Files
legal-ai/mcp-server/src/legal_mcp/services/practice_area.py
Chaim ba39707c70 Add CMPA (betterment levy) training support and update methodology
Support ingestion of betterment levy (היטל השבחה) decisions into a
separate training corpus (CMPA). Key changes:

- Add .doc file extraction via LibreOffice conversion in extractor
- Add practice_area/appeal_subtype columns to style_corpus table
- Route training files to cmp/ or cmpa/ subdirs based on appeal subtype
- Fix derive_subtype to handle ARAR-YY-NNNN format (was matching year digit)
- Expose practice_area/appeal_subtype params in MCP upload_training tool
- Add appeal_subtype filter to analyze_style for per-type style analysis
- Update betterment levy methodology in lessons.py: checklist (from generic
  to corpus-based), opening/closing strategies, and discussion rules

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-15 14:00:35 +00:00

105 lines
3.8 KiB
Python

"""Practice area + appeal subtype: derivation, validation, constants.
Two orthogonal axes used to separate legal domains across the system:
practice_area — top-level domain (multi-tenant axis). Examples:
appeals_committee, national_insurance, labor_law.
appeal_subtype — refines within a domain. For appeals_committee:
building_permit (1xxx), betterment_levy (8xxx),
compensation_197 (9xxx), unknown.
Both columns are denormalized into documents/chunks/decisions/style_corpus
so vector searches can filter cheaply.
"""
from __future__ import annotations
import re
# ── Enums ──────────────────────────────────────────────────────────
PRACTICE_AREAS: set[str] = {
"appeals_committee",
"national_insurance",
"labor_law",
}
APPEALS_COMMITTEE_SUBTYPES: set[str] = {
"building_permit",
"betterment_levy",
"compensation_197",
"unknown",
}
DEFAULT_PRACTICE_AREA = "appeals_committee"
# Subtypes per practice_area (extend when adding domains)
SUBTYPES_BY_AREA: dict[str, set[str]] = {
"appeals_committee": APPEALS_COMMITTEE_SUBTYPES,
"national_insurance": {"unknown"},
"labor_law": {"unknown"},
}
# ── Derivation ─────────────────────────────────────────────────────
_APPEALS_COMMITTEE_DIGIT_TO_SUBTYPE = {
"1": "building_permit",
"8": "betterment_levy",
"9": "compensation_197",
}
# Match the case number (last numeric group) in formats like:
# ARAR-25-8126, ARAR-24-01-8007-33, 8126/25, 1170, ערר 1024-25
_CASE_NUM = re.compile(r"(?:ARAR[-\s]*\d{2}[-\s]*(?:\d{2}[-\s]*)?)(\d{4})", re.IGNORECASE)
_PLAIN_NUM = re.compile(r"(\d{4})")
def derive_subtype(case_number: str, practice_area: str = DEFAULT_PRACTICE_AREA) -> str:
"""Infer the appeal_subtype from case_number.
For appeals_committee, the convention is:
1xxx → building_permit, 8xxx → betterment_levy, 9xxx → compensation_197.
Handles multiple formats: ARAR-25-8126, 8126/25, 1170, ערר 1024-25.
"""
if practice_area != "appeals_committee":
return "unknown"
cn = case_number or ""
# Try ARAR format first (extracts the 4-digit case number after year prefix)
m = _CASE_NUM.search(cn)
if not m:
# Fallback: first 4-digit number in the string
m = _PLAIN_NUM.search(cn)
if not m:
return "unknown"
first_digit = m.group(1)[0]
return _APPEALS_COMMITTEE_DIGIT_TO_SUBTYPE.get(first_digit, "unknown")
# ── Validation ─────────────────────────────────────────────────────
def validate(practice_area: str, appeal_subtype: str | None) -> None:
"""Raise ValueError on unknown values. appeal_subtype=None is allowed."""
if practice_area not in PRACTICE_AREAS:
raise ValueError(
f"unknown practice_area: {practice_area!r}. "
f"expected one of {sorted(PRACTICE_AREAS)}"
)
if appeal_subtype is None:
return
allowed = SUBTYPES_BY_AREA.get(practice_area, {"unknown"})
if appeal_subtype not in allowed:
raise ValueError(
f"unknown appeal_subtype {appeal_subtype!r} for practice_area "
f"{practice_area!r}. expected one of {sorted(allowed)}"
)
def is_override(case_number: str, practice_area: str, appeal_subtype: str) -> bool:
"""True iff the user-supplied subtype disagrees with what derive_subtype
would have produced (and the derived value is not 'unknown')."""
derived = derive_subtype(case_number, practice_area)
return derived != "unknown" and derived != appeal_subtype