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Posted to builds@beam.apache.org by Apache Jenkins Server <je...@builds.apache.org> on 2022/03/28 12:01:33 UTC
Build failed in Jenkins: beam_Metrics_Report #82
See <https://ci-beam.apache.org/job/beam_Metrics_Report/82/display/redirect?page=changes>
Changes:
[bulat.safiullin] [BEAM-13976] [Website] update homepage
[bulat.safiullin] [BEAM-13976] [Website] update homepage, add logo
[bulat.safiullin] [BEAM-13976] [Website] update text
[bulat.safiullin] [BEAM-13976] [Website] Update Community landing page
[bulat.safiullin] [BEAM-13979] [Website] Update Community/Contact us page
[bulat.safiullin] [BEAM-13979] [Website] update title
[bulat.safiullin] [BEAM-13979] [Website] delete space
[bulat.safiullin] [BEAM-13979] [Website] add Beam Playground
[bulat.safiullin] [BEAM-13976] [Website] delete Beam Playground
[bulat.safiullin] [BEAM-13976] [Website] change navbar css links rules, delete links from
[bulat.safiullin] [BEAM-13977] [Website] delete available-contact-channels on mobile
[bulat.safiullin] [BEAM-13976] [Website] change padding size between the sections
[bulat.safiullin] [BEAM-13976] [Website] change title to capital letters
[bulat.safiullin] [BEAM-13976] [Website] change title
[bulat.safiullin] [BEAM-14040] [Website] create new page, add link
[bulat.safiullin] [BEAM-13977] [Website] change title
[bulat.safiullin] [BEAM-13979] [Website] change text
[bulat.safiullin] [BEAM-13976] [Website] change text
[bulat.safiullin] [BEAM-13977] [Website] change text, add capital letters
[bulat.safiullin] [BEAM-13976] [Website] add playground sass, change text-align
[bulat.safiullin] [BEAM-14040] [Website] add io connectors table
[bulat.safiullin] [BEAM-13976] [Website] add playground section, add empty line
[ryanthompson591] iterable_input_value_types will now be an iterable, I don't anticipate
[bulat.safiullin] [BEAM-14040] [Website] add overflow to css, add table content
[bulat.safiullin] [BEAM-14040] [Website] change ✘ for ✔, add license, add br
[bulat.safiullin] [BEAM-14040] [Website] add empty line
[bulat.safiullin] [BEAM-14040] [Website] change td
[bulat.safiullin] [BEAM-14041] [Website] update built io transforms
[bulat.safiullin] [BEAM-14041] [Website] move connectors from Miscellaneous to Database
[bulat.safiullin] [BEAM-14040] [Website] change links color
[danielamartinmtz] Updated metrics' CronJob API to use the latest batch version.
[bulat.safiullin] [BEAM-14041] [Website] change IO from go to java
[bulat.safiullin] [BEAM-14040] [Website] change links, change specific version to current
[danielamartinmtz] Updated cluster to test in metrics-upgrade-clone in BeamMetrics_Publish
[aydar.zaynutdinov] [BEAM-13976][Website]
[aydar.zaynutdinov] [BEAM-14040][Website]
[aydar.zaynutdinov] [BEAM-14041][Website]
[Kyle Weaver] [BEAM-14124] Add display data to BQ storage reads.
[danielamartinmtz] Updated StateFulSet k8s obejct in cassandra-svc-statefulset.yaml file in
[danielamartinmtz] Updated documentation including cluster specs.
[noreply] Beam 13058 k8s apis upgrade - elasticsearch (#18)
[danielamartinmtz] Removed code used for testing.
[danielamartinmtz] Removed code used for testing in job_PostCommit_BeamMetrics_Publish
[noreply] Beam 13058 k8s apis upgrade - Adding Basic Auth details in documentation
[mmack] [adhoc] Move aws IT tests to testing package according to best practices
[noreply] fixes static checks and go lint issues (#17138)
[Kyle Weaver] Don't print in task configuration.
[noreply] [BEAM-14136] Clean up staticcheck and linter warnings in the Go SDK
[noreply] Merge pull request #17063 from [BEAM-12164] Fix flaky tests
[noreply] Revert "[BEAM-14112] Avoid storing a generator in _CustomBigQuerySource
[Kyle Weaver] [BEAM-4106] Remove filesToStage from Flink pipeline option list.
