doc_parser_skill: - New: verify_flowchart.py (flowchart validation) - Updated: LLM.py (multi-provider: DeepSeek + DashScope) - Updated: image_parser.py (logic tree support, external prompts) - Updated: SKILL.md, prompts/image_prompt.md conflict_detection_skill: - Updated: LLM.py (multi-provider sync) - Updated: detect_conflicts.py (logic tree text conversion) ir_generation_skill: - Replaced old scripts/LLM.py + ir_generator.py with standalone project - New: main.py, config.py, step1-3_*.py, ensemble_merge.py - New: prompts/, tests/ subdirectories tests: - New: acceptance/ test suite with schema validation - Fixed: conftest no longer globally skips non-acceptance tests - Updated: test_sample.py for new ir_generation structure Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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"""
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Tests for Stage 2 (IR Extraction).
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Validates that ir_fragments.json meets quality and structural requirements:
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- All fragments have non-empty rules
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- All rules have path arrays
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- All rules have precondition.geographic_scope and precondition.screen_type
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- All trigger conditions have signal/operator/value
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- user_interaction content is non-empty and not a placeholder
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- No duplicate rule_ids (across all fragments)
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"""
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import json
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import sys
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from pathlib import Path
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from collections import Counter
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sys.path.insert(0, str(Path(__file__).parent.parent))
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import config
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PASS = "[PASS]"
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FAIL = "[FAIL]"
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WARN = "[WARN]"
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# Forbidden placeholder phrases in user_interaction content
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FORBIDDEN_PLACEHOLDERS = [
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"文案由业务定义", "待定", "自定义", "TBD", "todo", "TODO"
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]
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def load_fragments():
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"""Load ir_fragments.json."""
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try:
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return config.load_json(config.IR_FRAGMENTS_JSON)
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except FileNotFoundError:
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print(f"{FAIL} ir_fragments.json 未找到: {config.IR_FRAGMENTS_JSON}")
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print(" 请先运行 step2_ir_extraction.py")
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sys.exit(1)
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def check_non_empty_rules(fragments: list[dict]) -> list[str]:
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"""Every fragment must have at least one rule."""
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errors = []
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for f in fragments:
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uid = f.get("unit_id", "?")
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rules = f.get("rules", [])
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if not rules:
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if f.get("error"):
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errors.append(f"{uid}: 提取失败 — {f['error']}")
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else:
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errors.append(f"{uid}: rules 为空")
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return errors
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def check_rule_paths(fragments: list[dict]) -> list[str]:
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"""Every rule must have a non-empty path array."""
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errors = []
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for f in fragments:
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uid = f.get("unit_id", "?")
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for j, rule in enumerate(f.get("rules", [])):
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rid = rule.get("rule_id", f"rule[{j}]")
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path = rule.get("path", [])
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if not path:
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errors.append(f"{rid}: path 字段为空或缺失")
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elif not isinstance(path, list):
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errors.append(f"{rid}: path 必须是数组")
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return errors
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def check_precondition_fields(fragments: list[dict]) -> list[str]:
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"""Every rule must have precondition with geographic_scope and screen_type."""
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errors = []
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for f in fragments:
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uid = f.get("unit_id", "?")
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for j, rule in enumerate(f.get("rules", [])):
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rid = rule.get("rule_id", f"rule[{j}]")
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precond = rule.get("precondition", {})
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if not precond:
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errors.append(f"{rid}: precondition 缺失")
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continue
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if not precond.get("geographic_scope"):
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errors.append(f"{rid}: precondition.geographic_scope 缺失")
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if "screen_type" not in precond:
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errors.append(f"{rid}: precondition.screen_type 缺失")
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return errors
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def check_user_interaction_content(fragments: list[dict]) -> list[str]:
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"""user_interaction actions must have non-empty, non-placeholder content."""
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errors = []
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for f in fragments:
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uid = f.get("unit_id", "?")
