原始数据建表优化
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@@ -337,101 +337,46 @@ class OriginalDataService(BaseService[OriginalData]):
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table_name = self._get_table_name(account_id)
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for attempt in range(2): # 最多重试1次
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# 检查是否已在事务中(避免重复开始事务)
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in_transaction = db.in_transaction()
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# 如果不在事务中,才需要手动管理事务
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if not in_transaction:
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for attempt in range(2): # 最多重试1次
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try:
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db.begin()
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success_count = 0
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failed_count = 0
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failed_items = []
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# 执行数据导入操作
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success_count = self._execute_import(db, table_name, data, account_id)
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db.commit()
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logger.info(f"Batch import original data completed. Success: {success_count}, Failed: {failed_count}")
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break
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except Exception as e:
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db.rollback()
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logger.warning(f"Batch import attempt {attempt + 1} failed: {str(e)}")
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if attempt == 1: # 最后一次重试失败
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logger.error("Batch import original data failed after retries")
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return {
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'success': False,
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'message': f'批量导入失败: {str(e)}',
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'total_count': total_count,
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'success_count': 0,
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'failed_count': total_count,
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'failed_items': failed_items
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}
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else:
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# 如果已在事务中,直接执行操作(不管理事务)
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try:
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db.begin()
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success_count = 0
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failed_count = 0
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failed_items = []
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nyid = str(data[0].get('NYID')) # 统一转换为字符串
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# 检查该期数数据是否已存在
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check_query = text(f"SELECT COUNT(*) as cnt FROM `{table_name}` WHERE NYID = :nyid")
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is_exists = db.execute(check_query, {"nyid": nyid}).fetchone()[0]
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if is_exists > 0:
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db.rollback()
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return {
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'success': True,
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'message': '数据已存在',
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'total_count': 0,
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'success_count': success_count,
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'failed_count': failed_count,
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'failed_items': failed_items
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}
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# ===== 性能优化:批量查询沉降数据 =====
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# 统一转换为字符串处理(数据库NYID字段是VARCHAR类型)
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nyid_list = list(set(str(item.get('NYID')) for item in data if item.get('NYID')))
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settlements = db.query(SettlementData).filter(SettlementData.NYID.in_(nyid_list)).all()
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settlement_map = {s.NYID: s for s in settlements}
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missing_nyids = set(nyid_list) - set(settlement_map.keys())
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if missing_nyids:
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logger.warning(f"[批量导入原始数据] 批量查询settlement数据失败, Nyid: {list(missing_nyids)}")
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db.rollback()
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return {
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'success': False,
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'message': f'以下期数在沉降表中不存在: {list(missing_nyids)}',
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'total_count': total_count,
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'success_count': 0,
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'failed_count': total_count,
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'failed_items': []
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}
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# ===== 性能优化:使用批量插入 =====
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# 将数据分组,每组1000条(MySQL默认支持)
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batch_size = 1000
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for i in range(0, len(data), batch_size):
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batch_data = data[i:i + batch_size]
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# 构建批量参数
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values_list = []
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params = {}
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for idx, item_data in enumerate(batch_data):
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values_list.append(
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f"(:account_id_{idx}, :bfpcode_{idx}, :mtime_{idx}, :bffb_{idx}, "
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f":bfpl_{idx}, :bfpvalue_{idx}, :NYID_{idx}, :sort_{idx})"
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)
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params.update({
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f"account_id_{idx}": account_id,
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f"bfpcode_{idx}": item_data.get('bfpcode'),
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f"mtime_{idx}": item_data.get('mtime'),
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f"bffb_{idx}": item_data.get('bffb'),
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f"bfpl_{idx}": item_data.get('bfpl'),
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f"bfpvalue_{idx}": item_data.get('bfpvalue'),
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f"NYID_{idx}": item_data.get('NYID'),
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f"sort_{idx}": item_data.get('sort')
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})
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# 批量插入SQL - 使用字符串拼接(修复TextClause拼接问题)
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insert_sql = f"""
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INSERT INTO `{table_name}`
