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app.py
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import os
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import re
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import subprocess
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import tempfile
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import zipfile
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import csv
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from datetime import datetime
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from io import StringIO
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from difflib import SequenceMatcher
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import gradio as gr
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from docx import Document
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TEMPLATE_PATH = "Fee-Note-Template.docx"
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ADDRESSES_PATH = "Solicitors-Addresses.txt"
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# ── Solicitor address loading & fuzzy matching ──────────────────────────────
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def load_solicitor_addresses():
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"""
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Parse Solicitors-Addresses.txt → dict of {canonical_name: address}.
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Also builds a lookup index keyed by normalised name for fuzzy matching.
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"""
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addresses = {}
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if not os.path.exists(ADDRESSES_PATH):
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return addresses
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with open(ADDRESSES_PATH, "r", encoding="utf-8") as f:
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content = f.read()
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blocks = content.strip().split("\n\n")
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for block in blocks:
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lines = block.strip().split("\n")
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if not lines:
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continue
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firm_name = lines[0].strip()
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address = ""
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for line in lines[1:]:
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if line.strip().startswith("Address:"):
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address = line.replace("Address:", "").strip()
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break
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if firm_name and address:
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addresses[firm_name] = address
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return addresses
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# Common legal entity suffixes to strip for matching purposes
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_LEGAL_SUFFIXES = re.compile(
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r"\b(llp|llc|ltd|limited|plc|dac|clg|lp|inc|incorporated|solicitors?)\b",
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re.IGNORECASE,
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)
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def normalise_firm_name(name):
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"""
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Normalise a firm name for comparison:
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- lowercase
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- '&' ↔ 'and'
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- strip punctuation (dots, commas, apostrophes)
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- strip common legal suffixes (LLP, Ltd, Solicitors, etc.)
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- collapse whitespace
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"""
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s = name.lower().strip()
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# Normalise ampersand ↔ 'and'
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s = s.replace(" & ", " and ").replace("&", " and ")
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# Strip common punctuation
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s = re.sub(r"[.,;:'\u2018\u2019\u201C\u201D\"()]+", "", s)
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# Strip legal suffixes (LLP, Ltd, Solicitors, etc.)
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s = _LEGAL_SUFFIXES.sub("", s)
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# Collapse whitespace
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s = re.sub(r"\s+", " ", s).strip()
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return s
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def find_solicitor(input_name, addresses_dict):
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"""
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Try to match input_name against canonical solicitor names.
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Returns (canonical_name, address) or raises ValueError.
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Matching strategy (in order):
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1. Exact match (case-insensitive)
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2. Normalised exact match (& ↔ and, strip punctuation)
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3. Substring containment (either direction)
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4. Token overlap ≥ 70%
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5. SequenceMatcher ratio ≥ 0.80
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"""
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if not input_name:
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raise ValueError("Solicitor name is empty")
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# 1. Exact case-insensitive
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for canonical, addr in addresses_dict.items():
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if input_name.lower() == canonical.lower():
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return canonical, addr
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# 2. Normalised exact
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input_norm = normalise_firm_name(input_name)
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for canonical, addr in addresses_dict.items():
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if input_norm == normalise_firm_name(canonical):
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return canonical, addr
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# 3. Substring containment
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for canonical, addr in addresses_dict.items():
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canon_norm = normalise_firm_name(canonical)
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if input_norm in canon_norm or canon_norm in input_norm:
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return canonical, addr
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# 4. Token overlap
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input_tokens = set(input_norm.split())
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best_overlap = 0
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best_match = None
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for canonical, addr in addresses_dict.items():
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canon_tokens = set(normalise_firm_name(canonical).split())
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if not canon_tokens:
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continue
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overlap = len(input_tokens & canon_tokens) / max(len(input_tokens), len(canon_tokens))
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if overlap > best_overlap:
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best_overlap = overlap
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best_match = (canonical, addr)
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if best_overlap >= 0.70 and best_match:
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return best_match
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# 5. SequenceMatcher
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best_ratio = 0
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best_match = None
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for canonical, addr in addresses_dict.items():
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ratio = SequenceMatcher(None, input_norm, normalise_firm_name(canonical)).ratio()
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if ratio > best_ratio:
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best_ratio = ratio
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best_match = (canonical, addr)
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if best_ratio >= 0.80 and best_match:
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return best_match
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# No match — build helpful error
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# Show top 3 closest matches
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scored = []
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for canonical in addresses_dict:
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ratio = SequenceMatcher(None, input_norm, normalise_firm_name(canonical)).ratio()
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scored.append((canonical, ratio))
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scored.sort(key=lambda x: x[1], reverse=True)
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suggestions = [f" • {name} ({ratio:.0%})" for name, ratio in scored[:3]]
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raise ValueError(
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f"Solicitor '{input_name}' not found.\n"
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f"Closest matches:\n" + "\n".join(suggestions) + "\n\n"
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f"You can add this firm using the 'Add New Solicitor' section below."
