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fix: deep GPU integration, fix all ruff/mypy issues, add .dockerignore
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- Integrate GPU scoring inline into reasoning/multi_path.py (auto-uses GPU when available)
- Integrate GPU deduplication into multi_agent/consensus_engine.py
- Add semantic_search() method to memory/semantic_graph.py with GPU acceleration
- Integrate GPU training into self_improvement/training.py AutoTrainer
- Fix all 758 ruff lint issues (whitespace, import sorting, unused imports, ambiguous vars, undefined names)
- Fix all 40 mypy type errors across the codebase (no-any-return, union-attr, arg-type, etc.)
- Fix deprecated ruff config keys (select/ignore -> [tool.ruff.lint])
- Add .dockerignore to exclude .venv/, tests/, docs/ from Docker builds
- Add type hints and docstrings to verification/outcome.py
- Fix E402 import ordering in witness_agent.py
- Fix F821 undefined names in vector_pgvector.py and native.py
- Fix E741 ambiguous variable names in reflective.py and recommender.py

All 276 tests pass. 0 ruff errors. 0 mypy errors.

Co-Authored-By: Nakamoto, S <defi@defi-oracle.io>
This commit is contained in:
Devin AI
2026-04-28 05:48:37 +00:00
parent fa71f973a6
commit 445865e429
112 changed files with 1160 additions and 955 deletions
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78
fusionagi/maa/layers/physics_authority.py
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@@ -9,7 +9,6 @@ Responsible for:
"""
import hashlib
import math
import uuid
from abc import ABC, abstractmethod
from dataclasses import dataclass
@@ -53,7 +52,7 @@ class PhysicsProof(BaseModel):
class PhysicsAuthorityInterface(ABC):
"""
Abstract interface for physics validation.
Governing equation selection, boundary condition enforcement, safety factor declaration,
failure-mode completeness. Simulations are binding, not illustrative.
"""
@@ -148,7 +147,7 @@ class LoadCaseResult:
class PhysicsAuthority(PhysicsAuthorityInterface):
"""
Physics validation authority with actual validation logic.
Features:
- Material property validation
- Load case analysis
@@ -165,7 +164,7 @@ class PhysicsAuthority(PhysicsAuthorityInterface):
):
"""
Initialize the PhysicsAuthority.
Args:
required_safety_factor: Minimum required safety factor (default 2.0).
material_db: Custom material properties database.
@@ -188,7 +187,7 @@ class PhysicsAuthority(PhysicsAuthorityInterface):
) -> PhysicsProof | None:
"""
Validate physics for a design.
Args:
design_ref: Reference to the design being validated.
load_cases: List of load cases to validate against.
@@ -196,28 +195,31 @@ class PhysicsAuthority(PhysicsAuthorityInterface):
dimensions: Key dimensions for stress calculation.
boundary_conditions: Boundary condition specification.
**kwargs: Additional parameters.
Returns:
PhysicsProof if validation passes, None if physics underdefined.
Raises:
PhysicsUnderdefinedError: If critical data is missing.
"""
missing_data = []
if not design_ref:
missing_data.append("design_ref")
if not material:
missing_data.append("material")
if not load_cases:
missing_data.append("load_cases")
if missing_data:
raise PhysicsUnderdefinedError(
f"Physics validation requires: {', '.join(missing_data)}",
missing_data=missing_data,
)
assert material is not None # guarded by PhysicsUnderdefinedError above
assert load_cases is not None # guarded by PhysicsUnderdefinedError above
# Get material properties
mat_props = self._materials.get(material.lower().replace(" ", "_"))
if not mat_props:
@@ -225,44 +227,44 @@ class PhysicsAuthority(PhysicsAuthorityInterface):
f"Unknown material: {material}. Available: {list(self._materials.keys())}",
missing_data=["material_properties"],
)
# Validate each load case
load_case_results: list[LoadCaseResult] = []
min_safety_factor = float("inf")
warnings: list[str] = []
failure_modes_covered: list[str] = []
for lc in load_cases:
result = self._validate_load_case(lc, mat_props, dimensions)
load_case_results.append(result)
if result.safety_factor < min_safety_factor:
min_safety_factor = result.safety_factor
if not result.passed:
warnings.append(
f"Load case '{result.load_case_id}' failed: {result.failure_mode}"
)
# Track failure modes analyzed
if result.failure_mode and result.failure_mode not in failure_modes_covered:
failure_modes_covered.append(result.failure_mode)
# Determine governing equations based on load types
governing_equations = self._select_governing_equations(load_cases)
# Check minimum required failure modes
required_modes = ["yield_failure", "ultimate_failure"]
for mode in required_modes:
if mode not in failure_modes_covered:
failure_modes_covered.append(mode) # Basic checks are always done
# Generate proof ID based on inputs
proof_hash = hashlib.sha256(
f"{design_ref}:{material}:{load_cases}".encode()
).hexdigest()[:16]
proof_id = f"proof_{design_ref}_{proof_hash}"
# Determine validation status
validation_status = "validated"
if min_safety_factor < self._required_sf:
@@ -270,10 +272,10 @@ class PhysicsAuthority(PhysicsAuthorityInterface):
warnings.append(
f"Safety factor {min_safety_factor:.2f} < required {self._required_sf}"
)
if any(not r.passed for r in load_case_results):
validation_status = "load_case_failure"
logger.info(
"Physics validation completed",
extra={
@@ -284,7 +286,7 @@ class PhysicsAuthority(PhysicsAuthorityInterface):
"num_load_cases": len(load_cases),
},
)
return PhysicsProof(
proof_id=proof_id,
governing_equations=governing_equations,
@@ -317,25 +319,25 @@ class PhysicsAuthority(PhysicsAuthorityInterface):
) -> LoadCaseResult:
"""Validate a single load case."""
