raw_usr_traces_apd_d.py 2.9 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687
  1. #!/usr/bin/env /usr/bin/python3
  2. # -*- coding:utf-8 -*-
  3. """
  4. 埋点 NDJSON.gz → raw.raw_usr_traces_apd_d 单日入仓。
  5. CLI:
  6. python3 jobs/raw/usr/raw_usr_traces_apd_d.py -dt YYYYMMDD
  7. 行为:
  8. - 在 SOURCE_DIR 下找 traces-{YYYY-MM-DD}.json.gz(dt 转中划线格式拼文件名)
  9. - hdfs dfs -mkdir -p HDFS_TBL_DIR/dt={YYYYMMDD}
  10. - hdfs dfs -put -f 源 gz 到该分区目录(-f 覆盖,幂等可重跑)
  11. - hive -e ALTER TABLE ... ADD IF NOT EXISTS PARTITION ... LOCATION ...
  12. 当前 SOURCE_DIR 写死成 m2 临时目录;上 DS 调度时把 SOURCE_DIR 改成正式产线路径,
  13. 其余逻辑无需改动(CLI 已是单 dt 单文件语义,与调度天然契合)。
  14. """
  15. import argparse
  16. import os
  17. import re
  18. import subprocess
  19. import sys
  20. SOURCE_DIR = '/data/upload/tracking/temp'
  21. HDFS_TBL_DIR = '/user/hive/warehouse/raw.db/raw_usr_traces_apd_d'
  22. HIVE_DB = 'raw'
  23. HIVE_TBL = 'raw_usr_traces_apd_d'
  24. DT_PATTERN = re.compile(r'^\d{8}$')
  25. def run(cmd):
  26. print('[exec] ' + cmd)
  27. # Python 3.6.8 无 capture_output,用 stdout=PIPE, stderr=PIPE
  28. result = subprocess.run(
  29. cmd, shell=True,
  30. stdout=subprocess.PIPE, stderr=subprocess.PIPE,
  31. )
  32. out = result.stdout.decode('utf-8', errors='replace').rstrip()
  33. err = result.stderr.decode('utf-8', errors='replace').rstrip()
  34. if out:
  35. print(out)
  36. if result.returncode != 0:
  37. if err:
  38. print(err, file=sys.stderr)
  39. raise RuntimeError('cmd failed (exit {}): {}'.format(result.returncode, cmd))
  40. def main():
  41. parser = argparse.ArgumentParser(
  42. prog='raw_usr_traces_apd_d',
  43. description='埋点 NDJSON.gz → raw.raw_usr_traces_apd_d 单日入仓',
  44. )
  45. parser.add_argument('-dt', required=True, metavar='YYYYMMDD',
  46. help='分区日期,yyyymmdd 格式(如 20260409)')
  47. args = parser.parse_args()
  48. dt = args.dt
  49. if not DT_PATTERN.match(dt):
  50. print('-dt 格式必须是 yyyymmdd(8 位数字),收到: {}'.format(dt), file=sys.stderr)
  51. sys.exit(2)
  52. file_dt = '{}-{}-{}'.format(dt[0:4], dt[4:6], dt[6:8])
  53. file_name = 'traces-{}.json.gz'.format(file_dt)
  54. local_path = os.path.join(SOURCE_DIR, file_name)
  55. print('{script} dt={dt} src={src}'.format(
  56. script=os.path.basename(__file__), dt=dt, src=local_path))
  57. if not os.path.isfile(local_path):
  58. print('源文件不存在: {}'.format(local_path), file=sys.stderr)
  59. sys.exit(3)
  60. part_dir = '{}/dt={}'.format(HDFS_TBL_DIR, dt)
  61. run('hdfs dfs -mkdir -p {}'.format(part_dir))
  62. run('hdfs dfs -put -f {} {}/'.format(local_path, part_dir))
  63. alter = (
  64. "ALTER TABLE {db}.{tbl} "
  65. "ADD IF NOT EXISTS PARTITION (dt='{dt}') "
  66. "LOCATION '{loc}';"
  67. ).format(db=HIVE_DB, tbl=HIVE_TBL, dt=dt, loc=part_dir)
  68. run('hive -e "{}"'.format(alter))
  69. print('done. dt={}'.format(dt))
  70. if __name__ == '__main__':
  71. main()