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markitect-main/tests/unit/prompts/test_refinement_loop.py
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feat(prompts): implement Phase 7 - Quality & Validation (FR-9, FR-10)
Add quality gate framework with schema validation (JSON Schema via
jsonschema library), pattern validation (regex-based), multi-gate
QualityValidator with SQLite persistence, HaltingPolicyEngine with
budget/iteration/improvement checks, and RefinementLoop for iterative
execute-validate-halt cycles.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-09 13:31:37 +01:00

220 lines
7.8 KiB
Python

"""
Unit tests for RefinementLoop.
Tests the execute → validate → halt or refine cycle.
"""
import json
import pytest
from typing import List, Tuple
from markitect.prompts.quality.models import (
HaltDecision,
QualityPolicy,
ValidationResult,
ValidationStatus,
)
from markitect.prompts.quality.gates.pattern_gate import PatternValidationGate
from markitect.prompts.quality.validator import QualityValidator
from markitect.prompts.quality.refinement import RefinementLoop
class TestRefinementLoopBasic:
"""Tests for basic refinement loop operation."""
def test_immediate_quality_met(self):
"""Test loop halts immediately when quality is met on first iteration."""
gate = PatternValidationGate(
required_patterns=[r"## Summary"],
gate_id="gate-1",
)
validator = QualityValidator(gates=[gate])
policy = QualityPolicy(max_iterations=5)
loop = RefinementLoop(validator, policy)
def callback(iteration, prev_results):
return (f"run-{iteration}", "## Summary\nGood content.", "art-1")
result = loop.run(callback, "art-1")
assert result.iterations_run == 1
assert result.halting_record.decision == HaltDecision.HALT_QUALITY_MET
assert len(result.run_ids) == 1
def test_iterates_until_quality_met(self):
"""Test loop iterates until quality requirements are met."""
gate = PatternValidationGate(
required_patterns=[r"## Summary", r"## Details"],
gate_id="gate-1",
)
validator = QualityValidator(gates=[gate])
policy = QualityPolicy(max_iterations=5, min_improvement=0.0)
loop = RefinementLoop(validator, policy)
contents = [
"## Summary\nOnly summary.", # missing Details
"## Summary\nStill only summary.", # still missing, slightly different
"## Summary\n## Details\nBoth sections.", # complete
]
def callback(iteration, prev_results):
content = contents[min(iteration - 1, len(contents) - 1)]
return (f"run-{iteration}", content, "art-1")
result = loop.run(callback, "art-1")
assert result.iterations_run == 3
assert result.halting_record.decision == HaltDecision.HALT_QUALITY_MET
assert len(result.run_ids) == 3
def test_hits_iteration_limit(self):
"""Test loop stops at iteration limit."""
gate = PatternValidationGate(
required_patterns=[r"IMPOSSIBLE_PATTERN_12345"],
gate_id="gate-1",
)
validator = QualityValidator(gates=[gate])
policy = QualityPolicy(max_iterations=3, min_improvement=0.0)
loop = RefinementLoop(validator, policy)
def callback(iteration, prev_results):
return (f"run-{iteration}", "never matches", "art-1")
result = loop.run(callback, "art-1")
assert result.iterations_run == 3
assert result.halting_record.decision == HaltDecision.HALT_ITERATION_LIMIT
def test_budget_exhaustion(self):
"""Test loop stops when resource budget is exhausted."""
gate = PatternValidationGate(
required_patterns=[r"IMPOSSIBLE"],
gate_id="gate-1",
)
validator = QualityValidator(gates=[gate])
policy = QualityPolicy(max_iterations=10, resource_budget=2)
loop = RefinementLoop(validator, policy)
def callback(iteration, prev_results):
return (f"run-{iteration}", "content", "art-1")
result = loop.run(callback, "art-1")
assert result.iterations_run == 2
assert result.halting_record.decision == HaltDecision.HALT_BUDGET_EXHAUSTED
class TestRefinementLoopHistory:
"""Tests for refinement loop tracking history."""
def test_all_results_tracked(self):
"""Test all iteration results are tracked."""
gate = PatternValidationGate(
required_patterns=[r"## Summary"],
gate_id="gate-1",
)
validator = QualityValidator(gates=[gate])
policy = QualityPolicy(max_iterations=3)
loop = RefinementLoop(validator, policy)
iteration_count = [0]
def callback(iteration, prev_results):
iteration_count[0] = iteration
if iteration < 3:
return (f"run-{iteration}", "no match", "art-1")
return (f"run-{iteration}", "## Summary\nDone.", "art-1")
result = loop.run(callback, "art-1")
assert len(result.all_results) == result.iterations_run
assert len(result.run_ids) == result.iterations_run
def test_run_ids_collected(self):
"""Test run IDs are collected from each iteration."""
gate = PatternValidationGate(gate_id="gate-1")
validator = QualityValidator(gates=[gate])
policy = QualityPolicy(max_iterations=3)
loop = RefinementLoop(validator, policy)
def callback(iteration, prev_results):
return (f"run-{iteration}", "content", "art-1")
result = loop.run(callback, "art-1")
assert result.run_ids[0] == "run-1"
def test_previous_results_passed_to_callback(self):
"""Test callback receives previous iteration results."""
gate = PatternValidationGate(
required_patterns=[r"## Final"],
gate_id="gate-1",
)
validator = QualityValidator(gates=[gate])
policy = QualityPolicy(max_iterations=3)
loop = RefinementLoop(validator, policy)
received_prev: List[List[ValidationResult]] = []
def callback(iteration, prev_results):
received_prev.append(prev_results)
if iteration >= 2:
return (f"run-{iteration}", "## Final\nDone.", "art-1")
return (f"run-{iteration}", "incomplete", "art-1")
result = loop.run(callback, "art-1")
# First iteration gets empty prev_results
assert len(received_prev[0]) == 0
# Second iteration gets results from first
assert len(received_prev[1]) == 1
class TestRefinementLoopNoImprovement:
"""Tests for no-improvement halting in refinement loop."""
def test_halts_on_no_improvement(self):
"""Test loop halts when scores stop improving."""
gate = PatternValidationGate(
required_patterns=[r"## Required"],
gate_id="gate-1",
)
validator = QualityValidator(gates=[gate])
policy = QualityPolicy(
max_iterations=10,
min_improvement=0.1,
)
loop = RefinementLoop(validator, policy)
# Both iterations produce same failing content → same score → no improvement
def callback(iteration, prev_results):
return (f"run-{iteration}", "no match at all", "art-1")
result = loop.run(callback, "art-1")
# Second iteration should detect no improvement and halt
assert result.iterations_run == 2
assert result.halting_record.decision == HaltDecision.HALT_NO_IMPROVEMENT
class TestRefinementResultSerialization:
"""Tests for RefinementResult serialization."""
def test_to_dict(self):
"""Test RefinementResult serialization."""
gate = PatternValidationGate(gate_id="gate-1")
validator = QualityValidator(gates=[gate])
policy = QualityPolicy(max_iterations=1)
loop = RefinementLoop(validator, policy)
def callback(iteration, prev_results):
return ("run-1", "content", "art-1")
result = loop.run(callback, "art-1")
d = result.to_dict()
assert "iterations_run" in d
assert "final_results" in d
assert "halting_record" in d
assert "run_ids" in d