save_articles_to_pdf.py 19 KB

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  1. # save_articles_to_pdf.py
  2. import os
  3. import sys
  4. import re
  5. from datetime import datetime
  6. from reportlab.lib.pagesizes import letter, A4
  7. from reportlab.platypus import SimpleDocTemplate, Paragraph, Spacer, PageBreak, Table, TableStyle
  8. from reportlab.lib.styles import getSampleStyleSheet, ParagraphStyle
  9. from reportlab.lib.enums import TA_JUSTIFY, TA_CENTER, TA_LEFT
  10. from reportlab.lib import colors
  11. from reportlab.lib.units import inch, cm
  12. from reportlab.pdfbase import pdfmetrics
  13. from reportlab.pdfbase.ttfonts import TTFont
  14. import json
  15. # Lisa src kaust Pythoni teele
  16. sys.path.insert(0, os.path.join(os.path.dirname(__file__), 'src'))
  17. from src.weaviate_client import WeaviateClient
  18. def clean_html_tags(text):
  19. """Puhasta tekst HTML/XML siltidest ReportLab-i jaoks"""
  20. if not text:
  21. return ""
  22. # Eemalda kõik HTML/XML siltid
  23. text = re.sub(r'<[^>]+>', '', text)
  24. # Asenda erimärgid ReportLab-ile sobivate märkidega
  25. replacements = {
  26. '&nbsp;': ' ',
  27. '&amp;': '&',
  28. '&lt;': '<',
  29. '&gt;': '>',
  30. '&quot;': '"',
  31. '&#39;': "'",
  32. '&apos;': "'",
  33. '\u00a0': ' ', # mitte-tühik
  34. '\u2026': '...', # ellipsis
  35. '\u2013': '-', # n-sild
  36. '\u2014': '-', # m-sild
  37. '\u2018': "'", # vasak ülakoma
  38. '\u2019': "'", # parem ülakoma
  39. '\u201c': '"', # vasak jutumärk
  40. '\u201d': '"', # parem jutumärk
  41. }
  42. for old, new in replacements.items():
  43. text = text.replace(old, new)
  44. return text
  45. def clean_markdown_for_pdf(text):
  46. """Konverteeri markdown ReportLab-ile sobivaks tekstiks"""
  47. if not text:
  48. return ""
  49. # Kui ei ole string, konverteeri stringiks
  50. if not isinstance(text, str):
  51. text = str(text)
  52. # Eemalda HTML siltid
  53. text = clean_html_tags(text)
  54. # Asenda markdown pealkirjad
  55. text = re.sub(r'#{1,6}\s+', '', text) # Eemalda # pealkirjad
  56. text = re.sub(r'\*\*(.+?)\*\*', r'\1', text) # Asenda **bold** lihtsalt tekstiga
  57. text = re.sub(r'\*(.+?)\*', r'\1', text) # Asenda *italic* lihtsalt tekstiga
  58. text = re.sub(r'__(.+?)__', r'\1', text) # Asenda __underline__ lihtsalt tekstiga
  59. text = re.sub(r'~~(.+?)~~', r'\1', text) # Asenda ~~strikethrough~~ lihtsalt tekstiga
  60. # Asenda loetelud (PARANDATUD: kasuta \\1 mitte \1)
  61. text = re.sub(r'^\s*[-*+]\s+', '• ', text, flags=re.MULTILINE)
  62. text = re.sub(r'^\s*(\d+)\.\s+', r'\1. ', text, flags=re.MULTILINE) # PARANDATUD
  63. # Asenda koodiblokid
  64. text = re.sub(r'```[^`]+```', '', text) # Eemalda koodiblokid
  65. text = re.sub(r'`([^`]+)`', r'[\1]', text) # Asenda inline kood
  66. # Asenda lingid
  67. text = re.sub(r'\[([^\]]+)\]\([^\)]+\)', r'\1', text) # Eemalda lingid
  68. # Eemalda liigsed tühikud
  69. text = re.sub(r'\s+', ' ', text)
  70. return text.strip()
  71. def parse_transport_context(context_data):
  72. """Parsi transpordikonteksti JSON-ist loetavaks"""
  73. if isinstance(context_data, str):
  74. # Proovi parsida string JSON-iks
  75. try:
  76. return json.loads(context_data)
  77. except json.JSONDecodeError:
  78. # Kui ei õnnestu, tagasta puhastatud string
  79. return {"raw_analysis": clean_markdown_for_pdf(context_data)}
  80. elif isinstance(context_data, dict):
