新增修改
This commit is contained in:
167
final/scripts/run_all.py
Normal file
167
final/scripts/run_all.py
Normal file
@@ -0,0 +1,167 @@
|
||||
#!/usr/bin/env python3
|
||||
"""
|
||||
一键运行：实体属性表 + 三元组 的读取、清洗、导出
|
||||
用法: python scripts/run_all.py
|
||||
"""
|
||||
import json
|
||||
import os
|
||||
import sys
|
||||
|
||||
_script_dir = os.path.dirname(os.path.abspath(__file__))
|
||||
_project_root = os.path.dirname(_script_dir)
|
||||
sys.path.insert(0, _project_root)
|
||||
|
||||
|
||||
def _json_serializer(obj):
|
||||
if hasattr(obj, 'isoformat'):
|
||||
return obj.isoformat()
|
||||
if hasattr(obj, 'item'):
|
||||
return obj.item()
|
||||
if isinstance(obj, float) and (obj != obj or obj == float('inf') or obj == float('-inf')):
|
||||
return None
|
||||
raise TypeError(f'Object of type {type(obj).__name__} is not JSON serializable')
|
||||
|
||||
|
||||
def load_config(project_root: str) -> dict:
|
||||
config_dir = os.path.join(project_root, 'config')
|
||||
json_path = os.path.join(config_dir, 'config.json')
|
||||
yaml_path = os.path.join(config_dir, 'config.yaml')
|
||||
if os.path.exists(json_path):
|
||||
with open(json_path, 'r', encoding='utf-8') as f:
|
||||
return json.load(f)
|
||||
if os.path.exists(yaml_path):
|
||||
try:
|
||||
import yaml
|
||||
with open(yaml_path, 'r', encoding='utf-8') as f:
|
||||
return yaml.safe_load(f)
|
||||
except ImportError:
|
||||
pass
|
||||
return {'source': 'json', 'json': {}, 'triplet': {}, 'db': {}}
|
||||
|
||||
|
||||
def _resolve_path(path: str, project_root: str) -> str:
|
||||
return path if os.path.isabs(path) else os.path.join(project_root, path)
|
||||
|
||||
|
||||
def main():
|
||||
from src.cleaner import AdvancedDataCleaner
|
||||
from src.data_loader import load_data, load_triplets_from_dm, load_from_json, run_formalization_pipeline
|
||||
from src.triplet_cleaner import clean_triplets
|
||||
|
||||
config = load_config(_project_root)
|
||||
source = config.get('source', 'json')
|
||||
tc = config.get('triplet', {})
|
||||
|
||||
# 三元组：db 模式默认处理；json 模式需 triplet.input_file；triplet.enabled=false 可关闭
|
||||
triplet_input = tc.get('input_file')
|
||||
run_triplets = tc.get('enabled', source == 'db' or bool(triplet_input))
|
||||
|
||||
print("=" * 50)
|
||||
print("作战体系数据清洗 - 一键运行")
|
||||
print("=" * 50)
|
||||
print(f"数据源: {source}")
|
||||
|
||||
# ---------- 1. 实体属性表 ----------
|
||||
print("\n【1/2】实体属性表 读取与清洗")
|
||||
try:
|
||||
data, paths = load_data(config, _project_root)
|
||||
except (FileNotFoundError, ValueError) as e:
|
||||
print(f"错误：{e}")
|
||||
sys.exit(1)
|
||||
|
||||
os.makedirs(os.path.dirname(paths['report']), exist_ok=True)
|
||||
cleaner = AdvancedDataCleaner(output_file=paths['output'], report_file=paths['report'], data=data)
|
||||
cleaner.run()
|
||||
valid_ids = cleaner.get_valid_target_ids()
|
||||
print(f" -> 输出: {paths['output']}")
|
||||
print(f" -> 报告: {paths['report']}")
|
||||
|
||||
# ---------- 2. 三元组 ----------
|
||||
if not run_triplets:
|
||||
print("\n【2/2】三元组 已跳过（triplet.enabled=false 或 json 模式未配置 input_file）")
|
||||
print("\n完成。")
|
||||
return
|
||||
|
||||
print("\n【2/2】三元组 读取与清洗")
|
||||
|
||||
if source == 'db':
|
||||
triplets = load_triplets_from_dm(config, _project_root)
|
||||
print(f" 从达梦读取 {len(triplets)} 条三元组")
|
||||
elif triplet_input:
|
||||
input_path = _resolve_path(triplet_input, _project_root)
|
||||
if os.path.exists(input_path):
|
||||
raw = load_from_json(input_path, _project_root)
