diff --git a/RollUpReports/derby.log b/RollUpReports/derby.log index ad09516..81a1b83 100644 --- a/RollUpReports/derby.log +++ b/RollUpReports/derby.log @@ -1,7 +1,7 @@ ---------------------------------------------------------------- -Mon Nov 20 23:10:10 GMT 2017: -Booting Derby version The Apache Software Foundation - Apache Derby - 10.10.2.0 - (1582446): instance a816c00e-015f-dbb2-3637-000033868cc0 -on database directory /Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/metastore_db with class loader org.apache.spark.sql.hive.client.IsolatedClientLoader$$anon$1@11adca8f +Tue Nov 21 12:59:57 GMT 2017: +Booting Derby version The Apache Software Foundation - Apache Derby - 10.10.2.0 - (1582446): instance a816c00e-015f-dea9-e442-0000328fcfd8 +on database directory /Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/metastore_db with class loader org.apache.spark.sql.hive.client.IsolatedClientLoader$$anon$1@4a204364 Loaded from 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a/RollUpReports/src/main/scala/RollUpReportsByCC.scala +++ b/RollUpReports/src/main/scala/RollUpReportsByCC.scala @@ -34,7 +34,7 @@ object RollUpReportsByCC { rollupDF.registerTempTable("my_transactions") // 1. hourlyaggregates_bycc - println(" - Populating hourlyaggregates_bycc") + println(" - 1. Populating hourlyaggregates_bycc") val rollup1= sqlContext.sql("select cc_no, " + "int(concat(year, if(length(month)=1, concat('0',month), month),if(length(day)=1, concat('0',day), day), if(length(hour)=1, concat('0',hour), hour))) as hour, " + @@ -52,12 +52,13 @@ object RollUpReportsByCC { .save() // 2. dailyaggregates_bycc - println(" - Populating dailyaggregates_bycc") + println(" - 2. Populating dailyaggregates_bycc") val rollup2= sqlContext.sql("select cc_no, " + "int(concat(year, if(length(month)=1, concat('0',month), month),if(length(day)=1, concat('0',day), day))) as day, " + "sum(amount) as total_amount, " + "min(amount) as min_amount, " + - "max(amount) as max_amount " + + "max(amount) as max_amount, " + + "count(*) as total_count " + "from my_transactions " + "group by cc_no, " + "concat(year, if(length(month)=1, concat('0',month), month),if(length(day)=1, concat('0',day), day))") @@ -68,12 +69,13 @@ object RollUpReportsByCC { .save() // 3. monthlyaggregates_bycc - println(" - Populating monthlyaggregates_bycc") + println(" - 3. Populating monthlyaggregates_bycc") val rollup3= sqlContext.sql("select cc_no, " + "int(concat(year, if(length(month)=1, concat('0',month), month))) as month, " + "sum(amount) as total_amount, " + "min(amount) as min_amount, " + - "max(amount) as max_amount " + + "max(amount) as max_amount, " + + "count(*) as total_count " + "from my_transactions " + "group by cc_no, concat(year, if(length(month)=1, concat('0',month), month))") @@ -83,7 +85,7 @@ object RollUpReportsByCC { .save() // 4. yearlyaggregates_bycc - println(" - Populating yearlyaggregates_bycc") + println(" - 4. Populating yearlyaggregates_bycc") val rollup4= sqlContext.sql("select cc_no, " + "int(year) as year, " + "sum(amount) as total_amount, " + diff --git a/RollUpReports/target/scala-2.11/classes/RollUpReportsByCC$.class b/RollUpReports/target/scala-2.11/classes/RollUpReportsByCC$.class index 9c1f5c4..c56a9c0 100644 Binary files a/RollUpReports/target/scala-2.11/classes/RollUpReportsByCC$.class and b/RollUpReports/target/scala-2.11/classes/RollUpReportsByCC$.class differ diff --git a/RollUpReports/target/scala-2.11/classes/RollUpReportsByMerchant$$anonfun$main$1.class b/RollUpReports/target/scala-2.11/classes/RollUpReportsByMerchant$$anonfun$main$1.class index 32bf9f7..4ec491b 100644 Binary files a/RollUpReports/target/scala-2.11/classes/RollUpReportsByMerchant$$anonfun$main$1.class and b/RollUpReports/target/scala-2.11/classes/RollUpReportsByMerchant$$anonfun$main$1.class differ diff --git a/RollUpReports/target/scala-2.11/classes/RollUpReportsByMerchant$.class b/RollUpReports/target/scala-2.11/classes/RollUpReportsByMerchant$.class index 368561f..1ed063f 100644 Binary files a/RollUpReports/target/scala-2.11/classes/RollUpReportsByMerchant$.class and b/RollUpReports/target/scala-2.11/classes/RollUpReportsByMerchant$.class differ diff --git a/RollUpReports/target/scala-2.11/rollupreports_2.11-1.0.jar b/RollUpReports/target/scala-2.11/rollupreports_2.11-1.0.jar index 46c7dfc..2d67a88 100644 Binary files a/RollUpReports/target/scala-2.11/rollupreports_2.11-1.0.jar and b/RollUpReports/target/scala-2.11/rollupreports_2.11-1.0.jar differ diff --git a/RollUpReports/target/streams/$global/dependencyPositions/$global/streams/update_cache_2.11/output_dsp b/RollUpReports/target/streams/$global/dependencyPositions/$global/streams/update_cache_2.11/output_dsp index 3bd1593..36e5244 100644 Binary files a/RollUpReports/target/streams/$global/dependencyPositions/$global/streams/update_cache_2.11/output_dsp and b/RollUpReports/target/streams/$global/dependencyPositions/$global/streams/update_cache_2.11/output_dsp differ diff --git a/RollUpReports/target/streams/compile/compileIncremental/$global/streams/export b/RollUpReports/target/streams/compile/compileIncremental/$global/streams/export index 90f286a..625a3b8 100644 --- a/RollUpReports/target/streams/compile/compileIncremental/$global/streams/export +++ b/RollUpReports/target/streams/compile/compileIncremental/$global/streams/export @@ -1 +1 @@ -scalac -bootclasspath /Library/Java/JavaVirtualMachines/jdk1.8.0_152.jdk/Contents/Home/jre/lib/resources.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_152.jdk/Contents/Home/jre/lib/rt.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_152.jdk/Contents/Home/jre/lib/sunrsasign.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_152.jdk/Contents/Home/jre/lib/jsse.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_152.jdk/Contents/Home/jre/lib/jce.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_152.jdk/Contents/Home/jre/lib/charsets.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_152.jdk/Contents/Home/jre/lib/jfr.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_152.jdk/Contents/Home/jre/classes:/Users/simonambridge/.ivy2/cache/org.scala-lang/scala-library/jars/scala-library-2.11.8.jar -classpath /Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/target/scala-2.11/classes:/Users/simonambridge/.ivy2/cache/org.apache.spark/spark-core_2.11/jars/spark-core_2.11-2.0.2.jar:/Users/simonambridge/.ivy2/cache/org.apache.avro/avro-mapred/jars/avro-mapred-1.7.7-hadoop2.jar:/Users/simonambridge/.ivy2/cache/org.apache.avro/avro-ipc/jars/avro-ipc-1.7.7-tests.jar:/Users/simonambridge/.ivy2/cache/org.apache.avro/avro-ipc/jars/avro-ipc-1.7.7.jar:/Users/simonambridge/.ivy2/cache/org.apache.avro/avro/jars/avro-1.7.7.jar:/Users/simonambridge/.ivy2/cache/org.codehaus.jackson/jackson-core-asl/jars/jackson-core-asl-1.9.13.jar:/Users/simonambridge/.ivy2/cache/org.codehaus.jackson/jackson-mapper-asl/jars/jackson-mapper-asl-1.9.13.jar:/Users/simonambridge/.ivy2/cache/org.xerial.snappy/snappy-java/bundles/snappy-java-1.1.2.6.jar:/Users/simonambridge/.ivy2/cache/org.apache.commons/commons-compress/jars/commons-compress-1.4.1.jar:/Users/simonambridge/.ivy2/cache/org.tukaani/xz/jars/xz-1.0.jar:/Users/simonambridge/.ivy2/cache/org.slf4j/slf4j-api/jars/slf4j-api-1.7.16.jar:/Users/simonambridge/.ivy2/cache/com.twitter/chill_2.11/jars/chill_2.11-0.8.0.jar:/Users/simonambridge/.ivy2/cache/com.twitter/chill-java/jars/chill-java-0.8.0.jar:/Users/simonambridge/.ivy2/cache/com.esotericsoftware/kryo-shaded/bundles/kryo-shaded-3.0.3.jar:/Users/simonambridge/.ivy2/cache/com.esotericsoftware/minlog/bundles/minlog-1.3.0.jar:/Users/simonambridge/.ivy2/cache/org.objenesis/objenesis/jars/objenesis-2.1.jar:/Users/simonambridge/.ivy2/cache/org.apache.xbean/xbean-asm5-shaded/bundles/xbean-asm5-shaded-4.4.jar:/Users/simonambridge/.ivy2/cache/org.apache.hadoop/hadoop-client/jars/hadoop-client-2.2.0.jar:/Users/simonambridge/.ivy2/cache/org.apache.hadoop/hadoop-common/jars/hadoop-common-2.2.0.jar:/Users/simonambridge/.ivy2/cache/org.apache.hadoop/hadoop-annotations/jars/hadoop-annotations-2.2.0.jar:/Users/simonambridge/.ivy2/cache/com.google.code.findbugs/jsr305/jars/jsr305-1.3.9.jar:/Users/simonambridge/.ivy2/cache/commons-cli/commons-cli/jars/commons-cli-1.2.jar:/Users/simonambridge/.ivy2/cache/org.apache.commons/commons-math/jars/commons-math-2.1.jar:/Users/simonambridge/.ivy2/cache/xmlenc/xmlenc/jars/xmlenc-0.52.jar:/Users/simonambridge/.ivy2/cache/commons-httpclient/commons-httpclient/jars/commons-httpclient-3.1.jar:/Users/simonambridge/.ivy2/cache/commons-net/commons-net/jars/commons-net-2.2.jar:/Users/simonambridge/.ivy2/cache/log4j/log4j/bundles/log4j-1.2.17.jar:/Users/simonambridge/.ivy2/cache/commons-configuration/commons-configuration/jars/commons-configuration-1.6.jar:/Users/simonambridge/.ivy2/cache/commons-digester/commons-digester/jars/commons-digester-1.8.jar:/Users/simonambridge/.ivy2/cache/commons-beanutils/commons-beanutils-core/jars/commons-beanutils-core-1.8.0.jar:/Users/simonambridge/.ivy2/cache/com.google.protobuf/protobuf-java/bundles/protobuf-java-2.5.0.jar:/Users/simonambridge/.ivy2/cache/org.apache.hadoop/hadoop-auth/jars/hadoop-auth-2.2.0.jar:/Users/simonambridge/.ivy2/cache/org.apache.hadoop/hadoop-hdfs/jars/hadoop-hdfs-2.2.0.jar:/Users/simonambridge/.ivy2/cache/org.mortbay.jetty/jetty-util/jars/jetty-util-6.1.26.jar:/Users/simonambridge/.ivy2/cache/org.apache.hadoop/hadoop-mapreduce-client-app/jars/hadoop-mapreduce-client-app-2.2.0.jar:/Users/simonambridge/.ivy2/cache/org.apache.hadoop/hadoop-mapreduce-client-common/jars/hadoop-mapreduce-client-common-2.2.0.jar:/Users/simonambridge/.ivy2/cache/org.apache.hadoop/hadoop-yarn-common/jars/hadoop-yarn-common-2.2.0.jar:/Users/simonambridge/.ivy2/cache/org.apache.hadoop/hadoop-yarn-api/jars/hadoop-yarn-api-2.2.0.jar:/Users/simonambridge/.ivy2/cache/org.slf4j/slf4j-log4j12/jars/slf4j-log4j12-1.7.16.jar:/Users/simonambridge/.ivy2/cache/com.google.inject/guice/jars/guice-3.0.jar:/Users/simonambridge/.ivy2/cache/javax.inject/javax.inject/jars/javax.inject-1.jar:/Users/simonambridge/.ivy2/cache/aopalliance/aopalliance/jars/aopalliance-1.0.jar:/Users/simonambridge/.ivy2/cache/org.sonatype.sisu.inject/cglib/jars/cglib-2.2.1-v20090111.jar:/Users/simonambridge/.ivy2/cache/org.apache.hadoop/hadoop-yarn-client/jars/hadoop-yarn-client-2.2.0.jar:/Users/simonambridge/.ivy2/cache/org.apache.hadoop/hadoop-mapreduce-client-core/jars/hadoop-mapreduce-client-core-2.2.0.jar:/Users/simonambridge/.ivy2/cache/org.apache.hadoop/hadoop-yarn-server-common/jars/hadoop-yarn-server-common-2.2.0.jar:/Users/simonambridge/.ivy2/cache/org.apache.hadoop/hadoop-mapreduce-client-shuffle/jars/hadoop-mapreduce-client-shuffle-2.2.0.jar:/Users/simonambridge/.ivy2/cache/org.apache.hadoop/hadoop-mapreduce-client-jobclient/jars/hadoop-mapreduce-client-jobclient-2.2.0.jar:/Users/simonambridge/.ivy2/cache/org.apache.spark/spark-launcher_2.11/jars/spark-launcher_2.11-2.0.2.jar:/Users/simonambridge/.ivy2/cache/org.apache.spark/spark-tags_2.11/jars/spark-tags_2.11-2.0.2.jar:/Users/simonambridge/.ivy2/cache/org.scalatest/scalatest_2.11/bundles/scalatest_2.11-2.2.6.jar:/Users/simonambridge/.ivy2/cache/org.scala-lang.modules/scala-xml_2.11/bund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/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByMerchant.scala +scalac -bootclasspath /Library/Java/JavaVirtualMachines/jdk1.8.0_152.jdk/Contents/Home/jre/lib/resources.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_152.jdk/Contents/Home/jre/lib/rt.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_152.jdk/Contents/Home/jre/lib/sunrsasign.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_152.jdk/Contents/Home/jre/lib/jsse.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_152.jdk/Contents/Home/jre/lib/jce.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_152.jdk/Contents/Home/jre/lib/charsets.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_152.jdk/Contents/Home/jre/lib/jfr.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_152.jdk/Contents/Home/jre/classes:/Users/simonambridge/.ivy2/cache/org.scala-lang/scala-library/jars/scala-library-2.11.8.jar -classpath /Users/simonambridge/Documents/My 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/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala diff --git a/RollUpReports/target/streams/compile/compileIncremental/$global/streams/out b/RollUpReports/target/streams/compile/compileIncremental/$global/streams/out index 7252a88..a1c9c7e 100644 --- a/RollUpReports/target/streams/compile/compileIncremental/$global/streams/out +++ b/RollUpReports/target/streams/compile/compileIncremental/$global/streams/out @@ -2,29 +2,29 @@ [debug] Initial source changes:  [debug]  removed:Set() [debug]  added: Set() -[debug]  modified: Set(/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByMerchant.scala) +[debug]  modified: Set(/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala) [debug] Removed products: Set() [debug] External API changes: API Changes: Set() [debug] Modified binary dependencies: Set() -[debug] Initial directly invalidated sources: Set(/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByMerchant.scala) +[debug] Initial directly invalidated sources: Set(/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala) [debug]  [debug] Sources indirectly invalidated by: [debug]  product: Set() [debug]  binary dep: Set() [debug]  external source: Set() -[debug] All initially invalidated sources: Set(/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByMerchant.scala) +[debug] All initially invalidated sources: Set(/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala) [info] Compiling 1 Scala source to /Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/target/scala-2.11/classes... [debug] Getting compiler-interface from component compiler for Scala 2.11.8 [debug] Getting compiler-interface from component compiler for Scala 2.11.8 -[debug] Running cached compiler 9a571e9, interfacing (CompilerInterface) with Scala compiler version 2.11.8 +[debug] Running cached compiler 1109a05b, interfacing (CompilerInterface) with Scala compiler version 2.11.8 [debug] Calling Scala compiler with arguments (CompilerInterface): [debug]  -bootclasspath [debug]  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-[warn] there was one deprecation warning; re-run with -deprecation for details +[warn] there were two deprecation warnings; re-run with -deprecation for details [warn] one warning found -[debug] Scala compilation took 4.497135946 s +[debug] Scala compilation took 9.053644141 s [debug] New invalidations: [debug]  Set() [debug] Initial set of included nodes: Set() diff --git a/RollUpReports/target/streams/compile/incCompileSetup/$global/streams/inc_compile_2.11 b/RollUpReports/target/streams/compile/incCompileSetup/$global/streams/inc_compile_2.11 index feef00d..5b1f978 100644 --- a/RollUpReports/target/streams/compile/incCompileSetup/$global/streams/inc_compile_2.11 +++ b/RollUpReports/target/streams/compile/incCompileSetup/$global/streams/inc_compile_2.11 @@ -62,7 +62,7 @@ class names: /Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByMerchant.scala -> RollUpReportsByMerchant$ /Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByMerchant.scala -> RollUpReportsByMerchant$$anonfun$main$1 used names: -88 items +89 items /Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala -> -> /Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala -> /Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala -> AnyRef @@ -88,14 +88,15 @@ used names: /Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala -> org /Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala -> println /Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala -> registerTempTable +/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala -> rollup1 +/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala -> rollup2 /Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala -> rollup3 /Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala -> rollup4 -/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala -> rollup5 -/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala -> rollup6 /Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala -> rollupDF /Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala -> save /Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala -> sc /Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala -> scala +/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala -> set /Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala -> setAppName /Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala -> spark /Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala -> sql @@ -153,15 +154,15 @@ used names: /Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByMerchant.scala -> write product stamps: 5 items -/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/target/scala-2.11/classes/RollUpReportsByCC$.class -> lastModified(1511203306000) -/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/target/scala-2.11/classes/RollUpReportsByCC.class -> lastModified(1511203306000) -/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/target/scala-2.11/classes/RollUpReportsByMerchant$$anonfun$main$1.class -> lastModified(1511204044000) -/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/target/scala-2.11/classes/RollUpReportsByMerchant$.class -> lastModified(1511204044000) -/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/target/scala-2.11/classes/RollUpReportsByMerchant.class -> lastModified(1511204044000) +/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/target/scala-2.11/classes/RollUpReportsByCC$.class -> lastModified(1511271440000) +/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/target/scala-2.11/classes/RollUpReportsByCC.class -> lastModified(1511271440000) +/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/target/scala-2.11/classes/RollUpReportsByMerchant$$anonfun$main$1.class -> lastModified(1511258411000) +/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/target/scala-2.11/classes/RollUpReportsByMerchant$.class -> lastModified(1511258411000) +/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/target/scala-2.11/classes/RollUpReportsByMerchant.class -> lastModified(1511258411000) source stamps: 2 items -/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala -> hash(996c8ce1032c307780d1f015d163661ce6b29216) -/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByMerchant.scala -> hash(b18a00c1dd57346bda06e3a7f8d55718bf4e602a) +/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala -> hash(cae44053888aa43d8836c805b4247cd08aeb0f8d) +/Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByMerchant.scala -> hash(248088a489784d21d2dbd6579f42e0944cb208fa) binary stamps: 6 items /Library/Java/JavaVirtualMachines/jdk1.8.0_152.jdk/Contents/Home/jre/lib/rt.jar -> lastModified(1505382647000) @@ -173,17 +174,17 @@ binary stamps: class names: 6 items /Library/Java/JavaVirtualMachines/jdk1.8.0_152.jdk/Contents/Home/jre/lib/rt.jar -> java.lang.Object -/Users/simonambridge/.ivy2/cache/org.apache.spark/spark-core_2.11/jars/spark-core_2.11-2.0.2.jar -> org.apache.spark.SparkContext$ +/Users/simonambridge/.ivy2/cache/org.apache.spark/spark-core_2.11/jars/spark-core_2.11-2.0.2.jar -> org.apache.spark.SparkConf /Users/simonambridge/.ivy2/cache/org.apache.spark/spark-hive_2.11/jars/spark-hive_2.11-2.0.2.jar -> org.apache.spark.sql.hive.HiveContext -/Users/simonambridge/.ivy2/cache/org.apache.spark/spark-sql_2.11/jars/spark-sql_2.11-2.0.2.jar -> org.apache.spark.sql.package$ -/Users/simonambridge/.ivy2/cache/org.scala-lang/scala-library/jars/scala-library-2.11.8.jar -> scala.collection.generic.GenMapFactory -/Users/simonambridge/.ivy2/cache/org.scala-lang/scala-reflect/jars/scala-reflect-2.11.8.jar -> scala.reflect.api.TypeTags +/Users/simonambridge/.ivy2/cache/org.apache.spark/spark-sql_2.11/jars/spark-sql_2.11-2.0.2.jar -> org.apache.spark.sql.Dataset +/Users/simonambridge/.ivy2/cache/org.scala-lang/scala-library/jars/scala-library-2.11.8.jar -> scala.Predef$ +/Users/simonambridge/.ivy2/cache/org.scala-lang/scala-reflect/jars/scala-reflect-2.11.8.jar -> scala.reflect.api.package$ internal apis: 2 items /Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByCC.scala -> 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lc3QAAS91cgACW0Ks8xf4BghU4AIAAHhwAAAAFJlsjOEDLDB3gNHwFdFjZhzmspIW 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vY2xhc3Nlc3QAAS91cgACW0Ks8xf4BghU4AIAAHhwAAAAFCSAiKSJeE0h0tvWV59C4JRMsgj6 external apis: 0 items source infos: @@ -193,7 +194,7 @@ AAAAAAAAAAA= /Users/simonambridge/Documents/My Projects/GitHub/RTFAP2/RollUpReports/src/main/scala/RollUpReportsByMerchant.scala -> AAAAAAAAAAA= compilations: -17 items +20 items 00 -> rO0ABXNyABV4c2J0aS5hcGkuQ29tcGlsYXRpb27t+uDDauigQgIAAkoACXN0YXJ0VGltZVsAB291dHB1dHN0ABpbTHhzYnRpL2FwaS9PdXRwdXRTZXR0aW5nO3hwAAABX7WHVCJ1cgAaW0x4c2J0aS5hcGkuT3V0cHV0U2V0dGluZzt/asLzp4elQgIAAHhwAAAAAXNyABd4c2J0aS5hcGkuT3V0cHV0U2V0dGluZ3rZmkd0+x17AgACTAAPb3V0cHV0RGlyZWN0b3J5dAASTGphdmEvbGFuZy9TdHJpbmc7TAAPc291cmNlRGlyZWN0b3J5cQB+AAZ4cHQAYC9Vc2Vycy9zaW1vbmFtYnJpZGdlL0RvY3VtZW50cy9NeSBQcm9qZWN0cy9HaXRIdWIvUlRGQVAyL1JvbGxVcFJlcG9ydHMvdGFyZ2V0L3NjYWxhLTIuMTEvY2xhc3Nlc3QAAS8= 01 -> 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rO0ABXNyABV4c2J0aS5hcGkuQ29tcGlsYXRpb27t+uDDauigQgIAAkoACXN0YXJ0VGltZVsAB291dHB1dHN0ABpbTHhzYnRpL2FwaS9PdXRwdXRTZXR0aW5nO3hwAAABX7e1Y0d1cgAaW0x4c2J0aS5hcGkuT3V0cHV0U2V0dGluZzt/asLzp4elQgIAAHhwAAAAAXNyABd4c2J0aS5hcGkuT3V0cHV0U2V0dGluZ3rZmkd0+x17AgACTAAPb3V0cHV0RGlyZWN0b3J5dAASTGphdmEvbGFuZy9TdHJpbmc7TAAPc291cmNlRGlyZWN0b3J5cQB+AAZ4cHQAYC9Vc2Vycy9zaW1vbmFtYnJpZGdlL0RvY3VtZW50cy9NeSBQcm9qZWN0cy9HaXRIdWIvUlRGQVAyL1JvbGxVcFJlcG9ydHMvdGFyZ2V0L3NjYWxhLTIuMTEvY2xhc3Nlc3QAAS8= 15 -> rO0ABXNyABV4c2J0aS5hcGkuQ29tcGlsYXRpb27t+uDDauigQgIAAkoACXN0YXJ0VGltZVsAB291dHB1dHN0ABpbTHhzYnRpL2FwaS9PdXRwdXRTZXR0aW5nO3hwAAABX9q8a7x1cgAaW0x4c2J0aS5hcGkuT3V0cHV0U2V0dGluZzt/asLzp4elQgIAAHhwAAAAAXNyABd4c2J0aS5hcGkuT3V0cHV0U2V0dGluZ3rZmkd0+x17AgACTAAPb3V0cHV0RGlyZWN0b3J5dAASTGphdmEvbGFuZy9TdHJpbmc7TAAPc291cmNlRGlyZWN0b3J5cQB+AAZ4cHQAYC9Vc2Vycy9zaW1vbmFtYnJpZGdlL0RvY3VtZW50cy9NeSBQcm9qZWN0cy9HaXRIdWIvUlRGQVAyL1JvbGxVcFJlcG9ydHMvdGFyZ2V0L3NjYWxhLTIuMTEvY2xhc3Nlc3QAAS8= 16 -> rO0ABXNyABV4c2J0aS5hcGkuQ29tcGlsYXRpb27t+uDDauigQgIAAkoACXN0YXJ0VGltZVsAB291dHB1dHN0ABpbTHhzYnRpL2FwaS9PdXRwdXRTZXR0aW5nO3hwAAABX9rHrJl1cgAaW0x4c2J0aS5hcGkuT3V0cHV0U2V0dGluZzt/asLzp4elQgIAAHhwAAAAAXNyABd4c2J0aS5hcGkuT3V0cHV0U2V0dGluZ3rZmkd0+x17AgACTAAPb3V0cHV0RGlyZWN0b3J5dAASTGphdmEvbGFuZy9TdHJpbmc7TAAPc291cmNlRGlyZWN0b3J5cQB+AAZ4cHQAYC9Vc2Vycy9zaW1vbmFtYnJpZGdlL0RvY3VtZW50cy9NeSBQcm9qZWN0cy9HaXRIdWIvUlRGQVAyL1JvbGxVcFJlcG9ydHMvdGFyZ2V0L3NjYWxhLTIuMTEvY2xhc3Nlc3QAAS8= +17 -> rO0ABXNyABV4c2J0aS5hcGkuQ29tcGlsYXRpb27t+uDDauigQgIAAkoACXN0YXJ0VGltZVsAB291dHB1dHN0ABpbTHhzYnRpL2FwaS9PdXRwdXRTZXR0aW5nO3hwAAABX94FK/l1cgAaW0x4c2J0aS5hcGkuT3V0cHV0U2V0dGluZzt/asLzp4elQgIAAHhwAAAAAXNyABd4c2J0aS5hcGkuT3V0cHV0U2V0dGluZ3rZmkd0+x17AgACTAAPb3V0cHV0RGlyZWN0b3J5dAASTGphdmEvbGFuZy9TdHJpbmc7TAAPc291cmNlRGlyZWN0b3J5cQB+AAZ4cHQAYC9Vc2Vycy9zaW1vbmFtYnJpZGdlL0RvY3VtZW50cy9NeSBQcm9qZWN0cy9HaXRIdWIvUlRGQVAyL1JvbGxVcFJlcG9ydHMvdGFyZ2V0L3NjYWxhLTIuMTEvY2xhc3Nlc3QAAS8= +18 -> rO0ABXNyABV4c2J0aS5hcGkuQ29tcGlsYXRpb27t+uDDauigQgIAAkoACXN0YXJ0VGltZVsAB291dHB1dHN0ABpbTHhzYnRpL2FwaS9PdXRwdXRTZXR0aW5nO3hwAAABX97JGmB1cgAaW0x4c2J0aS5hcGkuT3V0cHV0U2V0dGluZzt/asLzp4elQgIAAHhwAAAAAXNyABd4c2J0aS5hcGkuT3V0cHV0U2V0dGluZ3rZmkd0+x17AgACTAAPb3V0cHV0RGlyZWN0b3J5dAASTGphdmEvbGFuZy9TdHJpbmc7TAAPc291cmNlRGlyZWN0b3J5cQB+AAZ4cHQAYC9Vc2Vycy9zaW1vbmFtYnJpZGdlL0RvY3VtZW50cy9NeSBQcm9qZWN0cy9HaXRIdWIvUlRGQVAyL1JvbGxVcFJlcG9ydHMvdGFyZ2V0L3NjYWxhLTIuMTEvY2xhc3Nlc3QAAS8= +19 -> rO0ABXNyABV4c2J0aS5hcGkuQ29tcGlsYXRpb27t+uDDauigQgIAAkoACXN0YXJ0VGltZVsAB291dHB1dHN0ABpbTHhzYnRpL2FwaS9PdXRwdXRTZXR0aW5nO3hwAAABX97L/Fp1cgAaW0x4c2J0aS5hcGkuT3V0cHV0U2V0dGluZzt/asLzp4elQgIAAHhwAAAAAXNyABd4c2J0aS5hcGkuT3V0cHV0U2V0dGluZ3rZmkd0+x17AgACTAAPb3V0cHV0RGlyZWN0b3J5dAASTGphdmEvbGFuZy9TdHJpbmc7TAAPc291cmNlRGlyZWN0b3J5cQB+AAZ4cHQAYC9Vc2Vycy9zaW1vbmFtYnJpZGdlL0RvY3VtZW50cy9NeSBQcm9qZWN0cy9HaXRIdWIvUlRGQVAyL1JvbGxVcFJlcG9ydHMvdGFyZ2V0L3NjYWxhLTIuMTEvY2xhc3Nlc3QAAS8= diff --git a/RollUpReports/target/streams/compile/packageBin/$global/streams/inputs b/RollUpReports/target/streams/compile/packageBin/$global/streams/inputs index 956be04..498ceaf 100644 Binary files a/RollUpReports/target/streams/compile/packageBin/$global/streams/inputs and b/RollUpReports/target/streams/compile/packageBin/$global/streams/inputs differ diff --git a/creates_and_inserts.cql b/creates_and_inserts.cql index ea5e9ee..16738fa 100644 --- a/creates_and_inserts.cql +++ b/creates_and_inserts.cql @@ -119,6 +119,28 @@ CREATE TABLE if not exists rtfap.txn_count_min ( PRIMARY KEY (( year, month, day, hour, minute )) ); +// Cassandra stress table + +CREATE TABLE if not exists rtfap.txn_by_cc ( +cc_no text, +txn_year int, +txn_month int, +txn_day int, +txn_time timestamp, +amount double, +cc_provider text, +location text, +merchant text, +notes text, +status text, +tags set, +txn_id text, +user_id text, + PRIMARY KEY (( cc_no, txn_year, txn_month, txn_day ), txn_time) +) WITH CLUSTERING ORDER BY ( txn_time DESC ) +AND default_time_to_live = 86400; + + // Sample inserts insert into rtfap.transactions (year, month, day, hour, min, txn_time, cc_no, amount, cc_provider, items, location, merchant, notes, status, txn_id, user_id, tags) VALUES ( 2016, 03, 09, 11, 04, '2016-03-09 11:04:19', '1234123412341234', 200.0, 'VISA', {'tshirt':25, 'dressshirt':50, 'trousers':125}, 'San Francisco', 'Nordstrom', 'pretty good clothing', 'Approved', '098765', 'kunalak', {'Suspicious'}); diff --git a/stress_yamls/stress-read.log b/stress_yamls/stress-read.log new file mode 100644 index 0000000..c070111 --- /dev/null +++ b/stress_yamls/stress-read.log @@ -0,0 +1,1041 @@ +Schema: + Keyspace: rtfap + Replication Strategy: org.apache.cassandra.locator.SimpleStrategy + Replication Strategy Pptions: {replication_factor=1} + Table Compression: null + Table Compaction Strategy: null + Table Compaction Strategy Options: {} +Transport: + factory=org.apache.cassandra.thrift.TFramedTransportFactory; truststore=null; truststore-password=null; keystore=null; keystore-password=null; ssl-protocol=TLS; ssl-alg=SunX509; store-type=JKS; ssl-ciphers=TLS_RSA_WITH_AES_128_CBC_SHA,TLS_RSA_WITH_AES_256_CBC_SHA; +Port: + Native Port: 9042 + Thrift Port: 9160 + JMX Port: 9042 +Send To Daemon: + *not set* +Graph: + File: null + Revision: unknown + Title: null + Operation: USER +TokenRange: + Wrap: true + Split Factor: 1 + +******************** Profile ******************** + Keyspace Name: rtfap + Keyspace CQL: +*** +null*** + + Table Name: txn_by_cc + Table CQL: +*** +null*** + + Extra Schema Definitions: null + Generator Configs: + cc_no: Size: Fixed: key=16;Identity: Gaussian: min=1,max=9,mean=5.000000,stdev=1.333333; + amount: Size: Exponential: min=3,max=10000,mean=2170.891689;Identity: Gaussian: min=1,max=99999,mean=50000.000000,stdev=16666.333333; + notes: Size: Gaussian: min=0,max=100,mean=50.000000,stdev=16.666667;Identity: Gaussian: min=0,max=1000,mean=500.000000,stdev=166.666667; + txn_month: Size: Fixed: key=2;Identity: Gaussian: min=1,max=12,mean=6.500000,stdev=1.833333; + merchant: Size: Uniform: min=4,max=100;Identity: Gaussian: min=3,max=100,mean=51.500000,stdev=16.166667; + txn_year: Size: Fixed: key=4;Identity: Gaussian: min=2010,max=2016,mean=2013.000000,stdev=1.000000; + tags: Size: Gaussian: min=0,max=20,mean=10.000000,stdev=3.333333;Identity: Gaussian: min=0,max=100,mean=50.000000,stdev=16.666667; + txn_id: Size: Uniform: min=4,max=100;Identity: Gaussian: min=1,max=1000,mean=500.500000,stdev=166.500000; + cc_provider: Size: Uniform: min=4,max=16;Identity: Uniform: min=1,max=4; + txn_day: Size: Fixed: key=2;Identity: Gaussian: min=1,max=28,mean=14.500000,stdev=4.500000; + user_id: Size: Uniform: min=4,max=50;Identity: Gaussian: min=2,max=1000,mean=501.000000,stdev=166.333333; + txn_time: Size: Fixed: key=18;Identity: Gaussian: min=1,max=20,mean=10.500000,stdev=3.166667; + location: Size: Gaussian: min=4,max=40,mean=22.000000,stdev=6.000000;Identity: Uniform: min=3,max=100; + status: Size: Uniform: min=4,max=20;Identity: Uniform: min=2,max=20; + Query Definitions: + dailytrans: CQL:SELECT * FROM rtfap.txn_by_cc WHERE cc_no = ? AND txn_year = ? AND txn_month = ? AND txn_day = ?;Fields:samerow; + singletrans: CQL:SELECT * FROM rtfap.txn_by_cc WHERE cc_no = ? AND txn_year = ? AND txn_month = ? AND txn_day = ? AND txn_time = ?;Fields:samerow; + Token Range Queries: + Insert Settings: + partitions: fixed(1) + select: fixed(1)/1000 + batchtype: UNLOGGED +Connected to cluster: Test Cluster, max pending requests per connection 128, max connections per host 8 +Datatacenter: SearchGraphAnalytics; Host: /127.0.0.1; Rack: rack1 +Generating batches with [1..1] partitions and [0..100] rows (of [1..1] total rows in the partitions) + +Sleeping 2s... +Warming up singletrans with 0 iterations... +Thread count was not specified +WARNING: uncertainty mode (err<) results in uneven workload between thread runs, so should be used for high level analysis only + +Running with 4 threadCount +Running [singletrans] with 4 threads until stderr of mean < 0.02 +type total ops, op/s, pk/s, row/s, mean, med, .95, .99, .999, max, time, stderr, errors, gc: #, max ms, sum ms, sdv ms, mb +total, 4604, 4604, 4400, 4400, 0.8, 0.7, 1.4, 2.5, 6.3, 19.4, 1.0, 0.00000, 0, 0, 0, 0, 0, 0 +total, 11307, 6703, 6429, 6429, 0.6, 0.5, 0.9, 1.4, 3.2, 4.8, 2.0, 0.12746, 0, 0, 0, 0, 0, 0 +total, 20091, 8784, 8405, 8405, 0.4, 0.4, 0.7, 0.9, 1.9, 5.5, 3.0, 0.14451, 0, 0, 0, 0, 0, 0 +total, 30110, 10019, 9567, 9567, 0.4, 0.4, 0.5, 0.6, 0.9, 4.2, 4.0, 0.13467, 0, 0, 0, 0, 0, 0 +total, 40430, 10320, 9832, 9832, 0.4, 0.4, 0.5, 0.6, 0.8, 2.2, 5.0, 0.11701, 0, 0, 0, 0, 0, 0 +total, 50549, 10119, 9677, 9677, 0.4, 0.4, 0.5, 0.6, 1.5, 23.1, 6.0, 0.10144, 0, 1, 21, 21, 0, 2050 +total, 61088, 10539, 10095, 10095, 0.4, 0.4, 0.4, 0.5, 0.8, 2.0, 7.0, 0.08963, 0, 0, 0, 0, 0, 0 +total, 71651, 10563, 10123, 10123, 0.4, 0.4, 0.4, 0.5, 1.1, 3.6, 8.0, 0.08003, 0, 0, 0, 0, 0, 0 +total, 82401, 10750, 10280, 10280, 0.4, 0.4, 0.4, 0.5, 0.6, 1.9, 9.0, 0.07241, 0, 0, 0, 0, 0, 0 +total, 93073, 10672, 10201, 10201, 0.4, 0.4, 0.4, 0.5, 0.6, 2.1, 10.0, 0.06586, 0, 0, 0, 0, 0, 0 +total, 103336, 10263, 9818, 9818, 0.4, 0.4, 0.5, 0.6, 1.4, 2.0, 11.0, 0.05994, 0, 0, 0, 0, 0, 0 +total, 113839, 10503, 10047, 10047, 0.4, 0.4, 0.4, 0.6, 1.3, 4.2, 12.0, 0.05519, 0, 0, 0, 0, 0, 0 +total, 124099, 10260, 9779, 9779, 0.4, 0.4, 0.4, 0.5, 2.6, 20.6, 13.0, 0.05105, 0, 1, 19, 19, 0, 2049 +total, 134550, 10451, 10003, 10003, 0.4, 0.4, 0.4, 0.5, 1.6, 3.9, 14.0, 0.04751, 0, 0, 0, 0, 0, 0 +total, 145149, 10599, 10101, 10101, 0.4, 0.4, 0.4, 0.5, 1.3, 3.7, 15.0, 0.04449, 0, 0, 0, 0, 0, 0 +total, 155725, 10576, 10101, 10101, 0.4, 0.4, 0.4, 0.5, 1.7, 3.9, 16.0, 0.04182, 0, 0, 0, 0, 0, 0 +total, 166297, 10572, 10075, 10075, 0.4, 0.4, 0.4, 0.5, 1.5, 4.2, 17.0, 0.03944, 0, 0, 0, 0, 0, 0 +total, 176805, 10508, 10025, 10025, 0.4, 0.4, 0.4, 0.6, 1.5, 3.8, 18.0, 0.03730, 0, 0, 0, 0, 0, 0 +total, 186939, 10134, 9680, 9680, 0.4, 0.4, 0.4, 0.6, 1.8, 18.4, 19.0, 0.03533, 0, 1, 16, 16, 0, 2052 +total, 197273, 10334, 9862, 9862, 0.4, 0.4, 0.5, 0.6, 1.8, 4.2, 20.0, 0.03356, 0, 0, 0, 0, 0, 0 +total, 207729, 10456, 10020, 10020, 0.4, 0.4, 0.4, 0.5, 1.6, 4.0, 21.0, 0.03199, 0, 0, 0, 0, 0, 0 +total, 218162, 10433, 10004, 10004, 0.4, 0.4, 0.5, 0.5, 1.7, 3.8, 22.0, 0.03056, 0, 0, 0, 0, 0, 0 +total, 228712, 10550, 10097, 10097, 0.4, 0.4, 0.4, 0.5, 1.8, 4.1, 23.0, 0.02927, 0, 0, 0, 0, 0, 0 +total, 238621, 9909, 9504, 9504, 0.4, 0.4, 0.5, 0.7, 1.8, 3.9, 24.0, 0.02806, 0, 0, 0, 0, 0, 0 +total, 249159, 10538, 10077, 10077, 0.4, 0.4, 0.4, 0.6, 1.5, 4.0, 25.0, 0.02697, 0, 0, 0, 0, 0, 0 +total, 259467, 10308, 9855, 9855, 0.4, 0.4, 0.4, 0.6, 1.8, 17.4, 26.0, 0.02594, 0, 1, 16, 16, 0, 2054 +total, 270043, 10576, 10094, 10094, 0.4, 0.4, 0.4, 0.5, 1.6, 3.9, 27.0, 0.02501, 0, 0, 0, 0, 0, 0 +total, 280463, 10420, 9949, 9949, 0.4, 0.4, 0.4, 0.6, 1.6, 3.8, 28.0, 0.02412, 0, 0, 0, 0, 0, 0 +total, 290730, 10267, 9804, 9804, 0.4, 0.4, 0.5, 0.6, 1.8, 4.1, 29.0, 0.02328, 0, 0, 0, 0, 0, 0 +total, 301223, 10493, 10007, 10007, 0.4, 0.4, 0.4, 0.5, 1.6, 3.9, 30.0, 0.02252, 0, 0, 0, 0, 0, 0 +total, 311351, 10128, 9696, 9696, 0.4, 0.4, 0.5, 0.6, 1.8, 4.4, 31.0, 0.02179, 0, 0, 0, 0, 0, 0 +total, 321766, 10415, 9925, 9925, 0.4, 0.4, 0.4, 0.5, 1.7, 4.3, 32.0, 0.02111, 0, 0, 0, 0, 0, 0 +total, 332038, 10272, 9795, 9795, 0.4, 0.4, 0.4, 0.5, 2.1, 19.0, 33.0, 0.02047, 0, 1, 17, 17, 0, 2055 +total, 342321, 10283, 9819, 9819, 0.4, 0.4, 0.5, 0.6, 2.1, 4.0, 34.0, 0.01987, 0, 0, 0, 0, 0, 0 +total, 342340, 8154, 6866, 6866, 0.4, 0.4, 0.5, 0.6, 0.6, 0.6, 34.0, 0.01934, 0, 0, 0, 0, 0, 0 + + +Results: +Op rate : 10,068 op/s [singletrans: 10,068 op/s] +Partition rate : 9,622 pk/s [singletrans: 9,622 pk/s] +Row rate : 9,622 row/s [singletrans: 9,622 row/s] +Latency mean : 0.4 ms [singletrans: 0.4 ms] +Latency median : 0.4 ms [singletrans: 0.4 ms] +Latency 95th percentile : 0.5 ms [singletrans: 0.5 ms] +Latency 99th percentile : 0.8 ms [singletrans: 0.8 ms] +Latency 99.9th percentile : 1.9 ms [singletrans: 1.9 ms] +Latency max : 23.1 ms [singletrans: 23.1 ms] +Total partitions : 327,162 [singletrans: 327,162] +Total errors : 0 [singletrans: 0] +Total GC count : 5 +Total GC memory : 10.020 GiB +Total GC time : 0.1 seconds +Avg GC time : 17.8 ms +StdDev GC time : 1.9 ms +Total operation time : 00:00:34 + +Sleeping for 15s + +Running with 8 threadCount +Running [singletrans] with 8 threads until stderr of mean < 0.02 +type total ops, op/s, pk/s, row/s, mean, med, .95, .99, .999, max, time, stderr, errors, gc: #, max ms, sum ms, sdv ms, mb +total, 12015, 12015, 11461, 11461, 0.6, 0.5, 1.2, 2.2, 5.2, 12.3, 1.0, 0.00000, 0, 0, 0, 0, 0, 0 +total, 26178, 14163, 13548, 13548, 0.6, 0.4, 1.1, 2.0, 3.8, 5.7, 2.0, 0.05668, 0, 0, 0, 0, 0, 0 +total, 40471, 14293, 13667, 13667, 0.5, 0.5, 1.0, 1.9, 4.6, 8.4, 3.0, 0.04406, 0, 0, 0, 0, 0, 0 +total, 54624, 14153, 13556, 13556, 0.6, 0.5, 1.0, 1.9, 4.2, 16.8, 4.0, 0.03500, 0, 1, 15, 15, 0, 2057 +total, 69149, 14525, 