[noreply] [BEAM-14071] Enabling Flink on Dataproc for Interactive Beam (#17044)
[noreply] Minor: Bypass schema registry in schemas_test.py (#17108)
[mmack] [BEAM-13232] Close clients properly in KinesisSource. Also use lazy init
[noreply] [BEAM-14141] Set Interactive Beam to use the default Dataproc image
[noreply] BEAM-14115 - Update find criteria limited to _id (#17102)
[chamikaramj] Disable BigQueryIOStorageWriteIT for general Java post-commit
[Pablo Estrada] [BEAM-14151] Excluding Spanner CDC tests from Dataflow V1 suite
[noreply] Revert "[BEAM-14038] Auto-startup for Python expansion service.
[noreply] Minor: Bump timeout for Java PreCommit (#17157)
[noreply] [BEAM-14152] Disable flaky
[danielamartinmtz] Added comments in initContainers and remove unused code in elasticsearch
[noreply] Fixing a small bug in TypedSchemaTransformTest that caused it to flake.
[noreply] [BEAM-14116] Catch MonitoringInfoMetricName null keys or values in the
[noreply] [BEAM-14129] Restructure SubscriptionPartitionLoader to use a manual SDF
[noreply] [BEAM-13015] Avoid repeated weighing of StateKey in
[noreply] Add option to add modules to JDK add-open (#17110)
[noreply] [BEAM-13015] Clarify ownership of the list for state caching across
[noreply] [BEAM-14134] Optimize memory allocations for various core coders
[noreply] [BEAM-14129] Restructure PubsubLiteIO Read side to produce smaller
[noreply] [BEAM-12697] Add primitive field generation from IR to SBE extension
[noreply] [BEAM-13889] Add test cases to jsonx package (#17124)
[noreply] Remove unreachable code in container.go (#17166)
[noreply] Add ability to handle streaming input to AvroSchemaIOProvider (#17126)
[noreply] [BEAM-12898] Flink Load Tests failure- UncheckedExecutionException -
[Daniel Oliveira] Moving to 2.39.0-SNAPSHOT on master branch.
[Kyle Weaver] [BEAM-14139] Drop support for Flink 1.11.
[Kyle Weaver] [BEAM-14139] Remove obsolete reference to Flink 1.11.
[Kyle Weaver] [BEAM-14139] Update list of supported Flink versions.
[Kyle Weaver] [BEAM-14139] Update CHANGES.md
[noreply] [BEAM-14157] Don't call requestObserver.onNext on a closed windmill
[marco.robles] [BEAM-8218] PulsarIO Connector
[noreply] Minor: Make IOTypeHints a real NamedTuple (#17174)
[benjamin.gonzalez] [BEAM-12572] Change examples jobs to run as cron jobs
[benjamin.gonzalez] [BEAM-12572] SpotlessApply
[Robert Bradshaw] [BEAM-14171] More explicit asserts in CoGBKResult.
[noreply] [BEAM-14172] Update tox.ini for pydocs (#17176)
[noreply] [BEAM-14065] Upgrade vendored bytebuddy to version 1.12.8 (#17028)
[Robert Bradshaw] Add some comments.
[noreply] [BEAM-14160] Parse filesToStage in Java expansion service (#17167)
[chamikaramj] Mapped JOB_STATE_RESOURCE_CLEANING_UP to RESOURCE_CLEANING_UP in Python
[noreply] Explicitly import estimator from tensorflow (#17168)
------------------------------------------
Started by timer
Running as SYSTEM
[EnvInject] - Loading node environment variables.
Building remotely on apache-beam-jenkins-8 (beam) in workspace <https://ci-beam.apache.org/job/beam_Metrics_Report/ws/>
The recommended git tool is: NONE
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Cloning repository https://github.com/apache/beam.git
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Fetching upstream changes from https://github.com/apache/beam.git
> git --version # timeout=10
> git --version # 'git version 2.25.1'
> git fetch --tags --force --progress -- https://github.com/apache/beam.git +refs/heads/*:refs/remotes/origin/* # timeout=10
> git config remote.origin.url https://github.com/apache/beam.git # timeout=10
> git config --add remote.origin.fetch +refs/heads/*:refs/remotes/origin/* # timeout=10
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Fetching upstream changes from https://github.com/apache/beam.git
> git fetch --tags --force --progress -- https://github.com/apache/beam.git +refs/heads/*:refs/remotes/origin/* +refs/pull/${ghprbPullId}/*:refs/remotes/origin/pr/${ghprbPullId}/* # timeout=10
> git rev-parse origin/master^{commit} # timeout=10
Checking out Revision 34e876d0bd6953927c89fb3f1ded5f453dded55c (origin/master)
> git config core.sparsecheckout # timeout=10
> git checkout -f 34e876d0bd6953927c89fb3f1ded5f453dded55c # timeout=10
Commit message: "Merge pull request #17177: [BEAM-14087] Mapped JOB_STATE_RESOURCE_CLEANING_UP to RESOURCE_CLEANING_UP in Pyth…"
> git rev-list --no-walk 096aeeff833679af3068eea2f00b280a589256e8 # timeout=10
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[EnvInject] - Executing scripts and injecting environment variables after the SCM step.