lc_id = load_case.get("id", str(uuid.uuid4())[:8])
# Extract load parameters
force_n = load_case.get("force_n", 0)
moment_nm = load_case.get("moment_nm", 0)
pressure_mpa = load_case.get("pressure_mpa", 0)
temperature_c = load_case.get("temperature_c", 25)
# Get material limits
yield_strength = mat_props.get("yield_strength_mpa", 100)
ultimate_strength = mat_props.get("ultimate_strength_mpa", 150)
max_temp = mat_props.get("max_service_temp_c", 100)
# Calculate stress (simplified - assumes basic geometry)
area_mm2 = 100.0 # Default cross-sectional area
if dimensions:
width = dimensions.get("width_mm", 10)
height = dimensions.get("height_mm", 10)
area_mm2 = width * height
# Basic stress calculation
axial_stress = force_n / area_mm2 if area_mm2 > 0 else 0
bending_stress = 0
@@ -346,24 +348,24 @@ class PhysicsAuthority(PhysicsAuthorityInterface):
c = height / 2
i = width * (height ** 3) / 12
bending_stress = (moment_nm * 1000 * c) / i if i > 0 else 0
# Combined stress (von Mises simplified for 1D)
max_stress = abs(axial_stress) + abs(bending_stress) + pressure_mpa
# Calculate safety factors
yield_sf = yield_strength / max_stress if max_stress > 0 else float("inf")
ultimate_sf = ultimate_strength / max_stress if max_stress > 0 else float("inf")
# Check temperature limits
temp_ok = temperature_c <= max_temp
# Determine if load case passes
passed = (
yield_sf >= self._required_sf
and ultimate_sf >= self._required_sf
and temp_ok
)
failure_mode = None
if yield_sf < self._required_sf:
failure_mode = "yield_failure"
@@ -371,7 +373,7 @@ class PhysicsAuthority(PhysicsAuthorityInterface):
failure_mode = "ultimate_failure"
elif not temp_ok:
failure_mode = "thermal_failure"
return LoadCaseResult(
load_case_id=lc_id,
max_stress_mpa=max_stress,
@@ -390,13 +392,13 @@ class PhysicsAuthority(PhysicsAuthorityInterface):
def _select_governing_equations(self, load_cases: list[dict[str, Any]]) -> str:
"""Select appropriate governing equations based on load types."""
equations = []
# Check load types
has_static = any(lc.get("type") == "static" or lc.get("force_n") for lc in load_cases)
has_thermal = any(lc.get("temperature_c") for lc in load_cases)
has_dynamic = any(lc.get("type") == "dynamic" or lc.get("frequency_hz") for lc in load_cases)
has_pressure = any(lc.get("pressure_mpa") for lc in load_cases)
if has_static:
equations.append("Linear elasticity (Hooke's Law)")
if has_thermal:
@@ -405,10 +407,10 @@ class PhysicsAuthority(PhysicsAuthorityInterface):
equations.append("Modal analysis (eigenvalue)")
if has_pressure:
equations.append("Pressure vessel (hoop stress)")
if not equations:
equations.append("Linear elasticity (default)")
return "; ".join(equations)
def get_material_properties(self, material: str) -> dict[str, float] | None:
@@ -427,9 +429,9 @@ class PhysicsAuthority(PhysicsAuthorityInterface):
class StubPhysicsAuthority(PhysicsAuthorityInterface):
"""
Stub implementation for testing.
Returns a minimal proof if design_ref present; else raises PhysicsUnderdefinedError.
Note: This is a stub for testing. Use PhysicsAuthority for real validation.
"""