13853, 13853, 0.5, 0.4, 1.1, 1.9, 3.7, 8.9, 5.0, 0.02957, 0, 0, 0, 0, 0, 0 +total, 83618, 14469, 13812, 13812, 0.5, 0.4, 1.0, 2.0, 4.2, 8.7, 6.0, 0.02532, 0, 0, 0, 0, 0, 0 +total, 97798, 14180, 13500, 13500, 0.6, 0.5, 1.0, 1.6, 4.0, 6.8, 7.0, 0.02171, 0, 0, 0, 0, 0, 0 +total, 111876, 14078, 13501, 13501, 0.6, 0.5, 1.1, 2.0, 4.2, 6.3, 8.0, 0.01900, 0, 0, 0, 0, 0, 0 +total, 126081, 14205, 13615, 13615, 0.6, 0.5, 1.0, 2.1, 5.3, 16.8, 9.0, 0.01707, 0, 1, 14, 14, 0, 2055 +total, 140429, 14348, 13732, 13732, 0.5, 0.4, 1.1, 2.0, 4.2, 7.2, 10.0, 0.01548, 0, 0, 0, 0, 0, 0 +total, 154858, 14429, 13803, 13803, 0.5, 0.4, 1.0, 1.8, 4.1, 8.7, 11.0, 0.01423, 0, 0, 0, 0, 0, 0 +total, 167456, 12598, 12037, 12037, 0.6, 0.4, 1.3, 3.0, 12.4, 62.9, 12.0, 0.01382, 0, 0, 0, 0, 0, 0 +total, 181431, 13975, 13361, 13361, 0.6, 0.5, 1.0, 2.0, 4.7, 14.0, 13.0, 0.01276, 0, 0, 0, 0, 0, 0 +total, 195177, 13746, 13136, 13136, 0.6, 0.4, 1.1, 2.1, 15.4, 23.6, 14.0, 0.01186, 0, 1, 13, 13, 0, 2057 +total, 209879, 14702, 14064, 14064, 0.5, 0.4, 1.1, 1.8, 3.5, 8.6, 15.0, 0.01147, 0, 0, 0, 0, 0, 0 +total, 224543, 14664, 14030, 14030, 0.5, 0.4, 1.1, 1.8, 3.9, 10.4, 16.0, 0.01106, 0, 0, 0, 0, 0, 0 +total, 239170, 14627, 13983, 13983, 0.5, 0.4, 1.1, 1.9, 3.9, 5.7, 17.0, 0.01056, 0, 0, 0, 0, 0, 0 +total, 253809, 14639, 14003, 14003, 0.5, 0.4, 1.1, 1.8, 2.8, 4.7, 18.0, 0.01011, 0, 0, 0, 0, 0, 0 +total, 268167, 14358, 13737, 13737, 0.5, 0.4, 1.1, 1.9, 3.8, 16.4, 19.0, 0.00963, 0, 1, 14, 14, 0, 2055 +total, 282628, 14461, 13853, 13853, 0.5, 0.5, 1.0, 2.0, 4.5, 8.5, 20.0, 0.00920, 0, 0, 0, 0, 0, 0 +total, 297067, 14439, 13834, 13834, 0.5, 0.5, 0.9, 1.9, 4.4, 9.9, 21.0, 0.00881, 0, 0, 0, 0, 0, 0 +total, 311510, 14443, 13806, 13806, 0.5, 0.5, 1.0, 1.9, 3.8, 8.2, 22.0, 0.00843, 0, 0, 0, 0, 0, 0 +total, 326186, 14676, 13993, 13993, 0.5, 0.4, 1.1, 1.8, 3.3, 8.2, 23.0, 0.00815, 0, 0, 0, 0, 0, 0 +total, 340360, 14174, 13579, 13579, 0.6, 0.4, 1.1, 1.8, 4.4, 16.5, 24.0, 0.00781, 0, 1, 14, 14, 0, 2056 +total, 354694, 14334, 13709, 13709, 0.5, 0.5, 1.0, 2.1, 4.9, 19.3, 25.0, 0.00752, 0, 0, 0, 0, 0, 0 +total, 369407, 14713, 14080, 14080, 0.5, 0.4, 1.1, 2.0, 3.7, 6.1, 26.0, 0.00732, 0, 0, 0, 0, 0, 0 +total, 383848, 14441, 13842, 13842, 0.5, 0.4, 1.1, 1.9, 4.6, 6.8, 27.0, 0.00706, 0, 0, 0, 0, 0, 0 +total, 398357, 14509, 13905, 13905, 0.5, 0.4, 1.1, 2.0, 3.9, 5.3, 28.0, 0.00683, 0, 0, 0, 0, 0, 0 +total, 412417, 14060, 13446, 13446, 0.6, 0.4, 1.1, 2.2, 6.5, 17.8, 29.0, 0.00660, 0, 1, 14, 14, 0, 2056 +total, 426665, 14248, 13619, 13619, 0.5, 0.5, 1.0, 1.8, 4.0, 10.7, 30.0, 0.00638, 0, 0, 0, 0, 0, 0 +total, 426696, 9150, 8855, 8855, 0.7, 0.6, 1.3, 1.9, 1.9, 1.9, 30.0, 0.01499, 0, 0, 0, 0, 0, 0 + + +Results: +Op rate : 14,222 op/s [singletrans: 14,222 op/s] +Partition rate : 13,602 pk/s [singletrans: 13,602 pk/s] +Row rate : 13,602 row/s [singletrans: 13,602 row/s] +Latency mean : 0.6 ms [singletrans: 0.6 ms] +Latency median : 0.4 ms [singletrans: 0.4 ms] +Latency 95th percentile : 1.1 ms [singletrans: 1.1 ms] +Latency 99th percentile : 2.0 ms [singletrans: 2.0 ms] +Latency 99.9th percentile : 4.4 ms [singletrans: 4.4 ms] +Latency max : 62.9 ms [singletrans: 62.9 ms] +Total partitions : 408,095 [singletrans: 408,095] +Total errors : 0 [singletrans: 0] +Total GC count : 6 +Total GC memory : 12.046 GiB +Total GC time : 0.1 seconds +Avg GC time : 14.0 ms +StdDev GC time : 0.6 ms +Total operation time : 00:00:30 + +Improvement over 4 threadCount: 41% +Sleeping for 15s + +Running with 16 threadCount +Running [singletrans] with 16 threads until stderr of mean < 0.02 +type total ops, op/s, pk/s, row/s, mean, med, .95, .99, .999, max, time, stderr, errors, gc: #, max ms, sum ms, sdv ms, mb +total, 16400, 16400, 15625, 15625, 0.9, 0.5, 2.3, 6.5, 29.4, 63.9, 1.0, 0.00000, 0, 0, 0, 0, 0, 0 +total, 33880, 17480, 16754, 16754, 0.9, 0.5, 2.8, 9.1, 19.2, 90.0, 2.0, 0.03467, 0, 0, 0, 0, 0, 0 +total, 50945, 17065, 16331, 16331, 0.9, 0.5, 2.0, 11.0, 38.2, 84.5, 3.0, 0.02341, 0, 1, 14, 14, 0, 2056 +total, 68570, 17625, 16890, 16890, 0.9, 0.5, 2.3, 9.0, 36.2, 75.4, 4.0, 0.01896, 0, 0, 0, 0, 0, 0 +total, 86068, 17498, 16741, 16741, 0.9, 0.5, 2.1, 10.2, 36.8, 75.1, 5.0, 0.01541, 0, 0, 0, 0, 0, 0 +total, 103599, 17531, 16742, 16742, 0.9, 0.5, 2.2, 8.9, 38.8, 94.0, 6.0, 0.01380, 0, 0, 0, 0, 0, 0 +total, 120791, 17192, 16482, 16482, 0.9, 0.5, 2.1, 11.0, 40.5, 93.3, 7.0, 0.01192, 0, 1, 15, 15, 0, 2055 +total, 138377, 17586, 16784, 16784, 0.9, 0.5, 2.1, 10.5, 36.1, 78.2, 8.0, 0.01050, 0, 0, 0, 0, 0, 0 +total, 155851, 17474, 16715, 16715, 0.9, 0.5, 2.1, 8.5, 38.9, 92.8, 9.0, 0.00960, 0, 0, 0, 0, 0, 0 +total, 173202, 17351, 16589, 16589, 0.9, 0.5, 2.4, 9.7, 34.4, 125.6, 10.0, 0.00981, 0, 0, 0, 0, 0, 0 +total, 190403, 17201, 16412, 16412, 0.9, 0.5, 2.5, 9.9, 34.4, 64.2, 11.0, 0.00943, 0, 1, 15, 15, 0, 2052 +total, 207958, 17555, 16794, 16794, 0.9, 0.5, 2.0, 9.8, 37.9, 125.2, 12.0, 0.00985, 0, 0, 0, 0, 0, 0 +total, 225452, 17494, 16744, 16744, 0.9, 0.5, 1.8, 8.9, 43.4, 79.1, 13.0, 0.00910, 0, 0, 0, 0, 0, 0 +total, 242866, 17414, 16633, 16633, 0.9, 0.5, 2.1, 7.9, 44.7, 91.7, 14.0, 0.00845, 0, 0, 0, 0, 0, 0 +total, 259962, 17096, 16320, 16320, 0.9, 0.5, 2.5, 8.7, 36.7, 118.0, 15.0, 0.00795, 0, 1, 16, 16, 0, 2052 +total, 277447, 17485, 16696, 16696, 0.9, 0.5, 2.3, 9.7, 36.2, 120.3, 16.0, 0.00785, 0, 0, 0, 0, 0, 0 +total, 294365, 16918, 16176, 16176, 0.9, 0.5, 2.0, 12.1, 41.3, 75.1, 17.0, 0.00780, 0, 0, 0, 0, 0, 0 +total, 311961, 17596, 16812, 16812, 0.9, 0.5, 2.6, 8.5, 30.2, 86.2, 18.0, 0.00738, 0, 0, 0, 0, 0, 0 +total, 329439, 17478, 16716, 16716, 0.9, 0.5, 2.2, 8.3, 30.6, 71.6, 19.0, 0.00703, 0, 0, 0, 0, 0, 0 +total, 346739, 17300, 16559, 16559, 0.9, 0.5, 1.9, 11.9, 40.5, 110.9, 20.0, 0.00675, 0, 1, 15, 15, 0, 2061 +total, 362977, 16238, 15555, 15555, 1.0, 0.5, 2.6, 8.2, 30.5, 80.7, 21.0, 0.00728, 0, 0, 0, 0, 0, 0 +total, 380455, 17478, 16738, 16738, 0.9, 0.5, 2.3, 9.0, 31.7, 125.2, 22.0, 0.00731, 0, 0, 0, 0, 0, 0 +total, 397874, 17419, 16661, 16661, 0.9, 0.5, 1.8, 10.5, 33.8, 123.5, 23.0, 0.00722, 0, 0, 0, 0, 0, 0 +total, 414993, 17119, 16343, 16343, 0.9, 0.5, 2.0, 11.0, 38.9, 126.5, 24.0, 0.00699, 0, 1, 10, 10, 0, 2063 +total, 432324, 17331, 16632, 16632, 0.9, 0.5, 2.1, 10.1, 39.6, 125.2, 25.0, 0.00688, 0, 0, 0, 0, 0, 0 +total, 449668, 17344, 16547, 16547, 0.9, 0.5, 1.9, 10.5, 39.6, 112.4, 26.0, 0.00665, 0, 0, 0, 0, 0, 0 +total, 465959, 16291, 15593, 15593, 1.0, 0.5, 2.0, 9.7, 60.7, 116.9, 27.0, 0.00654, 0, 0, 0, 0, 0, 0 +total, 482795, 16836, 16111, 16111, 0.9, 0.5, 2.2, 9.7, 43.2, 125.6, 28.0, 0.00631, 0, 1, 9, 9, 0, 2068 +total, 499602, 16807, 16073, 16073, 0.9, 0.5, 2.2, 10.5, 41.8, 71.4, 29.0, 0.00638, 0, 0, 0, 0, 0, 0 +total, 516447, 16845, 16077, 16077, 0.9, 0.5, 2.5, 10.0, 43.8, 71.3, 30.0, 0.00641, 0, 0, 0, 0, 0, 0 +total, 516631, 15513, 14923, 14923, 1.0, 0.5, 4.9, 6.5, 8.1, 8.1, 30.0, 0.04767, 0, 0, 0, 0, 0, 0 + + +Results: +Op rate : 17,214 op/s [singletrans: 17,214 op/s] +Partition rate : 16,461 pk/s [singletrans: 16,461 pk/s] +Row rate : 16,461 row/s [singletrans: 16,461 row/s] +Latency mean : 0.9 ms [singletrans: 0.9 ms] +Latency median : 0.5 ms [singletrans: 0.5 ms] +Latency 95th percentile : 2.2 ms [singletrans: 2.2 ms] +Latency 99th percentile : 9.6 ms [singletrans: 9.6 ms] +Latency 99.9th percentile : 37.9 ms [singletrans: 37.9 ms] +Latency max : 126.5 ms [singletrans: 126.5 ms] +Total partitions : 494,022 [singletrans: 494,022] +Total errors : 0 [singletrans: 0] +Total GC count : 7 +Total GC memory : 14.068 GiB +Total GC time : 0.1 seconds +Avg GC time : 13.4 ms +StdDev GC time : 2.6 ms +Total operation time : 00:00:30 + +Improvement over 8 threadCount: 21% +Sleeping for 15s + +Running with 24 threadCount +Running [singletrans] with 24 threads until stderr of mean < 0.02 +type total ops, op/s, pk/s, row/s, mean, med, .95, .99, .999, max, time, stderr, errors, gc: #, max ms, sum ms, sdv ms, mb +total, 18053, 18053, 17320, 17320, 1.3, 0.6, 3.1, 11.5, 69.9, 130.7, 1.0, 0.00000, 0, 0, 0, 0, 0, 0 +total, 37904, 19851, 18982, 18982, 1.2, 0.5, 2.3, 14.0, 88.1, 126.7, 2.0, 0.03075, 0, 1, 8, 8, 0, 2072 +total, 57253, 19349, 18502, 18502, 1.2, 0.5, 2.5, 13.5, 93.1, 127.5, 3.0, 0.02096, 0, 0, 0, 0, 0, 0 +total, 76919, 19666, 18814, 18814, 1.2, 0.6, 2.8, 13.1, 67.3, 130.6, 4.0, 0.01709, 0, 0, 0, 0, 0, 0 +total, 96416, 19497, 18676, 18676, 1.2, 0.6, 2.6, 14.1, 76.5, 122.9, 5.0, 0.01373, 0, 0, 0, 0, 0, 0 +total, 115595, 19179, 18342, 18342, 1.2, 0.6, 2.9, 15.3, 64.7, 125.5, 6.0, 0.01153, 0, 1, 11, 11, 0, 2072 +total, 134212, 18617, 17832, 17832, 1.3, 0.6, 3.0, 15.2, 64.7, 127.3, 7.0, 0.01086, 0, 0, 0, 0, 0, 0 +total, 154145, 19933, 19084, 19084, 1.2, 0.5, 2.4, 13.5, 68.0, 126.8, 8.0, 0.01050, 0, 0, 0, 0, 0, 0 +total, 173683, 19538, 18705, 18705, 1.2, 0.5, 3.0, 12.0, 87.6, 129.6, 9.0, 0.00948, 0, 0, 0, 0, 0, 0 +total, 193061, 19378, 18519, 18519, 1.2, 0.5, 2.5, 12.6, 110.2, 127.5, 10.0, 0.00853, 0, 1, 7, 7, 0, 2071 +total, 213201, 20140, 19272, 19272, 1.2, 0.5, 2.5, 10.9, 82.9, 126.2, 11.0, 0.00852, 0, 0, 0, 0, 0, 0 +total, 233286, 20085, 19248, 19248, 1.2, 0.6, 2.8, 11.5, 81.9, 126.3, 12.0, 0.00830, 0, 0, 0, 0, 0, 0 +total, 252831, 19545, 18732, 18732, 1.2, 0.5, 3.0, 13.2, 59.9, 129.1, 13.0, 0.00769, 0, 1, 6, 6, 0, 2070 +total, 272494, 19663, 18830, 18830, 1.2, 0.6, 2.3, 8.6, 98.6, 126.0, 14.0, 0.00716, 0, 0, 0, 0, 0, 0 +total, 291900, 19406, 18559, 18559, 1.2, 0.5, 2.8, 11.7, 107.6, 126.1, 15.0, 0.00670, 0, 0, 0, 0, 0, 0 +total, 311688, 19788, 18912, 18912, 1.2, 0.5, 2.9, 11.0, 80.5, 126.0, 16.0, 0.00633, 0, 0, 0, 0, 0, 0 +total, 330637, 18949, 18162, 18162, 1.2, 0.5, 2.6, 14.9, 101.3, 143.8, 17.0, 0.00597, 0, 1, 6, 6, 0, 2070 +total, 350348, 19711, 18849, 18849, 1.2, 0.6, 2.2, 11.8, 84.4, 127.3, 18.0, 0.00567, 0, 0, 0, 0, 0, 0 +total, 370175, 19827, 18988, 18988, 1.2, 0.6, 2.8, 12.7, 74.8, 126.4, 19.0, 0.00544, 0, 0, 0, 0, 0, 0 +total, 390039, 19864, 19021, 19021, 1.2, 0.5, 2.8, 11.9, 73.7, 126.0, 20.0, 0.00523, 0, 0, 0, 0, 0, 0 +total, 409706, 19667, 18786, 18786, 1.2, 0.6, 2.7, 12.2, 70.5, 116.1, 21.0, 0.00500, 0, 1, 6, 6, 0, 2070 +total, 429545, 19839, 18982, 18982, 1.2, 0.5, 2.8, 14.3, 65.2, 126.4, 22.0, 0.00482, 0, 0, 0, 0, 0, 0 +total, 449382, 19837, 18936, 18936, 1.2, 0.6, 2.6, 10.7, 79.3, 128.6, 23.0, 0.00465, 0, 0, 0, 0, 0, 0 +total, 469396, 20014, 19115, 19115, 1.2, 0.6, 3.0, 11.7, 70.8, 125.8, 24.0, 0.00453, 0, 1, 6, 6, 0, 2070 +total, 488898, 19502, 18649, 18649, 1.2, 0.6, 2.6, 11.9, 80.7, 125.3, 25.0, 0.00435, 0, 0, 0, 0, 0, 0 +total, 508595, 19697, 18863, 18863, 1.2, 0.5, 2.5, 11.7, 80.7, 126.2, 26.0, 0.00419, 0, 0, 0, 0, 0, 0 +total, 528461, 19866, 19006, 19006, 1.2, 0.6, 2.9, 12.4, 62.5, 126.3, 27.0, 0.00407, 0, 0, 0, 0, 0, 0 +total, 548029, 19568, 18721, 18721, 1.2, 0.6, 2.8, 10.9, 83.4, 125.6, 28.0, 0.00392, 0, 1, 6, 6, 0, 2070 +total, 567606, 19577, 18697, 18697, 1.2, 0.6, 2.9, 14.4, 69.2, 92.5, 29.0, 0.00403, 0, 0, 0, 0, 0, 0 +total, 586930, 19324, 18506, 18506, 1.2, 0.6, 2.9, 13.2, 65.9, 124.5, 30.0, 0.00392, 0, 0, 0, 0, 0, 0 +total, 586993, 16010, 14993, 14993, 1.5, 0.7, 4.7, 4.8, 7.1, 7.1, 30.0, 0.06356, 0, 0, 0, 0, 0, 0 + + +Results: +Op rate : 19,564 op/s [singletrans: 19,564 op/s] +Partition rate : 18,720 pk/s [singletrans: 18,720 pk/s] +Row rate : 18,720 row/s [singletrans: 18,720 row/s] +Latency mean : 1.2 ms [singletrans: 1.2 ms] +Latency median : 0.6 ms [singletrans: 0.6 ms] +Latency 95th percentile : 2.7 ms [singletrans: 2.7 ms] +Latency 99th percentile : 12.7 ms [singletrans: 12.7 ms] +Latency 99.9th percentile : 76.3 ms [singletrans: 76.3 ms] +Latency max : 143.8 ms [singletrans: 143.8 ms] +Total partitions : 561,669 [singletrans: 561,669] +Total errors : 0 [singletrans: 0] +Total GC count : 8 +Total GC memory : 16.176 GiB +Total GC time : 0.1 seconds +Avg GC time : 7.0 ms +StdDev GC time : 1.7 ms +Total operation time : 00:00:30 + +Improvement over 16 threadCount: 14% +Sleeping for 15s + +Running with 36 threadCount +Running [singletrans] with 36 threads until stderr of mean < 0.02 +type total ops, op/s, pk/s, row/s, mean, med, .95, .99, .999, max, time, stderr, errors, gc: #, max ms, sum ms, sdv ms, mb +total, 20467, 20467, 19575, 19575, 1.7, 0.8, 4.1, 17.2, 76.0, 132.5, 1.0, 0.00000, 0, 0, 0, 0, 0, 0 +total, 41351, 20884, 19982, 19982, 1.7, 0.7, 3.5, 22.6, 95.4, 133.0, 2.0, 0.00749, 0, 1, 7, 7, 0, 2070 +total, 62621, 21270, 20375, 20375, 1.7, 0.7, 3.5, 20.6, 125.8, 238.8, 3.0, 0.04493, 0, 0, 0, 0, 0, 0 +total, 83326, 20705, 19794, 19794, 1.7, 0.7, 3.4, 18.6, 125.8, 162.9, 4.0, 0.03414, 0, 0, 0, 0, 0, 0 +total, 103870, 20544, 19676, 19676, 1.7, 0.6, 3.6, 21.3, 125.3, 176.3, 5.0, 0.02735, 0, 1, 7, 7, 0, 2070 +total, 125272, 21402, 20442, 20442, 1.7, 0.6, 3.2, 23.4, 127.2, 250.7, 6.0, 0.03026, 0, 0, 0, 0, 0, 0 +total, 147458, 22186, 21200, 21200, 1.6, 0.6, 3.5, 22.5, 124.6, 151.9, 7.0, 0.02598, 0, 0, 0, 0, 0, 0 +total, 169510, 22052, 21073, 21073, 1.7, 0.6, 3.4, 21.4, 125.6, 179.6, 8.0, 0.02319, 0, 0, 0, 0, 0, 0 +total, 191970, 22460, 21488, 21488, 1.6, 0.7, 3.7, 15.7, 119.0, 159.3, 9.0, 0.02083, 0, 1, 7, 7, 0, 2070 +total, 213372, 21402, 20453, 20453, 1.7, 0.7, 3.1, 19.5, 126.0, 192.7, 10.0, 0.01881, 0, 0, 0, 0, 0, 0 +total, 235722, 22350, 21392, 21392, 1.6, 0.7, 2.9, 17.5, 118.0, 129.9, 11.0, 0.01714, 0, 0, 0, 0, 0, 0 +total, 257450, 21728, 20764, 20764, 1.7, 0.7, 3.7, 22.8, 89.6, 126.6, 12.0, 0.01615, 0, 1, 7, 7, 0, 2070 +total, 280256, 22806, 21845, 21845, 1.6, 0.9, 3.4, 14.6, 68.7, 166.2, 13.0, 0.01545, 0, 0, 0, 0, 0, 0 +total, 302132, 21876, 20895, 20895, 1.5, 0.8, 2.9, 18.3, 106.0, 127.4, 14.0, 0.01461, 0, 0, 0, 0, 0, 0 +total, 324005, 21873, 20918, 20918, 1.7, 0.7, 3.5, 22.1, 125.2, 241.0, 15.0, 0.01528, 0, 1, 7, 7, 0, 2070 +total, 345992, 21987, 21056, 21056, 1.6, 0.7, 3.6, 18.4, 108.4, 230.2, 16.0, 0.01534, 0, 0, 0, 0, 0, 0 +total, 367635, 21643, 20694, 20694, 1.7, 0.6, 3.6, 21.1, 126.3, 250.5, 17.0, 0.01540, 0, 0, 0, 0, 0, 0 +total, 389754, 22119, 21132, 21132, 1.6, 0.6, 3.6, 20.0, 108.1, 218.2, 18.0, 0.01496, 0, 0, 0, 0, 0, 0 +total, 412436, 22682, 21739, 21739, 1.6, 0.7, 3.9, 20.4, 79.1, 143.5, 19.0, 0.01417, 0, 1, 7, 7, 0, 2070 +total, 434416, 21980, 20956, 20956, 1.6, 0.8, 3.9, 17.5, 74.8, 126.0, 20.0, 0.01377, 0, 0, 0, 0, 0, 0 +total, 456677, 22261, 21332, 21332, 1.6, 0.6, 3.9, 14.6, 125.8, 209.5, 21.0, 0.01343, 0, 0, 0, 0, 0, 0 +total, 478448, 21771, 20813, 20813, 1.6, 0.7, 3.7, 17.8, 125.4, 174.1, 22.0, 0.01282, 0, 1, 6, 6, 0, 2070 +total, 500511, 22063, 21111, 21111, 1.6, 0.7, 3.1, 16.2, 125.5, 168.7, 23.0, 0.01227, 0, 0, 0, 0, 0, 0 +total, 522062, 21551, 20608, 20608, 1.7, 0.7, 3.8, 25.2, 104.6, 142.3, 24.0, 0.01198, 0, 0, 0, 0, 0, 0 +total, 542535, 20473, 19607, 19607, 1.7, 0.7, 4.9, 19.8, 102.2, 126.7, 25.0, 0.01239, 0, 1, 6, 6, 0, 2070 +total, 563977, 21442, 20483, 20483, 1.7, 0.7, 4.0, 19.3, 92.1, 126.0, 26.0, 0.01224, 0, 0, 0, 0, 0, 0 +total, 585320, 21343, 20453, 20453, 1.7, 0.7, 3.8, 27.0, 86.8, 151.3, 27.0, 0.01190, 0, 0, 0, 0, 0, 0 +total, 607328, 22008, 21048, 21048, 1.6, 0.7, 3.0, 19.5, 109.1, 166.6, 28.0, 0.01147, 0, 0, 0, 0, 0, 0 +total, 627990, 20662, 19780, 19780, 1.7, 0.6, 3.2, 27.2, 125.7, 245.2, 29.0, 0.01116, 0, 1, 6, 6, 0, 2070 +total, 649154, 21164, 20187, 20187, 1.7, 0.6, 2.8, 28.5, 126.6, 171.6, 30.0, 0.01085, 0, 0, 0, 0, 0, 0 +total, 649226, 9552, 9287, 9287, 6.4, 3.1, 18.8, 33.7, 34.2, 34.2, 30.0, 0.03794, 0, 0, 0, 0, 0, 0 + + +Results: +Op rate : 21,635 op/s [singletrans: 21,635 op/s] +Partition rate : 20,693 pk/s [singletrans: 20,693 pk/s] +Row rate : 20,693 row/s [singletrans: 20,693 row/s] +Latency mean : 1.6 ms [singletrans: 1.6 ms] +Latency median : 0.7 ms [singletrans: 0.7 ms] +Latency 95th percentile : 3.6 ms [singletrans: 3.6 ms] +Latency 99th percentile : 20.1 ms [singletrans: 20.1 ms] +Latency 99.9th percentile : 124.2 ms [singletrans: 124.2 ms] +Latency max : 250.7 ms [singletrans: 250.7 ms] +Total partitions : 620,941 [singletrans: 620,941] +Total errors : 0 [singletrans: 0] +Total GC count : 9 +Total GC memory : 18.193 GiB +Total GC time : 0.1 seconds +Avg GC time : 6.7 ms +StdDev GC time : 0.5 ms +Total operation time : 00:00:30 + +Improvement over 24 threadCount: 11% +Sleeping for 15s + +Running with 54 threadCount +Running [singletrans] with 54 threads until stderr of mean < 0.02 +type total ops, op/s, pk/s, row/s, mean, med, .95, .99, .999, max, time, stderr, errors, gc: #, max ms, sum ms, sdv ms, mb +total, 19587, 19587, 18725, 18725, 2.5, 0.7, 6.9, 32.5, 132.4, 280.0, 1.0, 0.00000, 0, 0, 0, 0, 0, 0 +total, 42796, 23209, 22210, 22210, 2.4, 0.8, 4.5, 24.2, 209.3, 251.7, 2.0, 0.04664, 0, 1, 7, 7, 0, 2070 +total, 67039, 24243, 23181, 23181, 2.2, 0.9, 4.2, 31.0, 129.8, 252.3, 3.0, 0.04224, 0, 0, 0, 0, 0, 0 +total, 91100, 24061, 23008, 23008, 2.2, 0.9, 4.5, 30.9, 141.4, 184.5, 4.0, 0.03228, 0, 0, 0, 0, 0, 0 +total, 115272, 24172, 23106, 23106, 2.2, 0.8, 4.2, 25.4, 130.4, 221.9, 5.0, 0.02634, 0, 1, 7, 7, 0, 2070 +total, 139906, 24634, 23494, 23494, 2.2, 1.2, 3.9, 25.3, 118.6, 181.3, 6.0, 0.02201, 0, 0, 0, 0, 0, 0 +total, 161841, 21935, 20966, 20966, 2.5, 1.0, 4.3, 34.6, 139.6, 252.6, 7.0, 0.01933, 0, 0, 0, 0, 0, 0 +total, 184445, 22604, 21588, 21588, 2.4, 1.0, 5.4, 24.7, 126.5, 261.9, 8.0, 0.01699, 0, 