  81. # Puhasta kõik stringiväljad
  82. cleaned = {}
  83. for key, value in context_data.items():
  84. if isinstance(value, str):
  85. cleaned[key] = clean_markdown_for_pdf(value)
  86. else:
  87. cleaned[key] = value
  88. return cleaned
  89. return context_data
  90. def format_context_for_pdf(parsed_context):
  91. """Vorminda parsitud kontekst PDF-i jaoks"""
  92. if isinstance(parsed_context, dict):
  93. formatted = []
  94. if 'theoretical_contribution' in parsed_context and parsed_context['theoretical_contribution']:
  95. formatted.append(f"TEOREETILINE PANUS: {parsed_context['theoretical_contribution']}")
  96. if 'practical_applicability' in parsed_context and parsed_context['practical_applicability']:
  97. formatted.append(f"PRAKTILINE RAKENDATAVUS: {parsed_context['practical_applicability']}")
  98. if 'problem_solving' in parsed_context and parsed_context['problem_solving']:
  99. formatted.append(f"PROBLEEMILAHDUS: {parsed_context['problem_solving']}")
  100. if 'limitations' in parsed_context and parsed_context['limitations']:
  101. formatted.append(f"PIIRANGUD: {parsed_context['limitations']}")
  102. if 'relevance_score' in parsed_context:
  103. formatted.append(f"RELEVANTSUSE SKOOR: {parsed_context['relevance_score']}/10")
  104. if 'analysis' in parsed_context and parsed_context['analysis']:
  105. formatted.append(f"ANALÜÜS: {parsed_context['analysis']}")
  106. if 'raw_analysis' in parsed_context and parsed_context['raw_analysis']:
  107. formatted.append(f"ANALÜÜS: {parsed_context['raw_analysis']}")
  108. return "\n\n".join(formatted)
  109. else:
  110. return clean_markdown_for_pdf(str(parsed_context))
  111. def get_all_articles_from_weaviate():
  112. """Toob kõik artiklid Weaviate'ist"""
  113. client = WeaviateClient()
  114. articles = []
  115. try:
  116. collection = client.client.collections.get("ScientificArticle")
  117. # Loendi kokku
  118. count_response = collection.aggregate.over_all(total_count=True)
  119. total = count_response.total_count
  120. print(f"Weaviate'is leidsin {total} artiklit")
  121. if total > 0:
  122. # Toob kõik artiklid
  123. response = collection.query.fetch_objects(limit=total)
  124. for obj in response.objects:
  125. try:
  126. article = {
  127. 'article_id': obj.properties.get('article_id', 'N/A'),
  128. 'title': clean_markdown_for_pdf(obj.properties.get('title', 'N/A')),
  129. 'authors': obj.properties.get('authors', []),
  130. 'year': obj.properties.get('year', 'N/A'),
  131. 'journal': clean_markdown_for_pdf(obj.properties.get('journal', 'N/A')),
  132. 'doi': obj.properties.get('doi', ''),
  133. 'abstract_en': clean_markdown_for_pdf(obj.properties.get('abstract_en', '')),
  134. 'summary_et': clean_markdown_for_pdf(obj.properties.get('summary_et', '')),
  135. 'key_concepts': [clean_markdown_for_pdf(c) for c in obj.properties.get('key_concepts', [])],
  136. 'methods_used': [clean_markdown_for_pdf(m) for m in obj.properties.get('methods_used', [])],
  137. 'transport_context': parse_transport_context(obj.properties.get('transport_context', {})),
  138. 'relevance_score': obj.properties.get('relevance_score', 'N/A'),
  139. 'processing_date': obj.properties.get('processing_date', ''),
  140. 'source_file': obj.properties.get('source_file', '')
  141. }
  142. articles.append(article)
  143. except Exception as e:
  144. print(f" Viga artikli {obj.properties.get('article_id', 'unknown')} töötlemisel: {e}")