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for j, rule in enumerate(f.get("rules", [])):
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rid = rule.get("rule_id", f"rule[{j}]")
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for k, action in enumerate(rule.get("actions", [])):
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if action.get("type") != "user_interaction":
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continue
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content = action.get("content", "")
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if not content:
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errors.append(
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f"{rid}.actions[{k}]: user_interaction 的 content 为空"
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)
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elif any(ph in content for ph in FORBIDDEN_PLACEHOLDERS):
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errors.append(
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f"{rid}.actions[{k}]: content 包含占位符: '{content}'"
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)
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return errors
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def check_sources_have_logic_tree_nodes(fragments: list[dict]) -> list[str]:
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"""Every rule should reference at least one logic tree node in its sources."""
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errors = []
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for f in fragments:
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uid = f.get("unit_id", "?")
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for j, rule in enumerate(f.get("rules", [])):
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rid = rule.get("rule_id", f"rule[{j}]")
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sources = rule.get("sources", [])
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has_logic_tree = any(
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src.get("type") == "logic_tree" and src.get("node_ids")
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for src in sources
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)
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if not has_logic_tree:
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has_text = any(
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src.get("type") in ("table", "para") for src in sources
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)
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if not has_text:
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errors.append(f"{rid}: sources 中既无逻辑树引用也无文字引用")
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return errors
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def check_trigger_conditions(fragments: list[dict]) -> list[str]:
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"""Every trigger condition must have signal, operator, value."""
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errors = []
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for f in fragments:
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uid = f.get("unit_id", "?")
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for j, rule in enumerate(f.get("rules", [])):
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rid = rule.get("rule_id", f"rule[{j}]")
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trigger = rule.get("trigger", {})
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conditions = trigger.get("conditions", [])
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if trigger.get("event") is not None:
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continue
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for k, cond in enumerate(conditions):
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signal = cond.get("signal", "")
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operator = cond.get("operator", "")
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has_value = "value" in cond
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if not signal:
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errors.append(f"{rid}.condition[{k}]: 缺少 signal")
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if not operator:
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errors.append(f"{rid}.condition[{k}]: 缺少 operator")
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if not has_value:
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errors.append(f"{rid}.condition[{k}]: 缺少 value")
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return errors
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def check_duplicate_rule_ids(fragments: list[dict]) -> list[str]:
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"""Check for duplicate rule_ids across all fragments."""
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all_rule_ids = []
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for f in fragments:
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for rule in f.get("rules", []):
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rid = rule.get("rule_id", "")
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if rid:
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all_rule_ids.append(rid)
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duplicates = [rid for rid, count in Counter(all_rule_ids).items() if count > 1]
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errors = []
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if duplicates:
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errors.append(f"重复 rule_id: {duplicates}")
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return errors
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def check_action_types(fragments: list[dict]) -> list[str]:
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"""Verify that actions have valid types."""
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valid_types = {"system", "user_interaction"}
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errors = []
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for f in fragments:
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for j, rule in enumerate(f.get("rules", [])):
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rid = rule.get("rule_id", f"rule[{j}]")
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for k, action in enumerate(rule.get("actions", [])):
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atype = action.get("type", "")
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if atype not in valid_types:
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errors.append(
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f"{rid}.action[{k}]: type='{atype}' 无效, "
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f"应为 {valid_types}"
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)
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if atype == "user_interaction" and "content" not in action:
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errors.append(
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f"{rid}.action[{k}]: user_interaction 类型缺少 content 字段"
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)
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return errors
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def run_all_tests():
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print("=" * 60)
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print("Step 2 自检测试")
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print("=" * 60)
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fragments = load_fragments()
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all_errors = []
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total_units = len(fragments)
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total_rules = sum(len(f.get("rules", [])) for f in fragments)
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# Test 1: Non-empty rules
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errors = check_non_empty_rules(fragments)
