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refactoring

This commit is contained in:
Miriam Baglioni 2023-06-30 19:05:15 +02:00
parent 55ea485783
commit 4c9bc4c3a5
3 changed files with 520 additions and 482 deletions
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92
dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/usagestats/SparkAtomicActionUsageJob.java
View File

@ -82,19 +82,21 @@ public class SparkAtomicActionUsageJob implements Serializable {
});
}
private static void prepareResultData(String dbname, SparkSession spark, String workingPath, String tableName, String resultAttributeName, String datasourceAttributeName) {
private static void prepareResultData(String dbname, SparkSession spark, String workingPath, String tableName,
String resultAttributeName, String datasourceAttributeName) {
spark
.sql(
String
.format(
"select %s as id, %s as datasourceId, sum(downloads) as downloads, sum(views) as views " +
"from %s.%s group by %s, %s",
resultAttributeName, datasourceAttributeName, dbname, tableName, resultAttributeName, datasourceAttributeName))
.as(Encoders.bean(UsageStatsResultModel.class))
.write()
.mode(SaveMode.Overwrite)
.option("compression", "gzip")
.json(workingPath);
.sql(
String
.format(
"select %s as id, %s as datasourceId, sum(downloads) as downloads, sum(views) as views " +
"from %s.%s group by %s, %s",
resultAttributeName, datasourceAttributeName, dbname, tableName, resultAttributeName,
datasourceAttributeName))
.as(Encoders.bean(UsageStatsResultModel.class))
.write()
.mode(SaveMode.Overwrite)
.option("compression", "gzip")
.json(workingPath);
}
private static void prepareData(String dbname, SparkSession spark, String workingPath, String tableName,
@ -131,30 +133,32 @@ public class SparkAtomicActionUsageJob implements Serializable {
.saveAsHadoopFile(outputPath, Text.class, Text.class, SequenceFileOutputFormat.class);
}
public static Measure newMeasureInstance(String id) {
Measure m = new Measure();
m.setId(id);
m.setUnit(new ArrayList<>());
return m;
}
private static Dataset<Result> getFinalIndicatorsResult(SparkSession spark, String inputPath) {
return readPath(spark, inputPath, UsageStatsResultModel.class)
.groupByKey((MapFunction<UsageStatsResultModel, String>) usm -> usm.getId(), Encoders.STRING())
.mapGroups((MapGroupsFunction<String, UsageStatsResultModel, Result>) (k,it) -> {
Result r = new Result();
r.setId("50|" + k);
//id = download or view and unit = list of key value pairs
Measure download = newMeasureInstance("downloads");
Measure view = newMeasureInstance("views");
UsageStatsResultModel first = it.next();
addCountForDatasource(download, first, view);
it.forEachRemaining(usm -> {
addCountForDatasource(download, usm, view);
});
r.setMeasures(Arrays.asList(download, view));
return r;
}, Encoders.bean(Result.class))
.groupByKey((MapFunction<UsageStatsResultModel, String>) usm -> usm.getId(), Encoders.STRING())
.mapGroups((MapGroupsFunction<String, UsageStatsResultModel, Result>) (k, it) -> {
Result r = new Result();
r.setId("50|" + k);
// id = download or view and unit = list of key value pairs
Measure download = newMeasureInstance("downloads");
Measure view = newMeasureInstance("views");
UsageStatsResultModel first = it.next();
addCountForDatasource(download, first, view);
it.forEachRemaining(usm -> {
addCountForDatasource(download, usm, view);
});
r.setMeasures(Arrays.asList(download, view));
return r;
}, Encoders.bean(Result.class))
// .map((MapFunction<UsageStatsResultModel, Result>) usm -> {
// Result r = new Result();
// r.setId("50|" + usm.getId());
@ -166,20 +170,26 @@ public class SparkAtomicActionUsageJob implements Serializable {
private static void addCountForDatasource(Measure download, UsageStatsResultModel usm, Measure view) {
DataInfo dataInfo = OafMapperUtils
.dataInfo(
false,
UPDATE_DATA_INFO_TYPE,
true,
false,
OafMapperUtils
.qualifier(
UPDATE_MEASURE_USAGE_COUNTS_CLASS_ID,
UPDATE_CLASS_NAME,
ModelConstants.DNET_PROVENANCE_ACTIONS,
ModelConstants.DNET_PROVENANCE_ACTIONS),