  145. # Lisa artikel ilma puhastuseta
  146. article = {
  147. 'article_id': obj.properties.get('article_id', 'N/A'),
  148. 'title': str(obj.properties.get('title', 'N/A')),
  149. 'authors': obj.properties.get('authors', []),
  150. 'year': obj.properties.get('year', 'N/A'),
  151. 'journal': str(obj.properties.get('journal', 'N/A')),
  152. 'doi': obj.properties.get('doi', ''),
  153. 'abstract_en': str(obj.properties.get('abstract_en', '')),
  154. 'summary_et': str(obj.properties.get('summary_et', '')),
  155. 'key_concepts': [str(c) for c in obj.properties.get('key_concepts', [])],
  156. 'methods_used': [str(m) for m in obj.properties.get('methods_used', [])],
  157. 'transport_context': str(obj.properties.get('transport_context', {})),
  158. 'relevance_score': obj.properties.get('relevance_score', 'N/A'),
  159. 'processing_date': obj.properties.get('processing_date', ''),
  160. 'source_file': obj.properties.get('source_file', '')
  161. }
  162. articles.append(article)
  163. except Exception as e:
  164. print(f"Viga artiklite toomisel: {e}")
  165. import traceback
  166. traceback.print_exc()
  167. finally:
  168. client.close()
  169. return articles
  170. def format_summary_for_pdf(summary):
  171. """Vorminda kokkuvõte PDF-ile sobivaks"""
  172. if not summary:
  173. return ""
  174. # Kui ei ole string, konverteeri
  175. if not isinstance(summary, str):
  176. summary = str(summary)
  177. # Eemalda kõik vormindus ja tee lihtsaks tekstiks
  178. summary = clean_markdown_for_pdf(summary)
  179. # Lisa uued read peamiste sektsioonide ette
  180. summary = summary.replace('1. ARTIKLI PEAMISED PUNKTID:', '\n1. ARTIKLI PEAMISED PUNKTID:\n')
  181. summary = summary.replace('2. KASUTATUD MEETODID:', '\n\n2. KASUTATUD MEETODID:\n')
  182. summary = summary.replace('3. PEAMISED TULEMUSED:', '\n\n3. PEAMISED TULEMUSED:\n')
  183. summary = summary.replace('4. JÄRELDUSED JA SOOVITUSED:', '\n\n4. JÄRELDUSED JA SOOVITUSED:\n')
  184. summary = summary.replace('5. TRANSFORDIPLANEERIMISE KONTEKST:', '\n\n5. TRANSFORDIPLANEERIMISE KONTEKST:\n')
  185. # Asenda liigsed reavahetused
  186. summary = re.sub(r'\n{3,}', '\n\n', summary)
  187. # Lõika liiga pikk tekst
  188. if len(summary) > 4000:
  189. summary = summary[:4000] + "... [kokkuvõte lõigatud, liiga pikk]"
  190. return summary
  191. def create_pdf_from_articles(articles, output_filename):
  192. """Loob PDF faili artiklitest"""
  193. # Loo PDF dokument
  194. doc = SimpleDocTemplate(
  195. output_filename,
  196. pagesize=A4,
  197. rightMargin=72,
  198. leftMargin=72,
  199. topMargin=72,
  200. bottomMargin=72
  201. )
  202. # Stiilide loomine
  203. styles = getSampleStyleSheet()
  204. # Kohandatud stiilid
  205. title_style = ParagraphStyle(
  206. 'CustomTitle',
  207. parent=styles['Heading1'],
  208. fontSize=14,
  209. spaceAfter=12,
  210. textColor=colors.HexColor('#2c3e50'),
  211. alignment=TA_LEFT
  212. )
  213. subtitle_style = ParagraphStyle(
  214. 'CustomSubtitle',
  215. parent=styles['Heading2'],
  216. fontSize=12,
  217. spaceAfter=6,
  218. textColor=colors.HexColor('#34495e'),
  219. alignment=TA_LEFT
  220. )
  221. section_style = ParagraphStyle(
  222. 'CustomSection',
  223. parent=styles['Heading3'],
  224. fontSize=11,
  225. spaceAfter=6,
  226. spaceBefore=12,
  227. textColor=colors.HexColor('#7f8c8d'),
  228. alignment=TA_LEFT
  229. )
