DataBaseUtils.py 3.5 KB

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  1. """
  2. @desc 数据库连接
  3. @auth chenkai
  4. @date 2020/11/19
  5. """
  6. from model.DataBaseOperation import MysqlOperation
  7. from model.log import logger
  8. import yaml
  9. import os
  10. from clickhouse_driver.client import Client
  11. import pandas as pd
  12. log = logger()
  13. class MysqlUtils:
  14. _quchen_text = None
  15. def __init__(self):
  16. p_path =os.path.abspath(os.path.join(os.path.dirname(__file__), os.pardir))
  17. path = os.path.join(p_path,"config", "db_config.yaml")
  18. f = open(path, encoding="utf-8")
  19. self.config = yaml.load(f.read(), Loader=yaml.FullLoader)
  20. @property
  21. def quchen_text(self):
  22. conf = self.config['quchen_text']
  23. self._quchen_text = MysqlOperation(host=conf['host'],
  24. user=conf['user'],
  25. passwd=conf['passwd'],
  26. db=conf['db'])
  27. return self._quchen_text
  28. @property
  29. def zx(self):
  30. conf = self.config['zx']
  31. self._zx = MysqlOperation(host=conf['host'],
  32. user=conf['user'],
  33. passwd=conf['passwd'],
  34. db=conf['db'])
  35. return self._zx
  36. def find_db(self, db):
  37. if db == "quchen_text":
  38. self._quchen_text = self._quchen_text
  39. return self._quchen_text
  40. else:
  41. log.debug("输入数据库有误")
  42. def close(self):
  43. if self._quchen_text:
  44. self._quchen_text.cursor.close()
  45. self._quchen_text.conn.close()
  46. if self._zx:
  47. self._zx.cursor.close()
  48. self._zx.conn.close()
  49. class CkUtils:
  50. def __init__(self):
  51. self.client = Client(host='cc-bp1h3yc7o3g3o7k64o.ads.aliyuncs.com',
  52. user='qucheng_ck',
  53. password='Qc123456',
  54. port='3306',
  55. send_receive_timeout=5)
  56. def execute(self, sql):
  57. return self.client.execute(sql)
  58. def getData_pd(self, sql, col):
  59. """
  60. :param sql:
  61. :param col: [[]]
  62. :return:
  63. """
  64. data = self.execute(sql)
  65. df = pd.DataFrame(data, columns=col)
  66. return df
  67. def getColumns(self, table, is_list=False):
  68. """默认返回列表"""
  69. data = self.execute("desc " + table)
  70. li = []
  71. str = ''
  72. for i in data:
  73. li.append(i[0])
  74. str += i[0] + ','
  75. if is_list:
  76. return li
  77. else:
  78. return str[:-1]
  79. def insertMany(self,table,col,data):
  80. """
  81. :param table: 表名 srt
  82. :param col: 字段名 srt eg: ”a,b,c“
  83. :param data: tuple/list
  84. :return:
  85. """
  86. max=200
  87. sql="insert into {} ({}) values ".format(table,col)
  88. if len(data) == 0:
  89. log.debug("data.len==0")
  90. return
  91. if len(data) <= max:
  92. sql = sql+str(data)[1:-1]
  93. # log.info(sql)
  94. # log.info("insert {} rows".format(len(data)))
  95. self.execute(sql)
  96. return
  97. else:
  98. sql2=sql+str(data[:max])[1:-1]
  99. # log.info(sql2)
  100. self.execute(sql2)
  101. # log.info("insert {} rows".format(max))
  102. self.insertMany(table,col,data[max:])
  103. if __name__ == '__main__':
  104. p_path = os.path.dirname(os.path.abspath(os.path.join(os.path.dirname(__file__), os.pardir)))
  105. print(os.path.abspath(os.path.join(os.path.dirname(__file__), os.pardir)))