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package mobvista.dmp.datasource.dm
import com.alibaba.fastjson.JSON
import mobvista.dmp.common.CommonSparkJob
import mobvista.dmp.util.DateUtil
import org.apache.commons.cli.Options
import org.apache.commons.lang3.StringUtils
import org.apache.spark.sql.functions._
/**
* @package: mobvista.dmp.datasource.dm
* @author: wangjf
* @date: 2020/5/25
* @time: 6:30 下午
* @email: jinfeng.wang@mobvista.com
* @phone: 152-1062-7698
*/
class ValidateDmpInstallList extends CommonSparkJob with Serializable {
override protected def run(args: Array[String]): Int = {
val commandLine = commParser.parse(options, args)
if (!checkMustOption(commandLine)) {
printUsage(options)
printOptions(commandLine)
return 1
} else {
printOptions(commandLine)
}
val date = commandLine.getOptionValue("date")
val spark = mobvista.dmp.common.MobvistaConstant.createSparkSession("ValidateDmpInstallList")
spark.udf.register("get_pkg_size", get_pkg_size _)
spark.udf.register("filter", filter _)
val update_date = DateUtil.format(DateUtil.getDay(date, "yyyyMMdd", 0), "yyyy-MM-dd")
val sql = common_sql.replace("@dt", date).replace("@update_date", update_date).replace("@last_day", update_date)
spark.sql(sql.replace("@system", "m")).select(
count(lit(1)).alias("m_uv"),
sum(col("pkg_size")).alias("m_pkg_size")
).foreach(r => {
println("m_uv -->> " + r.getAs[Int]("m_uv") + ",m_pkg_size -->> " + r.getAs[Int]("m_pkg_size"))
})
spark.sql(sql.replace("@system", "dsp")).select(
count(lit(1)).alias("dsp_uv"),
sum(col("pkg_size")).alias("dsp_pkg_size")
).foreach(r => {
println("dsp_uv -->> " + r.getAs[Int]("dsp_uv") + ",dsp_pkg_size -->> " + r.getAs[Int]("dsp_pkg_size"))
})
0
}
def get_pkg_size(install_list: String) = {
import scala.collection.JavaConverters._
val installMap = JSON.parse(install_list).asInstanceOf[java.util.Map[String, String]].asScala
val pkg_size = installMap.retain((k, _) => !k.equals("0000000000") && !k.equals("com.nonepkg.com.nonepkg")).toMap.asJava.size()
pkg_size
}
def filter(ext_data: String, system: String, last_day: String) = {
var flag = false
val ext_json = mobvista.dmp.common.MobvistaConstant.String2JSONObject(ext_data)
if (system.equals("m") && ext_json.containsKey("m")) {
val m_json = ext_json.getJSONObject("m")
val last_date = m_json.getString("last_date")
var isMstrategy = false
if (m_json.containsKey("strategy")) {
val strategyList = m_json.getJSONArray("strategy").toArray
for (strategy <- strategyList if strategy.toString.contains("MNormalAlphaModelRanker")) {
isMstrategy = true
}
}
val dev_tag = m_json.getString("dev_tag")
flag = last_date.equals(last_day) && StringUtils.isNotBlank(dev_tag) && dev_tag.equals("1") && isMstrategy
}
if (system.equals("dsp") && ext_json.containsKey("dsp")) {
val dsp_json = ext_json.getJSONObject("dsp")
val last_date = dsp_json.getString("last_date")
flag = last_date.equals(last_day)
}
flag
}
val common_sql =
"""
|SELECT device_id,get_pkg_size(install_list) pkg_size FROM dwh.dmp_install_list
| WHERE dt = '@dt' AND update_date = '@update_date' AND business = '14days' AND filter(ext_data,'@system','@last_day')
|""".stripMargin
override protected def buildOptions(): Options = {
val options = new Options
options.addOption("date", true, "[must] date")
options
}
}
object ValidateDmpInstallList {
def main(args: Array[String]): Unit = {
new ValidateDmpInstallList().run(args)
}
}