  230. normal_style = ParagraphStyle(
  231. 'CustomNormal',
  232. parent=styles['Normal'],
  233. fontSize=10,
  234. spaceAfter=6,
  235. alignment=TA_JUSTIFY,
  236. leading=14 # Reavahe
  237. )
  238. metadata_style = ParagraphStyle(
  239. 'CustomMetadata',
  240. parent=styles['Normal'],
  241. fontSize=9,
  242. spaceAfter=3,
  243. textColor=colors.HexColor('#5d6d7e'),
  244. alignment=TA_LEFT
  245. )
  246. # Elementide kogumine
  247. elements = []
  248. # Pealkiri ja kokkuvõte
  249. elements.append(Paragraph("TEADUSARTIKLITE ANDMEBAAS", title_style))
  250. elements.append(Spacer(1, 12))
  251. today = datetime.now().strftime("%d.%m.%Y %H:%M")
  252. elements.append(Paragraph(f"Eksporditud: {today}", metadata_style))
  253. elements.append(Paragraph(f"Artikleid kokku: {len(articles)}", metadata_style))
  254. elements.append(Spacer(1, 24))
  255. # Iga artikli jaoks
  256. for i, article in enumerate(articles):
  257. # Artikli pealkiri
  258. elements.append(Paragraph(f"{i+1}. {article['title']}", title_style))
  259. # Autorid
  260. if article['authors']:
  261. authors_text = ", ".join(article['authors'])
  262. elements.append(Paragraph(f"<b>Autorid:</b> {authors_text}", subtitle_style))
  263. # Metaandmed tabelina
  264. metadata_data = []
  265. if article['year'] and article['year'] != 'N/A':
  266. metadata_data.append(['Aasta:', str(article['year'])])
  267. if article['journal'] and article['journal'] != 'N/A':
  268. metadata_data.append(['Žurnaal:', article['journal']])
  269. if article['doi']:
  270. metadata_data.append(['DOI:', article['doi']])
  271. if article['relevance_score'] and article['relevance_score'] != 'N/A':
  272. metadata_data.append(['Relevantsus:', f"{article['relevance_score']}/10"])
  273. if metadata_data:
  274. metadata_table = Table(metadata_data, colWidths=[2*cm, 12*cm])
  275. metadata_table.setStyle(TableStyle([
  276. ('FONTNAME', (0, 0), (-1, -1), 'Helvetica'),
  277. ('FONTSIZE', (0, 0), (-1, -1), 9),
  278. ('BOTTOMPADDING', (0, 0), (-1, -1), 6),
  279. ('TOPPADDING', (0, 0), (-1, -1), 6),
  280. ('VALIGN', (0, 0), (-1, -1), 'TOP'),
  281. ('LEFTPADDING', (0, 0), (0, -1), 0),
  282. ]))
  283. elements.append(metadata_table)
  284. elements.append(Spacer(1, 12))
  285. # Võtmesõnad ja meetodid
  286. tags_data = []
  287. if article['key_concepts']:
  288. concepts_text = ", ".join(article['key_concepts'][:10]) # Piirangu 10 mõistele
  289. tags_data.append(['Võtmesõnad:', concepts_text])
  290. if article['methods_used']:
  291. methods_text = ", ".join(article['methods_used'])
  292. tags_data.append(['Meetodid:', methods_text])
  293. if tags_data:
  294. tags_table = Table(tags_data, colWidths=[2*cm, 12*cm])
  295. tags_table.setStyle(TableStyle([
  296. ('FONTNAME', (0, 0), (-1, -1), 'Helvetica'),
  297. ('FONTSIZE', (0, 0), (-1, -1), 9),
  298. ('BOTTOMPADDING', (0, 0), (-1, -1), 4),
  299. ('TOPPADDING', (0, 0), (-1, -1), 4),
  300. ('VALIGN', (0, 0), (-1, -1), 'TOP'),
  301. ('TEXTCOLOR', (0, 0), (0, -1), colors.HexColor('#5d6d7e')),
  302. ('LEFTPADDING', (0, 0), (0, -1), 0),
  303. ]))
  304. elements.append(tags_table)
  305. elements.append(Spacer(1, 12))
  306. # Abstrakt
  307. if article['abstract_en']:
  308. elements.append(Paragraph("<b>ABSTRAKT (inglise keeles):</b>", section_style))
  309. abstract_text = article['abstract_en']
  310. if len(abstract_text) > 800:
  311. abstract_text = abstract_text[:800] + "..."
