#!/usr/bin/env python3 """pyspark_020 database initialization: create partitioned tables + load seed data""" from pyspark.sql import SparkSession spark = SparkSession.builder \ .appName('dataclaw_eval_init_pyspark_020') \ .enableHiveSupport() \ .config('spark.sql.warehouse.dir', '/tmp/hive_warehouse') \ .getOrCreate() spark.sql('CREATE DATABASE IF NOT EXISTS internal_platform_db') # Input Table 1: ods_daily_miniapp_h5_expand_raw_pyspark_212 spark.sql(''' DROP TABLE IF EXISTS internal_platform_db.ods_daily_miniapp_h5_expand_raw_pyspark_212 ''') spark.sql(''' CREATE TABLE IF NOT EXISTS internal_platform_db.ods_daily_miniapp_h5_expand_raw_pyspark_212 ( useruin BIGINT COMMENT 'useruin', appid STRING COMMENT 'appid', url_ STRING COMMENT 'url with param', domain STRING COMMENT 'domain', url STRING COMMENT 'url without param', contactor_domain STRING COMMENT 'contactor name of domain', related STRING COMMENT 'if domain related, 0 unrelated, 1 same body, 2 related body' ) PARTITIONED BY (ds STRING COMMENT '-') STORED AS ORC ''') spark.sql(''' INSERT INTO TABLE internal_platform_db.ods_daily_miniapp_h5_expand_raw_pyspark_212 PARTITION (ds='20260513') VALUES (1001, 'miniapp001', 'https://a.com/page?x=1', 'a.com', 'https://a.com/page', 'ContactorA', '1'), (1002, 'miniapp001', 'https://b.com/page?y=2', 'b.com', 'https://b.com/page', 'ContactorB', '0'), (1003, 'miniapp002', 'https://a.com/page?x=1', 'a.com', 'https://a.com/page', 'ContactorA', '1'), (1004, 'miniapp002', 'https://c.com/info?z=3', 'c.com', 'https://c.com/info', 'ContactorC', '2'), (1005, 'miniapp003', 'https://b.com/page?y=2', 'b.com', 'https://b.com/page', 'ContactorB', '0'), (1001, 'miniapp001', 'https://d.com/x?a=1', 'd.com', 'https://d.com/x', 'ContactorD', '2'), (1002, 'miniapp003', 'https://a.com/page?x=1', 'a.com', 'https://a.com/page', 'ContactorA', '1'), (1006, 'miniapp002', 'https://e.com/y?b=2', 'e.com', 'https://e.com/y', 'ContactorE', '0'), (1001, 'miniapp001', 'https://a.com/page2?c=3', 'a.com', 'https://a.com/page2', 'ContactorA', '1'), (1007, 'miniapp003', 'https://f.com/z?d=4', 'f.com', 'https://f.com/z', 'ContactorF', '2') ''') # Input Table 2: ods_daily_miniapp_h5_top100_pv_raw_pyspark_212 spark.sql(''' DROP TABLE IF EXISTS internal_platform_db.ods_daily_miniapp_h5_top100_pv_raw_pyspark_212 ''') spark.sql(''' CREATE TABLE IF NOT EXISTS internal_platform_db.ods_daily_miniapp_h5_top100_pv_raw_pyspark_212 ( useruin BIGINT COMMENT 'useruin', appid STRING COMMENT 'appid', url_ STRING COMMENT 'url with param', domain STRING COMMENT 'domain', url STRING COMMENT 'url without param', contactor_domain STRING COMMENT 'contactor name of domain', related STRING COMMENT 'if domain related, 0 unrelated, 1 same body, 2 related body' ) PARTITIONED BY (ds STRING COMMENT '-') STORED AS ORC ''') spark.sql(''' INSERT INTO TABLE internal_platform_db.ods_daily_miniapp_h5_top100_pv_raw_pyspark_212 PARTITION (ds='20260513') VALUES (1001, 'miniapp001', 'https://a.com/page?x=1', 'a.com', 'https://a.com/page', 'ContactorA', '1'), (1002, 'miniapp001', 'https://b.com/page?y=2', 'b.com', 'https://b.com/page', 'ContactorB', '0'), (1003, 'miniapp002', 'https://a.com/page?x=1', 'a.com', 'https://a.com/page', 'ContactorA', '1'), (1004, 'miniapp002', 'https://c.com/info?z=3', 'c.com', 'https://c.com/info', 'ContactorC', '2'), (1005, 'miniapp003', 'https://b.com/page?y=2', 'b.com', 'https://b.com/page', 'ContactorB', '0'), (1001, 'miniapp001', 'https://d.com/x?a=1', 'd.com', 'https://d.com/x', 'ContactorD', '2'), (1002, 'miniapp003', 'https://a.com/page?x=1', 'a.com', 'https://a.com/page', 'ContactorA', '1'), (1006, 'miniapp002', 'https://e.com/y?b=2', 'e.com', 'https://e.com/y', 'ContactorE', '0') ''') # Output Table: ods_daily_miniapp_webview_total_pyspark_212 spark.sql(''' DROP TABLE IF EXISTS internal_platform_db.ods_daily_miniapp_webview_total_pyspark_212 ''') spark.sql(''' CREATE TABLE IF NOT EXISTS internal_platform_db.ods_daily_miniapp_webview_total_pyspark_212 ( ds BIGINT COMMENT 'date', appid STRING COMMENT 'appid', pv BIGINT COMMENT 'page views', uv BIGINT COMMENT 'unique visitors', domain BIGINT COMMENT 'domain count', url_wop BIGINT COMMENT 'url without param count', stat_type STRING COMMENT 'statistic type' ) STORED AS ORC ''') print('Database initialization complete') spark.stop()