详细说明文档抽取中的字段信息结构和处理方法
result.files[].data.fields[]
中,每个字段包含以下属性:
key
: 字段名称(如”发票代码”、“开票日期”等)value
: 字段值(识别出的文本内容)position[]
: 字段在文档中的位置坐标信息, 字段可能跨页或跨行,因此用数组表示{
"page": 0, // 字段所在的页码
"vertices": [ // 四个顶点的坐标 [x1,y1,x2,y2,x3,y3,x4,y4]
100, 200, // 左上角
300, 200, // 右上角
300, 250, // 右下角
100, 250 // 左下角
]
}
import requests
import json
def extract_fields(workspace_id, batch_number, app_id, secret_code):
"""提取文档中的字段信息"""
host = "https://docflow.textin.com"
url = "/api/app-api/sip/platform/v2/file/fetch"
resp = requests.get(
f"{host}{url}",
params={
"workspace_id": workspace_id,
"batch_number": batch_number
},
headers={
"x-ti-app-id": app_id,
"x-ti-secret-code": secret_code
},
timeout=60,
)
if resp.status_code != 200:
print(f"请求失败: {resp.status_code}")
return None
data = resp.json()
for file in data.get("result", {}).get("files", []):
print(f"文件名: {file.get('name')}")
print(f"识别状态: {file.get('recognition_status')}")
# 提取字段信息
fields = file.get("data", {}).get("fields", [])
if fields:
print("\n=== 字段信息 ===")
for field in fields:
key = field.get("key", "")
value = field.get("value", "")
positions = field.get("position", [])
print(f"字段: {key}")
print(f"值: {value}")
# 显示位置信息
for i, pos in enumerate(positions):
page = pos.get("page", 0)
vertices = pos.get("vertices", [])
print(f" 位置 {i+1} (第{page+1}页): {vertices}")
print("-" * 30)
else:
print("未找到字段信息")
return data
# 使用示例
if __name__ == "__main__":
workspace_id = "<your-workspace-id>"
batch_number = "<your-batch-number>"
app_id = "<your-app-id>"
secret_code = "<your-secret-code>"
result = extract_fields(workspace_id, batch_number, app_id, secret_code)
{
"code": 200,
"result": {
"files": [
{
"id": "202412190001",
"name": "invoice.pdf",
"recognition_status": 1,
"data": {
"fields": [
{
"key": "发票代码",
"value": "3100231130",
"position": [
{
"page": 0,
"vertices": [100, 150, 200, 150, 200, 180, 100, 180]
}
]
},
{
"key": "发票号码",
"value": "12345678",
"position": [
{
"page": 0,
"vertices": [250, 150, 320, 150, 320, 180, 250, 180]
}
]
},
{
"key": "开票日期",
"value": "2024年12月19日",
"position": [
{
"page": 0,
"vertices": [400, 150, 500, 150, 500, 180, 400, 180]
}
]
},
{
"key": "购买方名称",
"value": "上海某某科技有限公司",
"position": [
{
"page": 0,
"vertices": [100, 250, 400, 250, 400, 280, 100, 280]
}
]
},
{
"key": "金额",
"value": "1000.00",
"position": [
{
"page": 0,
"vertices": [500, 350, 600, 350, 600, 380, 500, 380]
}
]
}
]
}
}
]
}
}