Upload 2 files
Browse files- app.py +366 -0
- requirements.txt +5 -0
app.py
ADDED
@@ -0,0 +1,366 @@
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1 |
+
import base64
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2 |
+
import io
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3 |
+
import json
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4 |
+
import os
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5 |
+
import re
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6 |
+
import tempfile
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7 |
+
import zipfile
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8 |
+
from datetime import datetime
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9 |
+
from pathlib import Path
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10 |
+
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11 |
+
import gradio as gr
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12 |
+
import requests
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13 |
+
from PIL import Image
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14 |
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import pdf2image
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15 |
+
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16 |
+
API_URL = "https://t707h6d9q6oftbx3.aistudio-app.com/layout-parsing"
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17 |
+
TOKEN = os.getenv("API_TOKEN", "c9e4aaf9634724e215690ba66a66dbdbdf3222a2")
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18 |
+
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19 |
+
CSS = """
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20 |
+
:root {
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21 |
+
--sand-color: #FAF9F6;
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22 |
+
--white: #ffffff;
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23 |
+
--shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
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24 |
+
--text-color: #FAF9F6;
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25 |
+
--black:#000000;
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26 |
+
}
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27 |
+
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28 |
+
body {
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29 |
+
display: flex;
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30 |
+
justify-content: center;
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31 |
+
background-color: var(--sand-color);
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32 |
+
color: var(--text-color);
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33 |
+
}
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34 |
+
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35 |
+
.gradio-container {
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36 |
+
max-width: 1200px;
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37 |
+
width: 100%;
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38 |
+
margin: 20px auto;
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39 |
+
padding: 20px;
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40 |
+
background-color: var(--white);
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41 |
+
border-radius: 8px;
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42 |
+
box-shadow: var(--shadow);
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43 |
+
}
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44 |
+
|
45 |
+
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46 |
+
#component-0,
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47 |
+
#tabs,
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48 |
+
#settings {
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49 |
+
background-color: var(--white) !important;
|
50 |
+
border-radius: 8px;
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51 |
+
padding: 15px;
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52 |
+
}
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53 |
+
