config_reader.py 4.1 KB

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  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[lambda dt:dt.启用==True].loc[:,'编号'].to_list()
  16. @property
  17. def all_equp_names_total(self):
  18. return self.equp.loc[:,'编号'].to_list()
  19. @property
  20. def all_equp_names_short(self):
  21. return self.equp.loc[lambda dt:dt.启用==True].loc[:,'名称'].to_list()
  22. def get_equp_info(self,equp_name,key:str,info_type):
  23. self.check_equp_is_exist(equp_name)
  24. equp_info = self.equp.loc[self.equp.loc[:,'编号']==equp_name,'名称':].to_dict(orient='list')
  25. equp_info = {k:v[0] for k,v in equp_info.items()}
  26. info_value = equp_info[key]
  27. info_value = convert_info_type(info_value,info_type)
  28. return info_value
  29. def get_equp_point(self,equp_name,equp_type,equp_class:Union[str,list]=None) -> dict:
  30. # 点位类型
  31. # A: 模型输入
  32. # B: 模型输出
  33. self.check_equp_is_exist(equp_name)
  34. equp_class = self.point.类型.to_list() if equp_class is None else equp_class
  35. equp_class = [equp_class] if isinstance(equp_class,str) else equp_class
  36. point_info = (
  37. self.point
  38. .loc[self.point.类型.isin(equp_class)]
  39. .loc[lambda dt:dt.设备类型.str.split(',',expand=False).apply(lambda lst: equp_type in lst)]
  40. )
  41. point_map = dict(zip(point_info.编号.to_list(),point_info.点位.to_list()))
  42. for point_name,point_id in point_map.items():
  43. if not isinstance(point_id,str) and np.isnan(point_id):
  44. raise Exception(f'点位{point_name}的点位ID缺失')
  45. # 根据配置情况更新全局点位
  46. if equp_name in self.point.columns:
  47. for point_name in point_map.keys():
  48. new_point_id = self.point.loc[self.point.编号==point_name,equp_name].iat[0]
  49. if isinstance(new_point_id,str):
  50. point_map[point_name] = new_point_id
  51. return point_map
  52. def get_app_info(
  53. self,
  54. equp_name: str,
  55. app_type : str,
  56. key : str,
  57. info_type: str = None
  58. ) -> str:
  59. value = self.app.loc[lambda dt:(dt.程序类型==app_type) & (dt.项目==key)]
  60. if value.shape[0] != 1:
  61. raise Exception(f'程序类型({app_type})下不存在唯一的的项目({key})')
  62. info_value = value.loc[:,'全局配置'].iat[0]
  63. # 更新全局配置
  64. if equp_name in value.columns:
  65. equp_value = value.loc[:,equp_name].iat[0]
  66. if isinstance(equp_value,(str,float)) and not np.isnan(equp_value):
  67. info_value = equp_value
  68. # 调整数据类型
  69. info_value = convert_info_type(info_value,info_type)
  70. return info_value
  71. def check_equp_is_exist(self,equp_name):
  72. if equp_name not in self.all_equp_names:
  73. raise Exception(f"设备{equp_name}不存在")
  74. def convert_info_type(info_value,info_type):
  75. if info_type == 'int':
  76. info_value = int(info_value)
  77. elif info_type == 'float':
  78. info_value = float(info_value)
  79. elif info_type == 'bool':
  80. info_value = bool(info_value)
  81. elif info_type == 'datetime':
  82. if info_value == 'NOW':
  83. info_value = datetime.now()
  84. elif not isinstance(info_value,datetime):
  85. info_value = datetime.strptime(info_value,'%Y/%m/%d %H:%M:%S')
  86. elif info_type == 'str':
  87. info_value = str(info_value)
  88. elif info_type is None:
  89. pass
  90. else:
  91. raise ValueError(f"{info_type} type error!")
  92. return info_value