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)
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# ── Cross-run text replacement ──────────────────────────────────────────────
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def replace_in_paragraph(paragraph, old_text, new_text):
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"""
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Replace text across runs in a paragraph while preserving formatting
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of the first run. Handles placeholders split across multiple runs.
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"""
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full_text = paragraph.text
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if old_text not in full_text:
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return False
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new_full = full_text.replace(old_text, new_text)
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runs = paragraph.runs
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if not runs:
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return False
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# Preserve first run's formatting, put all text there, clear the rest
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runs[0].text = new_full
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for r in runs[1:]:
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r.text = ""
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return True
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def apply_replacements(doc, replacements):
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"""Apply all replacements across paragraphs and table cells."""
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for old, new in replacements.items():
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# Top-level paragraphs
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for p in doc.paragraphs:
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replace_in_paragraph(p, old, new)
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# Table cells
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for table in doc.tables:
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for row in table.rows:
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for cell in row.cells:
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for p in cell.paragraphs:
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replace_in_paragraph(p, old, new)
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# ── PDF conversion ──────────────────────────────────────────────────────────
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def convert_docx_to_pdf(docx_path, output_dir):
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"""
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Convert a .docx to .pdf using LibreOffice.
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Returns the path to the generated PDF.
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"""
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try:
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subprocess.run(
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[
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"libreoffice", "--headless", "--norestore",
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"--convert-to", "pdf",
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"--outdir", output_dir,
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docx_path,
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],
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capture_output=True,
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timeout=30,
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check=True,
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)
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pdf_name = os.path.splitext(os.path.basename(docx_path))[0] + ".pdf"
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pdf_path = os.path.join(output_dir, pdf_name)
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if os.path.exists(pdf_path):
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return pdf_path
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except Exception:
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pass
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return None
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# ── Date formatting ─────────────────────────────────────────────────────────
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def format_date_for_fee_note(dt=None):
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"""
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Format date as '6 March 2026' (no leading zero on day).
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"""
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if dt is None:
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dt = datetime.today()
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return f"{dt.day} {dt.strftime('%B')} {dt.year}"
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# ── Main generation logic ───────────────────────────────────────────────────
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def generate_batch_fee_notes(csv_text):
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"""
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Process pipe-delimited input and generate fee note DOCX + PDF files.
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Required columns:
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filename | solicitor_name | case_record | case_name | description | net_amount
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"""
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addresses_lookup = load_solicitor_addresses()
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if not csv_text.strip():
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raise gr.Error("Input is empty. Please paste at least one row of data.")
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# Check if user included a header row
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lines = csv_text.strip().split("\n")
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first_line_lower = lines[0].lower()
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has_header = "filename" in first_line_lower and "solicitor" in first_line_lower
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if not has_header:
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# Prepend the header row automatically
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csv_text = "filename | solicitor_name | case_record | case_name | description | net_amount\n" + csv_text
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csv_reader = csv.DictReader(
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StringIO(csv_text),
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delimiter="|",
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quotechar='"',
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)
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if not csv_reader.fieldnames:
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raise gr.Error("Could not parse input. Check the format and try again.")
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csv_reader.fieldnames = [h.strip() for h in csv_reader.fieldnames]
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required_cols = {"filename", "solicitor_name", "case_record", "case_name", "description", "net_amount"}
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provided_cols = set(csv_reader.fieldnames)
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if not required_cols.issubset(provided_cols):
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missing = required_cols - provided_cols
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raise gr.Error(
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f"Missing required columns: {', '.join(missing)}\n"
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f"Required: filename | solicitor_name | case_record | case_name | description | net_amount"
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)
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if not os.path.exists(TEMPLATE_PATH):
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raise gr.Error(
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f"Template '{TEMPLATE_PATH}' not found. "
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f"Please upload Fee-Note-Template.docx to the Space."
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)
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tmpdir = tempfile.mkdtemp()
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output_files = []
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today_str = format_date_for_fee_note()
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errors = []
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rows = list(csv_reader)
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if not rows:
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raise gr.Error("No data rows found. Please check your input.")
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for row_num, row in enumerate(rows, start=1):
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try:
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row = {k: (v.strip() if v else "") for k, v in row.items()}
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filename = row["filename"].strip()
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if not filename:
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errors.append(f"Row {row_num}: filename is empty, skipped.")