"");
download.getUnit().add(OafMapperUtils.newKeyValueInstance(usm.getDatasourceId(), String.valueOf(usm.getDownloads()), dataInfo));
view.getUnit().add(OafMapperUtils.newKeyValueInstance(usm.getDatasourceId(), String.valueOf(usm.getViews()), dataInfo));
.dataInfo(
false,
UPDATE_DATA_INFO_TYPE,
true,
false,
OafMapperUtils
.qualifier(
UPDATE_MEASURE_USAGE_COUNTS_CLASS_ID,
UPDATE_CLASS_NAME,
ModelConstants.DNET_PROVENANCE_ACTIONS,
ModelConstants.DNET_PROVENANCE_ACTIONS),
"");
download
.getUnit()
.add(
OafMapperUtils
.newKeyValueInstance(usm.getDatasourceId(), String.valueOf(usm.getDownloads()), dataInfo));
view
.getUnit()
.add(OafMapperUtils.newKeyValueInstance(usm.getDatasourceId(), String.valueOf(usm.getViews()), dataInfo));
}
private static Dataset<Project> getFinalIndicatorsProject(SparkSession spark, String inputPath) {

17
dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/usagestats/UsageStatsResultModel.java
View File

@ -1,17 +1,18 @@
package eu.dnetlib.dhp.actionmanager.usagestats;
/**
* @author miriam.baglioni
* @Date 30/06/23
*/
public class UsageStatsResultModel extends UsageStatsModel{
private String datasourceId ;
public class UsageStatsResultModel extends UsageStatsModel {
private String datasourceId;
public String getDatasourceId() {
return datasourceId;
}
public String getDatasourceId() {
return datasourceId;
}
public void setDatasourceId(String datasourceId) {
this.datasourceId = datasourceId;
}
public void setDatasourceId(String datasourceId) {
this.datasourceId = datasourceId;
}
}

893
dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/actionmanager/usagestats/SparkAtomicActionCountJobTest.java
View File

@ -8,7 +8,6 @@ import java.nio.file.Files;
import java.nio.file.Path;
import java.util.stream.Collectors;
import eu.dnetlib.dhp.schema.oaf.Measure;
import org.apache.commons.io.FileUtils;
import org.apache.hadoop.io.Text;
import org.apache.spark.SparkConf;
@ -25,6 +24,7 @@ import org.slf4j.LoggerFactory;
import com.fasterxml.jackson.databind.ObjectMapper;
import eu.dnetlib.dhp.schema.action.AtomicAction;
import eu.dnetlib.dhp.schema.oaf.Measure;
import eu.dnetlib.dhp.schema.oaf.OafEntity;
import eu.dnetlib.dhp.schema.oaf.Result;
@ -144,7 +144,8 @@ public class SparkAtomicActionCountJobTest {
"Inferred by OpenAIRE",
u.getDataInfo().getProvenanceaction().getClassname()))));
tmp.filter(aa -> ((OafEntity) aa.getPayload()).getId().startsWith("40|"))
tmp
.filter(aa -> ((OafEntity) aa.getPayload()).getId().startsWith("40|"))
.foreach(
r -> ((OafEntity) r.getPayload())
.getMeasures()
@ -160,60 +161,82 @@ public class SparkAtomicActionCountJobTest {
u.getKey()))));
Assertions
.assertEquals(
1,
tmp
.filter(
r -> ((OafEntity) r.getPayload())
.getId()
.equals("50|dedup_wf_001::53575dc69e9ace947e02d47ecd54a7a6"))
.count());
OafEntity entity = (OafEntity) tmp.filter(aa -> ((OafEntity) aa.getPayload()).getId().equals("50|dedup_wf_001::53575dc69e9ace947e02d47ecd54a7a6")).first()
.getPayload();
entity
.getMeasures()
.stream()
.forEach(
m -> Assertions.assertEquals(3, m.getUnit().size() ));
Measure downloads = entity.getMeasures()
.stream()
.filter(m -> m.getId().equals("downloads"))
.findFirst()
.get();
Assertions.assertEquals(String.valueOf(0), downloads.getUnit().stream().filter(u -> u.getKey().equals("10|fake1")).findFirst().get().getValue());
Assertions.assertEquals(String.valueOf(0), downloads.getUnit().stream().filter(u -> u.getKey().equals("10|fake2")).findFirst().get().getValue());
Assertions.assertEquals(String.valueOf(1), downloads.getUnit().stream().filter(u -> u.getKey().equals("10|fake3")).findFirst().get().getValue());
Measure views = entity.getMeasures()
.stream()
.filter(m -> m.getId().equals("views"))
.findFirst()
.get();
Assertions.assertEquals(String.valueOf(5), views.getUnit().stream().filter(u -> u.getKey().equals("10|fake1")).findFirst().get().getValue());
Assertions.assertEquals(String.valueOf(1), views.getUnit().stream().filter(u -> u.getKey().equals("10|fake2")).findFirst().get().getValue());