0, 0, 0, 0, 0 +total, 207517, 23072, 22085, 22085, 2.3, 1.0, 5.2, 29.4, 123.6, 140.8, 9.0, 0.01912, 0, 1, 13, 13, 0, 2070 +total, 231398, 23881, 22802, 22802, 2.3, 0.9, 4.3, 36.0, 126.9, 252.4, 10.0, 0.01835, 0, 0, 0, 0, 0, 0 +total, 256356, 24958, 23910, 23910, 2.1, 1.0, 4.9, 24.5, 125.8, 242.2, 11.0, 0.01864, 0, 0, 0, 0, 0, 0 +total, 279808, 23452, 22367, 22367, 2.2, 1.1, 3.8, 27.4, 128.2, 251.0, 12.0, 0.01723, 0, 1, 7, 7, 0, 2070 +total, 304331, 24523, 23511, 23511, 2.2, 0.8, 4.8, 31.4, 133.7, 224.9, 13.0, 0.01619, 0, 0, 0, 0, 0, 0 +total, 328986, 24655, 23618, 23618, 2.2, 0.9, 4.8, 33.1, 126.8, 198.7, 14.0, 0.01505, 0, 0, 0, 0, 0, 0 +total, 352707, 23721, 22627, 22627, 2.2, 0.8, 4.6, 38.0, 149.4, 192.4, 15.0, 0.01430, 0, 1, 7, 7, 0, 2070 +total, 376617, 23910, 22927, 22927, 2.3, 0.7, 4.8, 36.7, 128.5, 221.6, 16.0, 0.01342, 0, 0, 0, 0, 0, 0 +total, 400334, 23717, 22667, 22667, 2.3, 0.9, 4.3, 33.3, 126.2, 203.8, 17.0, 0.01270, 0, 0, 0, 0, 0, 0 +total, 424976, 24642, 23569, 23569, 2.2, 0.9, 4.6, 26.8, 125.6, 242.1, 18.0, 0.01253, 0, 1, 7, 7, 0, 2070 +total, 448852, 23876, 22814, 22814, 2.2, 0.8, 5.6, 32.7, 130.8, 229.9, 19.0, 0.01189, 0, 0, 0, 0, 0, 0 +total, 473591, 24739, 23633, 23633, 2.2, 0.7, 4.0, 32.5, 163.2, 208.0, 20.0, 0.01134, 0, 0, 0, 0, 0, 0 +total, 497816, 24225, 23207, 23207, 2.2, 0.8, 5.8, 24.5, 129.6, 250.7, 21.0, 0.01112, 0, 1, 8, 8, 0, 2070 +total, 520878, 23062, 22069, 22069, 2.3, 1.1, 5.2, 18.7, 125.8, 239.3, 22.0, 0.01063, 0, 0, 0, 0, 0, 0 +total, 545007, 24129, 23122, 23122, 2.2, 1.0, 4.3, 24.3, 126.4, 132.1, 23.0, 0.01091, 0, 0, 0, 0, 0, 0 +total, 568470, 23463, 22428, 22428, 2.3, 0.8, 4.1, 29.9, 149.2, 212.7, 24.0, 0.01051, 0, 1, 7, 7, 0, 2070 +total, 591199, 22729, 21748, 21748, 2.3, 0.9, 4.3, 35.2, 126.6, 170.3, 25.0, 0.01088, 0, 0, 0, 0, 0, 0 +total, 614594, 23395, 22393, 22393, 2.2, 0.7, 3.9, 35.0, 151.5, 298.3, 26.0, 0.01107, 0, 0, 0, 0, 0, 0 +total, 637657, 23063, 22072, 22072, 2.4, 0.9, 4.8, 29.4, 156.6, 366.7, 27.0, 0.01273, 0, 1, 7, 7, 0, 2070 +total, 661384, 23727, 22664, 22664, 2.2, 0.8, 4.5, 39.2, 127.6, 251.0, 28.0, 0.01231, 0, 0, 0, 0, 0, 0 +total, 685061, 23677, 22570, 22570, 2.3, 0.8, 4.5, 16.4, 149.8, 253.1, 29.0, 0.01191, 0, 0, 0, 0, 0, 0 +total, 708471, 23410, 22370, 22370, 2.3, 0.8, 5.4, 32.1, 129.0, 176.7, 30.0, 0.01181, 0, 1, 6, 6, 0, 2070 +total, 708593, 20666, 19989, 19989, 4.2, 1.4, 15.0, 17.9, 19.1, 19.1, 30.0, 0.04485, 0, 0, 0, 0, 0, 0 + + +Results: +Op rate : 23,615 op/s [singletrans: 23,615 op/s] +Partition rate : 22,581 pk/s [singletrans: 22,581 pk/s] +Row rate : 22,581 row/s [singletrans: 22,581 row/s] +Latency mean : 2.3 ms [singletrans: 2.3 ms] +Latency median : 0.9 ms [singletrans: 0.9 ms] +Latency 95th percentile : 4.7 ms [singletrans: 4.7 ms] +Latency 99th percentile : 30.5 ms [singletrans: 30.5 ms] +Latency 99.9th percentile : 129.7 ms [singletrans: 129.7 ms] +Latency max : 366.7 ms [singletrans: 366.7 ms] +Total partitions : 677,569 [singletrans: 677,569] +Total errors : 0 [singletrans: 0] +Total GC count : 10 +Total GC memory : 20.214 GiB +Total GC time : 0.1 seconds +Avg GC time : 7.6 ms +StdDev GC time : 1.9 ms +Total operation time : 00:00:30 + +Improvement over 36 threadCount: 9% +Sleeping for 15s + +Running with 81 threadCount +Running [singletrans] with 81 threads until stderr of mean < 0.02 +type total ops, op/s, pk/s, row/s, mean, med, .95, .99, .999, max, time, stderr, errors, gc: #, max ms, sum ms, sdv ms, mb +total, 22649, 22649, 21635, 21635, 3.3, 1.5, 7.3, 39.7, 130.1, 240.3, 1.0, 0.00000, 0, 0, 0, 0, 0, 0 +total, 48548, 25899, 24788, 24788, 3.0, 1.3, 7.0, 34.6, 131.9, 256.2, 2.0, 0.05551, 0, 0, 0, 0, 0, 0 +total, 73148, 24600, 23492, 23492, 3.4, 1.0, 7.3, 57.0, 206.8, 320.6, 3.0, 0.04729, 0, 1, 10, 10, 0, 2070 +total, 99647, 26499, 25325, 25325, 3.0, 1.1, 6.7, 45.2, 157.4, 303.0, 4.0, 0.04397, 0, 0, 0, 0, 0, 0 +total, 125323, 25676, 24564, 24564, 3.1, 1.0, 6.7, 63.0, 157.7, 252.8, 5.0, 0.03528, 0, 0, 0, 0, 0, 0 +total, 150775, 25452, 24308, 24308, 3.2, 1.5, 6.1, 50.7, 158.6, 251.1, 6.0, 0.02965, 0, 1, 7, 7, 0, 2070 +total, 175211, 24436, 23418, 23418, 3.3, 1.7, 5.3, 41.4, 135.7, 253.0, 7.0, 0.02647, 0, 0, 0, 0, 0, 0 +total, 201380, 26169, 25036, 25036, 3.1, 1.2, 6.7, 49.7, 131.9, 330.6, 8.0, 0.02795, 0, 0, 0, 0, 0, 0 +total, 227855, 26475, 25323, 25323, 3.0, 1.4, 7.2, 29.1, 150.7, 252.6, 9.0, 0.02485, 0, 1, 7, 7, 0, 2070 +total, 254363, 26508, 25332, 25332, 3.0, 1.1, 6.7, 47.3, 157.5, 208.9, 10.0, 0.02281, 0, 0, 0, 0, 0, 0 +total, 279599, 25236, 24127, 24127, 3.2, 1.0, 6.3, 68.2, 163.2, 294.6, 11.0, 0.02082, 0, 0, 0, 0, 0, 0 +total, 304321, 24722, 23674, 23674, 3.3, 1.2, 6.0, 84.2, 137.8, 162.3, 12.0, 0.02294, 0, 1, 7, 7, 0, 2070 +total, 331855, 27534, 26351, 26351, 3.0, 1.0, 6.5, 52.9, 150.2, 336.9, 13.0, 0.02570, 0, 0, 0, 0, 0, 0 +total, 357592, 25737, 24635, 24635, 3.1, 1.1, 6.8, 55.1, 131.7, 256.4, 14.0, 0.02389, 0, 0, 0, 0, 0, 0 +total, 382920, 25328, 24268, 24268, 3.2, 0.9, 7.7, 57.9, 241.2, 367.0, 15.0, 0.02398, 0, 1, 7, 7, 0, 2070 +total, 409583, 26663, 25487, 25487, 3.0, 1.1, 6.3, 56.6, 150.9, 286.0, 16.0, 0.02267, 0, 0, 0, 0, 0, 0 +total, 435519, 25936, 24790, 24790, 3.1, 1.0, 6.0, 54.4, 151.3, 268.4, 17.0, 0.02134, 0, 0, 0, 0, 0, 0 +total, 461462, 25943, 24841, 24841, 3.1, 1.2, 7.0, 47.3, 130.7, 253.4, 18.0, 0.02019, 0, 1, 6, 6, 0, 2070 +total, 487989, 26527, 25361, 25361, 3.0, 1.4, 5.6, 56.3, 129.1, 311.4, 19.0, 0.01957, 0, 0, 0, 0, 0, 0 +total, 512574, 24585, 23524, 23524, 3.3, 1.1, 6.8, 66.1, 132.3, 199.4, 20.0, 0.01987, 0, 0, 0, 0, 0, 0 +total, 537276, 24702, 23631, 23631, 3.3, 1.4, 5.7, 59.0, 148.8, 257.0, 21.0, 0.01917, 0, 1, 6, 6, 0, 2070 +total, 561717, 24441, 23328, 23328, 3.3, 1.4, 6.2, 49.3, 136.4, 252.1, 22.0, 0.01865, 0, 0, 0, 0, 0, 0 +total, 586527, 24810, 23770, 23770, 3.2, 1.2, 6.2, 68.3, 134.0, 310.9, 23.0, 0.01786, 0, 0, 0, 0, 0, 0 +total, 612141, 25614, 24510, 24510, 3.1, 0.9, 5.6, 65.5, 218.8, 289.4, 24.0, 0.01713, 0, 1, 7, 7, 0, 2070 +total, 636759, 24618, 23527, 23527, 3.2, 1.1, 5.6, 57.8, 230.4, 251.1, 25.0, 0.01669, 0, 0, 0, 0, 0, 0 +total, 662786, 26027, 24806, 24806, 3.1, 1.1, 7.3, 52.3, 229.4, 310.4, 26.0, 0.01623, 0, 0, 0, 0, 0, 0 +total, 687064, 24278, 23213, 23213, 3.4, 1.2, 5.9, 77.3, 143.0, 212.6, 27.0, 0.01634, 0, 1, 7, 7, 0, 2070 +total, 713098, 26034, 24916, 24916, 3.1, 1.2, 7.9, 34.3, 167.1, 264.2, 28.0, 0.01576, 0, 0, 0, 0, 0, 0 +total, 738742, 25644, 24589, 24589, 3.1, 1.1, 6.0, 58.1, 143.3, 272.1, 29.0, 0.01521, 0, 0, 0, 0, 0, 0 +total, 763691, 24949, 23810, 23810, 3.3, 1.3, 7.6, 50.6, 160.6, 250.5, 30.0, 0.01483, 0, 1, 8, 8, 0, 2070 +total, 763831, 18564, 17769, 17769, 11.6, 4.7, 105.7, 106.4, 106.4, 106.4, 30.0, 0.03725, 0, 0, 0, 0, 0, 0 + + +Results: +Op rate : 25,455 op/s [singletrans: 25,455 op/s] +Partition rate : 24,344 pk/s [singletrans: 24,344 pk/s] +Row rate : 24,344 row/s [singletrans: 24,344 row/s] +Latency mean : 3.2 ms [singletrans: 3.2 ms] +Latency median : 1.1 ms [singletrans: 1.1 ms] +Latency 95th percentile : 6.5 ms [singletrans: 6.5 ms] +Latency 99th percentile : 53.8 ms [singletrans: 53.8 ms] +Latency 99.9th percentile : 156.6 ms [singletrans: 156.6 ms] +Latency max : 367.0 ms [singletrans: 367.0 ms] +Total partitions : 730,513 [singletrans: 730,513] +Total errors : 0 [singletrans: 0] +Total GC count : 10 +Total GC memory : 20.215 GiB +Total GC time : 0.1 seconds +Avg GC time : 7.2 ms +StdDev GC time : 1.1 ms +Total operation time : 00:00:30 + +Improvement over 54 threadCount: 8% +Sleeping for 15s + +Running with 121 threadCount +Running [singletrans] with 121 threads until stderr of mean < 0.02 +type total ops, op/s, pk/s, row/s, mean, med, .95, .99, .999, max, time, stderr, errors, gc: #, max ms, sum ms, sdv ms, mb +total, 17880, 17880, 17138, 17138, 5.4, 2.5, 9.6, 97.2, 254.3, 276.6, 1.0, 0.00000, 0, 0, 0, 0, 0, 0 +total, 45768, 27888, 26714, 26714, 4.4, 1.7, 11.1, 83.1, 194.1, 212.9, 2.0, 0.12575, 0, 0, 0, 0, 0, 0 +total, 72650, 26882, 25683, 25683, 4.4, 1.1, 13.5, 88.9, 191.1, 255.3, 3.0, 0.09338, 0, 1, 6, 6, 0, 2070 +total, 100311, 27661, 26460, 26460, 4.3, 1.4, 11.0, 91.9, 174.2, 257.0, 4.0, 0.07512, 0, 0, 0, 0, 0, 0 +total, 127721, 27410, 26236, 26236, 4.5, 1.5, 11.7, 101.6, 159.6, 333.2, 5.0, 0.06980, 0, 1, 7, 7, 0, 2070 +total, 155241, 27520, 26310, 26310, 4.2, 1.4, 9.0, 110.4, 191.5, 319.8, 6.0, 0.06131, 0, 0, 0, 0, 0, 0 +total, 182707, 27466, 26241, 26241, 4.5, 1.4, 13.6, 78.5, 202.1, 292.6, 7.0, 0.05303, 0, 0, 0, 0, 0, 0 +total, 210290, 27583, 26389, 26389, 4.3, 1.8, 9.4, 89.8, 198.3, 274.7, 8.0, 0.04647, 0, 1, 11, 11, 0, 2070 +total, 238405, 28115, 26871, 26871, 4.3, 1.5, 10.6, 101.6, 234.9, 326.1, 9.0, 0.04323, 0, 0, 0, 0, 0, 0 +total, 266649, 28244, 27084, 27084, 4.4, 1.6, 8.7, 81.3, 134.3, 180.2, 10.0, 0.03971, 0, 0, 0, 0, 0, 0 +total, 293496, 26847, 25715, 25715, 4.4, 1.6, 14.0, 82.0, 174.7, 197.7, 11.0, 0.03724, 0, 1, 10, 10, 0, 2070 +total, 320647, 27151, 25958, 25958, 4.3, 1.6, 12.7, 67.6, 167.9, 251.5, 12.0, 0.03416, 0, 0, 0, 0, 0, 0 +total, 346883, 26236, 25094, 25094, 4.8, 1.6, 11.7, 115.6, 173.8, 294.4, 13.0, 0.03152, 0, 0, 0, 0, 0, 0 +total, 374787, 27904, 26730, 26730, 4.3, 1.5, 11.1, 86.8, 147.5, 191.0, 14.0, 0.02962, 0, 1, 8, 8, 0, 2070 +total, 402131, 27344, 26118, 26118, 4.5, 1.7, 9.1, 90.6, 168.7, 290.5, 15.0, 0.02779, 0, 0, 0, 0, 0, 0 +total, 429590, 27459, 26225, 26225, 4.4, 1.9, 11.9, 69.6, 185.3, 296.7, 16.0, 0.02625, 0, 1, 7, 7, 0, 2068 +total, 457494, 27904, 26731, 26731, 4.3, 1.8, 9.2, 62.8, 149.4, 251.5, 17.0, 0.02470, 0, 0, 0, 0, 0, 0 +total, 485437, 27943, 26666, 26666, 4.3, 1.4, 8.7, 82.8, 245.6, 345.8, 18.0, 0.02466, 0, 0, 0, 0, 0, 0 +total, 513374, 27937, 26786, 26786, 4.4, 1.6, 12.4, 67.0, 223.1, 267.6, 19.0, 0.02338, 0, 1, 8, 8, 0, 2068 +total, 541820, 28446, 27154, 27154, 4.1, 1.5, 9.6, 59.7, 251.5, 342.1, 20.0, 0.02339, 0, 0, 0, 0, 0, 0 +total, 570142, 28322, 27091, 27091, 4.3, 1.6, 7.4, 103.5, 252.4, 375.1, 21.0, 0.02410, 0, 0, 0, 0, 0, 0 +total, 598398, 28256, 27023, 27023, 4.1, 1.4, 10.9, 73.5, 158.5, 318.5, 22.0, 0.02330, 0, 1, 7, 7, 0, 2068 +total, 626521, 28123, 26952, 26952, 4.5, 1.5, 8.2, 117.6, 236.3, 297.0, 23.0, 0.02236, 0, 0, 0, 0, 0, 0 +total, 654243, 27722, 26516, 26516, 4.3, 1.5, 9.6, 83.1, 135.4, 257.0, 24.0, 0.02146, 0, 1, 6, 6, 0, 2068 +total, 681989, 27746, 26545, 26545, 4.3, 1.6, 9.7, 83.4, 185.1, 322.2, 25.0, 0.02075, 0, 0, 0, 0, 0, 0 +total, 708875, 26886, 25685, 25685, 4.4, 1.3, 8.4, 82.1, 251.3, 376.7, 26.0, 0.02044, 0, 0, 0, 0, 0, 0 +total, 735890, 27015, 25870, 25870, 4.6, 1.5, 11.3, 119.0, 190.7, 342.6, 27.0, 0.01981, 0, 1, 7, 7, 0, 2068 +total, 762057, 26167, 25003, 25003, 4.6, 1.9, 8.9, 100.7, 157.4, 251.9, 28.0, 0.01943, 0, 0, 0, 0, 0, 0 +total, 789656, 27599, 26427, 26427, 4.2, 1.4, 10.6, 77.4, 219.8, 283.9, 29.0, 0.01876, 0, 0, 0, 0, 0, 0 +total, 817038, 27382, 26214, 26214, 4.5, 1.3, 11.5, 87.6, 234.4, 317.5, 30.0, 0.01817, 0, 1, 7, 7, 0, 2068 +total, 817221, 22399, 21909, 21909, 25.6, 4.5, 116.5, 117.7, 123.1, 123.1, 30.0, 0.03877, 0, 0, 0, 0, 0, 0 + + +Results: +Op rate : 27,233 op/s [singletrans: 27,233 op/s] +Partition rate : 26,053 pk/s [singletrans: 26,053 pk/s] +Row rate : 26,053 row/s [singletrans: 26,053 row/s] +Latency mean : 4.4 ms [singletrans: 4.4 ms] +Latency median : 1.6 ms [singletrans: 1.6 ms] +Latency 95th percentile : 10.3 ms [singletrans: 10.3 ms] +Latency 99th percentile : 86.4 ms [singletrans: 86.4 ms] +Latency 99.9th percentile : 192.9 ms [singletrans: 192.9 ms] +Latency max : 376.7 ms [singletrans: 376.7 ms] +Total partitions : 781,808 [singletrans: 781,808] +Total errors : 0 [singletrans: 0] +Total GC count : 11 +Total GC memory : 22.224 GiB +Total GC time : 0.1 seconds +Avg GC time : 7.6 ms +StdDev GC time : 1.5 ms +Total operation time : 00:00:30 + +Improvement over 81 threadCount: 7% +Sleeping for 15s + +Running with 181 threadCount +Running [singletrans] with 181 threads until stderr of mean < 0.02 +type total ops, op/s, pk/s, row/s, mean, med, .95, .99, .999, max, time, stderr, errors, gc: #, max ms, sum ms, sdv ms, mb +total, 21768, 21768, 20815, 20815, 6.7, 2.3, 19.0, 116.9, 281.8, 467.7, 1.0, 0.00000, 0, 0, 0, 0, 0, 0 +total, 50652, 28884, 27647, 27647, 6.3, 1.9, 14.6, 130.2, 254.0, 375.7, 2.0, 0.04393, 0, 0, 0, 0, 0, 0 +total, 79570, 28918, 27704, 27704, 6.1, 1.8, 17.0, 126.9, 254.3, 383.5, 3.0, 0.03524, 0, 1, 7, 7, 0, 2068 +total, 109332, 29762, 28473, 28473, 6.2, 2.1, 26.2, 101.7, 251.8, 329.0, 4.0, 0.02654, 0, 0, 0, 0, 0, 0 +total, 138310, 28978, 27727, 27727, 6.2, 2.2, 18.5, 124.9, 212.7, 252.8, 5.0, 0.03243, 0, 1, 7, 7, 0, 2068 +total, 166772, 28462, 27262, 27262, 6.2, 1.7, 19.0, 126.9, 295.2, 380.1, 6.0, 0.02815, 0, 0, 0, 0, 0, 0 +total, 194737, 27965, 26777, 26777, 6.5, 1.9, 14.8, 137.4, 253.9, 292.3, 7.0, 0.02782, 0, 0, 0, 0, 0, 0 +total, 223365, 28628, 27411, 27411, 6.4, 1.6, 15.9, 124.4, 287.6, 377.2, 8.0, 0.02525, 0, 1, 6, 6, 0, 2068 +total, 251676, 28311, 27090, 27090, 6.3, 2.0, 14.6, 126.9, 251.1, 277.1, 9.0, 0.02512, 0, 0, 0, 0, 0, 0 +total, 280767, 29091, 27814, 27814, 6.3, 2.2, 18.8, 128.2, 252.2, 368.3, 10.0, 0.02335, 0, 1, 7, 7, 0, 2068 +total, 308997, 28230, 26983, 26983, 6.2, 2.1, 23.8, 125.5, 254.8, 359.9, 11.0, 0.02124, 0, 0, 0, 0, 0, 0 +total, 338207, 29210, 27916, 27916, 6.3, 1.5, 18.0, 128.8, 295.2, 336.1, 12.0, 0.01947, 0, 0, 0, 0, 0, 0 +total, 366604, 28397, 27092, 27092, 6.3, 1.9, 19.1, 127.3, 259.8, 367.8, 13.0, 0.01806, 0, 1, 7, 7, 0, 2068 +total, 396175, 29571, 28308, 28308, 6.0, 2.1, 16.6, 127.7, 237.1, 267.8, 14.0, 0.01761, 0, 0, 0, 0, 0, 0 +total, 425374, 29199, 27929, 27929, 6.2, 1.9, 13.7, 129.2, 251.3, 375.9, 15.0, 0.01710, 0, 0, 0, 0, 0, 0 +total, 454952, 29578, 28249, 28249, 6.2, 1.6, 18.6, 126.8, 370.9, 503.1, 16.0, 0.02659, 0, 1, 8, 8, 0, 2068 +total, 484648, 29696, 28466, 28466, 6.0, 1.8, 20.3, 102.2, 251.4, 307.2, 17.0, 0.02516, 0, 0, 0, 0, 0, 0 +total, 513912, 29264, 28019, 28019, 6.2, 1.9, 15.3, 124.6, 333.2, 424.4, 18.0, 0.02480, 0, 1, 7, 7, 0, 2068 +total, 543038, 29126, 27813, 27813, 6.2, 2.2, 18.8, 113.0, 207.0, 306.2, 19.0, 0.02382, 0, 0, 0, 0, 0, 0 +total, 572629, 29591, 28235, 28235, 6.1, 2.2, 16.4, 128.7, 200.5, 375.7, 20.0, 0.02273, 0, 0, 0, 0, 0, 0 +total, 601436, 28807, 27588, 27588, 6.1, 2.3, 16.5, 125.9, 242.0, 280.8, 21.0, 0.02231, 0, 1, 7, 7, 0, 2068 +total, 631300, 29864, 28528, 28528, 6.2, 1.9, 14.5, 129.2, 254.5, 361.5, 22.0, 0.02136, 0, 0, 0, 0, 0, 0 +total, 660920, 29620, 28302, 28302, 6.0, 2.0, 12.3, 129.0, 252.2, 367.5, 23.0, 0.02048, 0, 1, 6, 6, 0, 2068 +total, 690566, 29646, 28379, 28379, 6.0, 1.7, 16.3, 127.5, 252.4, 269.2, 24.0, 0.02007, 0, 0, 0, 0, 0, 0 +total, 719674, 29108, 27852, 27852, 6.3, 1.8, 12.4, 136.7, 305.4, 451.9, 25.0, 0.02051, 0, 0, 0, 0, 0, 0 +total, 748700, 29026, 27763, 27763, 6.2, 2.1, 19.4, 125.4, 175.9, 248.5, 26.0, 0.02054, 0, 1, 7, 7, 0, 2068 +total, 777826, 29126, 27876, 27876, 6.2, 1.9, 19.8, 117.5, 256.4, 425.2, 27.0, 0.02027, 0, 0, 0, 0, 0, 0 +total, 807201, 29375, 28066, 28066, 6.0, 1.9, 19.0, 95.2, 240.3, 342.4, 28.0, 0.01955, 0, 1, 8, 8, 0, 2068 +total, 835472, 28271, 27045, 27045, 6.6, 2.0, 19.3, 129.0, 255.2, 350.5, 29.0, 0.01893, 0, 0, 0, 0, 0, 0 +total, 864229, 28757, 27478, 27478, 6.1, 2.4, 16.8, 93.2, 191.2, 376.2, 30.0, 0.01830, 0, 0, 0, 0, 0, 0 +total, 864489, 30855, 29431, 29431, 33.7, 6.3, 265.2, 287.8, 300.4, 300.4, 30.0, 0.03814, 0, 0, 0, 0, 0, 0 + + +Results: +Op rate : 28,808 op/s [singletrans: 28,808 op/s] +Partition rate : 27,554 pk/s [singletrans: 27,554 pk/s] +Row rate : 27,554 row/s [singletrans: 27,554 row/s] +Latency mean : 6.2 ms [singletrans: 6.2 ms] +Latency median : 2.0 ms [singletrans: 2.0 ms] +Latency 95th percentile : 17.5 ms [singletrans: 17.5 ms] +Latency 99th percentile : 126.3 ms [singletrans: 126.3 ms] +Latency 99.9th percentile : 254.4 ms [singletrans: 254.4 ms] +Latency max : 503.1 ms [singletrans: 503.1 ms] +Total partitions : 826,855 [singletrans: 826,855] +Total errors : 0 [singletrans: 0] +Total GC count : 11 +Total GC memory : 22.214 GiB +Total GC time : 0.1 seconds +Avg GC time : 7.0 ms +StdDev GC time : 0.6 ms +Total operation time : 00:00:30 + +Improvement over 121 threadCount: 6% +Sleeping for 15s + +Running with 271 threadCount +Running [singletrans] with 271 threads until stderr of mean < 0.02 +type total ops, op/s, pk/s, row/s, mean, med, .95, .99, .999, max, time, stderr, errors, gc: #, max ms, sum ms, sdv ms, mb +total, 21800, 21800, 20849, 20849, 9.8, 2.6, 42.3, 148.1, 328.7, 394.8, 1.0, 0.00000, 0, 1, 7, 7, 0, 2068 +total, 51637, 29837, 28485, 28485, 9.0, 3.0, 30.7, 132.8, 266.7, 308.3, 2.0, 0.06293, 0, 0, 0, 0, 0, 0 +total, 81626, 29989, 28719, 28719, 9.2, 2.2, 30.1, 157.2, 368.1, 417.9, 3.0, 0.08435, 0, 0, 0, 0, 0, 0 +total, 111668, 30042, 28783, 28783, 9.0, 2.6, 33.0, 160.8, 280.5, 335.3, 4.0, 0.06321, 0, 1, 6, 6, 0, 2068 +total, 140974, 29306, 27963, 27963, 9.3, 2.5, 31.8, 151.4, 330.6, 407.9, 5.0, 0.05381, 0, 0, 0, 0, 0, 0 +total, 171090, 30116, 28865, 28865, 8.9, 2.4, 36.9, 146.8, 258.1, 289.4, 6.0, 0.04613, 0, 1, 7, 7, 0, 2068 +total, 201246, 30156, 28836, 28836, 8.9, 2.6, 28.2, 143.1, 316.1, 379.6, 7.0, 0.04073, 0, 0, 0, 0, 0, 0 +total, 231457, 30211, 28843, 28843, 8.7, 2.8, 27.7, 132.0, 