Upload app.py
Browse files
app.py
ADDED
@@ -0,0 +1,65 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
|
2 |
+
import streamlit as st
|
3 |
+
import tempfile
|
4 |
+
import os
|
5 |
+
import subprocess
|
6 |
+
import json
|
7 |
+
import time
|
8 |
+
import fitz # PyMuPDF
|
9 |
+
import langextract as lx
|
10 |
+
|
11 |
+
# ------------------ 环境配置 ------------------
|
12 |
+
API_KEY = os.getenv("LANGEXTRACT_API_KEY")
|
13 |
+
if API_KEY:
|
14 |
+
try:
|
15 |
+
lx.configure(api_key=API_KEY)
|
16 |
+
except Exception as e:
|
17 |
+
st.warning(f"⚠️ LangExtract 配置失败:{e}")
|
18 |
+
|
19 |
+
# ------------------ 页面设置 ------------------
|
20 |
+
st.set_page_config(page_title="OCR + LangExtract", page_icon="📄")
|
21 |
+
st.title("📄 OCR + LangExtract Demo")
|
22 |
+
st.caption("上传 ≤ 5 页 PDF → OCR → 结构化提取")
|
23 |
+
|
24 |
+
# ------------------ 文件上传 ------------------
|
25 |
+
uploaded_file = st.file_uploader("选择 PDF 文件(≤ 5 页)", type=["pdf"])
|
26 |
+
|
27 |
+
if uploaded_file is not None:
|
28 |
+
try:
|
29 |
+
with st.spinner("🚀 正在处理 PDF,请稍候..."):
|
30 |
+
# 保存到临时文件
|
31 |
+
with tempfile.NamedTemporaryFile(delete=False, suffix=".pdf") as tmp_file:
|
32 |
+
tmp_file.write(uploaded_file.read())
|
33 |
+
tmp_file_path = tmp_file.name
|
34 |
+
|
35 |
+
# OCR 输出文件路径
|
36 |
+
ocr_output_path = tmp_file_path.replace(".pdf", "_ocr.pdf")
|
37 |
+
|
38 |
+
# 执行 OCRmyPDF(假设已安装)
|
39 |
+
subprocess.run(["ocrmypdf", tmp_file_path, ocr_output_path, "--force-ocr", "--deskew"],
|
40 |
+
check=True, capture_output=True)
|
41 |
+
|
42 |
+
# 提取 OCR 后的文本
|
43 |
+
with fitz.open(ocr_output_path) as doc:
|
44 |
+
text = ""
|
45 |
+
for page in doc:
|
46 |
+
text += page.get_text()
|
47 |
+
|
48 |
+
# 结构化提取
|
49 |
+
result = lx.extract(text=text)
|
50 |
+
|
51 |
+
# 显示结果
|
52 |
+
st.success("✅ 提取完成,以下为结构化内容:")
|
53 |
+
with st.expander("📦 展开查看 JSON"):
|
54 |
+
st.json(result)
|
55 |
+
|
56 |
+
# 提供下载
|
57 |
+
st.download_button("📥 下载 JSON 文件", data=json.dumps(result, indent=2),
|
58 |
+
file_name="result.json", mime="application/json")
|
59 |
+
|
60 |
+
except subprocess.CalledProcessError as e:
|
61 |
+
st.error("❌ OCR 处理失败。请确认文件为扫描件 PDF,且 ocrmypdf 已正确安装。")
|
62 |
+
st.text(e.stderr.decode())
|
63 |
+
|
64 |
+
except Exception as e:
|
65 |
+
st.error(f"❌ 发生错误:{e}")
|