Assertions.assertEquals(String.valueOf(3), views.getUnit().stream().filter(u -> u.getKey().equals("10|fake3")).findFirst().get().getValue());
tmp.filter(aa -> ((OafEntity) aa.getPayload()).getId().startsWith("10|"))
.foreach(
.assertEquals(
1,
tmp
.filter(
r -> ((OafEntity) r.getPayload())
.getMeasures()
.stream()
.forEach(
m -> m
.getUnit()
.stream()
.forEach(
u -> Assertions
.assertEquals(
"count",
u.getKey()))));
.getId()
.equals("50|dedup_wf_001::53575dc69e9ace947e02d47ecd54a7a6"))
.count());
OafEntity entity = (OafEntity) tmp
.filter(
aa -> ((OafEntity) aa.getPayload()).getId().equals("50|dedup_wf_001::53575dc69e9ace947e02d47ecd54a7a6"))
.first()
.getPayload();
entity
.getMeasures()
.stream()
.forEach(
m -> Assertions.assertEquals(3, m.getUnit().size()));
Measure downloads = entity
.getMeasures()
.stream()
.filter(m -> m.getId().equals("downloads"))
.findFirst()
.get();
Assertions
.assertEquals(
String.valueOf(0),
downloads.getUnit().stream().filter(u -> u.getKey().equals("10|fake1")).findFirst().get().getValue());
Assertions
.assertEquals(
String.valueOf(0),
downloads.getUnit().stream().filter(u -> u.getKey().equals("10|fake2")).findFirst().get().getValue());
Assertions
.assertEquals(
String.valueOf(1),
downloads.getUnit().stream().filter(u -> u.getKey().equals("10|fake3")).findFirst().get().getValue());
Measure views = entity
.getMeasures()
.stream()
.filter(m -> m.getId().equals("views"))
.findFirst()
.get();
Assertions
.assertEquals(
String.valueOf(5),
views.getUnit().stream().filter(u -> u.getKey().equals("10|fake1")).findFirst().get().getValue());
Assertions
.assertEquals(
String.valueOf(1),
views.getUnit().stream().filter(u -> u.getKey().equals("10|fake2")).findFirst().get().getValue());
Assertions
.assertEquals(
String.valueOf(3),
views.getUnit().stream().filter(u -> u.getKey().equals("10|fake3")).findFirst().get().getValue());
tmp
.filter(aa -> ((OafEntity) aa.getPayload()).getId().startsWith("10|"))
.foreach(
r -> ((OafEntity) r.getPayload())
.getMeasures()
.stream()
.forEach(
m -> m
.getUnit()
.stream()
.forEach(
u -> Assertions
.assertEquals(
"count",
u.getKey()))));
Assertions
.assertEquals(
@ -413,19 +436,20 @@ public class SparkAtomicActionCountJobTest {
.get(0)
.getValue());
}
@Test
void testMatch() {
String usageScoresPath = getClass()
.getResource("/eu/dnetlib/dhp/actionmanager/usagestats/test1")
.getPath();
.getResource("/eu/dnetlib/dhp/actionmanager/usagestats/test1")
.getPath();
SparkAtomicActionUsageJob.writeActionSet(spark, usageScoresPath, workingDir.toString() + "/actionSet");
final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
JavaRDD<AtomicAction> tmp = sc
.sequenceFile(workingDir.toString() + "/actionSet", Text.class, Text.class)
.map(usm -> OBJECT_MAPPER.readValue(usm._2.getBytes(), AtomicAction.class));
.sequenceFile(workingDir.toString() + "/actionSet", Text.class, Text.class)
.map(usm -> OBJECT_MAPPER.readValue(usm._2.getBytes(), AtomicAction.class));
// .map(aa -> (Result) aa.getPayload());
Assertions.assertEquals(9, tmp.filter(aa -> ((OafEntity) aa.getPayload()).getId().startsWith("50|")).count());
@ -434,412 +458,415 @@ public class SparkAtomicActionCountJobTest {
tmp.foreach(r -> Assertions.assertEquals(2, ((OafEntity) r.getPayload()).getMeasures().size()));
tmp
.foreach(
r -> ((OafEntity) r.getPayload())
.getMeasures()
.stream()
.forEach(
m -> m
.getUnit()
.stream()
.forEach(u -> Assertions.assertFalse(u.getDataInfo().getDeletedbyinference()))));
.foreach(
r -> ((OafEntity) r.getPayload())
.getMeasures()
.stream()
.forEach(
m -> m
.getUnit()
.stream()
.forEach(u -> Assertions.assertFalse(u.getDataInfo().getDeletedbyinference()))));
tmp
.foreach(
r -> ((OafEntity) r.getPayload())
.getMeasures()
.stream()
.forEach(
m -> m.getUnit().stream().forEach(u -> Assertions.assertTrue(u.getDataInfo().getInferred()))));
.foreach(
r -> ((OafEntity) r.getPayload())
.getMeasures()
.stream()
.forEach(
m -> m.getUnit().stream().forEach(u -> Assertions.assertTrue(u.getDataInfo().getInferred()))));
