model.py 7.3 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195
  1. import json
  2. import os
  3. from dataclasses import dataclass, field
  4. from pathlib import Path
  5. import pyodbc
  6. @dataclass
  7. class DsnConfig:
  8. user: str = "sa"
  9. password: str = "Mffu3011#"
  10. server: str = "LOCALHOST\\GLOBALCUBE"
  11. database: str = "CARLO"
  12. driver: str = "mssql"
  13. schema: str = "import"
  14. def conn_ini(self, db_type: str):
  15. return "\n".join(
  16. [
  17. f'{db_type}_SERVER="{self.server}"',
  18. f'{db_type}_USER="{self.user}"',
  19. f'{db_type}_PASSWORD="{self.password}"',
  20. f'{db_type}_DATABASE="{self.database}"',
  21. ]
  22. )
  23. @dataclass
  24. class DbCreateConfig:
  25. name: str = "CARLO"
  26. csv_file: str = "CARLO.csv"
  27. clients: dict[str, str] = field(default_factory=lambda: {"1": "M und S Fahrzeughandel GmbH"})
  28. filter: list[str] = (["2018-01-01T00:00:00", "2022-01-01T00:00:00"],)
  29. source_dsn: DsnConfig = None
  30. dest_dsn: DsnConfig = None
  31. temp_db: str = "CARLOX"
  32. stage_dir: str = "..\\temp"
  33. batch_dir: str = "..\\batch"
  34. logs_dir: str = "..\\logs"
  35. scripts_dir: str = "C:\\GlobalCube\\Tasks\\scripts"
  36. def conn_ini(self):
  37. return "\n".join(
  38. [
  39. f'SQL_TEMP="{self.stage_dir}"',
  40. f'SQL_BATCH="{self.batch_dir}"',
  41. f'SQL_LOGS="{self.logs_dir}"',
  42. ]
  43. )
  44. class DatabaseInspect:
  45. tables = []
  46. def __init__(self, dsn: DsnConfig, source=False):
  47. self.dsn = dsn
  48. self.type = "SOURCE" if source else "DEST"
  49. self.cursor = self.connect()
  50. @property
  51. def conn_string(self):
  52. if self.dsn.driver == "mssql":
  53. return ";".join(
  54. [
  55. "Driver={SQL Server Native Client 11.0}",
  56. f"Server={self.dsn.server}",
  57. f"Database={self.dsn.database}",
  58. f"Uid={self.dsn.user}",
  59. f"Pwd={self.dsn.password}",
  60. ]
  61. )
  62. if self.dsn.driver == "mysql":
  63. return f"mysql+pymysql://{self.dsn.user}:{self.dsn.password}@{self.dsn.server}/{self.dsn.database}?charset=utf8mb4"
  64. return ";".join(
  65. [
  66. "Driver={PostgreSQL Unicode}",
  67. f"Server={self.dsn.server}",
  68. "Port=5432",
  69. f"Database={self.dsn.database}",
  70. f"Uid={self.dsn.user}",
  71. f"Pwd={self.dsn.password}",
  72. ]
  73. )
  74. # f"DSN={self.dsn.server};UID={self.dsn.user};PWD={self.dsn.password}"
  75. @property
  76. def conn_string_sqlalchemy(self):
  77. if self.dsn.driver == "mssql":
  78. return (
  79. f"mssql+pyodbc://{self.dsn.user}:{self.dsn.password}@{self.dsn.server}/{self.dsn.database}?"
