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package mobvista.dmp.datasource.iqiyi
import com.alibaba.fastjson.{JSONArray, JSONObject}
import mobvista.dmp.common.{CommonSparkJob, MobvistaConstant}
import mobvista.dmp.datasource.rtdmp.{Logic, ServerUtil}
import mobvista.dmp.format.RDDMultipleOutputFormat
import mobvista.dmp.util.{DateUtil, PropertyUtil}
import org.apache.commons.cli.{BasicParser, Options}
import org.apache.commons.lang.StringUtils
import org.apache.hadoop.fs.{FileSystem, Path}
import org.apache.hadoop.io.Text
import org.apache.spark.storage.StorageLevel
import java.net.URI
import scala.collection.mutable
/**
* @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 RTDmpIQiYiRequest extends CommonSparkJob with Serializable {
def commandOptions(): Options = {
val options = new Options()
options.addOption("date", true, "date")
options.addOption("output", true, "output")
options
}
override protected def run(args: Array[String]): Int = {
val parser = new BasicParser()
val options = commandOptions()
val commandLine = parser.parse(options, args)
val date = commandLine.getOptionValue("date")
val output = commandLine.getOptionValue("output")
val spark = MobvistaConstant.createSparkSession("RTDmpIQiYiRequest")
try {
val sc = spark.sparkContext
FileSystem.get(new URI(s"s3://mob-emr-test"), sc.hadoopConfiguration).delete(new Path(output), true)
val update_date = MobvistaConstant.sdf1.format(MobvistaConstant.sdf2.parse(date))
val start = DateUtil.getDayByString(update_date, "yyyy-MM-dd", -180)
val end = update_date
val sql =
s"""
|SELECT device_id, MAX(update_date) update_date
| FROM dwh.dm_install_list_v2 WHERE dt = '$date'
| AND update_date BETWEEN '$start' AND '$end'
| AND package_name IN ('com.qiyi.video', 'com.qiyi.android')
| AND device_type IN ('imei','imeimd5')
| GROUP BY device_id
|""".stripMargin
val endTime = MobvistaConstant.sdf1.parse(end).getTime
val rdd = spark.sql(sql)
.rdd.map(row => {
val deviceId = row.getAs[String]("device_id")
val updateDate = row.getAs[String]("update_date").replace("\"", "")
val startTime = if (StringUtils.isNotBlank(updateDate)) {
MobvistaConstant.sdf1.parse(updateDate).getTime
} else {
endTime
}
val days = (endTime - startTime) / (1000 * 3600 * 24) / 30
val packageName = days match {
case 0 => "com.qiyi_30_imei"
case 1 => "com.qiyi_60_imei"
case 2 => "com.qiyi_90_imei"
case 3 => "com.qiyi_120_imei"
case 4 => "com.qiyi_150_imei"
case _ => "com.qiyi_180_imei"
}
(deviceId, packageName)
})
rdd.persist(StorageLevel.MEMORY_AND_DISK_SER)
rdd.map(r => {
(new Text(s"$output/${r._2}"), new Text(r._1))
}).coalesce(100)
.saveAsNewAPIHadoopFile(output, classOf[Text], classOf[Text], classOf[RDDMultipleOutputFormat[_, _]])
val set = rdd.map(t => {
t._2
}).distinct(200)
.collect()
.toSet[String]
val uploadPkgSet = new mutable.HashSet[String]()
val uploadJsonArray = new JSONArray()
val updateJsonArray = new JSONArray()
// 停掉 audience
val stopAudience = PropertyUtil.getProperty("config.properties",
s"rtdmp.stop.audience").split(",", -1).toSet[String]
.map(r => {
Integer.valueOf(r)
})
set.foreach(packageName => {
val jsonObject = new JSONObject()
val map = Logic.getAudienceInfo("iqiyi")
if (map.contains(packageName)) {
if (!stopAudience.contains(map(packageName))) {
jsonObject.put("id", map(packageName))
jsonObject.put("s3_path", s"$output/$packageName")
jsonObject.put("status", 1)
jsonObject.put("audience_data_status", 1)
updateJsonArray.add(jsonObject)
}
} else {
jsonObject.put("s3_path", s"$output/$packageName")
jsonObject.put("platform", 1)
jsonObject.put("match_device_type", 1)
jsonObject.put("audience_type", 2)
jsonObject.put("data_update_method", 1)
jsonObject.put("audience_name", packageName)
jsonObject.put("status", 1)
jsonObject.put("audience_gender", 3)
jsonObject.put("audience_count", 1)
jsonObject.put("is_sync_dmpserver", 1)
jsonObject.put("audience_data_status", 1)
uploadPkgSet.add(packageName)
uploadJsonArray.add(jsonObject)
}
})
val uploadJsonObject = ServerUtil.upload(uploadJsonArray)
if (uploadJsonObject.getInteger("code") == 200) {
println("RTDmp Upload OK,AudienceId -->> " + uploadJsonObject.getJSONArray("data"))
}
Logic.writeAudienceInfo("iqiyi", Logic.getAudienceMap(uploadPkgSet))
// 每次更新一个
for (i <- 0 until updateJsonArray.size()) {
val updateObject = new JSONArray()
updateObject.add(updateJsonArray.getJSONObject(i))
var flag = true
while (flag) {
val updateJsonObject = ServerUtil.update(updateObject)
if (updateJsonObject.getInteger("code") == 200) {
println("RTDmp Update OK,updateJson -->> " + updateObject)
flag = false
}
}
}
} finally {
if (spark != null) {
spark.stop()
}
}
0
}
}
object RTDmpIQiYiRequest {
def main(args: Array[String]): Unit = {
new RTDmpIQiYiRequest().run(args)
}
}