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continue
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fee_note_number = filename
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docx_name = filename if filename.endswith(".docx") else filename + ".docx"
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solicitor_name = row["solicitor_name"].strip()
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canonical_name, address = find_solicitor(solicitor_name, addresses_lookup)
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# Parse net amount
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raw_net = row["net_amount"].replace("€", "").replace(",", "").strip()
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if not raw_net:
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errors.append(f"Row {row_num}: net_amount is empty, skipped.")
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continue
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net_value = float(raw_net)
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vat_value = round(net_value * 0.23, 2)
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gross_value = round(net_value + vat_value, 2)
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net_str = f"€{net_value:,.2f}"
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vat_str = f"€{vat_value:,.2f}"
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gross_str = f"€{gross_value:,.2f}"
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# Load template and apply replacements
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doc = Document(TEMPLATE_PATH)
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replacements = {
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"[Insert Todays Date Here]": today_str,
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"[Insert Solicitor Here]": canonical_name,
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"[Insert Address Here]": address,
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"[Insert Case Record Number]": row["case_record"].strip(),
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"[Insert Case Name]": row["case_name"].strip(),
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"[Insert Description]": row["description"].strip(),
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"[Insert Net Amount]": net_str,
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"[Insert VAT at .23% of Net Amount]": vat_str,
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"[Insert Gross Here]": gross_str,
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"[Insert Number Here]": fee_note_number,
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}
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apply_replacements(doc, replacements)
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docx_path = os.path.join(tmpdir, docx_name)
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doc.save(docx_path)
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output_files.append((docx_name, docx_path))
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# Convert to PDF
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pdf_path = convert_docx_to_pdf(docx_path, tmpdir)
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if pdf_path:
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pdf_name = os.path.splitext(docx_name)[0] + ".pdf"
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output_files.append((pdf_name, pdf_path))
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except ValueError as e:
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errors.append(f"Row {row_num}: {str(e)}")
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except Exception as e:
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errors.append(f"Row {row_num}: unexpected error — {str(e)}")
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if not output_files:
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error_msg = "No fee notes were generated.\n\n" + "\n".join(errors) if errors else "No fee notes were generated."
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raise gr.Error(error_msg)
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# Create zip
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zip_path = os.path.join(tmpdir, "Fee-Notes.zip")
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with zipfile.ZipFile(zip_path, "w", zipfile.ZIP_DEFLATED) as zf:
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for display_name, file_path in output_files:
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zf.write(file_path, arcname=display_name)
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status_parts = [f"Generated {len([f for f in output_files if f[0].endswith('.docx')])} fee notes (DOCX + PDF)."]
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if errors:
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status_parts.append("\n**Warnings:**\n" + "\n".join(f"- {e}" for e in errors))
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return zip_path, "\n".join(status_parts)
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# ── Add new solicitor ───────────────────────────────────────────────────────
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def add_solicitor(firm_name, firm_address, firm_domain, firm_email_notes):
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"""Append a new solicitor to Solicitors-Addresses.txt."""
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if not firm_name.strip():
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raise gr.Error("Firm name is required.")
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if not firm_address.strip():
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raise gr.Error("Address is required.")
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block = f"\n\n{firm_name.strip()}\nAddress: {firm_address.strip()}"
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if firm_domain.strip():
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block += f"\nDomain: {firm_domain.strip()}"
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if firm_email_notes.strip():
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block += f"\nEmail return always: {firm_email_notes.strip()}"
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with open(ADDRESSES_PATH, "a", encoding="utf-8") as f:
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| 390 |
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f.write(block + "\n")
|
| 391 |
-
|
| 392 |
-
# Reload and return updated list
|
| 393 |
-
addresses = load_solicitor_addresses()
|
| 394 |
-
firms_list = "\n".join(f"• {name} — {addr}" for name, addr in sorted(addresses.items()))
|
| 395 |
-
return f"Added **{firm_name.strip()}** successfully.\n\n**Current firms ({len(addresses)}):**\n{firms_list}"
|
| 396 |
-
|
| 397 |
-
|
| 398 |
-
def get_current_firms():
|
| 399 |
-
"""Return formatted list of current firms."""
|
| 400 |
-
addresses = load_solicitor_addresses()
|
| 401 |
-
if not addresses:
|
| 402 |
-
return "No firms loaded. Check that Solicitors-Addresses.txt exists in the Space."
|
| 403 |
-
return "\n".join(f"• **{name}** — {addr}" for name, addr in sorted(addresses.items()))
|
| 404 |
-
|
| 405 |
-
|
| 406 |
-
# ── Gradio UI ───────────────────────────────────────────────────────────────
|
| 407 |
-
|
| 408 |
-
with gr.Blocks(title="Fee Note Generator", theme=gr.themes.Soft()) as demo:
|
| 409 |
-
gr.Markdown(
|
| 410 |
-
"""
|
| 411 |
-
# Fee Note Generator
|
| 412 |
-
|
| 413 |
-
Paste pipe-delimited fee note data below. Each row generates a DOCX and PDF fee note from your template.