|
||||
triplets = raw.get("triples", raw) if isinstance(raw, dict) else raw
|
||||
triplets = triplets if isinstance(triplets, list) else []
|
||||
print(f" 从 {triplet_input} 读取 {len(triplets)} 条三元组")
|
||||
else:
|
||||
print(f" 跳过：三元组文件不存在 {input_path}")
|
||||
triplets = []
|
||||
else:
|
||||
print(" 跳过：json 模式未配置 triplet.input_file")
|
||||
triplets = []
|
||||
|
||||
if not triplets:
|
||||
print(" 无三元组数据，跳过导出")
|
||||
print("\n完成。")
|
||||
return
|
||||
|
||||
# 三元组清洗配置
|
||||
clean_cfg = tc.get('clean', True)
|
||||
do_clean = {'deduplicate': True, 'filter_orphans': False, 'remove_null_core': True, 'normalize_relation_type': True} if clean_cfg is True else (clean_cfg if isinstance(clean_cfg, dict) else {})
|
||||
deduplicate = do_clean.get('deduplicate', True) if do_clean else False
|
||||
filter_orphans = do_clean.get('filter_orphans', False) if do_clean else False
|
||||
remove_null_core = do_clean.get('remove_null_core', True) if do_clean else False
|
||||
normalize_relation_type = do_clean.get('normalize_relation_type', True) if do_clean else False
|
||||
|
||||
if do_clean and (deduplicate or filter_orphans or remove_null_core or normalize_relation_type):
|
||||
triplets, report = clean_triplets(
|
||||
triplets,
|
||||
valid_ids=valid_ids if filter_orphans else None,
|
||||
deduplicate=deduplicate,
|
||||
filter_orphans=filter_orphans,
|
||||
remove_null_core=remove_null_core,
|
||||
normalize_relation_type=normalize_relation_type,
|
||||
)
|
||||
report_path = _resolve_path(tc.get('report_file', 'report/triplet_cleaning_report.json'), _project_root)
|
||||
os.makedirs(os.path.dirname(report_path), exist_ok=True)
|
||||
with open(report_path, 'w', encoding='utf-8') as f:
|
||||
json.dump(report, f, ensure_ascii=False, indent=2, default=_json_serializer)
|
||||
print(f" 清洗: {report['original_count']} -> {report['final_count']}")
|
||||
print(f" 报告: {report_path}")
|
||||
|
||||
# 转为输出格式：head, head_type, relation, tail, tail_type
|
||||
from src.triplet_cleaner import transform_triplet_output_format
|
||||
id_to_role = cleaner.get_id_to_role()
|
||||
triplets = transform_triplet_output_format(triplets, id_to_role)
|
||||
|
||||
output_path = _resolve_path(tc.get('output_file', 'data/triples.json'), _project_root)
|
||||
os.makedirs(os.path.dirname(output_path), exist_ok=True)
|
||||
with open(output_path, 'w', encoding='utf-8') as f:
|
||||
json.dump(triplets, f, ensure_ascii=False, indent=2, default=_json_serializer)
|
||||
print(f" 输出: {output_path}")
|
||||
|
||||
# ---------- 3. 模块1.3：形式化入库 ----------
|
||||
formal_cfg = config.get("formal", {})
|
||||
if source == "db" and formal_cfg.get("enabled", False):
|
||||
print("\n【3/3】形式化模块 读取-补齐-入库")
|
||||
try:
|
||||
result = run_formalization_pipeline(config)
|
||||
if result.get("ok"):
|
||||
stats = result.get("stats", {})
|
||||
print(f" 批次: {result.get('batch_id')}")
|
||||
print(f" 推理三元组: {stats.get('total_triples', 0)}")
|
||||
print(f" 形式化入库: {stats.get('inserted_formal_count', 0)}")
|
||||
print(f" 属性补齐写回: {stats.get('generated_attrs_count', 0)}")
|
||||
else:
|
||||
print(f" 形式化流程跳过: {result.get('reason', 'unknown')}")
|
||||
except Exception as e:
|
||||
print(f" 形式化流程失败: {e}")
|
||||
raise
|
||||
elif formal_cfg.get("enabled", False):
|
||||
print("\n【3/3】形式化模块 已跳过（仅 source=db 时启用）")
|
||||
|
||||
print("\n完成。")
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
Reference in New Issue
Block a user