| --- |
| name: document-structure-analysis |
| description: Map Nordea PDF layout into zones (header, account info, table, |
| footer) and compute a layout signature hash for template matching. Use after |
| text conversion to classify document regions and detect template version. |
| metadata: |
| category: document_processing |
| priority: CRITICAL |
| config_id: document_structure_analysis |
| --- |
| |
| # Document Structure Analysis |
|
|
| ## Purpose |
| Zone classification + template fingerprinting. Enables template_library |
| matching (PerfectPDF Skill B) and anchors table extraction coordinates. |
| |
| ## Zones (Nordea Tiliote, A4 595x842) |
| | Zone | Y range | Contents | |
| |------|---------|----------| |
| | header | 15-126 | Nordea logo, bank info | |
| | account | 40-110 | Account holder, address, IBAN | |
| | period | ~130-160 | "Kausi: DD.MM.YYYY - DD.MM.YYYY" | |
| | table | 170-800 | Transaction rows | |
| | footer | 800-820 | "Sivu X/Y", disclaimers | |
| |
| ## Workflow |
| 1. Load spans from `pdf-text-conversion` |
| 2. Assign each span to a zone by bbox Y |
| 3. Extract anchors: IBAN regex, "Kausi:" period line, "Sivu X/Y" page marker |
| 4. Compute layout signature: SHA1 of (page_count, block_count per page, |
| font set, zone boundaries) |
| 5. Match signature against `templates` table -> template_id + version |
|
|
| ## Code |
| ```python |
| import hashlib, re |
| |
| IBAN_RE = re.compile(r"FI\d{2}\s?\d{4}\s?\d{4}\s?\d{4}\s?\d{2}") |
| PERIOD_RE = re.compile(r"Kausi:\s*(\d{2}\.\d{2}\.\d{4})\s*-\s*(\d{2}\.\d{2}\.\d{4})") |
| |
| def layout_signature(pages: list[dict]) -> str: |
| parts = [str(len(pages))] |
| for p in pages: |
| fonts = sorted({s["font"] for s in p["spans"]}) |
| parts.append(f"{len(p['spans'])}:{'|'.join(fonts)}") |
| return hashlib.sha1(";;".join(parts).encode()).hexdigest() |
| |
| def find_anchors(full_text: str) -> dict: |
| return { |
| "iban": (m.group(0) if (m := IBAN_RE.search(full_text)) else None), |
| "period": PERIOD_RE.findall(full_text), |
| } |
| ``` |
|
|
| ## Integration |
| - Feeds: `pdf-table-extraction` (zone coords), template matching |
| - Uses: `pdf-text-conversion` output |
|
|
| ## Errors & Edge Cases |
| - Unknown signature -> create new template candidate, flag for human review |
| - Extra pages (attachments) -> exclude from signature, process separately |
|
|