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domain-level constraints

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This commit is contained in:
Andrew Simonson
2026-03-04 16:53:58 -06:00
parent 00cc8dd9ef
commit 843baa15ad
11 changed files with 188 additions and 21 deletions
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48
src/physcom/db/repository.py
View File

@@ -9,7 +9,7 @@ from datetime import datetime, timezone
from typing import Sequence
from physcom.models.entity import Dependency, Entity
from physcom.models.domain import Domain, MetricBound
from physcom.models.domain import Domain, DomainConstraint, MetricBound
from physcom.models.combination import Combination
@@ -249,9 +249,25 @@ class Repository:
(domain.id, metric_id, mb.weight, mb.norm_min, mb.norm_max,
int(mb.lower_is_better)),
)
for dc in domain.constraints:
for val in dc.allowed_values:
self.conn.execute(
"INSERT OR IGNORE INTO domain_constraints (domain_id, key, value) VALUES (?, ?, ?)",
(domain.id, dc.key, val),
)
self.conn.commit()
return domain
def _load_domain_constraints(self, domain_id: int) -> list[DomainConstraint]:
rows = self.conn.execute(
"SELECT key, value FROM domain_constraints WHERE domain_id = ? ORDER BY key, value",
(domain_id,),
).fetchall()
by_key: dict[str, list[str]] = {}
for r in rows:
by_key.setdefault(r["key"], []).append(r["value"])
return [DomainConstraint(key=k, allowed_values=v) for k, v in by_key.items()]
def get_domain(self, name: str) -> Domain | None:
row = self.conn.execute("SELECT * FROM domains WHERE name = ?", (name,)).fetchone()
if not row:
@@ -277,6 +293,7 @@ class Repository:
)
for w in weights
],
constraints=self._load_domain_constraints(row["id"]),
)
def list_domains(self) -> list[Domain]:
@@ -308,6 +325,7 @@ class Repository:
)
for w in weights
],
constraints=self._load_domain_constraints(row["id"]),
)
def update_domain(self, domain_id: int, name: str, description: str) -> None:
@@ -359,9 +377,28 @@ class Repository:
self.conn.execute("DELETE FROM combination_results WHERE domain_id = ?", (domain_id,))
self.conn.execute("DELETE FROM combination_scores WHERE domain_id = ?", (domain_id,))
self.conn.execute("DELETE FROM domain_metric_weights WHERE domain_id = ?", (domain_id,))
self.conn.execute("DELETE FROM domain_constraints WHERE domain_id = ?", (domain_id,))
self.conn.execute("DELETE FROM domains WHERE id = ?", (domain_id,))
self.conn.commit()
def replace_domain_constraints(self, domain: Domain) -> None:
"""Delete and re-insert domain constraints. Used by seed backfill."""
if not domain.id:
existing = self.conn.execute(
"SELECT id FROM domains WHERE name = ?", (domain.name,)
).fetchone()
if not existing:
return
domain.id = existing["id"]
self.conn.execute("DELETE FROM domain_constraints WHERE domain_id = ?", (domain.id,))
for dc in domain.constraints:
for val in dc.allowed_values:
self.conn.execute(
"INSERT OR IGNORE INTO domain_constraints (domain_id, key, value) VALUES (?, ?, ?)",
(domain.id, dc.key, val),
)
self.conn.commit()
def reset_domain_results(self, domain_name: str) -> int:
"""Delete all pipeline results for a domain so it can be re-run from scratch.
@@ -560,14 +597,15 @@ class Repository:
novelty_flag: str | None = None,
llm_review: str | None = None,
human_notes: str | None = None,
domain_block_reason: str | None = None,
) -> None:
self.conn.execute(
"""INSERT OR REPLACE INTO combination_results
(combination_id, domain_id, composite_score, novelty_flag,
llm_review, human_notes, pass_reached)
VALUES (?, ?, ?, ?, ?, ?, ?)""",
llm_review, human_notes, pass_reached, domain_block_reason)
VALUES (?, ?, ?, ?, ?, ?, ?, ?)""",
(combo_id, domain_id, composite_score, novelty_flag,
llm_review, human_notes, pass_reached),
llm_review, human_notes, pass_reached, domain_block_reason),
)
self.conn.commit()
@@ -667,6 +705,7 @@ class Repository:
"human_notes": r["human_notes"],
"pass_reached": r["pass_reached"],
"domain_id": r["domain_id"],
"domain_block_reason": r["domain_block_reason"],
}
for r in rows
]
@@ -814,6 +853,7 @@ class Repository:
self.conn.execute("DELETE FROM dependencies")
self.conn.execute("DELETE FROM entities")
self.conn.execute("DELETE FROM domain_metric_weights")
self.conn.execute("DELETE FROM domain_constraints")
self.conn.execute("DELETE FROM domains")
self.conn.execute("DELETE FROM metrics")
self.conn.execute("DELETE FROM dimensions")