|
| 414 |
-
|
| 415 |
-
**Format** (header row is optional — it will be added automatically if missing):
|
| 416 |
-
|
| 417 |
-
```
|
| 418 |
-
filename | solicitor_name | case_record | case_name | description | net_amount
|
| 419 |
-
```
|
| 420 |
-
|
| 421 |
-
- **filename**: becomes the file name and fee note number (e.g. `20264402` → `20264402.docx` / `.pdf`)
|
| 422 |
-
- **solicitor_name**: matched against the solicitor directory (fuzzy matching handles minor variations)
|
| 423 |
-
- **net_amount**: numeric, e.g. `200` or `1000.00` — VAT (23%) and gross are calculated automatically
|
| 424 |
-
- **Date**: today's date is inserted automatically
|
| 425 |
-
"""
|
| 426 |
-
)
|
| 427 |
-
|
| 428 |
-
with gr.Row():
|
| 429 |
-
csv_input = gr.Textbox(
|
| 430 |
-
lines=14,
|
| 431 |
-
label="Pipe-delimited input",
|
| 432 |
-
placeholder=(
|
| 433 |
-
"20264402 | O'Connor LLP | 2023/00700 | Permanent TSB PLC v Jeffrey Barrett | "
|
| 434 |
-
"Attendance, Limerick Circuit Court County Registrar 6.3.26, adjourned | 200\n"
|
| 435 |
-
"20264403 | Beauchamps LLP | 2023/00538 | Pepper Finance v Lynch | "
|
| 436 |
-
"Attendance, Limerick Circuit Court County Registrar 6.3.26, adjourned | 200"
|
| 437 |
-
),
|
| 438 |
-
)
|
| 439 |
-
|
| 440 |
-
with gr.Row():
|
| 441 |
-
run_button = gr.Button("Generate Fee Notes", variant="primary", size="lg")
|
| 442 |
-
|
| 443 |
-
with gr.Row():
|
| 444 |
-
output_zip = gr.File(label="Download fee notes (.zip)")
|
| 445 |
-
status_output = gr.Markdown(label="Status")
|
| 446 |
-
|
| 447 |
-
run_button.click(
|
| 448 |
-
fn=generate_batch_fee_notes,
|
| 449 |
-
inputs=[csv_input],
|
| 450 |
-
outputs=[output_zip, status_output],
|
| 451 |
-
)
|
| 452 |
-
|
| 453 |
-
# ── Add New Solicitor section ──
|
| 454 |
-
gr.Markdown("---")
|
| 455 |
-
gr.Markdown("### Add New Solicitor")
|
| 456 |
-
gr.Markdown("Add a firm that isn't in the directory yet. It will be available immediately for the next generation run.")
|
| 457 |
-
|
| 458 |
-
with gr.Row():
|
| 459 |
-
with gr.Column():
|
| 460 |
-
new_firm_name = gr.Textbox(label="Firm Name", placeholder="e.g. MDM Solicitors LLP")
|
| 461 |
-
new_firm_address = gr.Textbox(label="Address", placeholder="e.g. 16 Lavitt's Quay, Cork, T12 ED74")
|
| 462 |
-
with gr.Column():
|
| 463 |
-
new_firm_domain = gr.Textbox(label="Domain (optional)", placeholder="e.g. mdmsolicitors.ie")
|
| 464 |
-
new_firm_email = gr.Textbox(label="Email routing notes (optional)", placeholder="e.g. returns@mdmsolicitors.ie")
|
| 465 |
-
|
| 466 |
-
add_button = gr.Button("Add Solicitor", size="sm")
|
| 467 |
-
add_result = gr.Markdown()
|
| 468 |
-
|
| 469 |
-
add_button.click(
|
| 470 |
-
fn=add_solicitor,
|
| 471 |
-
inputs=[new_firm_name, new_firm_address, new_firm_domain, new_firm_email],
|
| 472 |
-
outputs=[add_result],
|
| 473 |
-
)
|
| 474 |
-
|
| 475 |
-
# ── Current directory ──
|
| 476 |
-
gr.Markdown("---")
|
| 477 |
-
with gr.Accordion("View Current Solicitor Directory", open=False):
|
| 478 |
-
firms_display = gr.Markdown(value=get_current_firms)
|
| 479 |
-
refresh_btn = gr.Button("Refresh", size="sm")
|
| 480 |
-
refresh_btn.click(fn=get_current_firms, outputs=[firms_display])
|
| 481 |
-
|
| 482 |
-
|
| 483 |
-
demo.launch()
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