package mobvista.dmp.datasource.iqiyi import mobvista.dmp.common.CommonSparkJob import mobvista.dmp.util.PropertyUtil import mobvista.dmp.utils.clickhouse.ClickHouseConnectionFactory import mobvista.dmp.utils.clickhouse.ClickHouseSparkExt._ import org.apache.commons.cli.Options import org.apache.commons.lang3.StringUtils import org.apache.spark.sql.SparkSession import org.apache.spark.sql.types.{StringType, StructField, StructType} import ru.yandex.clickhouse.ClickHouseDataSource /** * @package: mobvista.dmp.datasource.iqiyi * @author: wangjf * @date: 2020/4/29 * @time: 11:52 上午 * @email: jinfeng.wang@mobvista.com * @phone: 152-1062-7698 */ class IQiYiEtl2CK extends CommonSparkJob with Serializable { override protected def run(args: Array[String]): Int = { val commandLine = commParser.parse(options, args) if (!checkMustOption(commandLine)) { printUsage(options) return -1 } else { printOptions(commandLine) } val date = commandLine.getOptionValue("date") val cluster = commandLine.getOptionValue("cluster") val host = commandLine.getOptionValue("host") val database = commandLine.getOptionValue("database") val table = commandLine.getOptionValue("table") val spark = SparkSession .builder() .appName(s"IQiYiEtl2CK.$date") .config("spark.rdd.compress", "true") .config("spark.io.compression.codec", "lz4") .config("spark.sql.warehouse.dir", "s3://mob-emr-test/spark-warehouse") .config("spark.serializer", "org.apache.spark.serializer.KryoSerializer") .config("spark.clickhouse.driver", "ru.yandex.clickhouse.ClickHouseDriver") .config("spark.clickhouse.url", PropertyUtil.getProperty("config.properties", "spark.clickhouse.url")) .config("spark.clickhouse.connection.per.executor.max", "5") .config("spark.clickhouse.metrics.enable", "true") .config("spark.clickhouse.socket.timeout.ms", "300000") .config("spark.clickhouse.cluster.auto-discovery", "true") .enableHiveSupport() .getOrCreate() val sc = spark.sparkContext val clusterName = cluster spark.udf.register("hasNoAny", hasNoAny _) try { val df = spark.sql(sql.replace("@date", date)).rdd val update_date = mobvista.dmp.common.MobvistaConstant.sdf1.format(mobvista.dmp.common.MobvistaConstant.sdf2.parse(date)) implicit val clickHouseDataSource: ClickHouseDataSource = ClickHouseConnectionFactory.get(host) spark.createDataFrame(df, schema).saveToClickHouse(database, table, Seq(update_date), Seq("dt"), Some(clusterName), batchSize = 1000000) } finally { sc.stop() spark.stop() } 0 } val schema = StructType(Array( StructField("device_id", StringType), StructField("device_type", StringType), StructField("platform", StringType))) val sql = s""" |SELECT CASE WHEN platform = 'ios' THEN UPPER(dev_id) ELSE dev_id END device_id, dev_type device_type, platform platform | FROM dwh.ods_dmp_user_info_daily WHERE dt = '@date' AND UPPER(country) = 'CN' AND dev_type IN ('idfa','imei') | AND hasNoAny(install) """.stripMargin val set = Set("com.iqiyi.tag", "com.iqiyi.k12", "com.iqiyi.english", "00000002220", "00000002221", "00000002222") def hasNoAny(install: String): Boolean = { var flag = true val itr = install.toLowerCase.split(",").iterator while (itr.hasNext && flag) { val ir = itr.next val rs = ir.split("\\|") if (StringUtils.isNotBlank(ir) && set.contains(rs(0))) { flag = false } } flag } override protected def buildOptions(): Options = { val options = new Options options.addOption("date", true, "date") options.addOption("host", true, "host") options.addOption("cluster", true, "cluster") options.addOption("database", true, "database") options.addOption("table", true, "table") options } } object IQiYiEtl2CK { def main(args: Array[String]): Unit = { new IQiYiEtl2CK().run(args) } }