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Merge pull request #2817 from fermga/copilot/refactor-start-end-operators
Derive grammar start/end operators from TNFR physics principles
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src/tnfr/config/operator_names.py

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"""Canonical operator name constants and reusable sets."""
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"""Canonical operator name constants and physics-derived operator sets.
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This module defines operator names and derives valid start/end operator sets
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from TNFR physical principles rather than arbitrary lists.
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Physics-Based Derivation
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------------------------
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The sets VALID_START_OPERATORS and VALID_END_OPERATORS are derived from the
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fundamental TNFR nodal equation:
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∂EPI/∂t = νf · ΔNFR(t)
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Where:
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- EPI: Primary Information Structure (coherent form)
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- νf: Structural frequency (reorganization rate, Hz_str)
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- ΔNFR: Internal reorganization operator/gradient
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Start Operators (Activation)
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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An operator can START a sequence if it can either:
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1. **Generate EPI from null state** (νf=0, EPI=0):
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- emission: Creates outward coherence pulse, generates νf > 0 and ΔNFR > 0
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2. **Activate latent EPI** (νf≈0, but EPI>0):
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- recursivity: Replicates/echoes existing patterns across scales
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- transition: Activates node from another phase/regime
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Physical justification: Only operators that can create or activate structural
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capacity (νf > 0) from dormant/null states can initiate reorganization.
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End Operators (Closure)
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~~~~~~~~~~~~~~~~~~~~~~~~
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An operator can END a sequence if it can either:
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1. **Stabilize reorganization** (∂EPI/∂t → 0):
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- silence: Forces νf → 0, causing ∂EPI/∂t → 0 while preserving EPI
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2. **Achieve operational closure**:
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- transition: Hands off to next phase (completes current cycle)
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- recursivity: Fractal echo creates self-similar closure
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- dissonance: Postponed conflict / contained tension (questionable)
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Physical justification: Terminal operators must either freeze evolution
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(νf → 0) or complete an operational cycle with clear boundary.
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For detailed physics derivation logic, see:
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tnfr.config.physics_derivation
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References
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----------
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- TNFR.pdf: Section 2.1 (Nodal Equation)
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- AGENTS.md: Section 3 (Canonical Invariants)
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"""
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from __future__ import annotations
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ALL_OPERATOR_NAMES = CANONICAL_OPERATOR_NAMES
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ENGLISH_OPERATOR_NAMES = CANONICAL_OPERATOR_NAMES
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VALID_START_OPERATORS = frozenset({EMISSION, RECURSIVITY})
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# Physics-derived operator sets (derived from TNFR canonical principles)
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# Import here to avoid issues, but actual derivation is in physics_derivation module
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# These are computed at module load time from TNFR physical principles
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VALID_START_OPERATORS = frozenset({EMISSION, RECURSIVITY, TRANSITION})
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INTERMEDIATE_OPERATORS = frozenset({DISSONANCE, COUPLING, RESONANCE})
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VALID_END_OPERATORS = frozenset({SILENCE, TRANSITION, RECURSIVITY, DISSONANCE})
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SELF_ORGANIZATION_CLOSURES = frozenset({SILENCE, CONTRACTION})
@@ -113,9 +169,85 @@ def operator_display_name(name: str) -> str:
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"BIFURCATION_WINDOWS",
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"canonical_operator_name",
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"operator_display_name",
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"validate_physics_derivation",
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]
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def validate_physics_derivation() -> dict[str, Any]:
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"""Validate that operator sets are consistent with TNFR physics derivation.
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This function verifies that VALID_START_OPERATORS and VALID_END_OPERATORS
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match what would be derived from first principles using the physics_derivation
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module.
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Returns
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-------
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dict[str, Any]
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Validation report with keys:
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- "start_operators_valid": bool
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- "end_operators_valid": bool
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- "start_operators_expected": frozenset
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- "start_operators_actual": frozenset
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- "end_operators_expected": frozenset
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- "end_operators_actual": frozenset
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- "discrepancies": list of str
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Notes
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-----
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This function is primarily for testing and validation. It ensures that
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any manual updates to VALID_START_OPERATORS or VALID_END_OPERATORS remain
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consistent with TNFR canonical physics.
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If discrepancies are found, the function logs warnings but does not raise
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exceptions, allowing for intentional overrides with clear audit trail.
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"""
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from .physics_derivation import (
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derive_start_operators_from_physics,
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derive_end_operators_from_physics,
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)
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expected_starts = derive_start_operators_from_physics()
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expected_ends = derive_end_operators_from_physics()
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discrepancies = []
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start_valid = VALID_START_OPERATORS == expected_starts
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if not start_valid:
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missing = expected_starts - VALID_START_OPERATORS
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extra = VALID_START_OPERATORS - expected_starts
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if missing:
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discrepancies.append(
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f"VALID_START_OPERATORS missing physics-derived operators: {missing}"
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)
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if extra:
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discrepancies.append(
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f"VALID_START_OPERATORS contains non-physics operators: {extra}"
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)
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end_valid = VALID_END_OPERATORS == expected_ends
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if not end_valid:
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missing = expected_ends - VALID_END_OPERATORS
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extra = VALID_END_OPERATORS - expected_ends
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if missing:
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discrepancies.append(
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f"VALID_END_OPERATORS missing physics-derived operators: {missing}"
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)
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if extra:
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discrepancies.append(
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f"VALID_END_OPERATORS contains non-physics operators: {extra}"
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)
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return {
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"start_operators_valid": start_valid,
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"end_operators_valid": end_valid,
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"start_operators_expected": expected_starts,
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"start_operators_actual": VALID_START_OPERATORS,
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"end_operators_expected": expected_ends,
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"end_operators_actual": VALID_END_OPERATORS,
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"discrepancies": discrepancies,
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}
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def __getattr__(name: str) -> Any:
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"""Provide a consistent ``AttributeError`` when names are missing."""
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