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54 |
+
.upload-section {
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55 |
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width: 100%;
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56 |
+
max-width: 600px;
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57 |
+
margin: 0 auto 30px;
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58 |
+
padding: 20px;
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59 |
+
background-color: var(--sand-color) !important;
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60 |
+
border-radius: 8px;
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61 |
+
box-shadow: var(--shadow);
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62 |
+
}
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63 |
+
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64 |
+
.center-content {
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65 |
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display: flex;
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66 |
+
flex-direction: column;
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67 |
+
align-items: center;
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68 |
+
text-align: center;
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69 |
+
margin-bottom: 20px;
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70 |
+
}
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71 |
+
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72 |
+
.header {
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73 |
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margin-bottom: 30px;
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74 |
+
}
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75 |
+
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76 |
+
.result-container,
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77 |
+
.pdf-preview,
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78 |
+
.markdown-result,
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79 |
+
.download-section {
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80 |
+
background-color: var(--white);
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81 |
+
border-radius: 8px;
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82 |
+
box-shadow: var(--shadow);
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83 |
+
padding: 20px;
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84 |
+
}
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85 |
+
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86 |
+
.result-container {
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87 |
+
display: flex;
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88 |
+
gap: 20px;
|
89 |
+
margin-bottom: 30px;
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90 |
+
}
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91 |
+
|
92 |
+
.pdf-preview, .markdown-result {
|
93 |
+
flex: 1;
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94 |
+
}
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95 |
+
|
96 |
+
button {
|
97 |
+
background-color: var(--text-color) !important;
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98 |
+
color: var(--black) !important;
|
99 |
+
border: none !important;
|
100 |
+
border-radius: 4px;
|
101 |
+
padding: 8px 16px;
|
102 |
+
}
|
103 |
+
|
104 |
+
button:hover {
|
105 |
+
opacity: 0.8 !important;
|
106 |
+
}
|
107 |
+
|
108 |
+
.radio-group {
|
109 |
+
margin-bottom: 15px !important;
|
110 |
+
}
|
111 |
+
|
112 |
+
.file-download {
|
113 |
+
margin-top: 15px !important;
|
114 |
+
}
|
115 |
+
.loader {
|
116 |
+
border: 5px solid #f3f3f3;
|
117 |
+
border-top: 5px solid #3498db;
|
118 |
+
border-radius: 50%;
|
119 |
+
width: 50px;
|
120 |
+
height: 50px;
|
121 |
+
animation: spin 1s linear infinite;
|
122 |
+
margin: 20px auto;
|
123 |
+
}
|
124 |
+
|
125 |
+
@keyframes spin {
|
126 |
+
0% { transform: rotate(0deg); }
|
127 |
+
100% { transform: rotate(360deg); }
|
128 |
+
}
|
129 |
+
|
130 |
+
.loader-container {
|
131 |
+
text-align: center;
|
132 |