[EnvInject] - Injecting as environment variables the properties content
SPARK_LOCAL_IP=127.0.0.1
SETUPTOOLS_USE_DISTUTILS=stdlib
[EnvInject] - Variables injected successfully.
[Gradle] - Launching build.
[src] $ <https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/gradlew> --continue --max-****s=12 -Dorg.gradle.jvmargs=-Xms2g -Dorg.gradle.jvmargs=-Xmx4g -Dorg.gradle.vfs.watch=false -Pdocker-pull-licenses -PinfluxDb=beam_test_metrics -PinfluxHost=10.128.0.96 -PinfluxPort=8086 :beam-test-jenkins:generateMetricsReport
Starting a Gradle Daemon, 1 busy Daemon could not be reused, use --status for details
Configuration on demand is an incubating feature.
> Task :buildSrc:compileJava NO-SOURCE
> Task :buildSrc:compileGroovy FROM-CACHE
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> Task :buildSrc:jar
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> Task :buildSrc:spotlessGroovy FROM-CACHE
> Task :buildSrc:spotlessGroovyCheck UP-TO-DATE
> Task :buildSrc:spotlessGroovyGradle FROM-CACHE
> Task :buildSrc:spotlessGroovyGradleCheck UP-TO-DATE
> Task :buildSrc:spotlessCheck UP-TO-DATE
> Task :buildSrc:pluginUnderTestMetadata
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> Task :buildSrc:test NO-SOURCE
> Task :buildSrc:validatePlugins FROM-CACHE
> Task :buildSrc:check UP-TO-DATE
> Task :buildSrc:build
> Task :beam-test-jenkins:setupVirtualenv
Collecting pip
Using cached pip-22.0.4-py3-none-any.whl (2.1 MB)
Installing collected packages: pip
Attempting uninstall: pip
Found existing installation: pip 20.0.2
Uninstalling pip-20.0.2:
Successfully uninstalled pip-20.0.2
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Using cached tox-3.20.1-py2.py3-none-any.whl (83 kB)
Requirement already satisfied: setuptools in <https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/build/gradleenv/-1871197473/lib/python3.8/site-packages> (from -r <https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/sdks/python/build-requirements.txt> (line 20)) (44.0.0)
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> Task :beam-test-jenkins:generateMetricsReport
py38-test create: <https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/.test-infra/jenkins/metrics_report/.tox/py38-test>
py38-test installdeps: -rrequirements.txt
py38-test installed: certifi==2021.10.8,charset-normalizer==2.0.12,idna==3.3,influxdb==5.3.0,Jinja2==2.11.3,MarkupSafe==2.1.1,msgpack==0.6.1,prettytable==0.7.2,python-dateutil==2.8.2,pytz==2022.1,requests==2.27.1,six==1.16.0,urllib3==1.26.9
py38-test run-test-pre: PYTHONHASHSEED='2373562199'
py38-test run-test-pre: commands[0] | python --version
Python 3.8.10
py38-test run-test-pre: commands[1] | pip --version
pip 22.0.4 from <https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/.test-infra/jenkins/metrics_report/.tox/py38-test/lib/python3.8/site-packages/pip> (python 3.8)
py38-test run-test-pre: commands[2] | pip check
No broken requirements found.
py38-test run-test: commands[0] | python -m unittest dashboards_parser.py
...