339.2, 396.9, 8.0, 0.03725, 0, 0, 0, 0, 0, 0 +total, 260132, 28675, 27448, 27448, 9.9, 2.5, 30.0, 183.4, 309.1, 503.8, 9.0, 0.04185, 0, 1, 7, 7, 0, 2068 +total, 290099, 29967, 28657, 28657, 8.7, 1.9, 24.3, 204.7, 377.5, 537.4, 10.0, 0.04989, 0, 0, 0, 0, 0, 0 +total, 319808, 29709, 28375, 28375, 9.3, 3.2, 31.4, 137.8, 298.8, 435.9, 11.0, 0.04551, 0, 1, 6, 6, 0, 2068 +total, 350689, 30881, 29526, 29526, 9.0, 2.4, 34.9, 162.8, 294.9, 502.3, 12.0, 0.04559, 0, 0, 0, 0, 0, 0 +total, 381260, 30571, 29240, 29240, 8.5, 2.7, 31.7, 137.2, 268.2, 320.6, 13.0, 0.04315, 0, 0, 0, 0, 0, 0 +total, 411358, 30098, 28801, 28801, 9.0, 2.6, 32.1, 151.0, 337.4, 400.3, 14.0, 0.04005, 0, 1, 9, 9, 0, 2068 +total, 440396, 29038, 27776, 27776, 9.5, 2.5, 39.4, 160.8, 376.2, 407.6, 15.0, 0.03745, 0, 0, 0, 0, 0, 0 +total, 470283, 29887, 28593, 28593, 9.1, 2.7, 25.8, 195.8, 374.1, 464.0, 16.0, 0.03557, 0, 1, 9, 9, 0, 2068 +total, 500273, 29990, 28774, 28774, 8.9, 2.3, 36.5, 158.2, 309.6, 376.2, 17.0, 0.03363, 0, 0, 0, 0, 0, 0 +total, 530858, 30585, 29227, 29227, 8.7, 2.4, 30.4, 160.6, 350.0, 354.7, 18.0, 0.03200, 0, 0, 0, 0, 0, 0 +total, 557300, 26442, 25316, 25316, 9.9, 2.9, 35.6, 167.9, 254.4, 352.6, 19.0, 0.03202, 0, 1, 13, 13, 0, 2068 +total, 586326, 29026, 27720, 27720, 10.0, 3.3, 39.5, 139.6, 272.1, 414.4, 20.0, 0.03042, 0, 0, 0, 0, 0, 0 +total, 615561, 29235, 27918, 27918, 9.1, 2.5, 36.1, 137.2, 265.9, 346.0, 21.0, 0.02946, 0, 1, 8, 8, 0, 2068 +total, 645741, 30180, 28801, 28801, 9.1, 2.2, 25.6, 153.9, 375.9, 470.5, 22.0, 0.02875, 0, 0, 0, 0, 0, 0 +total, 676315, 30574, 29190, 29190, 8.8, 2.5, 30.6, 135.5, 375.4, 532.4, 23.0, 0.03019, 0, 0, 0, 0, 0, 0 +total, 705396, 29081, 27820, 27820, 9.0, 2.3, 27.6, 137.1, 377.2, 384.0, 24.0, 0.02911, 0, 1, 7, 7, 0, 2068 +total, 735070, 29674, 28399, 28399, 9.4, 2.9, 31.3, 143.9, 310.4, 394.0, 25.0, 0.02799, 0, 0, 0, 0, 0, 0 +total, 764171, 29101, 27888, 27888, 9.0, 2.4, 36.8, 167.1, 312.5, 460.1, 26.0, 0.02699, 0, 0, 0, 0, 0, 0 +total, 793952, 29781, 28486, 28486, 9.5, 2.8, 38.2, 136.4, 347.6, 510.9, 27.0, 0.02690, 0, 1, 7, 7, 0, 2068 +total, 823495, 29543, 28320, 28320, 8.9, 2.4, 31.6, 136.8, 294.4, 388.0, 28.0, 0.02602, 0, 0, 0, 0, 0, 0 +total, 852698, 29203, 27926, 27926, 9.5, 2.1, 38.5, 164.2, 296.5, 356.0, 29.0, 0.02546, 0, 1, 8, 8, 0, 2068 +total, 882118, 29420, 28132, 28132, 8.8, 2.8, 32.0, 130.5, 303.3, 451.7, 30.0, 0.02465, 0, 0, 0, 0, 0, 0 +total, 911760, 29642, 28344, 28344, 9.3, 2.8, 36.9, 151.8, 354.2, 444.3, 31.0, 0.02388, 0, 0, 0, 0, 0, 0 +total, 942228, 30468, 29199, 29199, 8.8, 2.4, 27.9, 136.3, 344.5, 443.0, 32.0, 0.02321, 0, 1, 7, 7, 0, 2068 +total, 973255, 31027, 29610, 29610, 9.0, 2.6, 31.9, 128.9, 312.7, 381.2, 33.0, 0.02252, 0, 0, 0, 0, 0, 0 +total, 1002851, 29596, 28291, 28291, 9.2, 2.6, 39.4, 153.4, 281.8, 376.2, 34.0, 0.02198, 0, 1, 7, 7, 0, 2068 +total, 1032968, 30117, 28777, 28777, 8.7, 2.9, 28.9, 132.4, 310.6, 410.0, 35.0, 0.02135, 0, 0, 0, 0, 0, 0 +total, 1063200, 30232, 28918, 28918, 9.0, 2.5, 32.7, 143.9, 251.8, 345.0, 36.0, 0.02095, 0, 0, 0, 0, 0, 0 +total, 1092340, 29140, 27800, 27800, 9.1, 2.4, 30.1, 142.6, 376.7, 746.1, 37.0, 0.03815, 0, 1, 8, 8, 0, 2068 +total, 1120716, 28376, 27144, 27144, 9.6, 3.2, 25.8, 140.8, 349.2, 553.1, 38.0, 0.03735, 0, 0, 0, 0, 0, 0 +total, 1148553, 27837, 26632, 26632, 9.8, 2.6, 35.9, 169.1, 322.4, 375.7, 39.0, 0.03674, 0, 1, 11, 11, 0, 2068 +total, 1178825, 30272, 28969, 28969, 8.6, 2.2, 27.3, 142.2, 376.4, 378.5, 40.0, 0.03592, 0, 0, 0, 0, 0, 0 +total, 1208671, 29846, 28592, 28592, 9.3, 2.2, 28.2, 218.9, 378.0, 386.7, 41.0, 0.03514, 0, 0, 0, 0, 0, 0 +total, 1236919, 28248, 27039, 27039, 9.7, 2.7, 33.0, 161.2, 376.7, 437.3, 42.0, 0.03434, 0, 1, 10, 10, 0, 2068 +total, 1266574, 29655, 28330, 28330, 9.1, 2.8, 31.6, 159.3, 280.5, 379.3, 43.0, 0.03366, 0, 0, 0, 0, 0, 0 +total, 1295346, 28772, 27521, 27521, 9.3, 2.9, 40.1, 131.9, 261.6, 379.6, 44.0, 0.03307, 0, 1, 7, 7, 0, 2068 +total, 1323765, 28419, 27186, 27186, 9.6, 2.8, 26.3, 167.6, 375.4, 437.3, 45.0, 0.03236, 0, 0, 0, 0, 0, 0 +total, 1352274, 28509, 27245, 27245, 9.6, 2.2, 37.2, 200.3, 319.0, 406.3, 46.0, 0.03175, 0, 0, 0, 0, 0, 0 +total, 1380615, 28341, 27074, 27074, 9.3, 2.8, 39.2, 137.9, 259.8, 375.9, 47.0, 0.03126, 0, 1, 22, 22, 0, 2068 +total, 1409900, 29285, 27962, 27962, 9.4, 2.6, 37.7, 175.4, 385.1, 422.3, 48.0, 0.03062, 0, 0, 0, 0, 0, 0 +total, 1439746, 29846, 28545, 28545, 8.8, 2.7, 32.3, 127.7, 280.8, 379.1, 49.0, 0.03007, 0, 0, 0, 0, 0, 0 +total, 1469233, 29487, 28154, 28154, 9.6, 2.7, 36.0, 160.7, 376.4, 422.6, 50.0, 0.02948, 0, 1, 7, 7, 0, 2068 +total, 1498273, 29040, 27814, 27814, 9.2, 2.7, 34.6, 140.1, 291.5, 370.4, 51.0, 0.02903, 0, 0, 0, 0, 0, 0 +total, 1527243, 28970, 27712, 27712, 9.4, 2.7, 44.5, 150.5, 286.8, 390.9, 52.0, 0.02855, 0, 1, 7, 7, 0, 2068 +total, 1556108, 28865, 27646, 27646, 9.2, 2.2, 34.3, 144.0, 377.5, 501.5, 53.0, 0.02804, 0, 0, 0, 0, 0, 0 +total, 1585351, 29243, 28000, 28000, 9.0, 1.8, 31.9, 163.3, 339.0, 440.4, 54.0, 0.02752, 0, 0, 0, 0, 0, 0 +total, 1614369, 29018, 27756, 27756, 9.3, 2.3, 27.0, 241.6, 391.9, 438.6, 55.0, 0.02702, 0, 1, 8, 8, 0, 2068 +total, 1643165, 28796, 27556, 27556, 9.6, 3.0, 32.8, 192.8, 376.7, 385.1, 56.0, 0.02662, 0, 0, 0, 0, 0, 0 +total, 1672402, 29237, 27983, 27983, 9.0, 2.4, 35.6, 157.3, 257.8, 375.4, 57.0, 0.02624, 0, 1, 9, 9, 0, 2068 +total, 1701350, 28948, 27716, 27716, 9.4, 2.4, 30.2, 167.8, 379.6, 391.1, 58.0, 0.02585, 0, 0, 0, 0, 0, 0 +total, 1730057, 28707, 27470, 27470, 10.0, 2.8, 35.6, 197.0, 375.7, 422.3, 59.0, 0.02543, 0, 0, 0, 0, 0, 0 +total, 1758913, 28856, 27627, 27627, 9.1, 2.4, 41.0, 132.7, 305.1, 410.3, 60.0, 0.02504, 0, 1, 7, 7, 0, 2068 +total, 1787622, 28709, 27490, 27490, 9.2, 2.4, 33.1, 154.7, 283.6, 375.4, 61.0, 0.02472, 0, 0, 0, 0, 0, 0 +total, 1815693, 28071, 26916, 26916, 9.8, 2.5, 32.3, 166.1, 362.5, 427.6, 62.0, 0.02435, 0, 1, 7, 7, 0, 2068 +total, 1844614, 28921, 27680, 27680, 9.4, 2.6, 41.6, 132.1, 267.0, 561.5, 63.0, 0.02428, 0, 0, 0, 0, 0, 0 +total, 1874821, 30207, 28934, 28934, 8.9, 2.5, 30.7, 193.6, 297.5, 399.2, 64.0, 0.02391, 0, 0, 0, 0, 0, 0 +total, 1903123, 28302, 27028, 27028, 8.9, 2.3, 32.0, 158.2, 385.1, 461.6, 65.0, 0.02354, 0, 1, 7, 7, 0, 2068 +total, 1932759, 29636, 28280, 28280, 9.6, 2.9, 33.8, 202.9, 325.1, 388.5, 66.0, 0.02322, 0, 0, 0, 0, 0, 0 +total, 1961351, 28592, 27317, 27317, 9.3, 2.6, 36.2, 156.5, 336.9, 419.7, 67.0, 0.02290, 0, 0, 0, 0, 0, 0 +total, 1990340, 28989, 27767, 27767, 9.6, 2.3, 32.0, 165.3, 288.4, 458.5, 68.0, 0.02255, 0, 1, 12, 12, 0, 2068 +total, 2019904, 29564, 28238, 28238, 9.1, 2.6, 40.1, 145.8, 265.4, 352.1, 69.0, 0.02232, 0, 0, 0, 0, 0, 0 +total, 2049676, 29772, 28486, 28486, 9.0, 3.1, 32.8, 132.3, 256.9, 316.7, 70.0, 0.02215, 0, 1, 7, 7, 0, 2068 +total, 2077991, 28315, 27086, 27086, 9.6, 2.7, 33.9, 160.7, 352.8, 429.9, 71.0, 0.02185, 0, 0, 0, 0, 0, 0 +total, 2107171, 29180, 27940, 27940, 9.4, 2.4, 31.8, 232.9, 359.7, 463.2, 72.0, 0.02154, 0, 0, 0, 0, 0, 0 +total, 2136102, 28931, 27690, 27690, 9.3, 2.6, 35.2, 167.2, 345.5, 395.8, 73.0, 0.02128, 0, 1, 11, 11, 0, 2068 +total, 2163751, 27649, 26379, 26379, 9.3, 2.7, 36.1, 173.3, 364.1, 376.7, 74.0, 0.02111, 0, 0, 0, 0, 0, 0 +total, 2192538, 28787, 27588, 27588, 9.7, 2.5, 35.8, 134.2, 264.4, 343.1, 75.0, 0.02095, 0, 1, 11, 11, 0, 2068 +total, 2222676, 30138, 28840, 28840, 8.9, 2.3, 25.8, 151.0, 453.8, 530.8, 76.0, 0.02089, 0, 0, 0, 0, 0, 0 +total, 2252364, 29688, 28398, 28398, 9.4, 2.7, 26.9, 188.1, 349.7, 548.4, 77.0, 0.02087, 0, 0, 0, 0, 0, 0 +total, 2281164, 28800, 27552, 27552, 9.2, 2.2, 38.0, 136.3, 379.8, 483.4, 78.0, 0.02061, 0, 1, 7, 7, 0, 2068 +total, 2311410, 30246, 28901, 28901, 8.8, 2.7, 34.7, 131.0, 265.3, 363.1, 79.0, 0.02039, 0, 0, 0, 0, 0, 0 +total, 2340765, 29355, 28114, 28114, 9.8, 2.4, 38.7, 189.9, 299.9, 400.6, 80.0, 0.02015, 0, 1, 8, 8, 0, 2068 +total, 2370013, 29248, 28011, 28011, 8.9, 2.4, 32.3, 146.4, 253.0, 379.1, 81.0, 0.01995, 0, 0, 0, 0, 0, 0 +total, 2370362, 32982, 31848, 31848, 44.2, 15.3, 205.3, 206.0, 210.1, 210.1, 81.0, 0.02365, 0, 0, 0, 0, 0, 0 + + +Results: +Op rate : 29,260 op/s [singletrans: 29,260 op/s] +Partition rate : 27,987 pk/s [singletrans: 27,987 pk/s] +Row rate : 27,987 row/s [singletrans: 27,987 row/s] +Latency mean : 9.2 ms [singletrans: 9.2 ms] +Latency median : 2.6 ms [singletrans: 2.6 ms] +Latency 95th percentile : 33.0 ms [singletrans: 33.0 ms] +Latency 99th percentile : 153.4 ms [singletrans: 153.4 ms] +Latency 99.9th percentile : 335.0 ms [singletrans: 335.0 ms] +Latency max : 746.1 ms [singletrans: 746.1 ms] +Total partitions : 2,267,260 [singletrans: 2,267,260] +Total errors : 0 [singletrans: 0] +Total GC count : 32 +Total GC memory : 64.624 GiB +Total GC time : 0.3 seconds +Avg GC time : 8.6 ms +StdDev GC time : 3.0 ms +Total operation time : 00:01:21 + +Improvement over 181 threadCount: 2% +Sleeping for 15s + +Running with 406 threadCount +Running [singletrans] with 406 threads until stderr of mean < 0.02 +type total ops, op/s, pk/s, row/s, mean, med, .95, .99, .999, max, time, stderr, errors, gc: #, max ms, sum ms, sdv ms, mb +total, 21070, 21070, 20204, 20204, 12.8, 3.9, 63.0, 174.1, 295.2, 324.3, 1.0, 0.00000, 0, 0, 0, 0, 0, 0 +total, 51284, 30214, 28881, 28881, 13.0, 2.7, 51.0, 225.3, 401.6, 470.8, 2.0, 0.20655, 0, 1, 8, 8, 0, 2067 +total, 82044, 30760, 29373, 29373, 13.0, 2.7, 56.5, 179.3, 385.9, 548.9, 3.0, 0.17088, 0, 0, 0, 0, 0, 0 +total, 111228, 29184, 27896, 27896, 14.3, 3.1, 73.6, 266.6, 501.7, 620.2, 4.0, 0.14671, 0, 0, 0, 0, 0, 0 +total, 140977, 29749, 28428, 28428, 13.1, 2.5, 42.7, 255.9, 417.1, 506.7, 5.0, 0.11674, 0, 1, 7, 7, 0, 2067 +total, 171613, 30636, 29285, 29285, 13.7, 3.2, 57.0, 260.6, 381.7, 501.7, 6.0, 0.09679, 0, 0, 0, 0, 0, 0 +total, 200942, 29329, 28062, 28062, 13.2, 3.4, 55.8, 229.0, 386.9, 470.8, 7.0, 0.08413, 0, 1, 7, 7, 0, 2064 +total, 230275, 29333, 28011, 28011, 13.9, 2.8, 51.3, 362.0, 501.7, 629.1, 8.0, 0.08056, 0, 0, 0, 0, 0, 0 +total, 261023, 30748, 29381, 29381, 14.0, 2.7, 70.5, 283.6, 429.9, 548.9, 9.0, 0.07169, 0, 0, 0, 0, 0, 0 +total, 290663, 29640, 28329, 28329, 13.5, 2.2, 46.5, 254.9, 378.3, 512.0, 10.0, 0.06468, 0, 1, 8, 8, 0, 2064 +total, 321069, 30406, 29038, 29038, 13.5, 2.9, 59.0, 235.7, 402.9, 467.1, 11.0, 0.05961, 0, 0, 0, 0, 0, 0 +total, 351424, 30355, 28994, 28994, 12.8, 2.5, 59.5, 202.5, 392.7, 414.2, 12.0, 0.05680, 0, 1, 8, 8, 0, 2064 +total, 381229, 29805, 28548, 28548, 13.7, 3.1, 65.3, 256.9, 416.5, 521.9, 13.0, 0.05236, 0, 0, 0, 0, 0, 0 +total, 410633, 29404, 28085, 28085, 14.0, 2.9, 50.0, 292.3, 501.2, 504.1, 14.0, 0.04873, 0, 0, 0, 0, 0, 0 +total, 440196, 29563, 28234, 28234, 13.6, 3.0, 63.3, 270.5, 401.3, 483.4, 15.0, 0.04581, 0, 1, 8, 8, 0, 2068 +total, 469988, 29792, 28468, 28468, 13.7, 2.7, 47.2, 278.1, 391.1, 481.3, 16.0, 0.04318, 0, 0, 0, 0, 0, 0 +total, 499710, 29722, 28463, 28463, 14.0, 3.0, 61.3, 256.2, 377.0, 441.7, 17.0, 0.04144, 0, 1, 7, 7, 0, 2064 +total, 529152, 29442, 28191, 28191, 13.7, 3.1, 58.9, 277.9, 381.4, 462.4, 18.0, 0.03958, 0, 0, 0, 0, 0, 0 +total, 557957, 28805, 27572, 27572, 13.8, 3.2, 59.8, 255.9, 379.8, 619.2, 19.0, 0.03944, 0, 0, 0, 0, 0, 0 +total, 586818, 28861, 27652, 27652, 14.6, 3.1, 71.0, 257.7, 412.6, 634.4, 20.0, 0.03978, 0, 1, 9, 9, 0, 2065 +total, 616325, 29507, 28198, 28198, 13.2, 2.8, 54.4, 257.2, 396.9, 554.7, 21.0, 0.03792, 0, 0, 0, 0, 0, 0 +total, 645743, 29418, 28143, 28143, 14.7, 2.9, 76.7, 276.6, 380.9, 523.2, 22.0, 0.03620, 0, 1, 8, 8, 0, 2068 +total, 676222, 30479, 29124, 29124, 12.4, 3.4, 50.9, 211.6, 378.0, 494.7, 23.0, 0.03466, 0, 0, 0, 0, 0, 0 +total, 705349, 29127, 27844, 27844, 14.2, 3.3, 76.3, 256.1, 408.9, 500.7, 24.0, 0.03336, 0, 0, 0, 0, 0, 0 +total, 734267, 28918, 27676, 27676, 14.4, 2.8, 68.7, 254.8, 448.3, 572.5, 25.0, 0.03215, 0, 1, 7, 7, 0, 2064 +total, 762612, 28345, 27085, 27085, 13.3, 2.8, 48.1, 251.1, 492.3, 584.1, 26.0, 0.03104, 0, 0, 0, 0, 0, 0 +total, 791398, 28786, 27478, 27478, 14.6, 2.8, 60.7, 282.3, 501.7, 539.0, 27.0, 0.02988, 0, 0, 0, 0, 0, 0 +total, 820059, 28661, 27410, 27410, 13.8, 2.9, 58.4, 261.8, 396.1, 483.7, 28.0, 0.02915, 0, 1, 8, 8, 0, 2064 +total, 850514, 30455, 29168, 29168, 14.2, 3.3, 65.3, 258.2, 385.1, 521.1, 29.0, 0.02813, 0, 0, 0, 0, 0, 0 +total, 878516, 28002, 26843, 26843, 13.6, 3.3, 59.2, 208.4, 340.8, 461.1, 30.0, 0.02782, 0, 1, 8, 8, 0, 2064 +total, 907451, 28935, 27689, 27689, 14.6, 3.5, 65.5, 247.2, 420.7, 501.5, 31.0, 0.02702, 0, 0, 0, 0, 0, 0 +total, 936119, 28668, 27377, 27377, 13.6, 3.6, 42.7, 251.8, 455.1, 538.4, 32.0, 0.02617, 0, 0, 0, 0, 0, 0 +total, 963994, 27875, 26597, 26597, 15.5, 3.3, 94.2, 255.1, 380.9, 599.8, 33.0, 0.02558, 0, 1, 12, 12, 0, 2064 +total, 993420, 29426, 28134, 28134, 12.8, 2.8, 51.1, 199.9, 426.2, 504.4, 34.0, 0.02488, 0, 0, 0, 0, 0, 0 +total, 1022681, 29261, 27936, 27936, 14.4, 3.8, 69.1, 257.0, 376.7, 451.9, 35.0, 0.02455, 0, 1, 8, 8, 0, 2067 +total, 1052833, 30152, 28883, 28883, 13.9, 2.7, 63.7, 230.9, 386.7, 436.5, 36.0, 0.02420, 0, 0, 0, 0, 0, 0 +total, 1082388, 29555, 28271, 28271, 12.7, 2.2, 53.5, 193.2, 517.5, 628.1, 37.0, 0.02468, 0, 0, 0, 0, 0, 0 +total, 1111761, 29373, 28050, 28050, 14.3, 2.6, 71.3, 264.0, 436.2, 573.6, 38.0, 0.02415, 0, 1, 8, 8, 0, 2064 +total, 1140784, 29023, 27753, 27753, 13.9, 3.4, 45.2, 257.4, 405.0, 476.1, 39.0, 0.02374, 0, 0, 0, 0, 0, 0 +total, 1170325, 29541, 28278, 28278, 14.2, 3.0, 75.6, 255.2, 377.0, 438.6, 40.0, 0.02350, 0, 1, 7, 7, 0, 2064 +total, 1199967, 29642, 28299, 28299, 12.8, 2.8, 47.0, 224.8, 503.1, 545.3, 41.0, 0.02294, 0, 0, 0, 0, 0, 0 +total, 1229447, 29480, 28202, 28202, 13.6, 2.9, 46.2, 276.3, 501.0, 585.6, 42.0, 0.02262, 0, 0, 0, 0, 0, 0 +total, 1257840, 28393, 27115, 27115, 14.8, 2.8, 72.7, 283.4, 386.4, 488.9, 43.0, 0.02226, 0, 1, 8, 8, 0, 2066 +total, 1287227, 29387, 28132, 28132, 13.5, 3.1, 53.1, 252.2, 460.3, 596.1, 44.0, 0.02205, 0, 0, 0, 0, 0, 0 +total, 1316508, 29281, 28041, 28041, 14.2, 2.8, 68.2, 261.4, 390.6, 507.5, 45.0, 0.02160, 0, 0, 0, 0, 0, 0 +total, 1346092, 29584, 28233, 28233, 13.7, 3.0, 67.6, 253.2, 379.3, 465.8, 46.0, 0.02129, 0, 1, 8, 8, 0, 2066 +total, 1375469, 29377, 28092, 28092, 13.9, 3.1, 60.2, 261.9, 502.0, 567.8, 47.0, 0.02091, 0, 0, 0, 0, 0, 0 +total, 1404480, 29011, 27786, 27786, 14.1, 3.1, 73.3, 244.2, 502.8, 529.8, 48.0, 0.02047, 0, 1, 7, 7, 0, 2066 +total, 1434768, 30288, 28965, 28965, 12.7, 2.7, 62.4, 176.8, 377.5, 402.4, 49.0, 0.02045, 0, 0, 0, 0, 0, 0 +total, 1464596, 29828, 28525, 28525, 14.4, 2.8, 77.1, 258.1, 427.0, 606.1, 50.0, 0.02047, 0, 0, 0, 0, 0, 0 +total, 1493269, 28673, 27395, 27395, 13.5, 2.7, 62.3, 256.8, 393.0, 455.1, 51.0, 0.02033, 0, 1, 7, 7, 0, 2066 +total, 1523153, 29884, 28631, 28631, 13.6, 2.8, 55.8, 244.3, 475.0, 612.4, 52.0, 0.02042, 0, 0, 0, 0, 0, 0 +total, 1552564, 29411, 28115, 28115, 14.4, 3.3, 66.2, 252.2, 465.6, 569.4, 53.0, 0.02009, 0, 1, 8, 8, 0, 2066 +total, 1581829, 29265, 27917, 27917, 13.3, 3.0, 52.4, 252.7, 377.0, 643.3, 54.0, 0.02044, 0, 0, 0, 0, 0, 0 +total, 1610937, 29108, 27843, 27843, 14.0, 2.9, 58.1, 272.4, 388.5, 489.7, 55.0, 0.02016, 0, 0, 0, 0, 0, 0 +total, 1636159, 25222, 24163, 24163, 16.1, 3.3, 69.2, 305.9, 421.8, 482.1, 56.0, 0.02025, 0, 1, 9, 9, 0, 2066 +total, 1659646, 23487, 22443, 22443, 17.8, 3.6, 64.4, 317.5, 513.3, 591.4, 57.0, 0.01996, 0, 0, 0, 0, 0, 0 +total, 1660274, 24574, 23400, 23400, 38.1, 27.2, 202.9, 203.7, 204.6, 318.8, 57.0, 0.02689, 0, 0, 0, 0, 0, 0 + + +Results: +Op rate : 29,115 op/s [singletrans: 29,115 op/s] +Partition rate : 27,839 pk/s [singletrans: 27,839 pk/s] +Row rate : 27,839 row/s [singletrans: 27,839 row/s] +Latency mean : 13.9 ms [singletrans: 13.9 ms] +Latency median : 3.0 ms [singletrans: 3.0 ms] +Latency 95th percentile : 60.3 ms [singletrans: 60.3 ms] +Latency 99th percentile : 256.0 ms [singletrans: 256.0 ms] +Latency 99.9th percentile : 415.5 ms [singletrans: 415.5 ms] +Latency max : 643.3 ms [singletrans: 643.3 ms] +Total partitions : 1,587,527 [singletrans: 1,587,527] +Total errors : 0 [singletrans: 0] +Total GC count : 22 +Total GC memory : 44.373 GiB +Total GC time : 0.2 seconds +Avg GC time : 8.0 ms +StdDev GC time : 1.1 ms +Total operation time : 00:00:57 + +Improvement over 271 threadCount: -0% +Sleeping for 15s + +Running with 609 threadCount +Running [singletrans] with 609 threads until stderr of mean < 0.02 +type total ops, op/s, pk/s, row/s, mean, med, .95, .99, .999, max, time, stderr, errors, gc: #, max ms, sum ms, sdv ms, mb +total, 9882, 9882, 9434, 9434, 28.7, 10.0, 197.7, 246.7, 362.3, 378.8, 1.0, 0.00000, 0, 0, 0, 0, 0, 0 +total, 35565, 25683, 24575, 24575, 25.1, 5.7, 163.4, 332.4, 473.2, 506.2, 2.0, 0.37645, 0, 1, 9, 9, 0, 2065 +total, 61504, 25939, 24829, 24829, 22.5, 4.1, 126.5, 323.0, 396.6, 410.0, 3.0, 0.23991, 0, 0, 0, 0, 0, 0 +total, 87435, 25931, 24820, 24820, 24.0, 4.1, 132.8, 383.3, 502.3, 591.9, 4.0, 0.20057, 0, 0, 0, 0, 0, 0 +total, 114091, 26656, 25494, 25494, 22.2, 4.9, 113.1, 377.2, 391.9, 503.6, 5.0, 0.15829, 0, 1, 9, 9, 0, 2065 +total, 140333, 26242, 25147, 25147, 23.1, 4.3, 132.6, 378.3, 502.5, 613.9, 6.0, 0.13988, 0, 0, 0, 0, 0, 0 +total, 166518, 26185, 25091, 25091, 23.9, 3.9, 132.5, 312.2, 508.6, 660.1, 7.0, 0.13037, 0, 0, 0, 0, 0, 0 +total, 