+
margin: 20px 0;
|
133 |
+
}
|
134 |
+
"""
|
135 |
+
|
136 |
+
|
137 |
+
def clean_markdown_text(text):
|
138 |
+
if not text:
|
139 |
+
return ""
|
140 |
+
text = re.sub(r'<[^>]+>', '', text)
|
141 |
+
text = re.sub(r'\n{3,}', '\n\n', text)
|
142 |
+
return text.strip()
|
143 |
+
|
144 |
+
|
145 |
+
def pdf_to_images(pdf_path):
|
146 |
+
try:
|
147 |
+
images = pdf2image.convert_from_path(pdf_path)
|
148 |
+
return [image for image in images]
|
149 |
+
except:
|
150 |
+
return None
|
151 |
+
|
152 |
+
|
153 |
+
def process_file(file_path, file_type):
|
154 |
+
try:
|
155 |
+
with open(file_path, "rb") as f:
|
156 |
+
file_bytes = f.read()
|
157 |
+
|
158 |
+
file_data = base64.b64encode(file_bytes).decode("ascii")
|
159 |
+
headers = {
|
160 |
+
"Authorization": f"token {TOKEN}",
|
161 |
+
"Content-Type": "application/json"
|
162 |
+
}
|
163 |
+
|
164 |
+
response = requests.post(
|
165 |
+
API_URL,
|
166 |
+
json={"file": file_data, "fileType": 0 if file_type == "pdf" else 1},
|
167 |
+
headers=headers,
|
168 |
+
timeout=60
|
169 |
+
)
|
170 |
+
response.raise_for_status()
|
171 |
+
|
172 |
+
result = response.json()
|
173 |
+
layout_results = result.get("result", {}).get("layoutParsingResults", [])
|
174 |
+
|
175 |
+
markdown_contents = []
|
176 |
+
clean_markdown_contents = []
|
177 |
+
for res in layout_results:
|
178 |
+
markdown = res.get("markdown", {})
|
179 |
+
if isinstance(markdown, str):
|
180 |
+
original = markdown
|
181 |
+
elif isinstance(markdown, dict):
|
182 |
+
original = markdown.get("text", "")
|
183 |
+
|
184 |
+
markdown_contents.append(original)
|
185 |
+
clean_markdown_contents.append(clean_markdown_text(original))
|
186 |
+
|
187 |
+
if file_type == "pdf":
|
188 |
+
images = pdf_to_images(file_path)
|
189 |
+
else:
|
190 |
+
images = [Image.open(file_path)]
|
191 |
+
|
192 |
+
return {
|
193 |
+
"original_file": file_path,
|
194 |
+
"markdown_contents": markdown_contents,
|
195 |
+
"clean_markdown_contents": clean_markdown_contents,
|
196 |
+
"pdf_images": images,
|
197 |
+
"api_response": result
|
198 |
+
}
|
199 |
+
|
200 |
+
except Exception as e:
|
201 |
+
raise gr.Error(f"Error processing file: {str(e)}")
|
202 |
+
|
203 |
+
|
204 |
+
def create_zip_file(results):
|
205 |
+
try:
|
206 |
+
timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
|
207 |
+
zip_filename = f"analysis_results_{timestamp}.zip"
|
208 |
+
|
209 |
+
temp_dir = tempfile.mkdtemp()
|
210 |
+
zip_path = os.path.join(temp_dir, zip_filename)
|
211 |
+
|
212 |
+
with zipfile.ZipFile(zip_path, 'w', zipfile.ZIP_DEFLATED) as zipf:
|
213 |
+
original_path = results.get("original_file", "")
|
214 |
+
if original_path and Path(original_path).exists():
|
215 |
+
zipf.write(original_path, f"original/{Path(original_path).name}")
|
216 |
+
|
217 |
+
markdowns = results.get("markdown_contents", [])
|
218 |
+
for i, md_content in enumerate(markdowns):
|
219 |
+
if md_content:
|
220 |
+
zipf.writestr(f"markdown/original/markdown_{i + 1}.md", md_content)
|
221 |
+
|
222 |
+
api_response = results.get("api_response", {})
|
223 |
+
zipf.writestr("api_response.json", json.dumps(api_response, indent=2, ensure_ascii=False))
|
224 |
+
|
225 |
+
return zip_path
|
226 |
+
|
227 |
+
except Exception as e:
|
228 |
+
raise gr.Error(f"Error creating ZIP file: {str(e)}")
|
229 |
+
|
230 |
+
|
231 |
+
def export_markdown(results):
|
232 |
+
try:
|
233 |
+
markdowns = results.get("markdown_contents", [])
|
234 |
+
if not markdowns:
|
235 |
+
raise gr.Error("No markdown content to export")
|
236 |
+
|
237 |
+
timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
|
238 |
+
filename = f"original_markdown_{timestamp}.md"
|
239 |
+
content = "\n\n".join(markdowns)
|
240 |
+
|
241 |
+
temp_dir = tempfile.mkdtemp()
|
242 |
+
file_path = os.path.join(temp_dir, filename)
|
243 |
+
|
244 |
+
with open(file_path, 'w', encoding='utf-8') as f:
|
245 |
+
f.write(content)
|
246 |
+
|
247 |
+
return file_path
|
248 |
+
|
249 |
+
except Exception as e:
|
250 |
+
raise gr.Error(f"Error exporting markdown: {str(e)}")
|
251 |
+
|
252 |
+
|
253 |
+
with gr.Blocks(css=CSS, title="Document Analysis System") as demo:
