entry.py 7.0 KB

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  1. # -*- coding:utf-8 -*-
  2. """
  3. DataX 入口门面(对应 bin/datax-{hive-import,hdfs-export}-starter.{sh,py} 底层)。
  4. - DataxImport: 目标=Hive/HDFS,自动预建 Hive 分区;典型 jobs/raw/
  5. - DataxExport: 源=HDFS,导出到外部;典型 jobs/ads/,无分区预建
  6. 共同流程:expand ini → for each (串/并行) → runner.run_job。
  7. Import 在 for 之前额外调 partition.execute_ddls 预建 Hive 分区。
  8. 分布式 worker 选择当前仍保留(老参数平迁);若 kb/93 ADR-02 正式采纳,
  9. worker.select_worker 会降级为"永远返回 current_host",此处无需改。
  10. """
  11. import getpass
  12. import os
  13. import socket
  14. from typing import List, Optional
  15. from dw_base.datax import batch, partition, path_utils, runner, worker
  16. def _is_release_user(release_user: str) -> bool:
  17. return getpass.getuser() == release_user
  18. def _is_in_release_dir(base_dir: str, release_root_dir: str, project_name: str) -> bool:
  19. expected = os.path.abspath(os.path.join(release_root_dir, project_name))
  20. return os.path.abspath(base_dir).startswith(expected)
  21. def _resolve_relative_to_base(path: str, base_dir: str) -> str:
  22. """ini / inis 相对路径按 base_dir 解析(不依赖 Python 进程 cwd)。绝对路径原样返回。"""
  23. if os.path.isabs(path):
  24. return path
  25. return os.path.join(base_dir, path)
  26. class _BaseDatax:
  27. """共享基类:加载 workers pool、解析环境、构造 run_one 闭包。"""
  28. def __init__(self,
  29. base_dir: str,
  30. workers_ini_path: str,
  31. release_user: str,
  32. release_root_dir: str,
  33. python3_path: str,
  34. datax_home: str,
  35. log_root_dir: str,
  36. log_module: str):
  37. self.base_dir = os.path.abspath(base_dir)
  38. self.pool = worker.load_workers_ini(workers_ini_path)
  39. self.release_user = release_user
  40. self.release_root_dir = release_root_dir
  41. self.python3_path = python3_path
  42. self.datax_home = datax_home
  43. self.log_root_dir = log_root_dir
  44. self.log_module = log_module
  45. self.project_name = os.path.basename(self.base_dir)
  46. self.current_host = socket.gethostname().split('.')[0]
  47. def _make_run_one(self,
  48. start_date: str,
  49. stop_date: str,
  50. host: Optional[str],
  51. use_random: bool,
  52. parallel: bool,
  53. skip_datax: bool):
  54. is_rel_user = _is_release_user(self.release_user)
  55. is_in_rel_dir = _is_in_release_dir(self.base_dir, self.release_root_dir, self.project_name)
  56. def _run_one(ini_path: str) -> int:
  57. w = worker.select_worker(
  58. self.pool,
  59. is_release_user=is_rel_user,
  60. is_in_release_dir=is_in_rel_dir,
  61. current_host=self.current_host,
  62. host=host,
  63. use_random=use_random,
  64. )
  65. job_name = path_utils.job_name_from_ini(ini_path)
  66. log_file = path_utils.log_path(self.log_root_dir, self.log_module, start_date, job_name)
  67. os.makedirs(os.path.dirname(log_file), exist_ok=True)
  68. # 并行:每任务独立 log 文件(输出不回父 stdout,对齐老 > LOG 2>&1 &)
  69. # 串行:继承父 stdout(用户可 tail 文件或靠外层 bash tee)
  70. if parallel:
  71. with open(log_file, 'a', encoding='utf-8') as fh:
  72. return runner.run_job(
  73. ini_path=ini_path, start_date=start_date, stop_date=stop_date,
  74. worker_host=w, current_host=self.current_host,
  75. base_dir=self.base_dir, python3_path=self.python3_path,
  76. datax_home=self.datax_home,
  77. skip_datax=skip_datax,
  78. stdout=fh, stderr=fh,
  79. )
  80. return runner.run_job(
  81. ini_path=ini_path, start_date=start_date, stop_date=stop_date,
  82. worker_host=w, current_host=self.current_host,
  83. base_dir=self.base_dir, python3_path=self.python3_path,
  84. datax_home=self.datax_home,
  85. skip_datax=skip_datax,
  86. )
  87. return _run_one
  88. class DataxImport(_BaseDatax):
  89. """目标=Hive 导入(自动预建分区)。"""
  90. def __init__(self, **kwargs):
  91. super().__init__(log_module='datax', **kwargs)
  92. def run(self,
  93. inis: List[str],
  94. inis_dirs: List[str],
  95. start_date: str,
  96. stop_date: str,
  97. host: Optional[str] = None,
  98. use_random: bool = False,
  99. parallel: bool = False,
  100. skip_partition: bool = False,
  101. skip_datax: bool = False,
  102. extra_partition_tables: Optional[List[str]] = None) -> int:
  103. """
  104. Returns: 失败任务数(0 = 全部成功)
  105. """
  106. resolved_inis = [_resolve_relative_to_base(p, self.base_dir) for p in inis]
  107. resolved_dirs = [_resolve_relative_to_base(p, self.base_dir) for p in inis_dirs]
  108. ini_list = batch.expand_ini_inputs(resolved_inis, resolved_dirs)
  109. if not ini_list:
  110. return 0
  111. if not skip_partition:
  112. ddls = []
  113. for ini in ini_list:
  114. ddl = partition.parse_ini_partition(ini, stop_date)
  115. if ddl:
  116. ddls.append(ddl)
  117. if extra_partition_tables:
  118. dt = partition.compute_partition_dt(stop_date)
  119. for tbl in extra_partition_tables:
  120. ddls.append('ALTER TABLE {tbl} ADD IF NOT EXISTS PARTITION(dt={dt});'.format(
  121. tbl=tbl, dt=dt))
  122. partition.execute_ddls(ddls)
  123. run_one = self._make_run_one(start_date, stop_date, host, use_random, parallel, skip_datax)
  124. _success, failed = batch.run_batch(ini_list, run_one, parallel=parallel)
  125. return failed
  126. class DataxExport(_BaseDatax):
  127. """源=HDFS 导出(无分区预建;源路径存在性 check 沿用老脚本 check_data_exists 行为,暂未搬迁)。"""
  128. def __init__(self, **kwargs):
  129. super().__init__(log_module='datax', **kwargs)
  130. def run(self,
  131. inis: List[str],
  132. inis_dirs: List[str],
  133. start_date: str,
  134. stop_date: str,
  135. host: Optional[str] = None,
  136. use_random: bool = False,
  137. parallel: bool = False,
  138. skip_datax: bool = False) -> int:
  139. """
  140. Returns: 失败任务数(0 = 全部成功)
  141. """
  142. resolved_inis = [_resolve_relative_to_base(p, self.base_dir) for p in inis]
  143. resolved_dirs = [_resolve_relative_to_base(p, self.base_dir) for p in inis_dirs]
  144. ini_list = batch.expand_ini_inputs(resolved_inis, resolved_dirs)
  145. if not ini_list:
  146. return 0
  147. run_one = self._make_run_one(start_date, stop_date, host, use_random, parallel, skip_datax)
  148. _success, failed = batch.run_batch(ini_list, run_one, parallel=parallel)
  149. return failed