  80. "driver=SQL+Server+Native+Client+11.0"
  81. )
  82. if self.dsn.driver == "mysql":
  83. return f"mysql+pymysql://{self.dsn.user}:{self.dsn.password}@{self.dsn.server}/{self.dsn.database}?charset=utf8mb4"
  84. return f"pyodbc://{self.dsn.user}:{self.dsn.password}@{self.dsn.server}/{self.dsn.database}?driver={self.dsn.driver}"
  85. @property
  86. def bcp_conn_params(self):
  87. return f"-S {self.dsn.server} -d {self.dsn.database} -U {self.dsn.user} -P {self.dsn.password}"
  88. def connect(self):
  89. c = pyodbc.connect(self.conn_string)
  90. return c.cursor()
  91. def get_tables(self):
  92. tables = [x[2] for x in self.cursor.tables(tableType="TABLE")]
  93. views = [x[2] for x in self.cursor.tables(tableType="VIEW")]
  94. self.tables = tables + views
  95. return self.tables
  96. def get_prefix(self):
  97. if (len(self.tables)) == 0:
  98. self.get_tables()
  99. source_tables_prefix = dict(enumerate(sorted(list(set([t.split("$")[0] for t in self.tables if "$" in t]))), 1))
  100. if len(source_tables_prefix) == 0:
  101. q = self.cursor.execute("select name FROM sys.databases")
  102. source_tables_prefix = [x[0] for x in q.fetchall()]
  103. return source_tables_prefix
  104. def get_columns(self, table):
  105. source_insp_cols = [col.column_name for col in self.cursor.columns(table=table)]
  106. if len(source_insp_cols) == 0:
  107. q = self.cursor.execute(
  108. "SELECT COLUMN_NAME as column_name FROM information_schema.columns "
  109. + f"WHERE TABLE_NAME = '{self.convert_table(table)}'"
  110. )
  111. source_insp_cols = [col[0] for col in q.fetchall()]
  112. return source_insp_cols
  113. def get_columns_is_typeof_str(self, table):
  114. source_insp_cols = [
  115. col.data_type in [pyodbc.SQL_CHAR, pyodbc.SQL_VARCHAR] for col in self.cursor.columns(table=table)
  116. ]
  117. if len(source_insp_cols) == 0:
  118. q = self.cursor.execute(
  119. "SELECT COLLATION_NAME as column_collation FROM information_schema.columns "
  120. + f"WHERE TABLE_NAME = '{self.convert_table(table)}'"
  121. )
  122. source_insp_cols = [len(col[0]) > 0 for col in q.fetchall()]
  123. return source_insp_cols
  124. def get_pkey(self, table, catalog):
  125. source_insp_cols = [col.column_name for col in self.cursor.primaryKeys(table=table, catalog=catalog)]
  126. if len(source_insp_cols) == 0:
  127. self.cursor.execute(f"USE {catalog}")
  128. q = self.cursor.execute(
  129. "SELECT COLUMN_NAME "
  130. "FROM INFORMATION_SCHEMA.KEY_COLUMN_USAGE "
  131. "WHERE OBJECTPROPERTY(OBJECT_ID(CONSTRAINT_SCHEMA + '.' + QUOTENAME(CONSTRAINT_NAME)), 'IsPrimaryKey') = 1 "
  132. f"AND TABLE_NAME = '{self.convert_table(table)}' " # AND TABLE_SCHEMA = 'dbo'"
  133. )
  134. source_insp_cols = [col[0] for col in q.fetchall()]
  135. self.cursor.execute(f"USE {self.dsn.database}")
  136. return source_insp_cols
  137. def convert_table(self, table):
  138. if "." in table:
  139. table = table.split(".")[-1]
  140. if "[" in table:
  141. table = table[1:-1]
  142. return table
  143. def load_config(config_file: str):
  144. cfg_import = json.load(open(config_file, "r", encoding="latin-1"))
  145. base_dir = Path(config_file).resolve().parent
  146. cfg_import["name"] = Path(config_file).stem
  147. if "logs_dir" not in cfg_import:
  148. cfg_import["logs_dir"] = "..\\logs"
  149. if "scripts_dir" not in cfg_import:
  150. cfg_import["scripts_dir"] = "C:\\GlobalCube\\Tasks\\scripts"
  151. if "target_dsn" in cfg_import:
  152. cfg_import["dest_dsn"] = cfg_import["target_dsn"]
  153. del cfg_import["target_dsn"]
  154. for folder in ["stage_dir", "batch_dir", "logs_dir", "scripts_dir"]:
  155. if cfg_import[folder].startswith(".."):
  156. cfg_import[folder] = str(base_dir.joinpath(cfg_import[folder]).resolve())
  157. os.makedirs(cfg_import[folder], exist_ok=True)
  158. for folder in ["source", "dest", "diff"]:
  159. os.makedirs(cfg_import["stage_dir"] + "\\" + folder, exist_ok=True)
  160. cfg_import["source_dsn"] = DsnConfig(**cfg_import["source_dsn"])
  161. cfg_import["dest_dsn"] = DsnConfig(**cfg_import["dest_dsn"])
  162. return DbCreateConfig(**cfg_import)
  163. def create_db_ini(cfg: DbCreateConfig):
  164. with open(cfg.scripts_dir + "/../DB.ini", "w", encoding="cp850") as fwh:
  165. fwh.write(cfg.conn_ini())
  166. fwh.write("\n\n")
  167. fwh.write(cfg.source_dsn.conn_ini("SOURCE"))
  168. fwh.write("\n\n")
  169. fwh.write(cfg.dest_dsn.conn_ini("DEST"))
  170. fwh.write("\n")