tmp
.foreach(
r -> ((OafEntity) r.getPayload())
.getMeasures()
.stream()
.forEach(
m -> m
.getUnit()
.stream()
.forEach(u -> Assertions.assertFalse(u.getDataInfo().getInvisible()))));
.foreach(
r -> ((OafEntity) r.getPayload())
.getMeasures()
.stream()
.forEach(
m -> m
.getUnit()
.stream()
.forEach(u -> Assertions.assertFalse(u.getDataInfo().getInvisible()))));
tmp
.foreach(
r -> ((OafEntity) r.getPayload())
.getMeasures()
.stream()
.forEach(
m -> m
.getUnit()
.stream()
.forEach(
u -> Assertions
.assertEquals(
"measure:usage_counts",
u.getDataInfo().getProvenanceaction().getClassid()))));
.foreach(
r -> ((OafEntity) r.getPayload())
.getMeasures()
.stream()
.forEach(
m -> m
.getUnit()
.stream()
.forEach(
u -> Assertions
.assertEquals(
"measure:usage_counts",
u.getDataInfo().getProvenanceaction().getClassid()))));
tmp
.foreach(
.foreach(
r -> ((OafEntity) r.getPayload())
.getMeasures()
.stream()
.forEach(
m -> m
.getUnit()
.stream()
.forEach(
u -> Assertions
.assertEquals(
"Inferred by OpenAIRE",
u.getDataInfo().getProvenanceaction().getClassname()))));
tmp
.filter(aa -> ((OafEntity) aa.getPayload()).getId().startsWith("40|"))
.foreach(
r -> ((OafEntity) r.getPayload())
.getMeasures()
.stream()
.forEach(
m -> m
.getUnit()
.stream()
.forEach(
u -> Assertions
.assertEquals(
"count",
u.getKey()))));
tmp
.filter(aa -> ((OafEntity) aa.getPayload()).getId().startsWith("50|"))
.foreach(
r -> ((OafEntity) r.getPayload())
.getMeasures()
.stream()
.forEach(
m -> m
.getUnit()
.stream()
.forEach(
u -> Assertions
.assertEquals(
"10|fake1",
u.getKey()))));
tmp
.filter(aa -> ((OafEntity) aa.getPayload()).getId().startsWith("10|"))
.foreach(
r -> ((OafEntity) r.getPayload())
.getMeasures()
.stream()
.forEach(
m -> m
.getUnit()
.stream()
.forEach(
u -> Assertions
.assertEquals(
"count",
u.getKey()))));
Assertions
.assertEquals(
1,
tmp
.filter(
r -> ((OafEntity) r.getPayload())
.getMeasures()
.stream()
.forEach(
m -> m
.getUnit()
.stream()
.forEach(
u -> Assertions
.assertEquals(
"Inferred by OpenAIRE",
u.getDataInfo().getProvenanceaction().getClassname()))));
tmp.filter(aa -> ((OafEntity) aa.getPayload()).getId().startsWith("40|"))
.foreach(
r -> ((OafEntity) r.getPayload())
.getMeasures()
.stream()
.forEach(
m -> m
.getUnit()
.stream()
.forEach(
u -> Assertions
.assertEquals(
"count",
u.getKey()))));
tmp.filter(aa -> ((OafEntity) aa.getPayload()).getId().startsWith("50|"))
.foreach(
r -> ((OafEntity) r.getPayload())
.getMeasures()
.stream()
.forEach(
m -> m
.getUnit()
.stream()
.forEach(
u -> Assertions
.assertEquals(
"10|fake1",
u.getKey()))));
tmp.filter(aa -> ((OafEntity) aa.getPayload()).getId().startsWith("10|"))
.foreach(
r -> ((OafEntity) r.getPayload())
.getMeasures()
.stream()
.forEach(
m -> m
.getUnit()
.stream()
.forEach(
u -> Assertions
.assertEquals(
"count",
u.getKey()))));
.getId()
.equals("50|dedup_wf_001::53575dc69e9ace947e02d47ecd54a7a6"))
.count());
Assertions
.assertEquals(
1,
tmp
.filter(
r -> ((OafEntity) r.getPayload())
.getId()
.equals("50|dedup_wf_001::53575dc69e9ace947e02d47ecd54a7a6"))
.count());
.assertEquals(
"0",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("50|dedup_wf_001::53575dc69e9ace947e02d47ecd54a7a6"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("downloads"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
Assertions
.assertEquals(
"5",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("50|dedup_wf_001::53575dc69e9ace947e02d47ecd54a7a6"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("views"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
Assertions
.assertEquals(
"0",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("50|dedup_wf_001::53575dc69e9ace947e02d47ecd54a7a6"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("downloads"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
.assertEquals(
"0",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("50|doi_________::17eda2ff77407538fbe5d3d719b9d1c0"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("downloads"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