192981, 26463, 25342, 25342, 23.0, 4.7, 114.3, 282.6, 501.5, 594.5, 8.0, 0.11383, 0, 1, 9, 9, 0, 2062 +total, 219808, 26827, 25639, 25639, 22.8, 4.4, 133.3, 289.4, 413.1, 510.1, 9.0, 0.10123, 0, 0, 0, 0, 0, 0 +total, 248050, 28242, 26999, 26999, 20.5, 4.1, 128.0, 266.7, 387.7, 574.6, 10.0, 0.09132, 0, 0, 0, 0, 0, 0 +total, 275677, 27627, 26469, 26469, 23.0, 4.3, 132.6, 258.6, 404.0, 422.3, 11.0, 0.08510, 0, 1, 10, 10, 0, 2061 +total, 304094, 28417, 27163, 27163, 19.5, 3.6, 105.6, 325.6, 389.5, 562.6, 12.0, 0.07810, 0, 0, 0, 0, 0, 0 +total, 332593, 28499, 27282, 27282, 23.5, 4.3, 130.5, 375.9, 509.1, 717.2, 13.0, 0.08770, 0, 0, 0, 0, 0, 0 +total, 357924, 25331, 24292, 24292, 23.9, 4.6, 140.5, 331.1, 383.5, 442.8, 14.0, 0.08445, 0, 1, 10, 10, 0, 2063 +total, 385780, 27856, 26622, 26622, 21.6, 3.9, 129.2, 284.7, 503.1, 508.0, 15.0, 0.07903, 0, 0, 0, 0, 0, 0 +total, 412901, 27121, 25918, 25918, 22.2, 4.0, 134.5, 269.7, 511.4, 513.0, 16.0, 0.07437, 0, 1, 8, 8, 0, 2061 +total, 440568, 27667, 26459, 26459, 21.1, 3.8, 130.0, 282.3, 502.5, 610.8, 17.0, 0.07020, 0, 0, 0, 0, 0, 0 +total, 467950, 27382, 26186, 26186, 23.8, 4.6, 135.8, 308.8, 378.8, 502.8, 18.0, 0.06665, 0, 0, 0, 0, 0, 0 +total, 496144, 28194, 27001, 27001, 20.6, 4.1, 124.2, 257.9, 292.6, 414.4, 19.0, 0.06443, 0, 1, 8, 8, 0, 2062 +total, 523329, 27185, 25974, 25974, 21.9, 3.4, 129.2, 332.1, 392.4, 687.9, 20.0, 0.06418, 0, 0, 0, 0, 0, 0 +total, 551247, 27918, 26711, 26711, 23.2, 3.5, 106.8, 388.0, 519.6, 603.5, 21.0, 0.06117, 0, 0, 0, 0, 0, 0 +total, 578233, 26986, 25803, 25803, 21.5, 3.9, 104.8, 302.0, 539.5, 575.7, 22.0, 0.05829, 0, 1, 9, 9, 0, 2063 +total, 606298, 28065, 26816, 26816, 22.6, 4.5, 133.4, 286.5, 408.7, 413.1, 23.0, 0.05697, 0, 0, 0, 0, 0, 0 +total, 634903, 28605, 27373, 27373, 21.0, 3.1, 122.3, 379.1, 440.9, 512.8, 24.0, 0.05464, 0, 1, 9, 9, 0, 2061 +total, 662484, 27581, 26362, 26362, 21.4, 4.5, 130.4, 276.8, 405.0, 516.9, 25.0, 0.05258, 0, 0, 0, 0, 0, 0 +total, 690678, 28194, 26997, 26997, 21.8, 5.0, 143.3, 376.7, 395.1, 458.2, 26.0, 0.05103, 0, 0, 0, 0, 0, 0 +total, 716950, 26272, 25132, 25132, 23.0, 4.3, 133.0, 278.9, 383.3, 507.2, 27.0, 0.04947, 0, 1, 9, 9, 0, 2062 +total, 745285, 28335, 27161, 27161, 22.4, 4.1, 138.1, 275.8, 330.0, 392.7, 28.0, 0.04863, 0, 0, 0, 0, 0, 0 +total, 773677, 28392, 27146, 27146, 22.1, 3.7, 121.6, 296.7, 445.6, 551.0, 29.0, 0.04690, 0, 0, 0, 0, 0, 0 +total, 801890, 28213, 27021, 27021, 19.7, 4.1, 109.8, 262.5, 338.7, 475.8, 30.0, 0.04555, 0, 1, 9, 9, 0, 2061 +total, 830687, 28797, 27539, 27539, 22.0, 4.2, 130.8, 294.1, 502.5, 615.0, 31.0, 0.04454, 0, 0, 0, 0, 0, 0 +total, 858634, 27947, 26716, 26716, 22.4, 3.4, 132.8, 334.5, 402.1, 477.1, 32.0, 0.04338, 0, 1, 9, 9, 0, 2062 +total, 886937, 28303, 27017, 27017, 20.2, 3.9, 128.6, 266.6, 442.8, 502.0, 33.0, 0.04213, 0, 0, 0, 0, 0, 0 +total, 914984, 28047, 26833, 26833, 21.9, 4.1, 123.2, 283.6, 390.9, 412.9, 34.0, 0.04149, 0, 0, 0, 0, 0, 0 +total, 942609, 27625, 26412, 26412, 22.8, 4.7, 135.4, 297.0, 403.2, 425.2, 35.0, 0.04084, 0, 1, 10, 10, 0, 2060 +total, 970581, 27972, 26740, 26740, 21.1, 4.0, 127.7, 270.5, 377.5, 395.6, 36.0, 0.04034, 0, 0, 0, 0, 0, 0 +total, 998544, 27963, 26752, 26752, 22.8, 3.9, 133.1, 328.7, 504.6, 571.5, 37.0, 0.03926, 0, 0, 0, 0, 0, 0 +total, 1027340, 28796, 27551, 27551, 20.6, 3.9, 130.7, 266.2, 378.3, 505.4, 38.0, 0.03822, 0, 1, 9, 9, 0, 2061 +total, 1056429, 29089, 27788, 27788, 21.3, 3.5, 123.7, 381.4, 504.1, 532.9, 39.0, 0.03722, 0, 0, 0, 0, 0, 0 +total, 1084525, 28096, 26864, 26864, 21.8, 3.9, 112.0, 380.4, 502.3, 570.9, 40.0, 0.03630, 0, 1, 8, 8, 0, 2059 +total, 1113667, 29142, 27903, 27903, 19.9, 3.6, 103.0, 311.4, 474.0, 539.0, 41.0, 0.03540, 0, 0, 0, 0, 0, 0 +total, 1144036, 30369, 29105, 29105, 19.5, 3.8, 121.0, 292.3, 406.8, 509.1, 42.0, 0.03454, 0, 0, 0, 0, 0, 0 +total, 1173000, 28964, 27687, 27687, 21.3, 3.6, 126.1, 313.5, 403.2, 506.7, 43.0, 0.03373, 0, 1, 9, 9, 0, 2060 +total, 1202538, 29538, 28276, 28276, 20.9, 3.5, 122.8, 326.1, 503.1, 716.7, 44.0, 0.03667, 0, 0, 0, 0, 0, 0 +total, 1232255, 29717, 28446, 28446, 21.6, 3.9, 128.5, 300.4, 489.4, 497.3, 45.0, 0.03587, 0, 1, 8, 8, 0, 2060 +total, 1261919, 29664, 28386, 28386, 18.5, 3.6, 95.7, 285.2, 396.1, 505.9, 46.0, 0.03508, 0, 0, 0, 0, 0, 0 +total, 1291191, 29272, 28030, 28030, 22.5, 4.3, 127.7, 286.0, 503.6, 622.9, 47.0, 0.03469, 0, 0, 0, 0, 0, 0 +total, 1320390, 29199, 27910, 27910, 19.7, 3.6, 113.4, 311.2, 394.0, 473.4, 48.0, 0.03406, 0, 1, 8, 8, 0, 2062 +total, 1349566, 29176, 27946, 27946, 19.9, 3.6, 113.5, 294.9, 501.2, 785.4, 49.0, 0.04102, 0, 0, 0, 0, 0, 0 +total, 1379650, 30084, 28806, 28806, 21.9, 4.4, 128.6, 380.1, 508.8, 592.4, 50.0, 0.04023, 0, 0, 0, 0, 0, 0 +total, 1407760, 28110, 26863, 26863, 21.4, 4.5, 131.5, 282.1, 379.6, 876.1, 51.0, 0.06187, 0, 1, 7, 7, 0, 2062 +total, 1437702, 29942, 28645, 28645, 19.9, 3.4, 112.7, 380.6, 503.8, 593.5, 52.0, 0.06058, 0, 0, 0, 0, 0, 0 +total, 1467454, 29752, 28500, 28500, 21.5, 4.0, 143.9, 296.2, 503.8, 757.1, 53.0, 0.06067, 0, 1, 8, 8, 0, 2062 +total, 1497009, 29555, 28271, 28271, 19.3, 3.5, 98.5, 287.6, 507.0, 583.0, 54.0, 0.05948, 0, 0, 0, 0, 0, 0 +total, 1526362, 29353, 28050, 28050, 21.1, 3.3, 119.7, 379.6, 445.4, 534.2, 55.0, 0.05846, 0, 0, 0, 0, 0, 0 +total, 1556760, 30398, 29041, 29041, 20.9, 3.7, 119.1, 272.1, 394.3, 453.8, 56.0, 0.05766, 0, 1, 13, 13, 0, 2062 +total, 1583923, 27163, 25956, 25956, 21.0, 4.0, 128.8, 276.8, 385.6, 396.9, 57.0, 0.05724, 0, 0, 0, 0, 0, 0 +total, 1613345, 29422, 28157, 28157, 21.6, 3.8, 119.5, 391.4, 526.9, 883.4, 58.0, 0.07085, 0, 1, 8, 8, 0, 2062 +total, 1642726, 29381, 28095, 28095, 20.4, 4.0, 135.0, 280.5, 412.4, 413.1, 59.0, 0.07012, 0, 0, 0, 0, 0, 0 +total, 1671684, 28958, 27694, 27694, 20.7, 4.0, 125.3, 289.9, 384.8, 440.7, 60.0, 0.06936, 0, 0, 0, 0, 0, 0 +total, 1701203, 29519, 28271, 28271, 20.5, 3.6, 120.8, 380.6, 502.8, 597.7, 61.0, 0.06815, 0, 1, 7, 7, 0, 2062 +total, 1730669, 29466, 28203, 28203, 21.3, 3.8, 128.2, 295.7, 416.3, 500.7, 62.0, 0.06723, 0, 0, 0, 0, 0, 0 +total, 1759833, 29164, 27942, 27942, 20.8, 3.4, 124.1, 318.2, 505.7, 569.4, 63.0, 0.06617, 0, 1, 8, 8, 0, 2062 +total, 1789557, 29724, 28451, 28451, 20.4, 3.6, 122.3, 269.2, 408.2, 461.1, 64.0, 0.06540, 0, 0, 0, 0, 0, 0 +total, 1820758, 31201, 29867, 29867, 20.1, 3.8, 88.6, 342.1, 455.3, 769.7, 65.0, 0.06516, 0, 0, 0, 0, 0, 0 +total, 1849557, 28799, 27537, 27537, 20.7, 3.6, 130.5, 262.3, 365.4, 490.7, 66.0, 0.06441, 0, 1, 8, 8, 0, 2062 +total, 1879568, 30011, 28627, 28627, 19.0, 3.3, 115.6, 295.7, 407.9, 504.6, 67.0, 0.06359, 0, 0, 0, 0, 0, 0 +total, 1908367, 28799, 27552, 27552, 22.8, 3.3, 136.4, 390.9, 515.6, 643.3, 68.0, 0.06255, 0, 1, 8, 8, 0, 2062 +total, 1937476, 29109, 27831, 27831, 19.8, 4.0, 112.7, 281.8, 502.3, 547.9, 69.0, 0.06171, 0, 0, 0, 0, 0, 0 +total, 1967339, 29863, 28559, 28559, 21.8, 4.2, 126.2, 381.9, 500.7, 724.6, 70.0, 0.06087, 0, 0, 0, 0, 0, 0 +total, 1997150, 29811, 28547, 28547, 20.0, 4.5, 125.9, 255.9, 299.1, 329.0, 71.0, 0.06053, 0, 1, 7, 7, 0, 2062 +total, 2025730, 28580, 27332, 27332, 21.3, 4.5, 127.1, 277.1, 378.5, 470.0, 72.0, 0.05995, 0, 0, 0, 0, 0, 0 +total, 2055107, 29377, 28064, 28064, 20.6, 4.0, 128.5, 279.7, 386.1, 395.6, 73.0, 0.05950, 0, 1, 8, 8, 0, 2062 +total, 2084218, 29111, 27827, 27827, 20.5, 3.9, 129.6, 269.2, 400.0, 515.9, 74.0, 0.05882, 0, 0, 0, 0, 0, 0 +total, 2114347, 30129, 28849, 28849, 18.2, 3.3, 115.1, 261.9, 517.7, 642.8, 75.0, 0.05794, 0, 0, 0, 0, 0, 0 +total, 2144067, 29720, 28382, 28382, 23.1, 4.0, 137.6, 377.2, 511.4, 752.4, 76.0, 0.05743, 0, 1, 7, 7, 0, 2062 +total, 2173176, 29109, 27793, 27793, 19.8, 3.1, 88.5, 376.4, 385.9, 628.6, 77.0, 0.05662, 0, 0, 0, 0, 0, 0 +total, 2203420, 30244, 28929, 28929, 21.4, 4.0, 132.7, 308.8, 432.3, 524.6, 78.0, 0.05596, 0, 0, 0, 0, 0, 0 +total, 2231777, 28357, 27158, 27158, 20.3, 3.8, 112.1, 299.9, 428.6, 491.8, 79.0, 0.05545, 0, 1, 7, 7, 0, 2062 +total, 2259906, 28129, 26926, 26926, 23.1, 5.3, 138.8, 302.0, 385.9, 488.1, 80.0, 0.05496, 0, 0, 0, 0, 0, 0 +total, 2288163, 28257, 26964, 26964, 20.7, 4.3, 103.4, 259.5, 386.7, 422.1, 81.0, 0.05460, 0, 1, 11, 11, 0, 2062 +total, 2317039, 28876, 27598, 27598, 20.0, 3.7, 103.4, 300.4, 510.9, 515.1, 82.0, 0.05404, 0, 0, 0, 0, 0, 0 +total, 2346713, 29674, 28383, 28383, 21.6, 3.5, 124.3, 379.3, 502.5, 559.4, 83.0, 0.05341, 0, 0, 0, 0, 0, 0 +total, 2375231, 28518, 27256, 27256, 20.4, 3.8, 114.2, 254.0, 488.1, 597.2, 84.0, 0.05275, 0, 1, 7, 7, 0, 2062 +total, 2404540, 29309, 28046, 28046, 20.8, 3.6, 114.2, 379.6, 423.4, 631.8, 85.0, 0.05207, 0, 0, 0, 0, 0, 0 +total, 2432653, 28113, 26839, 26839, 23.4, 3.9, 132.8, 376.7, 505.2, 591.9, 86.0, 0.05146, 0, 1, 7, 7, 0, 2062 +total, 2460517, 27864, 26649, 26649, 20.7, 3.5, 116.5, 275.3, 504.4, 556.8, 87.0, 0.05093, 0, 0, 0, 0, 0, 0 +total, 2488372, 27855, 26647, 26647, 21.0, 3.4, 111.2, 329.0, 504.1, 524.8, 88.0, 0.05047, 0, 0, 0, 0, 0, 0 +total, 2517062, 28690, 27473, 27473, 21.3, 3.6, 135.0, 319.0, 504.1, 547.9, 89.0, 0.04995, 0, 1, 7, 7, 0, 2062 +total, 2545604, 28542, 27355, 27355, 21.5, 3.7, 110.5, 379.3, 508.8, 596.1, 90.0, 0.04938, 0, 0, 0, 0, 0, 0 +total, 2574455, 28851, 27625, 27625, 21.9, 4.6, 139.7, 378.5, 434.9, 501.7, 91.0, 0.04895, 0, 0, 0, 0, 0, 0 +total, 2602660, 28205, 26909, 26909, 22.0, 4.5, 131.9, 286.0, 399.2, 464.5, 92.0, 0.04860, 0, 1, 8, 8, 0, 2062 +total, 2630257, 27597, 26424, 26424, 21.1, 4.5, 134.7, 272.9, 379.6, 380.1, 93.0, 0.04841, 0, 0, 0, 0, 0, 0 +total, 2658244, 27987, 26770, 26770, 22.2, 4.0, 103.3, 380.4, 503.6, 505.9, 94.0, 0.04801, 0, 1, 8, 8, 0, 2062 +total, 2687050, 28806, 27516, 27516, 19.5, 4.0, 132.4, 285.7, 429.9, 506.7, 95.0, 0.04760, 0, 0, 0, 0, 0, 0 +total, 2715631, 28581, 27331, 27331, 22.2, 3.8, 133.8, 384.6, 505.4, 632.8, 96.0, 0.04706, 0, 0, 0, 0, 0, 0 +total, 2742993, 27362, 26211, 26211, 21.8, 3.5, 127.1, 278.1, 509.6, 556.8, 97.0, 0.04662, 0, 1, 8, 8, 0, 2062 +total, 2772183, 29190, 27860, 27860, 21.8, 3.8, 136.7, 346.6, 626.5, 728.2, 98.0, 0.04625, 0, 0, 0, 0, 0, 0 +total, 2800102, 27919, 26684, 26684, 22.0, 3.6, 129.4, 293.6, 627.0, 748.7, 99.0, 0.04592, 0, 0, 0, 0, 0, 0 +total, 2828482, 28380, 27165, 27165, 21.6, 4.2, 130.5, 261.9, 479.7, 524.6, 100.0, 0.04554, 0, 1, 7, 7, 0, 2062 +total, 2856073, 27591, 26365, 26365, 21.6, 4.1, 117.0, 352.6, 493.9, 497.0, 101.0, 0.04522, 0, 0, 0, 0, 0, 0 +total, 2883346, 27273, 26044, 26044, 22.4, 4.0, 122.0, 377.7, 440.7, 491.3, 102.0, 0.04493, 0, 1, 8, 8, 0, 2062 +total, 2911860, 28514, 27220, 27220, 21.2, 3.9, 141.2, 269.2, 502.3, 509.9, 103.0, 0.04458, 0, 0, 0, 0, 0, 0 +total, 2938440, 26580, 25434, 25434, 22.1, 4.1, 128.6, 390.9, 595.1, 697.3, 104.0, 0.04411, 0, 0, 0, 0, 0, 0 +total, 2966540, 28100, 26953, 26953, 21.9, 3.5, 127.8, 364.9, 416.3, 756.5, 105.0, 0.04389, 0, 1, 13, 13, 0, 2062 +total, 2994001, 27461, 26274, 26274, 22.0, 4.6, 109.0, 383.8, 523.2, 538.4, 106.0, 0.04355, 0, 0, 0, 0, 0, 0 +total, 3022342, 28341, 27136, 27136, 21.8, 4.3, 128.7, 340.5, 381.9, 425.5, 107.0, 0.04334, 0, 0, 0, 0, 0, 0 +total, 3049996, 27654, 26465, 26465, 21.2, 4.1, 127.3, 334.0, 397.1, 443.3, 108.0, 0.04312, 0, 1, 8, 8, 0, 2062 +total, 3078179, 28183, 27007, 27007, 21.0, 3.7, 124.4, 328.7, 501.5, 502.5, 109.0, 0.04282, 0, 0, 0, 0, 0, 0 +total, 3105285, 27106, 25849, 25849, 23.2, 4.6, 127.4, 379.1, 503.8, 655.9, 110.0, 0.04240, 0, 1, 9, 9, 0, 2062 +total, 3133918, 28633, 27364, 27364, 21.6, 4.4, 128.4, 291.2, 476.6, 868.2, 111.0, 0.04542, 0, 0, 0, 0, 0, 0 +total, 3161749, 27831, 26655, 26655, 20.8, 3.6, 135.5, 266.6, 435.7, 554.7, 112.0, 0.04507, 0, 0, 0, 0, 0, 0 +total, 3189938, 28189, 26896, 26896, 22.6, 3.1, 133.2, 378.0, 577.8, 759.2, 113.0, 0.04480, 0, 1, 11, 11, 0, 2062 +total, 3217242, 27304, 26108, 26108, 23.0, 4.1, 139.3, 378.3, 502.8, 888.7, 114.0, 0.04840, 0, 0, 0, 0, 0, 0 +total, 3246037, 28795, 27492, 27492, 20.6, 4.3, 130.9, 287.6, 387.7, 513.5, 115.0, 0.04808, 0, 0, 0, 0, 0, 0 +total, 3273638, 27601, 26434, 26434, 21.4, 4.0, 127.3, 352.8, 462.7, 573.0, 116.0, 0.04771, 0, 1, 9, 9, 0, 2062 +total, 3302213, 28575, 27386, 27386, 21.9, 3.8, 127.9, 379.1, 481.3, 708.8, 117.0, 0.04726, 0, 0, 0, 0, 0, 0 +total, 3330293, 28080, 26882, 26882, 22.9, 4.3, 128.5, 294.9, 380.6, 440.9, 118.0, 0.04705, 0, 1, 8, 8, 0, 2062 +total, 3358530, 28237, 27025, 27025, 19.8, 3.3, 125.9, 305.9, 411.6, 647.5, 119.0, 0.04662, 0, 0, 0, 0, 0, 0 +total, 3386492, 27962, 26783, 26783, 22.3, 3.3, 129.4, 392.4, 482.6, 558.4, 120.0, 0.04628, 0, 0, 0, 0, 0, 0 +total, 3413888, 27396, 26239, 26239, 23.1, 4.6, 133.7, 315.9, 515.6, 578.8, 121.0, 0.04594, 0, 1, 8, 8, 0, 2062 +total, 3442601, 28713, 27497, 27497, 20.3, 4.6, 128.9, 259.0, 268.2, 379.3, 122.0, 0.04579, 0, 0, 0, 0, 0, 0 +total, 3469882, 27281, 26057, 26057, 23.1, 4.0, 139.3, 300.2, 392.7, 502.3, 123.0, 0.04554, 0, 0, 0, 0, 0, 0 +total, 3497607, 27725, 26471, 26471, 21.4, 3.9, 127.6, 282.3, 384.6, 393.0, 124.0, 0.04540, 0, 1, 8, 8, 0, 2062 +total, 3524926, 27319, 26152, 26152, 21.4, 2.9, 126.0, 370.4, 502.5, 575.7, 125.0, 0.04507, 0, 0, 0, 0, 0, 0 +total, 3552770, 27844, 26662, 26662, 23.6, 3.6, 131.5, 414.4, 627.6, 885.5, 126.0, 0.04776, 0, 1, 8, 8, 0, 2062 +total, 3580482, 27712, 26461, 26461, 21.1, 4.1, 126.4, 271.1, 536.3, 656.4, 127.0, 0.04735, 0, 0, 0, 0, 0, 0 +total, 3608556, 28074, 26921, 26921, 21.2, 3.7, 129.2, 294.1, 446.2, 509.1, 128.0, 0.04708, 0, 0, 0, 0, 0, 0 +total, 3636399, 27843, 26664, 26664, 21.1, 3.8, 115.0, 370.7, 503.6, 570.4, 129.0, 0.04676, 0, 1, 8, 8, 0, 2062 +total, 3665064, 28665, 27378, 27378, 21.4, 3.9, 123.7, 377.7, 528.5, 529.8, 130.0, 0.04647, 0, 0, 0, 0, 0, 0 +total, 3692719, 27655, 26517, 26517, 22.7, 3.8, 118.0, 340.3, 411.3, 616.0, 131.0, 0.04611, 0, 0, 0, 0, 0, 0 +total, 3720579, 27860, 26662, 26662, 21.7, 4.0, 128.3, 378.8, 442.5, 502.8, 132.0, 0.04587, 0, 1, 7, 7, 0, 2062 +total, 3748659, 28080, 26871, 26871, 21.8, 4.1, 130.9, 384.6, 507.0, 553.6, 133.0, 0.04558, 0, 0, 0, 0, 0, 0 +total, 3776942, 28283, 27073, 27073, 21.8, 4.1, 125.8, 387.2, 561.0, 844.6, 134.0, 0.04613, 0, 1, 8, 8, 0, 2062 +total, 3805607, 28665, 27408, 27408, 21.8, 3.8, 131.2, 274.5, 513.0, 626.0, 135.0, 0.04577, 0, 0, 0, 0, 0, 0 +total, 3833548, 27941, 26756, 26756, 21.0, 3.7, 130.4, 318.0, 385.6, 385.9, 136.0, 0.04564, 0, 0, 0, 0, 0, 0 +total, 3862054, 28506, 27280, 27280, 21.2, 3.9, 127.3, 289.9, 508.3, 585.1, 137.0, 0.04533, 0, 1, 7, 7, 0, 2062 +total, 3889833, 27779, 26650, 26650, 22.2, 3.6, 134.0, 376.4, 516.9, 586.2, 138.0, 0.04502, 0, 0, 0, 0, 0, 0 +total, 3918182, 28349, 27142, 27142, 21.8, 4.3, 139.3, 281.8, 406.8, 625.0, 139.0, 0.04469, 0, 0, 0, 0, 0, 0 +total, 3945782, 27600, 26386, 26386, 22.7, 3.7, 132.9, 285.5, 384.6, 404.2, 140.0, 0.04456, 0, 1, 11, 11, 0, 2062 +total, 3973674, 27892, 26677, 26677, 19.4, 3.3, 99.4, 276.0, 627.0, 761.3, 141.0, 0.04426, 0, 0, 0, 0, 0, 0 +total, 4000030, 26356, 25242, 25242, 25.4, 4.7, 150.9, 381.4, 502.8, 564.7, 142.0, 0.04402, 0, 1, 15, 15, 0, 2062 +total, 4027833, 27803, 26598, 26598, 20.6, 3.9, 122.4, 268.2, 502.5, 633.9, 143.0, 0.04370, 0, 0, 0, 0, 0, 0 +total, 4055455, 27622, 26394, 26394, 23.2, 3.3, 125.4, 309.9, 504.1, 580.4, 144.0, 0.04343, 0, 0, 0, 0, 0, 0 +total, 4083222, 27767, 26586, 26586, 21.1, 4.7, 129.2, 254.3, 510.9, 612.9, 145.0, 0.04313, 0, 1, 8, 8, 0, 2062 +total, 4112387, 29165, 27936, 27936, 21.3, 3.2, 116.9, 428.9, 501.7, 566.8, 146.0, 0.04286, 0, 0, 0, 0, 0, 0 +total, 4140216, 27829, 26622, 26622, 21.2, 3.7, 128.1, 311.2, 425.7, 502.3, 147.0, 0.04266, 0, 0, 0, 0, 0, 0 +total, 4169378, 29162, 27949, 27949, 21.0, 3.4, 131.7, 316.9, 535.8, 820.5, 148.0, 0.04284, 0, 1, 8, 8, 0, 2062 +total, 4198329, 28951, 27689, 27689, 22.0, 3.6, 131.5, 381.2, 515.4, 593.5, 149.0, 0.04256, 0, 0, 0, 0, 0, 0 +total, 4225733, 27404, 26203, 26203, 21.1, 4.1, 114.4, 378.0, 505.2, 617.6, 150.0, 0.04228, 0, 1, 8, 8, 0, 2062 +total, 4253961, 28228, 27031, 27031, 21.9, 3.9, 128.5, 378.8, 469.8, 563.6, 151.0, 0.04204, 0, 0, 0, 0, 0, 0 +total, 4282233, 28272, 27033, 27033, 21.5, 3.9, 132.1, 341.8, 503.3, 724.0, 152.0, 0.04173, 0, 0, 0, 0, 0, 0 +total, 4310583, 28350, 27115, 27115, 22.1, 4.6, 134.7, 276.8, 415.0, 516.7, 153.0, 0.04153, 0, 1, 7, 7, 0, 2062 +total, 4338958, 28375, 27112, 27112, 19.7, 3.8, 103.9, 375.9, 509.3, 685.8, 154.0, 0.04123, 0, 0, 0, 0, 0, 0 +total, 4367733, 28775, 27577, 27577, 22.2, 4.4, 127.5, 384.6, 506.5, 785.9, 155.0, 0.04110, 0, 0, 0, 0, 0, 0 +total, 4395054, 27321, 26112, 26112, 21.6, 3.6, 130.4, 334.8, 519.3, 625.0, 156.0, 0.04084, 0, 1, 8, 8, 0, 2062 +total, 4423466, 28412, 27161, 27161, 22.0, 4.1, 131.1, 383.8, 578.3, 585.6, 157.0, 0.04060, 0, 0, 0, 0, 0, 0 +total, 4450304, 26838, 25691, 25691, 23.1, 4.3, 127.0, 376.7, 491.3, 508.6, 158.0, 0.04044, 0, 1, 9, 9, 0, 2062 +total, 4478836, 28532, 27293, 27293, 21.3, 4.1, 130.7, 291.0, 503.6, 787.5, 159.0, 0.04031, 0, 0, 0, 0, 0, 0 +total, 4506413, 27577, 26337, 26337, 22.3, 4.2, 133.2, 363.9, 455.3, 522.7, 160.0, 0.04013, 0, 0, 0, 0, 0, 0 +total, 4534678, 28265, 27015, 27015, 21.0, 4.8, 135.9, 281.8, 386.4, 522.7, 161.0, 0.03995, 0, 1, 7, 7, 0, 2062 +total, 4561569, 26891, 25746, 25746, 23.2, 4.5, 133.3, 311.2, 443.5, 532.9, 162.0, 0.03978, 0, 0, 0, 0, 0, 0 +total, 4589469, 27900, 