transfer.py 5.6 KB

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  1. # -*- coding: utf-8 -*-
  2. from enum import Enum
  3. from typing import Tuple, Dict, List
  4. import arrow
  5. import numpy as np
  6. import pandas as pd
  7. from httpx import AsyncClient, URL
  8. from app.services.service import Service
  9. from app.utils.date import get_time_str, TIME_FMT
  10. SERVER = 'http://api.sagacloud.cn'
  11. class Season(str, Enum):
  12. cooling = 'Cooling'
  13. heating = 'Warm'
  14. transition = 'Transition'
  15. class TransferService(Service):
  16. def __init__(self, client: AsyncClient, project_id: str, space_id: str) -> None:
  17. super(TransferService, self).__init__(client)
  18. self._project_id = project_id
  19. self._space_id = space_id
  20. self._base_url = URL(SERVER)
  21. self._now_time = get_time_str()
  22. def _common_parameters(self) -> Dict:
  23. return {'projectId': self._project_id, 'spaceId': self._space_id}
  24. async def get_season(self) -> Season:
  25. url = self._base_url.join('duoduo-service/transfer/environment/getSeasonType')
  26. params = {
  27. 'projectId': self._project_id,
  28. 'date': self._now_time,
  29. }
  30. raw_info = await self._get(url, params)
  31. return Season(raw_info.get('data'))
  32. async def get_env_info(self) -> Tuple[int, pd.DataFrame, Dict]:
  33. url = self._base_url.join('duoduo-service/transfer/environment/databyroom')
  34. start_time = get_time_str(100 * 60, flag='ago')
  35. params = self._common_parameters()
  36. params.update(({'startTime': start_time, 'endTime': self._now_time}))
  37. raw_info = await self._get(url, params)
  38. if raw_info.get('meterdata') and len(raw_info.get('meterdata')) > 1:
  39. temp_df = pd.DataFrame(raw_info.get('meterdata'))
  40. temp_df = temp_df.rename(columns=temp_df.iloc[0, :]).iloc[1:, :]
  41. temp_df['date'] = pd.to_datetime(temp_df['date'])
  42. temp_df.set_index('date', inplace=True)
  43. else:
  44. temp_df = pd.DataFrame()
  45. return raw_info.get('flag'), temp_df, raw_info.get('target')
  46. async def is_temporary(self) -> bool:
  47. url = self._base_url.join('duoduo-service/transfer/environment/temp/target')
  48. params = self._common_parameters()
  49. params.update({'time': self._now_time})
  50. raw_info = await self._get(url, params)
  51. flag = False
  52. if raw_info.get('flag') == 1:
  53. flag = True
  54. return flag
  55. async def get_feedback(self, wechat_time: str) -> Dict:
  56. url = self._base_url.join('duoduo-service/transfer/environment/feedbackCount')
  57. params = self._common_parameters()
  58. params.update({'time': wechat_time})
  59. raw_info = await self._get(url, params)
  60. meaning_dict = {
  61. 'Id1': 'a little cold',
  62. 'Id2': 'so cold',
  63. 'Id3': 'a little hot',
  64. 'Id4': 'so hot',
  65. 'Id5': 'noisy or blowy',
  66. 'Id6': 'so stuffy',
  67. 'Id7': 'more sunshine',
  68. 'Id8': 'less sunshine',
  69. 'Id9': 'send a repairman',
  70. 'Id10': 'switch off',
  71. 'Id11': 'nice',
  72. 'Id12': 'switch on',
  73. }
  74. feedback_dic = {meaning_dict.get(k): v for k, v in raw_info.items() if k != 'result'}
  75. return feedback_dic
  76. async def get_custom_target(self) -> pd.DataFrame:
  77. url = self._base_url.join('duoduo-service/transfer/environment/target')
  78. params = self._common_parameters()
  79. params.update({'date': arrow.get(self._now_time, TIME_FMT).date().strftime('%Y%m%d')})
  80. raw_info = await self._get(url, params)
  81. custom_target_df = pd.DataFrame(raw_info.get('data'))
  82. # custom_target_df['timestamp'] = pd.to_datetime(custom_target_df['date'] + custom_target_df['time'])
  83. custom_target_df.set_index('time', inplace=True)
  84. return custom_target_df
  85. async def env_database_set(self, form: str, value: float) -> None:
  86. url = self._base_url.join('duoduo-service/transfer/environment/hispoint/set')
  87. params = self._common_parameters()
  88. time_str = arrow.get(self._now_time, TIME_FMT).date().strftime('%H%M%S')
  89. params.update({'time': time_str, 'type': form, 'value': value})
  90. await self._get(url, params)
  91. async def env_database_get(self) -> Dict[str, pd.DataFrame]:
  92. url = self._base_url.join('duoduo-service/transfer/environment/hispoint/get')
  93. params = self._common_parameters()
  94. params.update({'date': self._now_time})
  95. raw_info = await self._get(url, params)
  96. result = {}
  97. if raw_info.get('result') == 'success':
  98. for k, v in raw_info.items():
  99. if k != 'result':
  100. if len(v) > 0:
  101. temp = {}
  102. data = np.array(v)
  103. temp.update({'timestamp': data[:, 0]})
  104. temp.update({'value': data[:, 1].astype(np.float)})
  105. result.update({k: pd.DataFrame(temp)})
  106. else:
  107. result.update({k: pd.DataFrame()})
  108. return result
  109. async def set_custom_target(self, form: str, target_value: Dict[str, List[float]], flag: str = '1') -> None:
  110. url = self._base_url.join('duoduo-service/transfer/environment/target/setting')
  111. params = {
  112. 'spaceId': self._space_id,
  113. 'timepoint': self._now_time,
  114. 'type': form,
  115. 'flag': flag
  116. }
  117. await self._post(url, params=params, payload=target_value)
  118. async def set_temporary_custom(self) -> None:
  119. url = self._base_url.join('duoduo-service/transfer/environment/setServiceFlag')
  120. params = self._common_parameters()
  121. params.update({'time': self._now_time})
  122. await self._get(url, params)