45
src/physcom/db/schema.py
View File

@@ -81,14 +81,15 @@ CREATE TABLE IF NOT EXISTS combination_scores (
);
CREATE TABLE IF NOT EXISTS combination_results (
id INTEGER PRIMARY KEY AUTOINCREMENT,
combination_id INTEGER NOT NULL REFERENCES combinations(id),
domain_id INTEGER NOT NULL REFERENCES domains(id),
composite_score REAL,
novelty_flag TEXT,
llm_review TEXT,
human_notes TEXT,
pass_reached INTEGER,
id INTEGER PRIMARY KEY AUTOINCREMENT,
combination_id INTEGER NOT NULL REFERENCES combinations(id),
domain_id INTEGER NOT NULL REFERENCES domains(id),
composite_score REAL,
novelty_flag TEXT,
llm_review TEXT,
human_notes TEXT,
pass_reached INTEGER,
domain_block_reason TEXT,
UNIQUE(combination_id, domain_id)
);
@@ -109,6 +110,14 @@ CREATE TABLE IF NOT EXISTS pipeline_runs (
created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
);
CREATE TABLE IF NOT EXISTS domain_constraints (
id INTEGER PRIMARY KEY AUTOINCREMENT,
domain_id INTEGER NOT NULL REFERENCES domains(id),
key TEXT NOT NULL,
value TEXT NOT NULL,
UNIQUE(domain_id, key, value)
);
CREATE INDEX IF NOT EXISTS idx_deps_entity ON dependencies(entity_id);
CREATE INDEX IF NOT EXISTS idx_deps_category_key ON dependencies(category, key);
CREATE INDEX IF NOT EXISTS idx_combo_status ON combinations(status);
@@ -126,6 +135,26 @@ def _migrate(conn: sqlite3.Connection) -> None:
"ALTER TABLE domain_metric_weights ADD COLUMN lower_is_better INTEGER NOT NULL DEFAULT 0"
)
# Create domain_constraints table if missing (added after initial schema)
tables = {r[0] for r in conn.execute(
"SELECT name FROM sqlite_master WHERE type='table'"
).fetchall()}
if "domain_constraints" not in tables:
conn.execute("""CREATE TABLE IF NOT EXISTS domain_constraints (
id INTEGER PRIMARY KEY AUTOINCREMENT,
domain_id INTEGER NOT NULL REFERENCES domains(id),
key TEXT NOT NULL,
value TEXT NOT NULL,
UNIQUE(domain_id, key, value)
)""")
# Add domain_block_reason to combination_results if missing
result_cols = {r[1] for r in conn.execute("PRAGMA table_info(combination_results)").fetchall()}
if "domain_block_reason" not in result_cols:
conn.execute(
"ALTER TABLE combination_results ADD COLUMN domain_block_reason TEXT"
)
# Backfill: cost_efficiency is lower-is-better in all domains
conn.execute(
"""UPDATE domain_metric_weights SET lower_is_better = 1

20
src/physcom/engine/constraint_resolver.py
View File

@@ -5,6 +5,7 @@ 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
@@ -158,6 +159,25 @@ class ConstraintResolver:
f"(under-density)"
)
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:

27
src/physcom/engine/pipeline.py
View File

@@ -164,6 +164,26 @@ class Pipeline:
else:
combo.status = "valid"
self.repo.update_combination_status(combo.id, "valid")
# Domain constraint check (per-domain block only)
if domain.constraints:
dc_result = self.resolver.check_domain_constraints(
combo, domain.constraints
)
if dc_result.status == "p1_fail":
self.repo.save_result(
combo.id, domain.id,
composite_score=0.0, pass_reached=1,
domain_block_reason="; ".join(
dc_result.violations
),
)
result.pass1_failed += 1
self._update_run_counters(
run_id, result, current_pass=1
)
continue
if cr.status == "conditional":
result.pass1_conditional += 1
else:
@@ -175,8 +195,11 @@ class Pipeline:
if combo.status.endswith("_fail"):
result.pass1_failed += 1
continue
else:
result.pass1_valid += 1
# Check if domain-blocked from a prior run
if existing_result and existing_result["pass_reached"] == 1:
result.pass1_failed += 1
continue
result.pass1_valid += 1
else:
# Pass 1 not requested; check if failed from a prior run
if combo.status.endswith("_fail"):

9
src/physcom/models/domain.py
View File

@@ -18,6 +18,14 @@ class MetricBound:
metric_id: int | None = None
@dataclass
class DomainConstraint:
"""Whitelist constraint: only these values are allowed for a dependency key."""
key: str # dependency key, e.g. "medium"
allowed_values: list[str] = field(default_factory=list) # e.g. ["ground", "air"]
@dataclass
class Domain:
"""A context frame that defines what 'good' means (e.g., urban_commuting)."""
@@ -25,4 +33,5 @@ class Domain:
name: str
description: str = ""
metric_bounds: list[MetricBound] = field(default_factory=list)
constraints: list[DomainConstraint] = field(default_factory=list)
id: int | None = None

9
src/physcom/seed/transport_example.py
View File

@@ -3,7 +3,7 @@
from __future__ import annotations
from physcom.models.entity import Entity, Dependency
from physcom.models.domain import Domain, MetricBound
from physcom.models.domain import Domain, DomainConstraint, MetricBound
# ── Platforms — Ground ──────────────────────────────────────────
@@ -726,6 +726,7 @@ URBAN_COMMUTING = Domain(
MetricBound("availability", weight=0.15, norm_min=0.0, norm_max=1.0, unit="0-1"),
MetricBound("range_fuel", weight=0.10, norm_min=5000, norm_max=500000, unit="m"),
],
constraints=[DomainConstraint("medium", ["ground", "air"])],
)
INTERPLANETARY = Domain(
@@ -738,6 +739,7 @@ INTERPLANETARY = Domain(
MetricBound("cost_efficiency", weight=0.10, norm_min=1.0, norm_max=1e6, unit="$/m", lower_is_better=True),
MetricBound("range_degradation", weight=0.10, norm_min=8640000, norm_max=3.1536e9, unit="s"),
],
constraints=[DomainConstraint("medium", ["space"])],
)
MARITIME_SHIPPING = Domain(
@@ -750,6 +752,7 @@ MARITIME_SHIPPING = Domain(
MetricBound("safety", weight=0.20, norm_min=0.0, norm_max=1.0, unit="0-1"),
MetricBound("range_fuel", weight=0.15, norm_min=100000, norm_max=40000000, unit="m"),
],
constraints=[DomainConstraint("medium", ["water"])],
)
LAST_MILE_DELIVERY = Domain(
@@ -762,6 +765,7 @@ LAST_MILE_DELIVERY = Domain(
MetricBound("safety", weight=0.15, norm_min=0.0, norm_max=1.0, unit="0-1"),
MetricBound("environmental_impact", weight=0.10, norm_min=0, norm_max=5e-4, unit="kg/m", lower_is_better=True),
],
constraints=[DomainConstraint("medium", ["ground", "air"])],
)
CROSS_COUNTRY_FREIGHT = Domain(
@@ -774,6 +778,7 @@ CROSS_COUNTRY_FREIGHT = Domain(
MetricBound("range_fuel", weight=0.20, norm_min=100000, norm_max=5000000, unit="m"),
MetricBound("reliability", weight=0.10, norm_min=0.0, norm_max=1.0, unit="0-1"),
],
constraints=[DomainConstraint("medium", ["ground"])],
)
ALL_DOMAINS = [
@@ -831,5 +836,7 @@ def load_transport_seed(repo) -> dict:
repo.ensure_metric(mb.metric_name, unit=mb.unit)
if mb.lower_is_better:
repo.backfill_lower_is_better(domain.name, mb.metric_name)
# Backfill domain constraints
repo.replace_domain_constraints(domain)
return counts