Assertions
.assertEquals(
"5",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("50|dedup_wf_001::53575dc69e9ace947e02d47ecd54a7a6"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("views"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
.assertEquals(
"1",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("50|doi_________::17eda2ff77407538fbe5d3d719b9d1c0"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("views"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
Assertions
.assertEquals(
"0",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("50|doi_________::17eda2ff77407538fbe5d3d719b9d1c0"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("downloads"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
.assertEquals(
"2",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("50|doi_________::3085e4c6e051378ca6157fe7f0430c1f"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("downloads"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
Assertions
.assertEquals(
"1",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("50|doi_________::17eda2ff77407538fbe5d3d719b9d1c0"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("views"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
.assertEquals(
"6",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("50|doi_________::3085e4c6e051378ca6157fe7f0430c1f"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("views"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
Assertions
.assertEquals(
"2",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("50|doi_________::3085e4c6e051378ca6157fe7f0430c1f"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("downloads"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
.assertEquals(
"0",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("40|f1__________::53575dc69e9ace947e02d47ecd54a7a6"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("downloads"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
Assertions
.assertEquals(
"6",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("50|doi_________::3085e4c6e051378ca6157fe7f0430c1f"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("views"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
.assertEquals(
"5",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("40|f1__________::53575dc69e9ace947e02d47ecd54a7a6"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("views"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
Assertions
.assertEquals(
"0",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("40|f1__________::53575dc69e9ace947e02d47ecd54a7a6"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("downloads"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
.assertEquals(
"0",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("40|f11_________::17eda2ff77407538fbe5d3d719b9d1c0"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("downloads"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
Assertions
.assertEquals(
"5",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("40|f1__________::53575dc69e9ace947e02d47ecd54a7a6"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("views"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
.assertEquals(
"1",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("40|f11_________::17eda2ff77407538fbe5d3d719b9d1c0"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("views"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
Assertions
.assertEquals(
"0",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("40|f11_________::17eda2ff77407538fbe5d3d719b9d1c0"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("downloads"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
.assertEquals(
"2",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("40|f12_________::3085e4c6e051378ca6157fe7f0430c1f"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("downloads"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
Assertions
