数据处理基础

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lhx
2025-09-28 15:17:09 +08:00
parent 247bb71d55
commit f89f2eef37
16 changed files with 1314 additions and 0 deletions

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from sqlalchemy.orm import Session
from typing import List, Optional, Dict, Any
from ..models.section_data import SectionData
from .base import BaseService
from .checkpoint import CheckpointService
from .settlement_data import SettlementDataService
from .level_data import LevelDataService
from .original_data import OriginalDataService
from typing import Dict
class SectionDataService(BaseService[SectionData]):
def __init__(self):
super().__init__(SectionData)
self.checkpoint_service = CheckpointService()
self.settlement_service = SettlementDataService()
self.level_service = LevelDataService()
self.original_service = OriginalDataService()
def get_by_section_id(self, db: Session, section_id: str) -> Optional[SectionData]:
"""根据断面ID获取断面数据"""
sections = self.get_by_field(db, "section_id", section_id)
return sections[0] if sections else None
def get_by_number(self, db: Session, number: str) -> List[SectionData]:
"""根据桥梁墩(台)编号获取断面数据"""
return self.get_by_field(db, "number", number)
def search_section_data(self, db: Session,
section_id: Optional[str] = None,
work_site: Optional[str] = None,
number: Optional[str] = None,
status: Optional[str] = None,
basic_types: Optional[str] = None) -> List[SectionData]:
"""根据多个条件搜索断面数据"""
conditions = {}
if section_id is not None:
conditions["section_id"] = section_id
if work_site is not None:
conditions["work_site"] = work_site
if number is not None:
conditions["number"] = number
if status is not None:
conditions["status"] = status
if basic_types is not None:
conditions["basic_types"] = basic_types
return self.search_by_conditions(db, conditions)
def get_section_with_checkpoints(self, db: Session, section_id: str) -> Dict[str, Any]:
"""获取断面数据及其关联的观测点"""
section = self.get_by_section_id(db, section_id)
if not section:
return {}
checkpoints = self.checkpoint_service.get_by_section_id(db, section_id)
return {
"section": section,
"checkpoints": checkpoints,
"checkpoint_count": len(checkpoints)
}
def get_section_with_all_data(self, db: Session, section_id: str) -> Dict[str, Any]:
"""获取断面数据及其所有关联数据(观测点、沉降数据、原始数据)"""
section = self.get_by_section_id(db, section_id)
if not section:
return {}
checkpoints = self.checkpoint_service.get_by_section_id(db, section_id)
all_settlement_data = []
all_original_data = []
all_level_data = []
for checkpoint in checkpoints:
point_id = checkpoint.point_id
settlement_data = self.settlement_service.get_by_point_id(db, point_id)
all_settlement_data.extend(settlement_data)
for settlement in settlement_data:
nyid = settlement.NYID
level_data = self.level_service.get_by_nyid(db, nyid)
all_level_data.extend(level_data)
original_data = self.original_service.get_by_nyid(db, nyid)
all_original_data.extend(original_data)
return {
"section": section,
"checkpoints": checkpoints,
"settlement_data": all_settlement_data,
"level_data": all_level_data,
"original_data": all_original_data,
"summary": {
"checkpoint_count": len(checkpoints),
"settlement_data_count": len(all_settlement_data),
"level_data_count": len(all_level_data),
"original_data_count": len(all_original_data)
}
}
def get_sections_by_checkpoint_point_id(self, db: Session, point_id: str) -> List[SectionData]:
"""根据观测点ID反向查找断面数据"""
checkpoint = self.checkpoint_service.get_by_point_id(db, point_id)
if checkpoint:
return [self.get_by_section_id(db, checkpoint.section_id)]
return []
def get_sections_by_settlement_nyid(self, db: Session, nyid: str) -> List[SectionData]:
"""根据期数ID反向查找相关的断面数据"""
settlement_data = self.settlement_service.get_by_nyid(db, nyid)
sections = []
for settlement in settlement_data:
point_id = settlement.point_id
checkpoint = self.checkpoint_service.get_by_point_id(db, point_id)
if checkpoint:
section = self.get_by_section_id(db, checkpoint.section_id)
if section and section not in sections:
sections.append(section)
return sections
def get_settlement_data_by_section(self, db: Session, section_id: str) -> List:
"""获取指定断面的所有沉降数据"""
checkpoints = self.checkpoint_service.get_by_section_id(db, section_id)
all_settlement_data = []
for checkpoint in checkpoints:
settlement_data = self.settlement_service.get_by_point_id(db, checkpoint.point_id)
all_settlement_data.extend(settlement_data)
return all_settlement_data
def get_original_data_by_section(self, db: Session, section_id: str) -> List:
"""获取指定断面的所有原始数据"""
settlement_data = self.get_settlement_data_by_section(db, section_id)
all_original_data = []
for settlement in settlement_data:
original_data = self.original_service.get_by_nyid(db, settlement.NYID)
all_original_data.extend(original_data)
return all_original_data
def get_level_data_by_section(self, db: Session, section_id: str) -> List:
"""获取指定断面的所有水准数据"""
settlement_data = self.get_settlement_data_by_section(db, section_id)
all_level_data = []
for settlement in settlement_data:
level_data = self.level_service.get_by_nyid(db, settlement.NYID)
all_level_data.extend(level_data)
return all_level_data
def batch_import_sections(self, db: Session, data: List) -> Dict[str, Any]:
"""
批量导入断面数据根据断面id判断是否重复重复数据改为更新操作
支持事务回滚,失败时重试一次
"""
import logging
logger = logging.getLogger(__name__)
total_count = len(data)
success_count = 0
failed_count = 0
failed_items = []
for attempt in range(2): # 最多重试1次
try:
db.begin()
success_count = 0
failed_count = 0
failed_items = []
for item_data in data:
try:
section = self.get_by_section_id(db, item_data.get('section_id'))
if section:
# 更新操作
section.mileage = item_data.get('mileage')
section.work_site = item_data.get('work_site')
section.basic_types = item_data.get('basic_types')
section.height = item_data.get('height')
section.status = item_data.get('status')
section.number = item_data.get('number')
section.transition_paragraph = item_data.get('transition_paragraph')
logger.info(f"Updated section: {item_data.get('section_id')}")
else:
# 新增操作
from ..models.section_data import SectionData
section = SectionData(
section_id=item_data.get('section_id'),
mileage=item_data.get('mileage'),
work_site=item_data.get('work_site'),
basic_types=item_data.get('basic_types'),
height=item_data.get('height'),
status=item_data.get('status'),
number=item_data.get('number'),
transition_paragraph=item_data.get('transition_paragraph')
)
db.add(section)
logger.info(f"Created section: {item_data.get('section_id')}")
success_count += 1
except Exception as e:
failed_count += 1
failed_items.append({
'data': item_data,
'error': str(e)
})
logger.error(f"Failed to process section {item_data.get('section_id')}: {str(e)}")
raise e
db.commit()
logger.info(f"Batch import sections completed. Success: {success_count}, Failed: {failed_count}")
break
except Exception as e:
db.rollback()
logger.warning(f"Batch import attempt {attempt + 1} failed: {str(e)}")
if attempt == 1: # 最后一次重试失败
logger.error("Batch import sections failed after retries")
return {
'success': False,
'message': f'批量导入失败: {str(e)}',
'total_count': total_count,
'success_count': 0,
'failed_count': total_count,
'failed_items': failed_items
}
return {
'success': failed_count == 0,
'message': '批量导入完成' if failed_count == 0 else f'部分导入失败',
'total_count': total_count,
'success_count': success_count,
'failed_count': failed_count,
'failed_items': failed_items
}