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(account_id, bfpcode, mtime, bffb, bfpl, bfpvalue, NYID, sort)
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VALUES {", ".join(values_list)}
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"""
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final_sql = text(insert_sql)
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db.execute(final_sql, params)
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success_count += len(batch_data)
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logger.info(f"Inserted batch {i//batch_size + 1}: {len(batch_data)} records")
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db.commit()
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logger.info(f"Batch import original data completed. Success: {success_count}, Failed: {failed_count}")
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break
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success_count = self._execute_import(db, table_name, data, account_id)
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logger.info(f"Batch import original data completed in existing transaction. Success: {success_count}")
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except Exception as e:
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db.rollback()
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logger.warning(f"Batch import attempt {attempt + 1} failed: {str(e)}")
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if attempt == 1: # 最后一次重试失败
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logger.error("Batch import original data failed after retries")
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return {
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'success': False,
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'message': f'批量导入失败: {str(e)}',
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'total_count': total_count,
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'success_count': 0,
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'failed_count': total_count,
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'failed_items': failed_items
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}
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logger.error(f"Batch import failed in existing transaction: {str(e)}")
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# 抛出异常,让外部处理事务回滚
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raise
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return {
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'success': True,
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@@ -440,4 +385,64 @@ class OriginalDataService(BaseService[OriginalData]):
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'success_count': success_count,
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'failed_count': failed_count,
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'failed_items': failed_items
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}
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}
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def _execute_import(self, db: Session, table_name: str, data: List, account_id: int) -> int:
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"""执行数据导入操作(抽取的公共逻辑)"""
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nyid = str(data[0].get('NYID')) # 统一转换为字符串
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# 检查该期数数据是否已存在
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check_query = text(f"SELECT COUNT(*) as cnt FROM `{table_name}` WHERE NYID = :nyid")
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is_exists = db.execute(check_query, {"nyid": nyid}).fetchone()[0]
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if is_exists > 0:
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return 0
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# ===== 性能优化:批量查询沉降数据 =====
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# 统一转换为字符串处理(数据库NYID字段是VARCHAR类型)
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nyid_list = list(set(str(item.get('NYID')) for item in data if item.get('NYID')))
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from ..models.settlement_data import SettlementData
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settlements = db.query(SettlementData).filter(SettlementData.NYID.in_(nyid_list)).all()
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settlement_map = {s.NYID: s for s in settlements}
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missing_nyids = set(nyid_list) - set(settlement_map.keys())
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if missing_nyids:
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raise Exception(f'以下期数在沉降表中不存在: {list(missing_nyids)}')
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# ===== 性能优化:使用批量插入 =====
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# 将数据分组,每组1000条(MySQL默认支持)
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batch_size = 1000
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total_inserted = 0
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for i in range(0, len(data), batch_size):
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batch_data = data[i:i + batch_size]
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# 构建批量参数
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values_list = []
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params = {}
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for idx, item_data in enumerate(batch_data):
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values_list.append(
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f"(:account_id_{idx}, :bfpcode_{idx}, :mtime_{idx}, :bffb_{idx}, "
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f":bfpl_{idx}, :bfpvalue_{idx}, :NYID_{idx}, :sort_{idx})"
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)
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params.update({
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f"account_id_{idx}": account_id,
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f"bfpcode_{idx}": item_data.get('bfpcode'),
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f"mtime_{idx}": item_data.get('mtime'),
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f"bffb_{idx}": item_data.get('bffb'),
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f"bfpl_{idx}": item_data.get('bfpl'),
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f"bfpvalue_{idx}": item_data.get('bfpvalue'),
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f"NYID_{idx}": item_data.get('NYID'),
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f"sort_{idx}": item_data.get('sort')
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})
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# 批量插入SQL - 使用字符串拼接(修复TextClause拼接问题)
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insert_sql = f"""
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INSERT INTO `{table_name}`
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(account_id, bfpcode, mtime, bffb, bfpl, bfpvalue, NYID, sort)
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VALUES {", ".join(values_list)}
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"""
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final_sql = text(insert_sql)
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db.execute(final_sql, params)
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total_inserted += len(batch_data)
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logger.info(f"Inserted batch {i//batch_size + 1}: {len(batch_data)} records")
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return total_inserted
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