|
254 |
+
results_state = gr.State()
|
255 |
+
|
256 |
+
with gr.Column(elem_classes=["center-content", "header"]):
|
257 |
+
gr.Markdown("# Document Parsing System")
|
258 |
+
gr.Markdown("### Upload PDF or image files for analysis")
|
259 |
+
|
260 |
+
with gr.Column(elem_classes=["center-content", "upload-section"]):
|
261 |
+
file_type = gr.Radio(
|
262 |
+
["pdf", "image"],
|
263 |
+
label="File type",
|
264 |
+
value="pdf",
|
265 |
+
interactive=True
|
266 |
+
)
|
267 |
+
file_input = gr.File(
|
268 |
+
label="Upload document",
|
269 |
+
file_types=[".pdf", ".jpg", ".jpeg", ".png"],
|
270 |
+
type="filepath"
|
271 |
+
)
|
272 |
+
process_btn = gr.Button("Analyze document", variant="primary")
|
273 |
+
|
274 |
+
# Loading spinner container
|
275 |
+
loading_spinner = gr.Column(
|
276 |
+
visible=False,
|
277 |
+
elem_classes=["loader-container"]
|
278 |
+
)
|
279 |
+
with loading_spinner:
|
280 |
+
gr.HTML("""
|
281 |
+
<div class="loader"></div>
|
282 |
+
<p>Wait...</p>
|
283 |
+
""")
|
284 |
+
|
285 |
+
with gr.Row(elem_classes=["result-container"]):
|
286 |
+
with gr.Column(elem_classes=["pdf-preview"]):
|
287 |
+
gr.Markdown("### Original document preview")
|
288 |
+
pdf_display = gr.Gallery(label="PDF page", show_label=False)
|
289 |
+
|
290 |
+
with gr.Column(elem_classes=["markdown-result"]):
|
291 |
+
with gr.Row(elem_classes=["radio-group"]):
|
292 |
+
display_mode = gr.Radio(
|
293 |
+
["Original Markdown", "Cleaned Text"],
|
294 |
+
label="Display Mode",
|
295 |
+
value="Original Markdown",
|
296 |
+
interactive=True
|
297 |
+
)
|
298 |
+
markdown_display = gr.HTML(label="Analysis Results")
|
299 |
+
|
300 |
+
with gr.Column(elem_classes=["download-section"]):
|
301 |
+
gr.Markdown("### Result Export")
|
302 |
+
with gr.Row():
|
303 |
+
download_md_btn = gr.Button("Download Original Markdown", variant="secondary")
|
304 |
+
download_all_btn = gr.Button("Download Complete Analysis Results (ZIP)", variant="primary")
|
305 |
+
download_file = gr.File(visible=False, label="Download file", elem_classes=["file-download"])
|
306 |
+
|
307 |
+
# Define a function to toggle the loading spinner
|
308 |
+
def toggle_spinner():
|
309 |
+
return gr.update(visible=True)
|
310 |
+
|
311 |
+
|
312 |
+
def hide_spinner():
|
313 |
+
return gr.update(visible=False)
|
314 |
+
|
315 |
+
|
316 |
+
process_btn.click(
|
317 |
+
toggle_spinner,
|
318 |
+
outputs=[loading_spinner]
|
319 |
+
).then(
|
320 |
+
process_file,
|
321 |
+
inputs=[file_input, file_type],
|
322 |
+
outputs=[results_state]
|
323 |
+
).then(
|
324 |
+
hide_spinner,
|
325 |
+
outputs=[loading_spinner]
|
326 |
+
).success(
|
327 |
+
lambda res: res["pdf_images"] if res and res.get("pdf_images") else [],
|
328 |
+
inputs=[results_state],
|
329 |
+
outputs=[pdf_display]
|
330 |
+
).success(
|
331 |
+
lambda res: res["markdown_contents"][0] if res and res.get("markdown_contents") else "",
|
332 |
+
inputs=[results_state],
|
333 |
+
outputs=[markdown_display]
|
334 |
+
)
|
335 |
+
|
336 |
+
display_mode.change(
|
337 |
+
lambda mode, res: (
|
338 |
+
res["markdown_contents"][0] if mode == "原始Markdown"
|
339 |
+
else res["clean_markdown_contents"][0]
|
340 |
+
) if res else "",
|
341 |
+
inputs=[display_mode, results_state],
|
342 |
+
outputs=[markdown_display]
|
343 |
+
)
|
344 |
+
|
345 |
+
download_md_btn.click(
|
346 |
+
export_markdown,
|
347 |
+
inputs=[results_state],
|
348 |
+
outputs=[download_file]
|
349 |
+
).then(
|
350 |
+
lambda x: gr.update(visible=True),
|
351 |
+
inputs=[download_file],
|
352 |
+
outputs=[download_file]
|
353 |
+
)
|
354 |
+
|
355 |
+
download_all_btn.click(
|
356 |
+
create_zip_file,
|
357 |
+
inputs=[results_state],
|
358 |
+
outputs=[download_file]
|
359 |
+
).then(
|
360 |
+
lambda x: gr.update(visible=True),
|
361 |
+
inputs=[download_file],
|
362 |
+
outputs=[download_file]
|
363 |
+
)
|
364 |
+
|
365 |
+
if __name__ == "__main__":
|
366 |
+
demo.launch(server_name="0.0.0.0", server_port=7860)
|
requirements.txt
ADDED
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
gradio>=3.0
|
2 |
+
requests
|
3 |
+
pillow
|
4 |
+
pdf2image
|
5 |
+
python-dotenv
|