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physicalCombinatorics/src/physcom/engine/constraint_resolver.py

231 lines
9.6 KiB
Python

"""Dependency contradiction detection engine."""
from __future__ import annotations
from dataclasses import dataclass, field
from physcom.models.combination import Combination
from physcom.models.domain import DomainConstraint
from physcom.models.entity import Dependency
# Mutual exclusion registry: for a given key, which value-sets contradict.
# Values within the same set are compatible; values in different sets contradict.
MUTEX_VALUES: dict[str, list[set[str]]] = {
"atmosphere": [{"vacuum", "vacuum_or_thin"}, {"dense", "standard"}],
"medium": [{"ground"}, {"water"}, {"air"}, {"space"}],
}
# Conditions assumed always available (don't need an explicit provides)
AMBIENT_CONDITIONS: set[tuple[str, str]] = {
("ground_surface", "true"),
("gravity", "true"),
("star_proximity", "true"),
}
# Per-category behavior for unmet requirements:
# "block" = hard violation, "warn" = conditional warning, "skip" = ignore
CATEGORY_SEVERITY: dict[str, str] = {
"energy": "block",
"infrastructure": "skip",
}
# For provides-vs-range_min: deficit > this ratio = hard block, else warning
DEFICIT_THRESHOLD: float = 0.25
@dataclass
class ConstraintResult:
"""Outcome of constraint resolution for a combination."""
status: str = "valid" # valid, blocked, conditional
violations: list[str] = field(default_factory=list)
warnings: list[str] = field(default_factory=list)
class ConstraintResolver:
"""Checks a Combination's entities for dependency contradictions."""
def __init__(
self,
mutex_registry=None,
ambient_conditions=None,
category_severity=None,
deficit_threshold=None,
) -> None:
self.mutex = mutex_registry or MUTEX_VALUES
self.ambient = ambient_conditions or AMBIENT_CONDITIONS
self.category_severity = category_severity or CATEGORY_SEVERITY
self.deficit_threshold = (
deficit_threshold if deficit_threshold is not None else DEFICIT_THRESHOLD
)
def resolve(self, combination: Combination) -> ConstraintResult:
result = ConstraintResult()
all_deps: list[tuple[str, Dependency]] = []
for entity in combination.entities:
for dep in entity.dependencies:
all_deps.append((entity.name, dep))
self._check_requires_vs_excludes(all_deps, result)
self._check_mutual_exclusion(all_deps, result)
self._check_range_incompatibility(all_deps, result)
self._check_provides_vs_range(combination, result)
self._check_unmet_requirements(all_deps, result)
if result.violations:
result.status = "p1_fail"
elif result.warnings:
result.status = "conditional"
return result
def _check_requires_vs_excludes(
self, all_deps: list[tuple[str, Dependency]], result: ConstraintResult
) -> None:
"""Rule 1: If A requires key=X and B excludes key=X → BLOCKED."""
requires = [(name, d) for name, d in all_deps if d.constraint_type == "requires"]
excludes = [(name, d) for name, d in all_deps if d.constraint_type == "excludes"]
for req_name, req in requires:
for exc_name, exc in excludes:
if req_name == exc_name:
continue
if req.key == exc.key and req.value == exc.value:
result.violations.append(
f"{req_name} requires {req.key}={req.value} "
f"but {exc_name} excludes it"
)
def _check_mutual_exclusion(
self, all_deps: list[tuple[str, Dependency]], result: ConstraintResult
) -> None:
"""Rule 2: If A requires key=X and B requires key=Y where X,Y are mutex → BLOCKED."""
requires = [(name, d) for name, d in all_deps if d.constraint_type == "requires"]
for i, (name_a, dep_a) in enumerate(requires):
for name_b, dep_b in requires[i + 1:]:
if name_a == name_b:
continue
if dep_a.key != dep_b.key:
continue
if dep_a.value == dep_b.value:
continue
# Check if values are in different mutex sets
if dep_a.key in self.mutex:
set_a = self._find_mutex_set(dep_a.key, dep_a.value)
set_b = self._find_mutex_set(dep_b.key, dep_b.value)
if set_a is not None and set_b is not None and set_a is not set_b:
result.violations.append(
f"{name_a} requires {dep_a.key}={dep_a.value} "
f"but {name_b} requires {dep_b.key}={dep_b.value} "
f"(mutually exclusive)"
)
def _find_mutex_set(self, key: str, value: str) -> set[str] | None:
"""Find which mutex set a value belongs to, or None."""