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if errors:
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print(f"\n{FAIL} 非空规则检查: {len(errors)} 个错误")
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for e in errors:
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print(f" - {e}")
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all_errors.extend(errors)
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else:
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print(f"\n{PASS} 非空规则检查: 全部通过 ({total_units} 个片段)")
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# Test 2: Rule path arrays
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errors = check_rule_paths(fragments)
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if errors:
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print(f"\n{FAIL} 规则 path 字段: {len(errors)} 个错误")
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for e in errors[:10]:
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print(f" - {e}")
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if len(errors) > 10:
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print(f" ... 还有 {len(errors) - 10} 个")
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all_errors.extend(errors)
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else:
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print(f"\n{PASS} 规则 path 字段: 全部通过")
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# Test 3: Precondition fields
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errors = check_precondition_fields(fragments)
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if errors:
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print(f"\n{FAIL} precondition 字段: {len(errors)} 个错误")
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for e in errors[:10]:
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print(f" - {e}")
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if len(errors) > 10:
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print(f" ... 还有 {len(errors) - 10} 个")
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all_errors.extend(errors)
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else:
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print(f"\n{PASS} precondition 字段: 全部通过")
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# Test 4: user_interaction content
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errors = check_user_interaction_content(fragments)
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if errors:
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print(f"\n{FAIL} user_interaction content: {len(errors)} 个错误")
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for e in errors[:10]:
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print(f" - {e}")
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if len(errors) > 10:
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print(f" ... 还有 {len(errors) - 10} 个")
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all_errors.extend(errors)
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else:
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print(f"\n{PASS} user_interaction content: 全部通过")
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# Test 5: Sources have logic tree references
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errors = check_sources_have_logic_tree_nodes(fragments)
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if errors:
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print(f"\n{FAIL} 来源节点引用: {len(errors)} 个规则缺少来源引用")
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for e in errors[:10]:
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print(f" - {e}")
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if len(errors) > 10:
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print(f" ... 还有 {len(errors) - 10} 个")
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all_errors.extend(errors)
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else:
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print(f"\n{PASS} 来源节点引用: 全部通过")
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# Test 6: Trigger conditions completeness
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errors = check_trigger_conditions(fragments)
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if errors:
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print(f"\n{FAIL} 触发条件完整性: {len(errors)} 个条件不完整")
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for e in errors[:10]:
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print(f" - {e}")
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if len(errors) > 10:
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print(f" ... 还有 {len(errors) - 10} 个")
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all_errors.extend(errors)
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else:
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print(f"\n{PASS} 触发条件完整性: 全部通过")
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# Test 7: No duplicate rule_ids
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errors = check_duplicate_rule_ids(fragments)
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if errors:
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print(f"\n{FAIL} rule_id 唯一性: 发现重复")
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for e in errors:
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print(f" - {e}")
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all_errors.extend(errors)
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else:
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print(f"\n{PASS} rule_id 唯一性: 全部通过")
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# Test 8: Valid action types
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errors = check_action_types(fragments)
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if errors:
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print(f"\n{FAIL} 动作类型检查: {len(errors)} 个问题")
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for e in errors[:10]:
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print(f" - {e}")
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all_errors.extend(errors)
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else:
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print(f"\n{PASS} 动作类型检查: 全部通过")
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# Summary
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print(f"\n{'='*60}")
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total_failures = len(all_errors)
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if total_failures == 0:
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print(f"{PASS} 所有测试通过!")
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else:
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print(f"{FAIL} 测试失败: {total_failures} 个错误")
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print("\n建议:")
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print(" 1. 检查 ir_fragments.json 中出错的规则")
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print(" 2. 如果某些功能单元的规则为空，检查上下文包是否丢失了关键信息")
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print(" 3. 调整 Prompt (prompts/step2_ir_extraction.txt) 后重新运行")
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print(f"\n统计:")
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print(f" 功能单元数: {total_units}")
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print(f" 规则总数: {total_rules}")
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error_units = sum(1 for f in fragments if f.get("error"))
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if error_units:
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print(f" 提取失败的单元: {error_units}")
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return total_failures == 0
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if __name__ == "__main__":
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success = run_all_tests()
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sys.exit(0 if success else 1)
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