feat(runner): Monte Carlo runner, closed-form metrics and balance CLI

Adds the S6 layer on top of the deterministic combat engine:
- metrics.py: closed-form binomial statistics (win rate, standard error,
  3-sigma confidence band) with clamped degenerate proportions.
- runner.py: EncounterSpec/Side definitions, per-run SeededRng streams,
  global duplicate-id disambiguation, attrition averages per combatant.
- cli.py: pf1e-sim entry point producing a French balance report with
  win rates, 3-sigma bands, draws, rounds, and attrition.
- Movement fix: greedy straight-line heuristic could oscillate at walls;
  _step_toward now follows the true shortest path via an unbounded
  Dijkstra cost field from the target (Grid.reachable budget=None).
- Regression tests: melee unit routes around a wall and engages; grid
  unbounded-budget coverage.
This commit is contained in:
2026-08-17 22:49:50 +02:00
parent 577aec33c4
commit a21e234b41
10 changed files with 625 additions and 7 deletions
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"""Command-line balance simulator: load a map and sides, run Monte Carlo, report.
Usage: pf1e-sim --map MAP.yaml --side NAME FILE.json [FILE.json ...] [--runs N]
Side names must match the map's `deployment` section (zone letters). Each side
may repeat the same monster JSON file; the runner disambiguates the ids.
"""
from __future__ import annotations
import argparse
import sys
from pathlib import Path
from typing import TYPE_CHECKING
if TYPE_CHECKING:
from pf1e_simulator.runner import EncounterReport, EncounterSpec
from pf1e_simulator.loaders import MonsterLoadError, SheetLoadError, load_monster
from pf1e_simulator.map import MapValidationError, load_map
from pf1e_simulator.runner import EncounterSpec, Side, run_encounter
class CliError(Exception):
"""User-facing CLI error (bad arguments or unusable files)."""
def _build_spec(args: argparse.Namespace) -> EncounterSpec:
map_spec = load_map(args.map)
provided = [tuple(raw) for raw in args.side]
provided_names = {raw[0] for raw in provided}
missing = sorted(set(map_spec.deployment) - provided_names)
if missing:
msg = f"sides in map deployment without --side: {', '.join(missing)}"
raise CliError(msg)
unknown = sorted(provided_names - set(map_spec.deployment))
if unknown:
msg = f"--side names not in map deployment: {', '.join(unknown)}"
raise CliError(msg)
sides: list[Side] = []
for raw in provided:
name = raw[0]
files = raw[1:]
if not files:
msg = f"side {name!r}: at least one monster JSON file is required"
raise CliError(msg)
combatants = tuple(load_monster(Path(path)) for path in files)
sides.append(Side(name=name, combatants=combatants, zone=map_spec.deployment[name]))
return EncounterSpec(map=map_spec, sides=tuple(sides), round_cap=args.round_cap)
def format_report(report: EncounterReport, spec: EncounterSpec) -> str:
"""Render a human-readable French balance report."""
lines = ["=== Rapport d'équilibrage ===", f"Carte : {spec.map.name}"]
lines.extend(f"{side.name} : {len(side.combatants)} combatants" for side in spec.sides)
lines.append(
f"{report.runs} combats simulés (seed {report.seed}, plafond {spec.round_cap} rounds)"
)
lines.append("")
for side in spec.sides:
wins = report.wins.get(side.name, 0)
rate = report.win_rate(side.name)
low, high = report.win_rate_band(side.name)
lines.append(
f"Victoires {side.name} : {rate:.1%} ({wins}) — "
f"bande 3σ : [{low:.1%}, {high:.1%}]"
)
lines.append(f"Nuls : {report.draws / report.runs:.1%} ({report.draws})")
lines.append(f"Rounds moyens : {report.avg_rounds:.1f}")
lines.append("")
lines.append("Attrition moyenne par combatant :")
lines.extend(
f" {cid} : {attrition.hits:.2f} touches · {attrition.crits:.2f} critiques · "
f"{attrition.damage_dealt:.2f} dégâts infligés · {attrition.damage_taken:.2f} subis"
for cid, attrition in report.attrition.items()
)
return "\n".join(lines)
def main(argv: list[str] | None = None) -> int:
"""CLI entry point; returns the process exit code."""
parser = argparse.ArgumentParser(
prog="pf1e-sim",
description="Run Monte Carlo battles on a map and print a balance report.",
)
parser.add_argument("--map", required=True, type=Path, help="map YAML file")
parser.add_argument(
"--side",
action="append",
nargs="+",
metavar=("NAME", "FILE"),
help="side NAME with one or more monster JSON files (repeatable)",
)
parser.add_argument("--runs", type=int, default=1000, help="number of battles (default: 1000)")
parser.add_argument("--seed", type=int, default=1, help="RNG seed (default: 1)")
parser.add_argument(
"--round-cap",
type=int,
default=100,
help="max rounds per battle (default: 100)",
)
args = parser.parse_args(argv)
if not args.side:
parser.error("at least one --side is required")
try:
spec = _build_spec(args)
except CliError as exc:
print(f"pf1e-sim: {exc}", file=sys.stderr)
return 2
except (MapValidationError, MonsterLoadError, SheetLoadError, OSError) as exc:
print(f"pf1e-sim: {exc}", file=sys.stderr)
return 2
try:
report = run_encounter(spec, runs=args.runs, seed=args.seed)
except ValueError as exc:
print(f"pf1e-sim: {exc}", file=sys.stderr)
return 2
print(format_report(report, spec))
return 0