model.py 7.6 KB

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  1. import json
  2. import os
  3. from dataclasses import dataclass, field
  4. from pathlib import Path
  5. import pyodbc
  6. from sqlalchemy import create_engine
  7. @dataclass
  8. class DsnConfig:
  9. user: str = "sa"
  10. password: str = "Mffu3011#"
  11. server: str = "LOCALHOST\\GLOBALCUBE"
  12. database: str = "CARLO"
  13. driver: str = "mssql"
  14. schema: str = "import"
  15. def conn_ini(self, db_type: str):
  16. return "\n".join(
  17. [
  18. f'{db_type}_SERVER="{self.server}"',
  19. f'{db_type}_USER="{self.user}"',
  20. f'{db_type}_PASSWORD="{self.password}"',
  21. f'{db_type}_DATABASE="{self.database}"',
  22. ]
  23. )
  24. @dataclass
  25. class DbCreateConfig:
  26. name: str = "CARLO"
  27. csv_file: str = "CARLO.csv"
  28. clients: dict[str, str] = field(default_factory=lambda: {"1": "M und S Fahrzeughandel GmbH"})
  29. filter: list[str] = (["2018-01-01T00:00:00", "2022-01-01T00:00:00"],)
  30. source_dsn: DsnConfig = None
  31. dest_dsn: DsnConfig = None
  32. temp_db: str = "CARLOX"
  33. stage_dir: str = "..\\temp"
  34. batch_dir: str = "..\\batch"
  35. logs_dir: str = "..\\logs"
  36. scripts_dir: str = "C:\\GlobalCube\\Tasks\\scripts"
  37. def conn_ini(self):
  38. return "\n".join(
  39. [
  40. f'SQL_TEMP="{self.stage_dir}"',
  41. f'SQL_BATCH="{self.batch_dir}"',
  42. f'SQL_LOGS="{self.logs_dir}"',
  43. ]
  44. )
  45. class DatabaseInspect:
  46. tables = []
  47. def __init__(self, dsn: DsnConfig, source=False):
  48. self.dsn = dsn
  49. self.type = "SOURCE" if source else "DEST"
  50. self.cursor = self.connect()
  51. @property
  52. def conn_string(self):
  53. if self.dsn.driver == "mssql":
  54. return ";".join(
  55. [
  56. "Driver={SQL Server Native Client 11.0}",
  57. f"Server={self.dsn.server}",
  58. f"Database={self.dsn.database}",
  59. f"Uid={self.dsn.user}",
  60. f"Pwd={self.dsn.password}",
  61. ]
  62. )
  63. if self.dsn.driver == "mysql":
  64. return f"mysql+pymysql://{self.dsn.user}:{self.dsn.password}@{self.dsn.server}/{self.dsn.database}?charset=utf8mb4"
  65. return ";".join(
  66. [
  67. "Driver={PostgreSQL Unicode}",
  68. f"Server={self.dsn.server}",
  69. "Port=5432",
  70. f"Database={self.dsn.database}",
  71. f"Uid={self.dsn.user}",
  72. f"Pwd={self.dsn.password}",
  73. ]
  74. )
  75. # f"DSN={self.dsn.server};UID={self.dsn.user};PWD={self.dsn.password}"
  76. @property
  77. def conn_string_sqlalchemy(self):
  78. if self.dsn.driver == "mssql":
  79. return (
  80. f"mssql+pyodbc://{self.dsn.user}:{self.dsn.password}@{self.dsn.server}/{self.dsn.database}?"