for value_set in self.mutex.get(key, []):
if value in value_set:
return value_set
return None
def _check_range_incompatibility(
self, all_deps: list[tuple[str, Dependency]], result: ConstraintResult
) -> None:
"""Rule 3: If A range_min > B range_max for the same key → BLOCKED."""
range_mins: dict[str, list[tuple[str, float]]] = {}
range_maxs: dict[str, list[tuple[str, float]]] = {}
for name, dep in all_deps:
if dep.constraint_type == "range_min":
range_mins.setdefault(dep.key, []).append((name, float(dep.value)))
elif dep.constraint_type == "range_max":
range_maxs.setdefault(dep.key, []).append((name, float(dep.value)))
for key in set(range_mins) & set(range_maxs):
for min_name, min_val in range_mins[key]:
for max_name, max_val in range_maxs[key]:
if min_name == max_name:
continue
if min_val > max_val:
result.violations.append(
f"{min_name} requires {key} >= {min_val} "
f"but {max_name} limits {key} <= {max_val}"
)
def _check_provides_vs_range(
self, combination: Combination, result: ConstraintResult
) -> None:
"""Generic: provides(key, N) < range_min(key, M) → block/warn."""
provided: dict[str, list[tuple[str, float]]] = {}
required: dict[str, list[tuple[str, float]]] = {}
for entity in combination.entities:
for dep in entity.dependencies:
try:
val = float(dep.value)
except (ValueError, TypeError):
continue
if dep.constraint_type == "provides":
provided.setdefault(dep.key, []).append((entity.name, val))
elif dep.constraint_type == "range_min":
required.setdefault(dep.key, []).append((entity.name, val))
for key in set(provided) & set(required):
for req_name, req_val in required[key]:
for prov_name, prov_val in provided[key]:
if prov_val < req_val * self.deficit_threshold:
result.violations.append(
f"{prov_name} provides {key}={prov_val:.0f} but "
f"{req_name} requires {key}>={req_val:.0f} "
f"(deficit > {int(1 / self.deficit_threshold)}x)"
)
elif prov_val < req_val:
result.warnings.append(
f"{prov_name} provides {key}={prov_val:.0f} but "
f"{req_name} requires {key}>={req_val:.0f} "
f"(under-provision)"
)
def check_domain_constraints(
self, combination: Combination, constraints: list[DomainConstraint]
) -> ConstraintResult:
"""Check if a combo's entity requirements fall within domain-allowed values."""
result = ConstraintResult()
for dc in constraints:
allowed = set(dc.allowed_values)
for entity in combination.entities:
for dep in entity.dependencies:
if dep.key == dc.key and dep.constraint_type == "requires":
if dep.value not in allowed:
result.violations.append(
f"{entity.name} requires {dc.key}={dep.value} "
f"but domain only allows {dc.allowed_values}"
)
if result.violations:
result.status = "p1_fail"
return result
def _check_unmet_requirements(
self, all_deps: list[tuple[str, Dependency]], result: ConstraintResult
) -> None:
"""Rule 5: Required condition not provided by any entity → conditional."""
provides = {(d.key, d.value) for _, d in all_deps if d.constraint_type == "provides"}
for name, dep in all_deps:
if dep.constraint_type != "requires":
continue
severity = self.category_severity.get(dep.category, "warn")
if severity == "skip":
continue
key_val = (dep.key, dep.value)
if key_val not in provides and key_val not in self.ambient:
msg = (
f"{name} requires {dep.key}={dep.value} "
f"but no entity in this combination provides it"
)
if severity == "block":
result.violations.append(msg)
else:
result.warnings.append(msg)