26735, 26735, 20.6, 3.4, 99.9, 356.0, 425.7, 433.1, 163.0, 0.03967, 0, 0, 0, 0, 0, 0 +total, 4617176, 27707, 26437, 26437, 22.8, 3.8, 129.9, 378.5, 504.4, 584.6, 164.0, 0.03945, 0, 1, 7, 7, 0, 2062 +total, 4645128, 27952, 26746, 26746, 21.7, 4.4, 125.4, 277.6, 461.9, 602.9, 165.0, 0.03922, 0, 0, 0, 0, 0, 0 +total, 4672621, 27493, 26303, 26303, 22.9, 4.3, 137.9, 303.8, 470.0, 578.3, 166.0, 0.03902, 0, 1, 7, 7, 0, 2062 +total, 4700774, 28153, 26854, 26854, 20.2, 3.7, 128.8, 331.1, 431.0, 607.6, 167.0, 0.03879, 0, 0, 0, 0, 0, 0 +total, 4728505, 27731, 26560, 26560, 21.4, 3.8, 124.8, 329.0, 523.2, 622.9, 168.0, 0.03856, 0, 0, 0, 0, 0, 0 +total, 4756295, 27790, 26571, 26571, 22.6, 3.8, 127.9, 378.3, 515.6, 599.8, 169.0, 0.03834, 0, 1, 8, 8, 0, 2062 +total, 4783417, 27122, 25953, 25953, 22.9, 3.9, 129.7, 383.8, 501.5, 567.8, 170.0, 0.03816, 0, 0, 0, 0, 0, 0 +total, 4811448, 28031, 26846, 26846, 21.5, 4.0, 129.1, 308.3, 466.9, 501.2, 171.0, 0.03801, 0, 0, 0, 0, 0, 0 +total, 4839737, 28289, 27046, 27046, 21.4, 3.3, 124.5, 263.5, 474.7, 495.2, 172.0, 0.03786, 0, 1, 7, 7, 0, 2062 +total, 4867852, 28115, 26855, 26855, 22.2, 4.0, 128.5, 412.4, 515.4, 663.7, 173.0, 0.03762, 0, 0, 0, 0, 0, 0 +total, 4895260, 27408, 26190, 26190, 22.0, 4.1, 132.6, 311.2, 381.7, 441.7, 174.0, 0.03752, 0, 1, 8, 8, 0, 2062 +total, 4922717, 27457, 26301, 26301, 21.2, 3.8, 119.9, 280.0, 534.2, 559.9, 175.0, 0.03735, 0, 0, 0, 0, 0, 0 +total, 4950547, 27830, 26629, 26629, 23.0, 3.5, 131.7, 415.8, 565.7, 609.7, 176.0, 0.03714, 0, 0, 0, 0, 0, 0 +total, 4977377, 26830, 25699, 25699, 22.7, 4.0, 129.4, 383.5, 502.3, 513.8, 177.0, 0.03701, 0, 1, 8, 8, 0, 2062 +total, 5005543, 28166, 26903, 26903, 22.4, 3.7, 138.1, 377.7, 408.9, 469.5, 178.0, 0.03688, 0, 0, 0, 0, 0, 0 +total, 5033248, 27705, 26471, 26471, 20.5, 3.6, 130.0, 278.7, 503.1, 506.5, 179.0, 0.03675, 0, 0, 0, 0, 0, 0 +total, 5060421, 27173, 26028, 26028, 22.1, 3.9, 132.3, 271.8, 511.2, 667.4, 180.0, 0.03652, 0, 1, 7, 7, 0, 2062 +total, 5087620, 27199, 26061, 26061, 22.8, 3.9, 131.0, 286.3, 505.2, 582.0, 181.0, 0.03635, 0, 0, 0, 0, 0, 0 +total, 5115911, 28291, 27047, 27047, 21.9, 3.8, 127.7, 389.5, 567.3, 723.5, 182.0, 0.03614, 0, 0, 0, 0, 0, 0 +total, 5143210, 27299, 26143, 26143, 21.3, 3.4, 130.4, 332.9, 501.7, 576.2, 183.0, 0.03597, 0, 1, 11, 11, 0, 2062 +total, 5171484, 28274, 26996, 26996, 21.3, 3.8, 125.7, 293.3, 412.9, 506.5, 184.0, 0.03583, 0, 0, 0, 0, 0, 0 +total, 5198631, 27147, 26006, 26006, 23.7, 4.1, 134.0, 371.7, 512.8, 514.6, 185.0, 0.03570, 0, 1, 7, 7, 0, 2062 +total, 5226927, 28296, 27080, 27080, 21.4, 4.3, 136.3, 317.7, 504.1, 625.0, 186.0, 0.03550, 0, 0, 0, 0, 0, 0 +total, 5254227, 27300, 26101, 26101, 22.6, 3.6, 143.3, 349.4, 534.5, 625.0, 187.0, 0.03531, 0, 0, 0, 0, 0, 0 +total, 5281714, 27487, 26315, 26315, 21.5, 3.9, 130.0, 274.5, 364.9, 430.7, 188.0, 0.03523, 0, 1, 8, 8, 0, 2062 +total, 5309876, 28162, 26932, 26932, 21.5, 3.6, 131.9, 379.8, 512.5, 552.6, 189.0, 0.03507, 0, 0, 0, 0, 0, 0 +total, 5336860, 26984, 25779, 25779, 22.4, 4.2, 130.0, 274.5, 380.1, 410.0, 190.0, 0.03501, 0, 0, 0, 0, 0, 0 +total, 5364696, 27836, 26609, 26609, 22.1, 3.6, 124.6, 378.0, 516.9, 528.2, 191.0, 0.03487, 0, 1, 7, 7, 0, 2062 +total, 5392620, 27924, 26681, 26681, 21.4, 4.2, 125.1, 386.1, 522.7, 524.0, 192.0, 0.03474, 0, 0, 0, 0, 0, 0 +total, 5420033, 27413, 26235, 26235, 22.7, 4.1, 125.1, 351.8, 503.1, 615.0, 193.0, 0.03456, 0, 1, 8, 8, 0, 2062 +total, 5448308, 28275, 27034, 27034, 21.1, 4.0, 133.9, 257.8, 458.0, 500.4, 194.0, 0.03444, 0, 0, 0, 0, 0, 0 +total, 5475544, 27236, 26063, 26063, 22.8, 4.2, 133.0, 342.4, 546.3, 608.7, 195.0, 0.03427, 0, 0, 0, 0, 0, 0 +total, 5504076, 28532, 27295, 27295, 22.2, 3.5, 125.2, 381.4, 502.8, 913.3, 196.0, 0.03796, 0, 1, 7, 7, 0, 2062 +total, 5532799, 28723, 27471, 27471, 19.6, 3.8, 133.2, 255.2, 527.2, 563.1, 197.0, 0.03779, 0, 0, 0, 0, 0, 0 +total, 5560140, 27341, 26161, 26161, 22.3, 4.8, 130.1, 377.5, 502.3, 617.6, 198.0, 0.03760, 0, 0, 0, 0, 0, 0 +total, 5588339, 28199, 26954, 26954, 21.8, 4.0, 131.6, 309.9, 390.6, 437.5, 199.0, 0.03751, 0, 1, 9, 9, 0, 2062 +total, 5615906, 27567, 26389, 26389, 22.0, 3.9, 122.0, 380.1, 508.0, 866.1, 200.0, 0.03806, 0, 0, 0, 0, 0, 0 +total, 5616749, 36136, 34421, 34421, 99.7, 42.9, 379.1, 379.8, 444.1, 444.3, 200.0, 0.03841, 0, 0, 0, 0, 0, 0 + + +Results: +Op rate : 28,080 op/s [singletrans: 28,080 op/s] +Partition rate : 26,862 pk/s [singletrans: 26,862 pk/s] +Row rate : 26,862 row/s [singletrans: 26,862 row/s] +Latency mean : 21.6 ms [singletrans: 21.6 ms] +Latency median : 3.9 ms [singletrans: 3.9 ms] +Latency 95th percentile : 128.3 ms [singletrans: 128.3 ms] +Latency 99th percentile : 319.0 ms [singletrans: 319.0 ms] +Latency 99.9th percentile : 503.6 ms [singletrans: 503.6 ms] +Latency max : 913.3 ms [singletrans: 913.3 ms] +Total partitions : 5,373,009 [singletrans: 5,373,009] +Total errors : 0 [singletrans: 0] +Total GC count : 75 +Total GC memory : 151.020 GiB +Total GC time : 0.6 seconds +Avg GC time : 8.4 ms +StdDev GC time : 1.5 ms +Total operation time : 00:03:20 + +Improvement over 406 threadCount: -4% +Sleeping for 15s + id, type total ops, op/s, pk/s, row/s, mean, med, .95, .99, .999, max, time, stderr, errors, gc: #, max ms, sum ms, sdv ms, mb + 4 threadCount, singletrans, 342340, 10068, 9622, 9622, 0.4, 0.4, 0.5, 0.8, 1.9, 23.1, 34.0, 0.01934, 0, 5, 89, 89, 2, 10261 + 4 threadCount, total, 342340, 10068, 9622, 9622, 0.4, 0.4, 0.5, 0.8, 1.9, 23.1, 34.0, 0.01934, 0, 5, 89, 89, 2, 10261 + 8 threadCount, singletrans, 426696, 14222, 13602, 13602, 0.6, 0.4, 1.1, 2.0, 4.4, 62.9, 30.0, 0.01499, 0, 6, 84, 84, 1, 12335 + 8 threadCount, total, 426696, 14222, 13602, 13602, 0.6, 0.4, 1.1, 2.0, 4.4, 62.9, 30.0, 0.01499, 0, 6, 84, 84, 1, 12335 + 16 threadCount, singletrans, 516631, 17214, 16461, 16461, 0.9, 0.5, 2.2, 9.6, 37.9, 126.5, 30.0, 0.04767, 0, 7, 94, 94, 3, 14406 + 16 threadCount, total, 516631, 17214, 16461, 16461, 0.9, 0.5, 2.2, 9.6, 37.9, 126.5, 30.0, 0.04767, 0, 7, 94, 94, 3, 14406 + 24 threadCount, singletrans, 586993, 19564, 18720, 18720, 1.2, 0.6, 2.7, 12.7, 76.3, 143.8, 30.0, 0.06356, 0, 8, 56, 56, 2, 16564 + 24 threadCount, total, 586993, 19564, 18720, 18720, 1.2, 0.6, 2.7, 12.7, 76.3, 143.8, 30.0, 0.06356, 0, 8, 56, 56, 2, 16564 + 36 threadCount, singletrans, 649226, 21635, 20693, 20693, 1.6, 0.7, 3.6, 20.1, 124.2, 250.7, 30.0, 0.03794, 0, 9, 60, 60, 0, 18629 + 36 threadCount, total, 649226, 21635, 20693, 20693, 1.6, 0.7, 3.6, 20.1, 124.2, 250.7, 30.0, 0.03794, 0, 9, 60, 60, 0, 18629 + 54 threadCount, singletrans, 708593, 23615, 22581, 22581, 2.3, 0.9, 4.7, 30.5, 129.7, 366.7, 30.0, 0.04485, 0, 10, 76, 76, 2, 20699 + 54 threadCount, total, 708593, 23615, 22581, 22581, 2.3, 0.9, 4.7, 30.5, 129.7, 366.7, 30.0, 0.04485, 0, 10, 76, 76, 2, 20699 + 81 threadCount, singletrans, 763831, 25455, 24344, 24344, 3.2, 1.1, 6.5, 53.8, 156.6, 367.0, 30.0, 0.03725, 0, 10, 72, 72, 1, 20700 + 81 threadCount, total, 763831, 25455, 24344, 24344, 3.2, 1.1, 6.5, 53.8, 156.6, 367.0, 30.0, 0.03725, 0, 10, 72, 72, 1, 20700 +121 threadCount, singletrans, 817221, 27233, 26053, 26053, 4.4, 1.6, 10.3, 86.4, 192.9, 376.7, 30.0, 0.03877, 0, 11, 84, 84, 1, 22758 +121 threadCount, total, 817221, 27233, 26053, 26053, 4.4, 1.6, 10.3, 86.4, 192.9, 376.7, 30.0, 0.03877, 0, 11, 84, 84, 1, 22758 +181 threadCount, singletrans, 864489, 28808, 27554, 27554, 6.2, 2.0, 17.5, 126.3, 254.4, 503.1, 30.0, 0.03814, 0, 11, 77, 77, 1, 22747 +181 threadCount, total, 864489, 28808, 27554, 27554, 6.2, 2.0, 17.5, 126.3, 254.4, 503.1, 30.0, 0.03814, 0, 11, 77, 77, 1, 22747 +271 threadCount, singletrans, 2370362, 29260, 27987, 27987, 9.2, 2.6, 33.0, 153.4, 335.0, 746.1, 81.0, 0.02365, 0, 32, 274, 274, 3, 66175 +271 threadCount, total, 2370362, 29260, 27987, 27987, 9.2, 2.6, 33.0, 153.4, 335.0, 746.1, 81.0, 0.02365, 0, 32, 274, 274, 3, 66175 +406 threadCount, singletrans, 1660274, 29115, 27839, 27839, 13.9, 3.0, 60.3, 256.0, 415.5, 643.3, 57.0, 0.02689, 0, 22, 175, 175, 1, 45438 +406 threadCount, total, 1660274, 29115, 27839, 27839, 13.9, 3.0, 60.3, 256.0, 415.5, 643.3, 57.0, 0.02689, 0, 22, 175, 175, 1, 45438 +609 threadCount, singletrans, 5616749, 28080, 26862, 26862, 21.6, 3.9, 128.3, 319.0, 503.6, 913.3, 200.0, 0.03841, 0, 75, 629, 629, 2, 154644 +609 threadCount, total, 5616749, 28080, 26862, 26862, 21.6, 3.9, 128.3, 319.0, 503.6, 913.3, 200.0, 0.03841, 0, 75, 629, 629, 2, 154644 +END +Simons-MacBook-Pro:stress_yamls simonambridge$ \ No newline at end of file diff --git a/stress_yamls/stress-write.log b/stress_yamls/stress-write.log new file mode 100644 index 0000000..028a78c --- /dev/null +++ b/stress_yamls/stress-write.log @@ -0,0 +1,534 @@ +******************** Stress Settings ******************** +Command: + Type: user + Count: 100,000 + No Warmup: false + Consistency Level: LOCAL_ONE + Target Uncertainty: not applicable + Command Ratios: {insert=1.0} + Command Clustering Distribution: clustering=gaussian(1..10) + Profile File: ./txn_by_cc_stress.yaml +Rate: + Auto: true + Min Threads: 4 + Max Threads: 1000 +Population: + Sequence: 1..100000 + Order: ARBITRARY + Wrap: true +Insert: + Revisits: Uniform: min=1,max=1000000 + Visits: Fixed: key=1 + Row Population Ratio: Ratio: divisor=1.000000;delegate=Fixed: key=1 + Batch Type: not batching +Errors: + Ignore: false + Tries: 10 +Log: + No Summary: false + No Settings: false + No Progress: false + Show Queries: false + Query Log File: null + File: null + Interval Millis: 1000 + Level: NORMAL +Mode: + API: JAVA_DRIVER_NATIVE + Connection Style: CQL_PREPARED + CQL Version: CQL3 + Protocol Version: DSE_V1 + Username: null + Password: null + Auth Provide Class: null + Max Pending Per Connection: 128 + Connections Per Host: 8 + Compression: NONE +Node: + Nodes: [127.0.0.1] + Is White List: false + Datacenter: null +Schema: + Keyspace: rtfap + Replication Strategy: org.apache.cassandra.locator.SimpleStrategy + Replication Strategy Pptions: {replication_factor=1} + Table Compression: null + Table Compaction Strategy: null + Table Compaction Strategy Options: {} +Transport: + factory=org.apache.cassandra.thrift.TFramedTransportFactory; truststore=null; truststore-password=null; keystore=null; keystore-password=null; ssl-protocol=TLS; ssl-alg=SunX509; store-type=JKS; ssl-ciphers=TLS_RSA_WITH_AES_128_CBC_SHA,TLS_RSA_WITH_AES_256_CBC_SHA; +Port: + Native Port: 9042 + Thrift Port: 9160 + JMX Port: 9042 +Send To Daemon: + *not set* +Graph: + File: null + Revision: unknown + Title: null + Operation: USER +TokenRange: + Wrap: true + Split Factor: 1 + +******************** Profile ******************** + Keyspace Name: rtfap + Keyspace CQL: +*** +null*** + + Table Name: txn_by_cc + Table CQL: +*** +null*** + + Extra Schema Definitions: null + Generator Configs: + cc_no: Size: Fixed: key=16;Identity: Gaussian: min=1,max=9,mean=5.000000,stdev=1.333333; + amount: Size: Exponential: min=3,max=10000,mean=2170.891689;Identity: Gaussian: min=1,max=99999,mean=50000.000000,stdev=16666.333333; + notes: Size: Gaussian: min=0,max=100,mean=50.000000,stdev=16.666667;Identity: Gaussian: min=0,max=1000,mean=500.000000,stdev=166.666667; + txn_month: Size: Fixed: key=2;Identity: Gaussian: min=1,max=12,mean=6.500000,stdev=1.833333; + merchant: Size: Uniform: min=4,max=100;Identity: Gaussian: min=3,max=100,mean=51.500000,stdev=16.166667; + txn_year: Size: Fixed: key=4;Identity: Gaussian: min=2010,max=2016,mean=2013.000000,stdev=1.000000; + tags: Size: Gaussian: min=0,max=20,mean=10.000000,stdev=3.333333;Identity: Gaussian: min=0,max=100,mean=50.000000,stdev=16.666667; + txn_id: Size: Uniform: min=4,max=100;Identity: Gaussian: min=1,max=1000,mean=500.500000,stdev=166.500000; + cc_provider: Size: Uniform: min=4,max=16;Identity: Uniform: min=1,max=4; + txn_day: Size: Fixed: key=2;Identity: Gaussian: min=1,max=28,mean=14.500000,stdev=4.500000; + user_id: Size: Uniform: min=4,max=50;Identity: Gaussian: min=2,max=1000,mean=501.000000,stdev=166.333333; + txn_time: Size: Fixed: key=18;Identity: Gaussian: min=1,max=20,mean=10.500000,stdev=3.166667; + location: Size: Gaussian: min=4,max=40,mean=22.000000,stdev=6.000000;Identity: Uniform: min=3,max=100; + status: Size: Uniform: min=4,max=20;Identity: Uniform: min=2,max=20; + Query Definitions: + dailytrans: CQL:SELECT * FROM rtfap.txn_by_cc WHERE cc_no = ? AND txn_year = ? AND txn_month = ? AND txn_day = ?;Fields:samerow; + singletrans: CQL:SELECT * FROM rtfap.txn_by_cc WHERE cc_no = ? AND txn_year = ? AND txn_month = ? AND txn_day = ? AND txn_time = ?;Fields:samerow; + Token Range Queries: + Insert Settings: + partitions: fixed(1) + select: fixed(1)/1000 + batchtype: UNLOGGED +Connected to cluster: Test Cluster, max pending requests per connection 128, max connections per host 8 +Datatacenter: SearchGraphAnalytics; Host: /127.0.0.1; Rack: rack1 +Generating batches with [1..1] partitions and [0..100] rows (of [1..1] total rows in the partitions) + +Sleeping 2s... +Warming up insert with 25000 iterations... +Thread count was not specified + +Running with 4 threadCount +Running [insert] with 4 threads for 100000 iteration +type total ops, op/s, pk/s, row/s, mean, med, .95, .99, .999, max, time, stderr, errors, gc: #, max ms, sum ms, sdv ms, mb +total, 1957, 1957, 1957, 1957, 0.6, 0.6, 1.0, 1.4, 4.1, 4.2, 1.0, 0.00000, 0, 0, 0, 0, 0, 0 +total, 9200, 7243, 7243, 7243, 0.5, 0.5, 0.9, 1.4, 3.9, 8.5, 2.0, 0.40729, 0, 0, 0, 0, 0, 0 +total, 17843, 8643, 8643, 8643, 0.4, 0.4, 0.7, 1.0, 3.6, 12.9, 3.0, 0.28055, 0, 0, 0, 0, 0, 0 +total, 29181, 11338, 11338, 11338, 0.3, 0.3, 0.5, 0.6, 1.6, 4.1, 4.0, 0.23372, 0, 0, 0, 0, 0, 0 +total, 40477, 11296, 11296, 11296, 0.3, 0.3, 0.5, 0.7, 1.9, 9.5, 5.0, 0.19039, 0, 0, 0, 0, 0, 0 +total, 52611, 12134, 12134, 12134, 0.3, 0.3, 0.4, 0.4, 0.6, 4.0, 6.0, 0.16215, 0, 0, 0, 0, 0, 0 +total, 64166, 11555, 11555, 11555, 0.3, 0.3, 0.4, 0.5, 1.1, 29.1, 7.0, 0.13946, 0, 0, 0, 0, 0, 0 +total, 73958, 9792, 9792, 9792, 0.3, 0.3, 0.4, 0.4, 0.7, 4.1, 8.0, 0.12132, 0, 1, 285, 285, 0, 2037 +total, 84188, 10230, 10230, 10230, 0.5, 0.3, 0.5, 0.6, 1.1, 286.8, 9.0, 0.11473, 0, 0, 0, 0, 0, 0 +total, 95703, 11515, 11515, 11515, 0.3, 0.3, 0.4, 0.6, 1.1, 4.4, 10.0, 0.10276, 0, 0, 0, 0, 0, 0 +total, 100000, 11688, 11688, 11688, 0.3, 0.3, 0.4, 0.5, 1.0, 3.9, 10.4, 0.09315, 0, 0, 0, 0, 0, 0 + + +Results: +Op rate : 9,645 op/s [insert: 9,645 op/s] +Partition rate : 9,645 pk/s [insert: 9,645 pk/s] +Row rate : 9,645 row/s [insert: 9,645 row/s] +Latency mean : 0.4 ms [insert: 0.4 ms] +Latency median : 0.3 ms [insert: 0.3 ms] +Latency 95th percentile : 0.6 ms [insert: 0.6 ms] +Latency 99th percentile : 0.8 ms [insert: 0.8 ms] +Latency 99.9th percentile : 2.5 ms [insert: 2.5 ms] +Latency max : 286.8 ms [insert: 286.8 ms] +Total partitions : 100,000 [insert: 100,000] +Total errors : 0 [insert: 0] +Total GC count : 1 +Total GC memory : 1.989 GiB +Total GC time : 0.3 seconds +Avg GC time : 285.0 ms +StdDev GC time : 0.0 ms +Total operation time : 00:00:10 + +Sleeping for 15s + +Running with 8 threadCount +Running [insert] with 8 threads for 100000 iteration +type total ops, op/s, pk/s, row/s, mean, med, .95, .99, .999, max, time, stderr, errors, gc: #, max ms, sum ms, sdv ms, mb +total, 8754, 8754, 8754, 8754, 0.5, 0.4, 1.2, 2.5, 8.7, 18.9, 1.0, 0.00000, 0, 0, 0, 0, 0, 0 +total, 24726, 15972, 15972, 15972, 0.5, 0.4, 1.1, 2.3, 4.8, 10.1, 2.0, 0.20353, 0, 0, 0, 0, 0, 0 +total, 40459, 15733, 15733, 15733, 0.5, 0.4, 1.1, 2.2, 5.8, 32.4, 3.0, 0.14378, 0, 0, 0, 0, 0, 0 +total, 56556, 16097, 16097, 16097, 0.5, 0.4, 1.1, 2.0, 4.4, 7.3, 4.0, 0.10961, 0, 0, 0, 0, 0, 0 +total, 70403, 13847, 13847, 13847, 0.6, 0.4, 1.0, 1.9, 5.1, 140.8, 5.0, 0.08817, 0, 1, 138, 138, 0, 1961 +total, 86375, 15972, 15972, 15972, 0.5, 0.4, 1.0, 1.9, 4.9, 11.2, 6.0, 0.07374, 0, 0, 0, 0, 0, 0 +total, 100000, 15652, 15652, 15652, 0.5, 0.4, 1.0, 2.1, 6.0, 20.3, 6.9, 0.06326, 0, 0, 0, 0, 0, 0 + + +Results: +Op rate : 14,555 op/s [insert: 14,555 op/s] +Partition rate : 14,555 pk/s [insert: 14,555 pk/s] +Row rate : 14,555 row/s [insert: 14,555 row/s] +Latency mean : 0.5 ms [insert: 0.5 ms] +Latency median : 0.4 ms [insert: 0.4 ms] +Latency 95th percentile : 1.1 ms [insert: 1.1 ms] +Latency 99th percentile : 2.1 ms [insert: 2.1 ms] +Latency 99.9th percentile : 5.6 ms [insert: 5.6 ms] +Latency max : 140.8 ms [insert: 140.8 ms] +Total partitions : 100,000 [insert: 100,000] +Total errors : 0 [insert: 0] +Total GC count : 1 +Total GC memory : 1.915 GiB +Total GC time : 0.1 seconds +Avg GC time : 138.0 ms +StdDev GC time : 0.0 ms +Total operation time : 00:00:06 + +Improvement over 4 threadCount: 51% +Sleeping for 15s + +Running with 16 threadCount +Running [insert] with 16 threads for 100000 iteration +type total ops, op/s, pk/s, row/s, mean, med, .95, .99, .999, max, time, stderr, errors, gc: #, max ms, sum ms, sdv ms, mb +total, 1243, 1243, 1243, 1243, 1.2, 1.2, 2.1, 2.7, 3.2, 3.3, 1.0, 0.00000, 0, 0, 0, 0, 0, 0 +total, 21211, 19968, 19968, 19968, 0.8, 0.5, 1.6, 6.2, 36.1, 51.0, 2.0, 0.62797, 0, 0, 0, 0, 0, 0 +total, 40204, 18993, 18993, 18993, 0.8, 0.4, 2.2, 8.2, 34.4, 95.0, 3.0, 0.37295, 0, 0, 0, 0, 0, 0 +total, 59712, 19508, 19508, 19508, 0.8, 0.4, 