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SkyNait commited on
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a127a50
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1 Parent(s): e06f439

Correct page range handling

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  1. __pycache__/inference_svm_model.cpython-310.pyc +0 -0
  2. __pycache__/mineru_single.cpython-310.pyc +0 -0
  3. __pycache__/table_row_extraction.cpython-310.pyc +0 -0
  4. __pycache__/worker.cpython-310.pyc +0 -0
  5. contents_extractor_v2.py +0 -136
  6. input_output/ocr-specification-economics.pdf +3 -0
  7. input_output/outpu/images/img_1.png +0 -0
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contents_extractor_v2.py DELETED
@@ -1,136 +0,0 @@
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- from google import genai
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- from google.genai import types
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- import fitz
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- import requests
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-
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- MODEL = "gemini-2.0-flash"
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-
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- # TODO: Make sure the last page must be included
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-
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-
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- class ContentsExtractor:
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- def __init__(self, api_key: str):
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- self.client = genai.Client(api_key=api_key)
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-
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- @staticmethod
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- def extract_first_pages(pdf_path, num_pages=4, is_path_url=False):
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- try:
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- if is_path_url:
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- r = requests.get(pdf_path)
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- data = r.content
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- doc = fitz.open(stream=data, filetype="pdf")
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- else:
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- doc = fitz.open(pdf_path)
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- total_pages = doc.page_count
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- pages_to_read = min(total_pages, num_pages)
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- all_text = []
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- for page_num in range(pages_to_read):
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- page = doc[page_num]
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- page_text = page.get_text()
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- all_text.append(page_text)
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- doc.close()
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- return "\n".join(all_text)
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- except Exception as e:
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- print(f"Something went wrong: {e}")
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- return None
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-
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- def extract_contents(self, content):
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- response = self.client.models.generate_content(
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- model=MODEL,
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- contents=[f"""
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- Task:
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- You will be provided with the first pages of an exam board document. Your goal is to extract
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- the main subject-related topics from the "Contents" section and structure them in a valid JSON format.
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-
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- Instructions:
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- 1. Identify the "Contents" section, which lists all topics, subtopics, and their corresponding pages.
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- 2. Extract only the **highest-level, subject-related subtopics** (ignore organizational or administrative sections).
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- 3. For subtopics, include the full range of pages from the first to the last subtopic.
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- 4. Return the output in the following JSON format:
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-
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- {{
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- "topic_name": [start_page, end_page]
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- }}
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-
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- Important Notes:
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- - Ignore non-subject-related sections (e.g., "Introduction", "Exam Guidelines", "Appendices", "Assessment, Qualification at a glance").
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- - The extracted subtopics should represent major academic areas, not organizational or structural elements.
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- - Make sure that all of the pages for a subtopic are included, end page should be the start page of the topic
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- that comes next after the extracted one in contents section.
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-
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- Examples:
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- 1. Given this table of contents:
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-
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- 1 Introduction – 2
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- Why choose Edexcel A Level Mathematics? - 2
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- Supporting you in planning and implementing this qualification - 3
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- Qualification at a glance - 5
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- 2 Subject content and assessment information – 7
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- Paper 1 and Paper 2: Pure Mathematics - 11
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- Paper 3: Statistics and Mechanics - 30
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- Assessment Objectives - 40
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- 3 Administration and general information – 42
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- Entries - 42
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- Access arrangements, reasonable adjustments, special consideration and malpractice - 42
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- Student recruitment and progression - 45
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- Appendix 1: Formulae – 49
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- Appendix 2: Notation – 53
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- Appendix 3: Use of calculators – 59
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- Appendix 4: Assessment Objectives – 60
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- Appendix 5: The context for the development of this qualification – 62
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- Appendix 6: Transferable skills – 64
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- Appendix 7: Level 3 Extended Project qualification – 65
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- Appendix 8: Codes – 67
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-
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- The correct output should be:
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-
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- {{
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- "Paper 1 and Paper 2: Pure Mathematics": [11, 29],
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- "Paper 3: Statistics and Mechanics": [30, 42]
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- }}
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-
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- 2. Given this table of contents:
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-
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- Qualification at a glance – 1
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- Assessment Objectives and weightings - 4
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- Knowledge, skills and understanding – 5
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- Theme 1: Introduction to markets and market failure - 5
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- Theme 2: The UK economy – performance and policies - 11
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- Theme 3: Business behaviour and the labour market - 21
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- Theme 4: A global perspective - 29
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- Assessment – 39
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- Assessment summary - 39
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- Assessment objectives - 41
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- Assessment overview - 42
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- Breakdown of assessment objectives - 42
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- Synoptic assessment - 43
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- Discount code and performance tables - 43
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- Access arrangements, reasonable adjustments and special consideration - 44
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- Malpractice - 45
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- Equality Act 2010 and Pearson equality policy - 45
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- Synoptic assessment - 46
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- Awarding and reporting - 47
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- Other information – 49
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- Student recruitment -49
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- Prior learning and other requirements -49
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- Progression - 49
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- Appendix 1: Transferable skills – 53
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- Appendix 2: Level 3 Extended Project qualification – 55
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- Appendix 3: Quantitative skills – 59
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- Appendix 4: Codes – 61
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- Appendix 5: Index – 63
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-
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- The correct output should be:
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-
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- {{
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- "Theme 1: Introduction to markets and market failure": [5, 10]
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- "Theme 2: The UK economy – performance and policies": - [11, 20]
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- "Theme 3: Business behaviour and the labour market": [21, 28]
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- "Theme 4: A global perspective": [29, 38]
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- }}
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-
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- Now, extract topics from this text: {content}
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- """],
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- config=types.GenerateContentConfig(temperature=0.)
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- )
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- return response.text.strip().replace("```json", "").replace("```", "")
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
input_output/ocr-specification-economics.pdf ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:d4e96b7e643af9f0f3777e44250470bac0b06cdb707ba62fed8b5b35dab6f581
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+ size 9752567
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