  81. "driver=SQL+Server+Native+Client+11.0"
  82. )
  83. if self.dsn.driver == "mysql":
  84. return f"mysql+pymysql://{self.dsn.user}:{self.dsn.password}@{self.dsn.server}/{self.dsn.database}?charset=utf8mb4"
  85. return f"pyodbc://{self.dsn.user}:{self.dsn.password}@{self.dsn.server}/{self.dsn.database}?driver={self.dsn.driver}"
  86. @property
  87. def bcp_conn_params(self):
  88. return f"-S {self.dsn.server} -d {self.dsn.database} -U {self.dsn.user} -P {self.dsn.password}"
  89. @property
  90. def cursor(self):
  91. if not self._cursor:
  92. self._cursor = self.connect()
  93. return self._cursor
  94. @property
  95. def sqlalchemy_engine(self):
  96. if not self._sqlalchemy_engine:
  97. self._sqlalchemy_engine = create_engine(self.conn_string_sqlalchemy)
  98. return self._sqlalchemy_engine
  99. def connect(self):
  100. c = pyodbc.connect(self.conn_string)
  101. return c.cursor()
  102. def get_tables(self):
  103. tables = [x[2] for x in self.cursor.tables(tableType="TABLE")]
  104. views = [x[2] for x in self.cursor.tables(tableType="VIEW")]
  105. self.tables = tables + views
  106. return self.tables
  107. def get_prefix(self):
  108. if (len(self.tables)) == 0:
  109. self.get_tables()
  110. source_tables_prefix = dict(enumerate(sorted(list(set([t.split("$")[0] for t in self.tables if "$" in t]))), 1))
  111. if len(source_tables_prefix) == 0:
  112. q = self.cursor.execute("select name FROM sys.databases")
  113. source_tables_prefix = [x[0] for x in q.fetchall()]
  114. return source_tables_prefix
  115. def get_columns(self, table):
  116. source_insp_cols = [col.column_name for col in self.cursor.columns(table=table)]
  117. if len(source_insp_cols) == 0:
  118. q = self.cursor.execute(
  119. "SELECT COLUMN_NAME as column_name FROM information_schema.columns "
  120. + f"WHERE TABLE_NAME = '{self.convert_table(table)}'"
  121. )
  122. source_insp_cols = [col[0] for col in q.fetchall()]
  123. return source_insp_cols
  124. def get_columns_is_typeof_str(self, table):
  125. source_insp_cols = [
  126. col.data_type in [pyodbc.SQL_CHAR, pyodbc.SQL_VARCHAR] for col in self.cursor.columns(table=table)
  127. ]
  128. if len(source_insp_cols) == 0:
  129. q = self.cursor.execute(
  130. "SELECT COLLATION_NAME as column_collation FROM information_schema.columns "
  131. + f"WHERE TABLE_NAME = '{self.convert_table(table)}'"
  132. )
  133. source_insp_cols = [len(col[0]) > 0 for col in q.fetchall()]
  134. return source_insp_cols
  135. def get_pkey(self, table, catalog):
  136. source_insp_cols = [col.column_name for col in self.cursor.primaryKeys(table=table, catalog=catalog)]
  137. if len(source_insp_cols) == 0:
  138. self.cursor.execute(f"USE {catalog}")
  139. q = self.cursor.execute(
  140. "SELECT COLUMN_NAME "
  141. "FROM INFORMATION_SCHEMA.KEY_COLUMN_USAGE "
  142. "WHERE OBJECTPROPERTY(OBJECT_ID(CONSTRAINT_SCHEMA + '.' + QUOTENAME(CONSTRAINT_NAME)), 'IsPrimaryKey') = 1 "
  143. f"AND TABLE_NAME = '{self.convert_table(table)}' " # AND TABLE_SCHEMA = 'dbo'"
  144. )
  145. source_insp_cols = [col[0] for col in q.fetchall()]
  146. self.cursor.execute(f"USE {self.dsn.database}")
  147. return source_insp_cols
  148. def convert_table(self, table):
  149. if "." in table:
  150. table = table.split(".")[-1]
  151. if "[" in table:
  152. table = table[1:-1]
  153. return table
  154. def load_config(config_file: str):
  155. cfg_import = json.load(open(config_file, "r", encoding="latin-1"))
  156. base_dir = Path(config_file).resolve().parent
  157. cfg_import["name"] = Path(config_file).stem
  158. if "logs_dir" not in cfg_import:
  159. cfg_import["logs_dir"] = "..\\logs"
  160. if "scripts_dir" not in cfg_import:
  161. cfg_import["scripts_dir"] = "C:\\GlobalCube\\Tasks\\scripts"
  162. if "target_dsn" in cfg_import:
  163. cfg_import["dest_dsn"] = cfg_import["target_dsn"]
  164. del cfg_import["target_dsn"]
  165. for folder in ["stage_dir", "batch_dir", "logs_dir", "scripts_dir"]:
  166. if cfg_import[folder].startswith(".."):
  167. cfg_import[folder] = str(base_dir.joinpath(cfg_import[folder]).resolve())
  168. os.makedirs(cfg_import[folder], exist_ok=True)
  169. for folder in ["source", "dest", "diff"]:
  170. os.makedirs(cfg_import["stage_dir"] + "\\" + folder, exist_ok=True)
  171. cfg_import["source_dsn"] = DsnConfig(**cfg_import["source_dsn"])
  172. cfg_import["dest_dsn"] = DsnConfig(**cfg_import["dest_dsn"])
  173. return DbCreateConfig(**cfg_import)
  174. def create_db_ini(cfg: DbCreateConfig):
  175. with open(cfg.scripts_dir + "/../DB.ini", "w", encoding="cp850") as fwh:
  176. fwh.write(cfg.conn_ini())
  177. fwh.write("\n\n")
  178. fwh.write(cfg.source_dsn.conn_ini("SOURCE"))
  179. fwh.write("\n\n")
  180. fwh.write(cfg.dest_dsn.conn_ini("DEST"))
  181. fwh.write("\n")