----------------------------------------------------------------------
Ran 3 tests in 0.001s
OK
___________________________________ summary ____________________________________
py38-test: commands succeeded
congratulations :)
py38-generate-report create: <https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/.test-infra/jenkins/metrics_report/.tox/py38-generate-report>
py38-generate-report installdeps: -rrequirements.txt
py38-generate-report installed: certifi==2021.10.8,charset-normalizer==2.0.12,idna==3.3,influxdb==5.3.0,Jinja2==2.11.3,MarkupSafe==2.1.1,msgpack==0.6.1,prettytable==0.7.2,python-dateutil==2.8.2,pytz==2022.1,requests==2.27.1,six==1.16.0,urllib3==1.26.9
py38-generate-report run-test-pre: PYTHONHASHSEED='3838750881'
py38-generate-report run-test-pre: commands[0] | python --version
Python 3.8.10
py38-generate-report run-test-pre: commands[1] | pip --version
pip 22.0.4 from <https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/.test-infra/jenkins/metrics_report/.tox/py38-generate-report/lib/python3.8/site-packages/pip> (python 3.8)
py38-generate-report run-test-pre: commands[2] | pip check
No broken requirements found.
py38-generate-report run-test: commands[0] | python report_generator.py --influx-db=beam_test_metrics --influx-host=10.128.0.96 --influx-port=8086 --output-file=<https://ci-beam.apache.org/job/beam_Metrics_Report/82/artifact/src/.test-infra/jenkins/metrics_report/beam-metrics_report.html>
Traceback (most recent call last):
File "report_generator.py", line 23, in <module>
import jinja2
File "<https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/.test-infra/jenkins/metrics_report/.tox/py38-generate-report/lib/python3.8/site-packages/jinja2/__init__.py",> line 12, in <module>
from .environment import Environment
File "<https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/.test-infra/jenkins/metrics_report/.tox/py38-generate-report/lib/python3.8/site-packages/jinja2/environment.py",> line 25, in <module>
from .defaults import BLOCK_END_STRING
File "<https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/.test-infra/jenkins/metrics_report/.tox/py38-generate-report/lib/python3.8/site-packages/jinja2/defaults.py",> line 3, in <module>
from .filters import FILTERS as DEFAULT_FILTERS # noqa: F401
File "<https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/.test-infra/jenkins/metrics_report/.tox/py38-generate-report/lib/python3.8/site-packages/jinja2/filters.py",> line 13, in <module>
from markupsafe import soft_unicode
ImportError: cannot import name 'soft_unicode' from 'markupsafe' (<https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/.test-infra/jenkins/metrics_report/.tox/py38-generate-report/lib/python3.8/site-packages/markupsafe/__init__.py)>
ERROR: InvocationError for command <https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/.test-infra/jenkins/metrics_report/.tox/py38-generate-report/bin/python> report_generator.py --influx-db=beam_test_metrics --influx-host=10.128.0.96 --influx-port=8086 --output-file=<https://ci-beam.apache.org/job/beam_Metrics_Report/82/artifact/src/.test-infra/jenkins/metrics_report/beam-metrics_report.html> (exited with code 1)
___________________________________ summary ____________________________________
ERROR: py38-generate-report: commands failed
> Task :beam-test-jenkins:generateMetricsReport FAILED
FAILURE: Build failed with an exception.
* Where:
Build file '<https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/.test-infra/jenkins/build.gradle'> line: 44
* What went wrong:
Execution failed for task ':beam-test-jenkins:generateMetricsReport'.
> Process 'command 'sh'' finished with non-zero exit value 1
* Try:
> Run with --stacktrace option to get the stack trace.
> Run with --info or --debug option to get more log output.
> Run with --scan to get full insights.
* Get more help at https://help.gradle.org
BUILD FAILED in 56s
12 actionable tasks: 6 executed, 4 from cache, 2 up-to-date
Publishing build scan...
https://gradle.com/s/hqansnro5y56o
Build step 'Invoke Gradle script' changed build result to FAILURE
Build step 'Invoke Gradle script' marked build as failure
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Beam Metrics Report (2022-04-05)
Posted by Apache Jenkins Server <je...@builds.apache.org>.
