",
|
return_key="word.value",
|
||||||
),
|
),
|
||||||
|
|
@ -1145,9 +1172,7 @@ if __name__ == "__main__":
|
||||||
),
|
),
|
||||||
".2f",
|
".2f",
|
||||||
)
|
)
|
||||||
if isinstance(
|
if isinstance((field := receipt.get("self_pay")), dict)
|
||||||
(field := receipt.get("self_pay")), dict
|
|
||||||
)
|
|
||||||
else None
|
else None
|
||||||
),
|
),
|
||||||
"自付一": (
|
"自付一": (
|
||||||
|
|
@ -1184,27 +1209,21 @@ if __name__ == "__main__":
|
||||||
),
|
),
|
||||||
".2f",
|
".2f",
|
||||||
)
|
)
|
||||||
if isinstance(
|
if isinstance(field := (receipt.get("self_cost")), dict)
|
||||||
field := (receipt.get("self_cost")), dict
|
|
||||||
)
|
|
||||||
else None
|
else None
|
||||||
),
|
),
|
||||||
"住院日期": (
|
"住院日期": (
|
||||||
datetime.strptime(
|
datetime.strptime(field["value"], "%Y%m%d").strftime(
|
||||||
field["value"], "%Y%m%d"
|
"%Y-%m-%d"
|
||||||
).strftime("%Y-%m-%d")
|
|
||||||
if isinstance(
|
|
||||||
field := (receipt.get("starttime")), dict
|
|
||||||
)
|
)
|
||||||
|
if isinstance(field := (receipt.get("starttime")), dict)
|
||||||
else None
|
else None
|
||||||
),
|
),
|
||||||
"出院日期": (
|
"出院日期": (
|
||||||
datetime.strptime(
|
datetime.strptime(field["value"], "%Y%m%d").strftime(
|
||||||
field["value"], "%Y%m%d"
|
"%Y-%m-%d"
|
||||||
).strftime("%Y-%m-%d")
|
|
||||||
if isinstance(
|
|
||||||
field := (receipt.get("endtime")), dict
|
|
||||||
)
|
)
|
||||||
|
if isinstance(field := (receipt.get("endtime")), dict)
|
||||||
else None
|
else None
|
||||||
),
|
),
|
||||||
"医疗机构类型": receipt["others"][
|
"医疗机构类型": receipt["others"][
|
||||||
|
|
@ -1239,9 +1258,7 @@ if __name__ == "__main__":
|
||||||
),
|
),
|
||||||
".2f",
|
".2f",
|
||||||
)
|
)
|
||||||
if isinstance(
|
if isinstance((field := item["number"]), dict)
|
||||||
(field := item["number"]), dict
|
|
||||||
)
|
|
||||||
else None
|
else None
|
||||||
),
|
),
|
||||||
"金额": (
|
"金额": (
|
||||||
|
|
@ -1355,7 +1372,12 @@ if __name__ == "__main__":
|
||||||
|
|
||||||
# 影像件识别并整合至赔案档案
|
# 影像件识别并整合至赔案档案
|
||||||
image_recognize(
|
image_recognize(
|
||||||
image_index, image_guid, image_format, image_base64, insurance_branch, image_type
|
image_index,
|
||||||
|
image_guid,
|
||||||
|
image_format,
|
||||||
|
image_base64,
|
||||||
|
insurance_branch,
|
||||||
|
image_type,
|
||||||
)
|
)
|
||||||
|
|
||||||
"""
|
"""
|
||||||
|
|
|
||||||
Loading…
Reference in New Issue