config_reader.py 3.8 KB

1234567891011121314151617181920212223242526272829303132333435363738394041424344454647484950515253545556575859606162636465666768697071727374757677787980818283848586878889909192939495
  1. from typing import Union
  2. from datetime import datetime
  3. import numpy as np
  4. import pandas as pd
  5. class ConfigReader:
  6. def __init__(self,path):
  7. self.path = path
  8. self.equp = pd.read_excel(self.path,sheet_name='设备')
  9. self.point = pd.read_excel(self.path,sheet_name='点位')
  10. self.app = pd.read_excel(self.path,sheet_name='程序')
  11. # self.meta = pd.read_excel(self.path,sheet_name='元数据')
  12. # self.meta = {self.meta.loc[:,'Key'].iat[i]:self.meta.loc[:,'Value'].iat[i] for i in range(len(self.meta))}
  13. @property
  14. def all_equp_names(self):
  15. return self.equp.loc[:,'编号'].to_list()
  16. def get_equp_info(self,equp_name,key:str,info_type):
  17. self.check_equp_is_exist(equp_name)
  18. equp_info = self.equp.loc[self.equp.loc[:,'编号']==equp_name,'名称':].to_dict(orient='list')
  19. equp_info = {k:v[0] for k,v in equp_info.items()}
  20. info_value = equp_info[key]
  21. info_value = convert_info_type(info_value,info_type)
  22. return info_value
  23. def get_equp_point(self,equp_name,equp_type,equp_class:Union[str,list]=None) -> dict:
  24. # 点位类型
  25. # A: 模型输入
  26. # B: 模型输出
  27. self.check_equp_is_exist(equp_name)
  28. equp_class = self.point.类型.to_list() if equp_class is None else equp_class
  29. equp_class = [equp_class] if isinstance(equp_class,str) else equp_class
  30. point_info = self.point.loc[self.point.类型.isin(equp_class)].loc[lambda dt:dt.设备类型.str.contains(equp_type)]
  31. point_map = dict(zip(point_info.编号.to_list(),point_info.点位.to_list()))
  32. for point_name,point_id in point_map.items():
  33. if not isinstance(point_id,str) and np.isnan(point_id):
  34. raise Exception(f'点位{point_name}的点位ID缺失')
  35. # 根据配置情况更新全局点位
  36. if equp_name in self.point.columns:
  37. for point_name in point_map.keys():
  38. new_point_id = self.point.loc[self.point.编号==point_name,equp_name].iat[0]
  39. if isinstance(new_point_id,str):
  40. point_map[point_name] = new_point_id
  41. return point_map
  42. def get_app_info(
  43. self,
  44. equp_name: str,
  45. app_type : str,
  46. key : str,
  47. info_type: str = None
  48. ) -> str:
  49. value = self.app.loc[lambda dt:(dt.程序类型==app_type) & (dt.项目==key)]
  50. if value.shape[0] != 1:
  51. raise Exception(f'程序类型({app_type})下不存在唯一的的项目({key})')
  52. info_value = value.loc[:,'全局配置'].iat[0]
  53. # 更新全局配置
  54. if equp_name in value.columns:
  55. equp_value = value.loc[:,equp_name].iat[0]
  56. if isinstance(equp_value,(str,float)) and not np.isnan(equp_value):
  57. info_value = equp_value
  58. # 调整数据类型
  59. info_value = convert_info_type(info_value,info_type)
  60. return info_value
  61. def check_equp_is_exist(self,equp_name):
  62. if equp_name not in self.all_equp_names:
  63. raise Exception(f"设备{equp_name}不存在")
  64. def convert_info_type(info_value,info_type):
  65. if info_type == 'int':
  66. info_value = int(info_value)
  67. elif info_type == 'float':
  68. info_value = float(info_value)
  69. elif info_type == 'bool':
  70. info_value = bool(info_value)
  71. elif info_type == 'datetime':
  72. if info_value == 'NOW':
  73. info_value = datetime.now()
  74. elif not isinstance(info_value,datetime):
  75. info_value = datetime.strptime(info_value,'%Y/%m/%d %H:%M:%S')
  76. elif info_type == 'str':
  77. info_value = str(info_value)
  78. elif info_type is None:
  79. pass
  80. else:
  81. raise ValueError(f"{info_type} type error!")
  82. return info_value