tasks/offline-compute/PySpark/pyspark_015/init/init_db.py

#!/usr/bin/env python3
"""pyspark_015 database initialization: create tables + load seed data"""
from pyspark.sql import SparkSession

spark = SparkSession.builder \
    .appName('dataclaw_eval_init_pyspark_015') \
    .enableHiveSupport() \
    .config('spark.sql.warehouse.dir', '/tmp/hive_warehouse') \
    .getOrCreate()

spark.sql('CREATE DATABASE IF NOT EXISTS internal_platform_db')

# Create input table
spark.sql('''
DROP TABLE IF EXISTS internal_platform_db.t_sh_event_log_v2_xab00014231_pyspark_254
''')
spark.sql('''
CREATE TABLE internal_platform_db.t_sh_event_log_v2_xab00014231_pyspark_254 (
  server_ip STRING,
  `time` STRING,
  src BIGINT,
  phonenum STRING,
  tag_name STRING,
  self_phone STRING,
  ip STRING,
  imei STRING,
  imsi STRING,
  phonenum_reg STRING,
  phonetype BIGINT,
  apn BIGINT,
  ip_md5 STRING,
  ip_c_segment STRING,
  auth_type BIGINT,
  android_id STRING,
  manufacture STRING,
  model STRING,
  language STRING,
  region STRING,
  sdk_version STRING,
  call_type BIGINT,
  duration BIGINT,
  ip_country STRING,
  ip_province STRING,
  ip_city STRING,
  ip_district STRING,
  phonenum_e STRING,
  self_phone_e STRING,
  imei_e STRING,
  imsi_e STRING,
  phonenum_reg_e STRING,
  android_id_e STRING,
  ipip_country STRING,
  ipip_province STRING,
  ipip_city STRING,
  ipip_district STRING
) PARTITIONED BY (ds STRING)
STORED AS ORC
''')

# Load seed data
spark.sql('''
INSERT INTO TABLE internal_platform_db.t_sh_event_log_v2_xab00014231_pyspark_254 PARTITION (ds='20260513')
VALUES
('10.0.0.1','2026-05-13 10:00:00',1,'13800001111','spam','13900001111','192.168.1.1','imei001','imsi001','13800001111',1,1,'md5hash1','192.168.1',0,'android001','PhoneBrandH','P40','zh','CN','30',1,60,'China','Guangdong','Shenzhen','Nanshan','enc_phone1','enc_self1','enc_imei1','enc_imsi1','enc_reg1','enc_android1','China','Guangdong','Shenzhen','Nanshan'),
('10.0.0.2','2026-05-13 11:00:00',2,'13800002222','fraud','13900002222','192.168.1.2','imei002','imsi002','13800002222',2,4,'md5hash2','192.168.2',1,'android002','PhoneBrandX','Mi11','en','US','31',2,120,'China','Beijing','Beijing','Haidian','enc_phone2','enc_self2','enc_imei2','enc_imsi2','enc_reg2','enc_android2','China','Beijing','Beijing','Haidian'),
('10.0.0.3','2026-05-13 12:00:00',3,'13800003333','normal','13900003333','192.168.1.3','imei003','imsi003','13800003333',1,2,'md5hash3','192.168.3',0,'android003','Sad_platformung','S21','zh','CN','29',3,30,'China','Shanghai','Shanghai','Pudong','enc_phone3','enc_self3','enc_imei3','enc_imsi3','enc_reg3','enc_android3','China','Shanghai','Shanghai','Pudong')
''')

print('Database initialization complete')
spark.stop()