2.3, 6.8, 39.0, 125.2, 4.0, 0.26720, 0, 0, 0, 0, 0, 0 +total, 77452, 17740, 17740, 17740, 0.9, 0.5, 2.0, 7.3, 81.0, 90.2, 5.0, 0.20853, 0, 1, 79, 79, 0, 2041 +total, 95564, 18112, 18112, 18112, 0.9, 0.4, 1.9, 9.2, 50.4, 110.9, 6.0, 0.17073, 0, 0, 0, 0, 0, 0 +total, 100000, 18185, 18185, 18185, 0.9, 0.4, 2.3, 10.3, 47.2, 78.3, 6.2, 0.15065, 0, 0, 0, 0, 0, 0 + + +Results: +Op rate : 16,016 op/s [insert: 16,016 op/s] +Partition rate : 16,016 pk/s [insert: 16,016 pk/s] +Row rate : 16,016 row/s [insert: 16,016 row/s] +Latency mean : 0.8 ms [insert: 0.8 ms] +Latency median : 0.4 ms [insert: 0.4 ms] +Latency 95th percentile : 2.0 ms [insert: 2.0 ms] +Latency 99th percentile : 7.5 ms [insert: 7.5 ms] +Latency 99.9th percentile : 41.3 ms [insert: 41.3 ms] +Latency max : 125.2 ms [insert: 125.2 ms] +Total partitions : 100,000 [insert: 100,000] +Total errors : 0 [insert: 0] +Total GC count : 1 +Total GC memory : 1.993 GiB +Total GC time : 0.1 seconds +Avg GC time : 79.0 ms +StdDev GC time : 0.0 ms +Total operation time : 00:00:06 + +Improvement over 8 threadCount: 10% +Sleeping for 15s + +Running with 24 threadCount +Running [insert] with 24 threads for 100000 iteration +type total ops, op/s, pk/s, row/s, mean, med, .95, .99, .999, max, time, stderr, errors, gc: #, max ms, sum ms, sdv ms, mb +total, 16743, 16743, 16743, 16743, 1.0, 0.6, 2.6, 9.5, 25.4, 55.5, 1.0, 0.00000, 0, 0, 0, 0, 0, 0 +total, 38501, 21758, 21758, 21758, 1.1, 0.5, 2.2, 11.9, 76.2, 126.3, 2.0, 0.11904, 0, 0, 0, 0, 0, 0 +total, 60599, 22098, 22098, 22098, 1.1, 0.5, 2.4, 11.7, 60.0, 127.2, 3.0, 0.08884, 0, 0, 0, 0, 0, 0 +total, 82722, 22123, 22123, 22123, 1.1, 0.4, 2.3, 13.4, 79.8, 125.1, 4.0, 0.06922, 0, 1, 21, 21, 0, 2038 +total, 100000, 22247, 22247, 22247, 1.1, 0.5, 2.7, 13.6, 49.4, 125.9, 4.8, 0.05907, 0, 0, 0, 0, 0, 0 + + +Results: +Op rate : 20,935 op/s [insert: 20,935 op/s] +Partition rate : 20,935 pk/s [insert: 20,935 pk/s] +Row rate : 20,935 row/s [insert: 20,935 row/s] +Latency mean : 1.1 ms [insert: 1.1 ms] +Latency median : 0.5 ms [insert: 0.5 ms] +Latency 95th percentile : 2.5 ms [insert: 2.5 ms] +Latency 99th percentile : 11.9 ms [insert: 11.9 ms] +Latency 99.9th percentile : 59.7 ms [insert: 59.7 ms] +Latency max : 127.2 ms [insert: 127.2 ms] +Total partitions : 100,000 [insert: 100,000] +Total errors : 0 [insert: 0] +Total GC count : 1 +Total GC memory : 1.990 GiB +Total GC time : 0.0 seconds +Avg GC time : 21.0 ms +StdDev GC time : 0.0 ms +Total operation time : 00:00:04 + +Improvement over 16 threadCount: 31% +Sleeping for 15s + +Running with 36 threadCount +Running [insert] with 36 threads for 100000 iteration +type total ops, op/s, pk/s, row/s, mean, med, .95, .99, .999, max, time, stderr, errors, gc: #, max ms, sum ms, sdv ms, mb +total, 4237, 4237, 4237, 4237, 1.5, 1.0, 3.5, 7.6, 25.5, 26.6, 1.0, 0.00000, 0, 0, 0, 0, 0, 0 +total, 29225, 24988, 24988, 24988, 1.4, 0.5, 3.7, 14.8, 126.6, 222.4, 2.0, 0.53841, 0, 0, 0, 0, 0, 0 +total, 54523, 25298, 25298, 25298, 1.4, 0.5, 3.0, 20.4, 106.0, 165.7, 3.0, 0.32902, 0, 0, 0, 0, 0, 0 +total, 80574, 26051, 26051, 26051, 1.4, 0.5, 3.4, 18.5, 81.4, 135.5, 4.0, 0.23738, 0, 1, 17, 17, 0, 2050 +total, 100000, 24519, 24519, 24519, 1.5, 0.6, 3.4, 15.8, 83.6, 165.0, 4.8, 0.18597, 0, 0, 0, 0, 0, 0 + + +Results: +Op rate : 20,867 op/s [insert: 20,867 op/s] +Partition rate : 20,867 pk/s [insert: 20,867 pk/s] +Row rate : 20,867 row/s [insert: 20,867 row/s] +Latency mean : 1.4 ms [insert: 1.4 ms] +Latency median : 0.5 ms [insert: 0.5 ms] +Latency 95th percentile : 3.4 ms [insert: 3.4 ms] +Latency 99th percentile : 17.1 ms [insert: 17.1 ms] +Latency 99.9th percentile : 104.3 ms [insert: 104.3 ms] +Latency max : 222.4 ms [insert: 222.4 ms] +Total partitions : 100,000 [insert: 100,000] +Total errors : 0 [insert: 0] +Total GC count : 1 +Total GC memory : 2.002 GiB +Total GC time : 0.0 seconds +Avg GC time : 17.0 ms +StdDev GC time : 0.0 ms +Total operation time : 00:00:04 + +Improvement over 24 threadCount: -0% +Sleeping for 15s + +Running with 54 threadCount +Running [insert] with 54 threads for 100000 iteration +type total ops, op/s, pk/s, row/s, mean, med, .95, .99, .999, max, time, stderr, errors, gc: #, max ms, sum ms, sdv ms, mb +total, 3624, 3624, 3624, 3624, 2.2, 1.5, 4.2, 8.5, 76.7, 84.7, 1.0, 0.00000, 0, 0, 0, 0, 0, 0 +total, 31647, 28023, 28023, 28023, 1.9, 0.7, 3.9, 17.8, 131.1, 249.8, 2.0, 0.57158, 0, 0, 0, 0, 0, 0 +total, 59661, 28014, 28014, 28014, 1.9, 0.7, 4.5, 31.4, 102.0, 199.8, 3.0, 0.34540, 0, 0, 0, 0, 0, 0 +total, 86823, 27162, 27162, 27162, 2.0, 0.6, 4.9, 29.7, 126.0, 231.2, 4.0, 0.24825, 0, 1, 28, 28, 0, 2050 +total, 100000, 27504, 27504, 27504, 2.0, 0.6, 4.0, 20.8, 129.7, 131.9, 4.5, 0.19476, 0, 0, 0, 0, 0, 0 + + +Results: +Op rate : 22,326 op/s [insert: 22,326 op/s] +Partition rate : 22,326 pk/s [insert: 22,326 pk/s] +Row rate : 22,326 row/s [insert: 22,326 row/s] +Latency mean : 1.9 ms [insert: 1.9 ms] +Latency median : 0.7 ms [insert: 0.7 ms] +Latency 95th percentile : 4.3 ms [insert: 4.3 ms] +Latency 99th percentile : 26.1 ms [insert: 26.1 ms] +Latency 99.9th percentile : 126.9 ms [insert: 126.9 ms] +Latency max : 249.8 ms [insert: 249.8 ms] +Total partitions : 100,000 [insert: 100,000] +Total errors : 0 [insert: 0] +Total GC count : 1 +Total GC memory : 2.002 GiB +Total GC time : 0.0 seconds +Avg GC time : 28.0 ms +StdDev GC time : 0.0 ms +Total operation time : 00:00:04 + +Improvement over 36 threadCount: 7% +Sleeping for 15s + +Running with 81 threadCount +Running [insert] with 81 threads for 100000 iteration +type total ops, op/s, pk/s, row/s, mean, med, .95, .99, .999, max, time, stderr, errors, gc: #, max ms, sum ms, sdv ms, mb +total, 10739, 10739, 10739, 10739, 3.2, 1.1, 7.8, 60.3, 94.3, 142.3, 1.0, 0.00000, 0, 0, 0, 0, 0, 0 +total, 35703, 24964, 24964, 24964, 3.2, 0.9, 5.7, 65.2, 182.1, 295.2, 2.0, 0.33773, 0, 0, 0, 0, 0, 0 +total, 67143, 31440, 31440, 31440, 2.6, 1.2, 5.1, 34.6, 127.2, 256.5, 3.0, 0.24429, 0, 0, 0, 0, 0, 0 +total, 95828, 28685, 28685, 28685, 2.7, 1.0, 5.7, 51.6, 134.0, 187.8, 4.0, 0.17925, 0, 1, 23, 23, 0, 2028 +total, 100000, 26931, 26931, 26931, 3.7, 0.8, 15.3, 78.1, 115.3, 208.9, 4.2, 2.06441, 0, 0, 0, 0, 0, 0 + + +Results: +Op rate : 24,068 op/s [insert: 24,068 op/s] +Partition rate : 24,068 pk/s [insert: 24,068 pk/s] +Row rate : 24,068 row/s [insert: 24,068 row/s] +Latency mean : 2.9 ms [insert: 2.9 ms] +Latency median : 1.1 ms [insert: 1.1 ms] +Latency 95th percentile : 6.1 ms [insert: 6.1 ms] +Latency 99th percentile : 57.2 ms [insert: 57.2 ms] +Latency 99.9th percentile : 143.1 ms [insert: 143.1 ms] +Latency max : 295.2 ms [insert: 295.2 ms] +Total partitions : 100,000 [insert: 100,000] +Total errors : 0 [insert: 0] +Total GC count : 1 +Total GC memory : 1.980 GiB +Total GC time : 0.0 seconds +Avg GC time : 23.0 ms +StdDev GC time : 0.0 ms +Total operation time : 00:00:04 + +Improvement over 54 threadCount: 8% +Sleeping for 15s + +Running with 121 threadCount +Running [insert] with 121 threads for 100000 iteration +type total ops, op/s, pk/s, row/s, mean, med, .95, .99, .999, max, time, stderr, errors, gc: #, max ms, sum ms, sdv ms, mb +total, 22581, 22581, 22581, 22581, 4.0, 1.0, 14.4, 68.9, 172.0, 221.5, 1.0, 0.00000, 0, 0, 0, 0, 0, 0 +total, 51045, 28464, 28464, 28464, 4.2, 1.2, 7.2, 88.5, 273.4, 407.1, 2.0, 0.17447, 0, 0, 0, 0, 0, 0 +total, 83170, 32125, 32125, 32125, 3.6, 1.1, 9.0, 62.5, 187.0, 362.3, 3.0, 0.13004, 0, 1, 20, 20, 0, 2064 +total, 100000, 30864, 30864, 30864, 4.2, 1.3, 15.7, 91.9, 156.9, 231.1, 3.5, 0.10585, 0, 0, 0, 0, 0, 0 + + +Results: +Op rate : 28,206 op/s [insert: 28,206 op/s] +Partition rate : 28,206 pk/s [insert: 28,206 pk/s] +Row rate : 28,206 row/s [insert: 28,206 row/s] +Latency mean : 4.0 ms [insert: 4.0 ms] +Latency median : 1.1 ms [insert: 1.1 ms] +Latency 95th percentile : 10.3 ms [insert: 10.3 ms] +Latency 99th percentile : 74.4 ms [insert: 74.4 ms] +Latency 99.9th percentile : 231.1 ms [insert: 231.1 ms] +Latency max : 407.1 ms [insert: 407.1 ms] +Total partitions : 100,000 [insert: 100,000] +Total errors : 0 [insert: 0] +Total GC count : 1 +Total GC memory : 2.016 GiB +Total GC time : 0.0 seconds +Avg GC time : 20.0 ms +StdDev GC time : 0.0 ms +Total operation time : 00:00:03 + +Improvement over 81 threadCount: 17% +Sleeping for 15s + +Running with 181 threadCount +Running [insert] with 181 threads for 100000 iteration +type total ops, op/s, pk/s, row/s, mean, med, .95, .99, .999, max, time, stderr, errors, gc: #, max ms, sum ms, sdv ms, mb +total, 11404, 11404, 11404, 11404, 4.7, 2.0, 9.9, 102.4, 135.0, 144.3, 1.0, 0.00000, 0, 0, 0, 0, 0, 0 +total, 40311, 28907, 28907, 28907, 6.3, 1.6, 14.5, 132.8, 252.3, 376.7, 2.0, 0.39143, 0, 0, 0, 0, 0, 0 +total, 74199, 33888, 33888, 33888, 5.2, 1.8, 12.5, 119.5, 170.3, 258.3, 3.0, 0.25342, 0, 0, 0, 0, 0, 0 +total, 100000, 31227, 31227, 31227, 6.3, 2.1, 17.8, 125.6, 251.0, 420.5, 3.8, 0.21505, 0, 0, 0, 0, 0, 0 + + +Results: +Op rate : 26,135 op/s [insert: 26,135 op/s] +Partition rate : 26,135 pk/s [insert: 26,135 pk/s] +Row rate : 26,135 row/s [insert: 26,135 row/s] +Latency mean : 5.8 ms [insert: 5.8 ms] +Latency median : 1.8 ms [insert: 1.8 ms] +Latency 95th percentile : 14.7 ms [insert: 14.7 ms] +Latency 99th percentile : 124.5 ms [insert: 124.5 ms] +Latency 99.9th percentile : 237.6 ms [insert: 237.6 ms] +Latency max : 420.5 ms [insert: 420.5 ms] +Total partitions : 100,000 [insert: 100,000] +Total errors : 0 [insert: 0] +Total GC count : 0 +Total GC memory : 0.000 KiB +Total GC time : 0.0 seconds +Avg GC time : NaN ms +StdDev GC time : 0.0 ms +Total operation time : 00:00:03 + +Improvement over 121 threadCount: -7% +Sleeping for 15s + +Running with 271 threadCount +Running [insert] with 271 threads for 100000 iteration +type total ops, op/s, pk/s, row/s, mean, med, .95, .99, .999, max, time, stderr, errors, gc: #, max ms, sum ms, sdv ms, mb +total, 1532, 1532, 1532, 1532, 4.1, 4.1, 6.0, 6.5, 7.3, 7.6, 1.0, 0.00000, 0, 0, 0, 0, 0, 0 +total, 33497, 31965, 31965, 31965, 7.9, 2.7, 21.4, 129.1, 252.6, 293.3, 2.0, 0.66043, 0, 0, 0, 0, 0, 0 +total, 63940, 30443, 30443, 30443, 9.3, 2.3, 24.6, 187.6, 374.9, 446.7, 3.0, 0.39556, 0, 0, 0, 0, 0, 0 +total, 98342, 34402, 34402, 34402, 8.0, 2.3, 30.9, 139.5, 250.1, 380.1, 4.0, 0.28219, 0, 0, 0, 0, 0, 0 +total, 100000, 28702, 28702, 28702, 10.0, 6.8, 20.4, 65.6, 137.0, 147.5, 4.1, 0.49093, 0, 0, 0, 0, 0, 0 + + +Results: +Op rate : 24,644 op/s [insert: 24,644 op/s] +Partition rate : 24,644 pk/s [insert: 24,644 pk/s] +Row rate : 24,644 row/s [insert: 24,644 row/s] +Latency mean : 8.3 ms [insert: 8.3 ms] +Latency median : 2.5 ms [insert: 2.5 ms] +Latency 95th percentile : 24.3 ms [insert: 24.3 ms] +Latency 99th percentile : 144.7 ms [insert: 144.7 ms] +Latency 99.9th percentile : 315.4 ms [insert: 315.4 ms] +Latency max : 446.7 ms [insert: 446.7 ms] +Total partitions : 100,000 [insert: 100,000] +Total errors : 0 [insert: 0] +Total GC count : 0 +Total GC memory : 0.000 KiB +Total GC time : 0.0 seconds +Avg GC time : NaN ms +StdDev GC time : 0.0 ms +Total operation time : 00:00:04 + +Improvement over 181 threadCount: -6% +Sleeping for 15s + +Running with 406 threadCount +Running [insert] with 406 threads for 100000 iteration +type total ops, op/s, pk/s, row/s, mean, med, .95, .99, .999, max, time, stderr, errors, gc: #, max ms, sum ms, sdv ms, mb +total, 21177, 21177, 21177, 21177, 9.9, 2.3, 41.2, 144.0, 340.8, 354.2, 1.0, 0.00000, 0, 1, 26, 26, 0, 2071 +total, 46452, 25275, 25275, 25275, 19.0, 2.7, 74.5, 449.6, 600.8, 727.2, 2.0, 0.33742, 0, 0, 0, 0, 0, 0 +total, 80585, 34133, 34133, 34133, 12.0, 2.2, 34.8, 251.8, 501.0, 609.2, 3.0, 0.22022, 0, 0, 0, 0, 0, 0 +total, 100000, 35149, 35149, 35149, 12.6, 2.6, 53.4, 256.8, 380.4, 392.2, 3.6, 0.19151, 0, 0, 0, 0, 0, 0 + + +Results: +Op rate : 28,150 op/s [insert: 28,150 op/s] +Partition rate : 28,150 pk/s [insert: 28,150 pk/s] +Row rate : 28,150 row/s [insert: 28,150 row/s] +Latency mean : 13.4 ms [insert: 13.4 ms] +Latency median : 2.4 ms [insert: 2.4 ms] +Latency 95th percentile : 49.2 ms [insert: 49.2 ms] +Latency 99th percentile : 253.5 ms [insert: 253.5 ms] +Latency 99.9th percentile : 527.2 ms [insert: 527.2 ms] +Latency max : 727.2 ms [insert: 727.2 ms] +Total partitions : 100,000 [insert: 100,000] +Total errors : 0 [insert: 0] +Total GC count : 1 +Total GC memory : 2.022 GiB +Total GC time : 0.0 seconds +Avg GC time : 26.0 ms +StdDev GC time : 0.0 ms +Total operation time : 00:00:03 + +Improvement over 271 threadCount: 14% +Sleeping for 15s + +Running with 609 threadCount +Running [insert] with 609 threads for 100000 iteration +type total ops, op/s, pk/s, row/s, mean, med, .95, .99, .999, max, time, stderr, errors, gc: #, max ms, sum ms, sdv ms, mb +total, 5515, 5515, 5515, 5515, 17.9, 4.2, 133.8, 180.4, 192.5, 201.1, 1.0, 0.00000, 0, 1, 22, 22, 0, 2037 +total, 39823, 34308, 34308, 34308, 16.5, 2.9, 98.8, 253.1, 431.8, 495.2, 2.0, 0.57671, 0, 0, 0, 0, 0, 0 +total, 51816, 11993, 11993, 11993, 21.9, 4.2, 111.1, 300.9, 502.8, 613.9, 3.0, 0.41053, 0, 0, 0, 0, 0, 0 +total, 80857, 29041, 29041, 29041, 33.2, 3.9, 142.9, 755.0, 916.5, 1141.9, 4.0, -2.15054, 0, 0, 0, 0, 0, 0 +total, 100000, 31030, 31030, 31030, 22.6, 3.6, 138.8, 264.9, 504.4, 519.3, 4.6, 2.97769, 0, 0, 0, 0, 0, 0 + + +Results: +Op rate : 21,659 op/s [insert: 21,659 op/s] +Partition rate : 21,659 pk/s [insert: 21,659 pk/s] +Row rate : 21,659 row/s [insert: 21,659 row/s] +Latency mean : 23.2 ms [insert: 23.2 ms] +Latency median : 3.4 ms [insert: 3.4 ms] +Latency 95th percentile : 126.9 ms [insert: 126.9 ms] +Latency 99th percentile : 381.4 ms [insert: 381.4 ms] +Latency 99.9th percentile : 804.8 ms [insert: 804.8 ms] +Latency max : 1141.9 ms [insert: 1,141.9 ms] +Total partitions : 100,000 [insert: 100,000] +Total errors : 0 [insert: 0] +Total GC count : 1 +Total GC memory : 1.989 GiB +Total GC time : 0.0 seconds +Avg GC time : 22.0 ms +StdDev GC time : 0.0 ms +Total operation time : 00:00:04 + +Improvement over 406 threadCount: -23% +Sleeping for 15s + id, type total ops, op/s, pk/s, row/s, mean, med, .95, .99, .999, max, time, stderr, errors, gc: #, max ms, sum ms, sdv ms, mb + 4 threadCount, insert, 100000, 9645, 9645, 9645, 0.4, 0.3, 0.6, 0.8, 2.5, 286.8, 10.4, 0.09315, 0, 1, 285, 285, 0, 2037 + 4 threadCount, total, 100000, 9645, 9645, 9645, 0.4, 0.3, 0.6, 0.8, 2.5, 286.8, 10.4, 0.09315, 0, 1, 285, 285, 0, 2037 + 8 threadCount, insert, 100000, 14555, 14555, 14555, 0.5, 0.4, 1.1, 2.1, 5.6, 140.8, 6.9, 0.06326, 0, 1, 138, 138, 0, 1961 + 8 threadCount, total, 100000, 14555, 14555, 14555, 0.5, 0.4, 1.1, 2.1, 5.6, 140.8, 6.9, 0.06326, 0, 1, 138, 138, 0, 1961 + 16 threadCount, insert, 100000, 16016, 16016, 16016, 0.8, 0.4, 2.0, 7.5, 41.3, 125.2, 6.2, 0.15065, 0, 1, 79, 79, 0, 2041 + 16 threadCount, total, 100000, 16016, 16016, 16016, 0.8, 0.4, 2.0, 7.5, 41.3, 125.2, 6.2, 0.15065, 0, 1, 79, 79, 0, 2041 + 24 threadCount, insert, 100000, 20935, 20935, 20935, 1.1, 0.5, 2.5, 11.9, 59.7, 127.2, 4.8, 0.05907, 0, 1, 21, 21, 0, 2038 + 24 threadCount, total, 100000, 20935, 20935, 20935, 1.1, 0.5, 2.5, 11.9, 59.7, 127.2, 4.8, 0.05907, 0, 1, 21, 21, 0, 2038 + 36 threadCount, insert, 100000, 20867, 20867, 20867, 1.4, 0.5, 3.4, 17.1, 104.3, 222.4, 4.8, 0.18597, 0, 1, 17, 17, 0, 2050 + 36 threadCount, total, 100000, 20867, 20867, 20867, 1.4, 0.5, 3.4, 17.1, 104.3, 222.4, 4.8, 0.18597, 0, 1, 17, 17, 0, 2050 + 54 threadCount, insert, 100000, 22326, 22326, 22326, 1.9, 0.7, 4.3, 26.1, 126.9, 249.8, 4.5, 0.19476, 0, 1, 28, 28, 0, 2050 + 54 threadCount, total, 100000, 22326, 22326, 22326, 1.9, 0.7, 4.3, 26.1, 126.9, 249.8, 4.5, 0.19476, 0, 1, 28, 28, 0, 2050 + 81 threadCount, insert, 100000, 24068, 24068, 24068, 2.9, 1.1, 6.1, 57.2, 143.1, 295.2, 4.2, 2.06441, 0, 1, 23, 23, 0, 2028 + 81 threadCount, total, 100000, 24068, 24068, 24068, 2.9, 1.1, 6.1, 57.2, 143.1, 295.2, 4.2, 2.06441, 0, 1, 23, 23, 0, 2028 +121 threadCount, insert, 100000, 28206, 28206, 28206, 4.0, 1.1, 10.3, 74.4, 231.1, 407.1, 3.5, 0.10585, 0, 1, 20, 20, 0, 2064 +121 threadCount, total, 100000, 28206, 28206, 28206, 4.0, 1.1, 10.3, 74.4, 231.1, 407.1, 3.5, 0.10585, 0, 1, 20, 20, 0, 2064 +181 threadCount, insert, 100000, 26135, 26135, 26135, 5.8, 1.8, 14.7, 124.5, 237.6, 420.5, 3.8, 0.21505, 0, 0, 0, 0, 0, 0 +181 threadCount, total, 100000, 26135, 26135, 26135, 5.8, 1.8, 14.7, 124.5, 237.6, 420.5, 3.8, 0.21505, 0, 0, 0, 0, 0, 0 +271 threadCount, insert, 100000, 24644, 24644, 24644, 8.3, 2.5, 24.3, 144.7, 315.4, 446.7, 4.1, 0.49093, 0, 0, 0, 0, 0, 0 +271 threadCount, total, 100000, 24644, 24644, 24644, 8.3, 2.5, 24.3, 144.7, 315.4, 446.7, 4.1, 0.49093, 0, 0, 0, 0, 0, 0 +406 threadCount, insert, 100000, 28150, 28150, 28150, 13.4, 2.4, 49.2, 253.5, 527.2, 727.2, 3.6, 0.19151, 0, 1, 26, 26, 0, 2071 +406 threadCount, total, 100000, 28150, 28150, 28150, 13.4, 2.4, 49.2, 253.5, 527.2, 727.2, 3.6, 0.19151, 0, 1, 26, 26, 0, 2071 +609 threadCount, insert, 100000, 21659, 21659, 21659, 23.2, 3.4, 126.9, 381.4, 804.8, 1141.9, 4.6, 2.97769, 0, 1, 22, 22, 0, 2037 +609 threadCount, total, 100000, 21659, 21659, 21659, 23.2, 3.4, 126.9, 381.4, 804.8, 1141.9, 4.6, 2.97769, 0, 1, 22, 22, 0, 2037 +END + +