.assertEquals(
"1",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("40|f11_________::17eda2ff77407538fbe5d3d719b9d1c0"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("views"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
.assertEquals(
"6",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("40|f12_________::3085e4c6e051378ca6157fe7f0430c1f"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("views"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
Assertions
.assertEquals(
"2",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("40|f12_________::3085e4c6e051378ca6157fe7f0430c1f"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("downloads"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
.assertEquals(
"0",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("10|d1__________::53575dc69e9ace947e02d47ecd54a7a6"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("downloads"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
Assertions
.assertEquals(
"6",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("40|f12_________::3085e4c6e051378ca6157fe7f0430c1f"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("views"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
.assertEquals(
"5",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("10|d1__________::53575dc69e9ace947e02d47ecd54a7a6"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("views"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
Assertions
.assertEquals(
"0",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("10|d1__________::53575dc69e9ace947e02d47ecd54a7a6"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("downloads"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
.assertEquals(
"0",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("10|d11_________::17eda2ff77407538fbe5d3d719b9d1c0"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("downloads"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
Assertions
.assertEquals(
"5",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("10|d1__________::53575dc69e9ace947e02d47ecd54a7a6"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("views"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
.assertEquals(
"1",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("10|d11_________::17eda2ff77407538fbe5d3d719b9d1c0"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("views"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
Assertions
.assertEquals(
"0",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("10|d11_________::17eda2ff77407538fbe5d3d719b9d1c0"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("downloads"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
.assertEquals(
"2",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("10|d12_________::3085e4c6e051378ca6157fe7f0430c1f"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("downloads"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
Assertions
.assertEquals(
"1",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("10|d11_________::17eda2ff77407538fbe5d3d719b9d1c0"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("views"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
Assertions
.assertEquals(
"2",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("10|d12_________::3085e4c6e051378ca6157fe7f0430c1f"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("downloads"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
Assertions
.assertEquals(
"6",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("10|d12_________::3085e4c6e051378ca6157fe7f0430c1f"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("views"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
.assertEquals(
"6",
tmp
.map(r -> ((OafEntity) r.getPayload()))
.filter(r -> r.getId().equals("10|d12_________::3085e4c6e051378ca6157fe7f0430c1f"))
.collect()
.get(0)
.getMeasures()
.stream()
.filter(m -> m.getId().equals("views"))
.collect(Collectors.toList())
.get(0)
.getUnit()
.get(0)
.getValue());
}
}