  312. elements.append(Paragraph(abstract_text, normal_style))
  313. elements.append(Spacer(1, 12))
  314. # Kokkuvõte
  315. if article['summary_et']:
  316. elements.append(Paragraph("<b>KOKKUVÕTE (eesti keeles):</b>", section_style))
  317. # Formateeri kokkuvõte PDF-ile
  318. summary = format_summary_for_pdf(article['summary_et'])
  319. # Kasuta lihtsat tekstiparagraphi
  320. elements.append(Paragraph(summary, normal_style))
  321. elements.append(Spacer(1, 12))
  322. # Transpordi kontekst
  323. if article['transport_context']:
  324. elements.append(Paragraph("<b>TRANSFORDIPLANEERIMISE KONTEKST:</b>", section_style))
  325. context_text = format_context_for_pdf(article['transport_context'])
  326. if context_text:
  327. elements.append(Paragraph(context_text, normal_style))
  328. elements.append(Spacer(1, 12))
  329. # Allikfail ja töötlemise info
  330. footer_info = []
  331. if article['source_file']:
  332. source_name = os.path.basename(article['source_file'])
  333. footer_info.append(f"Allikfail: {source_name}")
  334. if article['processing_date']:
  335. # Proovi parsida kuupäeva
  336. try:
  337. # Eemalda mikrosekundid kui on
  338. date_str = article['processing_date']
  339. if '.' in date_str:
  340. date_str = date_str.split('.')[0]
  341. date_str = date_str.replace('Z', '+00:00')
  342. date_obj = datetime.fromisoformat(date_str)
  343. footer_info.append(f"Töödeldud: {date_obj.strftime('%d.%m.%Y %H:%M')}")
  344. except Exception as e:
  345. # Kui ei õnnestu parsida, kuva algne string (lõigatud)
  346. footer_info.append(f"Töödeldud: {article['processing_date'][:19]}")
  347. if footer_info:
  348. elements.append(Spacer(1, 6))
  349. elements.append(Paragraph(" | ".join(footer_info), metadata_style))
  350. # Lisa lehevahetus (välja arvatud viimase artikli puhul)
  351. if i < len(articles) - 1:
  352. elements.append(PageBreak())
  353. else:
  354. elements.append(Spacer(1, 24))
  355. # Lisa lõppinfo
  356. elements.append(Paragraph("=" * 80, metadata_style))
  357. elements.append(Spacer(1, 6))
  358. elements.append(Paragraph(f"Kokku eksporditud artikleid: {len(articles)}", metadata_style))
  359. elements.append(Paragraph("Eksporditud Weaviate teadusartiklite andmebaasist", metadata_style))
  360. elements.append(Paragraph(f"PDF genereeritud: {datetime.now().strftime('%d.%m.%Y %H:%M:%S')}", metadata_style))
  361. # Koosta PDF
  362. doc.build(elements)
  363. return len(articles)
  364. def main():
  365. """Peamine funktsioon"""
  366. print("=" * 60)
  367. print("ARTIKLITE EKSPORT PDF FAILI")
  368. print("=" * 60)
  369. # Toob artiklid Weaviate'ist
  370. print("Toon artikleid Weaviate'ist...")
  371. articles = get_all_articles_from_weaviate()
  372. if not articles:
  373. print("Ei leidnud ühtegi artiklit Weaviate'is!")
  374. return
  375. print(f"Leidsin {len(articles)} artiklit")
  376. # Genereeri PDF failinimi
  377. timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
  378. output_dir = "./data/exports"
  379. os.makedirs(output_dir, exist_ok=True)
  380. output_filename = os.path.join(output_dir, f"artiklid_eksport_{timestamp}.pdf")
  381. # Loo PDF
  382. print(f"Loon PDF faili: {output_filename}")
  383. try:
  384. article_count = create_pdf_from_articles(articles, output_filename)
  385. print("=" * 60)
  386. print(f"✅ VALMIS! Loodud PDF fail: {output_filename}")
  387. print(f" - Eksporditud artikleid: {article_count}")
  388. print(f" - Faili suurus: {os.path.getsize(output_filename) / 1024:.1f} KB")
  389. print("=" * 60)
  390. # Näita esimese artikli pealkirja
  391. if articles:
  392. print("\nEsimesed artiklid:")
  393. for i, article in enumerate(articles[:3]):
  394. title_preview = article['title']
  395. if len(title_preview) > 60:
  396. title_preview = title_preview[:60] + "..."
  397. print(f" {i+1}. {title_preview}")
  398. except Exception as e:
  399. print(f"\n❌ VIGA PDF loomisel: {e}")
  400. import traceback
  401. traceback.print_exc()
  402. if __name__ == "__main__":
  403. main()