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UsageCountOnProjectAndDatasource #271

Merged
claudio.atzori merged 3 commits from UsageCountOnProjectAndDatasource into beta 2023-02-22 09:56:09 +01:00
Conversation 0 Commits 3 Files Changed 7 +56 -43
7 changed files with 56 additions and 43 deletions
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36
dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/usagestats/SparkAtomicActionUsageJob.java
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@ -8,15 +8,13 @@ import java.io.Serializable;
import java.util.Arrays; import java.util.Arrays;
import java.util.List; import java.util.List;
import java.util.Optional; import java.util.Optional;
import eu.dnetlib.dhp.schema.common.MainEntityType;
import eu.dnetlib.dhp.schema.oaf.*; import eu.dnetlib.dhp.schema.oaf.*;
import org.apache.commons.io.IOUtils; import org.apache.commons.io.IOUtils;
import org.apache.hadoop.io.Text; import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapred.SequenceFileOutputFormat; import org.apache.hadoop.mapred.SequenceFileOutputFormat;
import org.apache.spark.SparkConf; import org.apache.spark.SparkConf;
import org.apache.spark.api.java.function.MapFunction; import org.apache.spark.api.java.function.MapFunction;
import org.apache.spark.api.java.function.MapGroupsFunction;
import org.apache.spark.sql.Dataset; import org.apache.spark.sql.Dataset;
import org.apache.spark.sql.Encoders; import org.apache.spark.sql.Encoders;
import org.apache.spark.sql.SaveMode; import org.apache.spark.sql.SaveMode;
@ -75,18 +73,19 @@ public class SparkAtomicActionUsageJob implements Serializable {
isSparkSessionManaged, isSparkSessionManaged,
spark -> { spark -> {
removeOutputDir(spark, outputPath); removeOutputDir(spark, outputPath);
prepareData(dbname, spark, workingPath + "/usageDb", "usage_stats"); prepareData(dbname, spark, workingPath + "/usageDb", "usage_stats", "result_id");
prepareData(dbname, spark, workingPath + "/projectDb", "project_stats"); prepareData(dbname, spark, workingPath + "/projectDb", "project_stats", "id");
prepareData(dbname, spark, workingPath + "/datasourceDb", "datasource_stats"); prepareData(dbname, spark, workingPath + "/datasourceDb", "datasource_stats", "repositor_id");
writeActionSet(spark, workingPath, outputPath); writeActionSet(spark, workingPath, outputPath);
}); });
} }
private static void prepareData(String dbname, SparkSession spark, String workingPath, String tableName) { private static void prepareData(String dbname, SparkSession spark, String workingPath, String tableName, String attribute_name) {
spark spark
.sql( .sql(
"Select result_id, downloads, views " + "Select " + attribute_name + " as id, sum(downloads) as downloads, sum(views) as views " +
"from " + dbname + "." + tableName) "from " + dbname + "." + tableName +
"group by " + attribute_name)
.as(Encoders.bean(UsageStatsModel.class)) .as(Encoders.bean(UsageStatsModel.class))
.write() .write()
.mode(SaveMode.Overwrite) .mode(SaveMode.Overwrite)
@ -115,7 +114,7 @@ public class SparkAtomicActionUsageJob implements Serializable {
private static Dataset<Result> getFinalIndicatorsResult(SparkSession spark, String inputPath) { private static Dataset<Result> getFinalIndicatorsResult(SparkSession spark, String inputPath) {
return getUsageStatsModelDataset(spark, inputPath) return readPath(spark, inputPath, UsageStatsModel.class)
.map((MapFunction<UsageStatsModel, Result>) usm -> { .map((MapFunction<UsageStatsModel, Result>) usm -> {
Result r = new Result(); Result r = new Result();
r.setId("50|" + usm.getId()); r.setId("50|" + usm.getId());
@ -126,7 +125,7 @@ public class SparkAtomicActionUsageJob implements Serializable {
private static Dataset<Project> getFinalIndicatorsProject(SparkSession spark, String inputPath) { private static Dataset<Project> getFinalIndicatorsProject(SparkSession spark, String inputPath) {
return getUsageStatsModelDataset(spark, inputPath) return readPath(spark, inputPath, UsageStatsModel.class)
.map((MapFunction<UsageStatsModel, Project>) usm -> { .map((MapFunction<UsageStatsModel, Project>) usm -> {
Project r = new Project(); Project r = new Project();
r.setId("40|" + usm.getId()); r.setId("40|" + usm.getId());
@ -137,7 +136,7 @@ public class SparkAtomicActionUsageJob implements Serializable {
private static Dataset<Datasource> getFinalIndicatorsDatasource(SparkSession spark, String inputPath) { private static Dataset<Datasource> getFinalIndicatorsDatasource(SparkSession spark, String inputPath) {
return getUsageStatsModelDataset(spark, inputPath) return readPath(spark, inputPath, UsageStatsModel.class)
.map((MapFunction<UsageStatsModel, Datasource>) usm -> { .map((MapFunction<UsageStatsModel, Datasource>) usm -> {
Datasource r = new Datasource(); Datasource r = new Datasource();
r.setId("10|" + usm.getId()); r.setId("10|" + usm.getId());
@ -146,20 +145,7 @@ public class SparkAtomicActionUsageJob implements Serializable {
}, Encoders.bean(Datasource.class)); }, Encoders.bean(Datasource.class));
} }
private static Dataset<UsageStatsModel> getUsageStatsModelDataset(SparkSession spark, String inputPath) {
return readPath(spark, inputPath, UsageStatsModel.class)
.groupByKey((MapFunction<UsageStatsModel, String>) us -> us.getId(), Encoders.STRING())
.mapGroups((MapGroupsFunction<String, UsageStatsModel, UsageStatsModel>) (k, it) -> {
UsageStatsModel first = it.next();
it.forEachRemaining(us -> {
first.setDownloads(first.getDownloads() + us.getDownloads());
first.setViews(first.getViews() + us.getViews());
});
first.setId(k);
return first;
}, Encoders.bean(UsageStatsModel.class));
}
private static List<Measure> getMeasure(Long downloads, Long views) { private static List<Measure> getMeasure(Long downloads, Long views) {
DataInfo dataInfo = OafMapperUtils DataInfo dataInfo = OafMapperUtils

9
dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/actionmanager/usagestats/datasourceDb
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@ -1,12 +1,9 @@
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dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/actionmanager/usagestats/datasourceDb_old Normal file
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dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/actionmanager/usagestats/projectDb
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@ -1,12 +1,9 @@
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dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/actionmanager/usagestats/projectDb_old Normal file
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dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/actionmanager/usagestats/usageDb
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dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/actionmanager/usagestats/usageDb_old Normal file
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