# Beam Metrics Report
Color legend: >= 20 | >= 10 | <= -10 | <= -20
---|---|---|---
## Possible regression
**Measurement** | **Metric** | **Runner** | **Mean previous week** | **Mean
last week** | **Diff %** | **Dashboard**
---|---|---|---|---|---|---
java_batch_cogbk_1 | sparkstructuredstreaming_runtime_sec | - | 114.68 |
141.87 | 23.71 | [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
java_batch_cogbk_2 | dataflow_runtime_sec | - | 40.69 | 44.83 | 10.19 |
[[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
java_batch_cogbk_3 | sparkstructuredstreaming_runtime_sec | - | 17.73 | 19.94
| 12.47 | [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
java_batch_cogbk_4 | dataflow_v2_java17_runtime_sec | - | 12.9 | 15.77 | 22.23
| [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
java_batch_combine_4 | sparkstructuredstreaming_runtime_sec | - | 120.64 |
137.46 | 13.94 | [[1]](http://metrics.beam.apache.org/d/WNzYt13Zk)
java_batch_gbk_2 | sparkstructuredstreaming_runtime_sec | - | 103.34 | 122.37
| 18.41 | [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_4 | dataflow_v2_java11_runtime_sec | - | 17.53 | 21.23 | 21.1 |
[[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_7 | dataflow_v2_java17_runtime_sec | - | 44.62 | 50.77 | 13.78
| [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_pardo_2 | dataflow_v2_java11_runtime_sec | - | 72.04 | 79.36 |
10.17 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_batch_pardo_3 | dataflow_v2_java11_runtime_sec | - | 11.46 | 13.45 |
17.29 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_batch_pardo_3 | dataflow_v2_java17_runtime_sec | - | 10.63 | 14.96 |
40.82 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_batch_pardo_4 | dataflow_runtime_sec | - | 22.7 | 25.44 | 12.06 |
[[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_streaming_pardo_2 | dataflow_v2_java17_runtime_sec | - | 435.8 | 488.53 |
12.1 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_streaming_pardo_3 | dataflow_v2_java11_runtime_sec | - | 44.24 | 53.66 |
21.29 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
many_files_textioit_hdfs_results | write_time | - | -412116557.82 |
-1505537723.7 | 265.32 | [[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
python_direct_microbenchmarks | teststream_microbenchmark_runtime_sec | - |
347.48 | 395.24 | 13.75 |
python_psio_2GB_results | pubsub_io_perf_read_runtime | - | 163.0 | 191.75 |
17.64 | [[1]](http://metrics.beam.apache.org/d/gP7vMPqZz)
nexmark_0_batch | RuntimeMs | FlinkRunner | 1118.71 | 1418.35 | 26.78 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_0_batch | RuntimeMs | SparkRunner | 1389.52 | 1609.35 | 15.82 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_10_batch | RuntimeMs | FlinkRunner | 583.93 | 649.13 | 11.17 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_11_batch | RuntimeMs | SparkRunner | 1384.79 | 1549.74 | 11.91 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_13_batch | RuntimeMs | FlinkRunner | 380.29 | 447.65 | 17.71 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_13_batch | RuntimeMs | SparkRunner | 343.52 | 386.98 | 12.65 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_14_batch | RuntimeMs | FlinkRunner | 476.36 | 556.87 | 16.9 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_15_batch | RuntimeMs | FlinkRunner | 415.43 | 535.65 | 28.94 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_16_batch | RuntimeMs | FlinkRunner | 217.96 | 244.65 | 12.24 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_16_batch | RuntimeMs | SparkRunner | 1279.43 | 1515.93 | 18.49 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_1_batch | RuntimeMs | FlinkRunner | 340.43 | 482.87 | 41.84 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_2_batch | RuntimeMs | DirectRunner | 1568.79 | 1731.78 | 10.39 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
nexmark_2_batch | RuntimeMs | SparkRunner | 288.54 | 380.54 | 31.89 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_3_batch | RuntimeMs | SparkRunner | 2086.27 | 2330.54 | 11.71 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_4_batch | RuntimeMs | DataflowRunner | 29161.79 | 32314.09 | 10.81 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_4_batch | RuntimeMs | FlinkRunner | 870.96 | 996.39 | 14.4 |
[[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_5_batch | RuntimeMs | FlinkRunner | 739.21 | 848.3 | 14.76 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_6_batch | RuntimeMs | FlinkRunner | 516.75 | 662.0 | 28.11 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_6_batch | RuntimeMs | SparkRunner | 677.8 | 833.22 | 22.93 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_7_batch | RuntimeMs | SparkRunner | 1442.62 | 1591.07 | 10.29 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_7_streaming | RuntimeMs | FlinkRunner | 10752.07 | 12654.52 | 17.69 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_8_batch | RuntimeMs | FlinkRunner | 440.46 | 517.35 | 17.46 |
[[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_9_batch | RuntimeMs | FlinkRunner | 303.61 | 392.7 | 29.34 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
nexmark_9_batch | RuntimeMs | SparkRunner | 551.36 | 610.41 | 10.71 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_PRs_10_streaming | RuntimeMs | DataflowRunner | 110690.0 | 127084.75 |
14.81 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_PRs_12_batch | RuntimeMs | DataflowRunner | 17447.0 | 20674.4 | 18.5 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_PRs_8_batch | RuntimeMs | DataflowRunner | 13098.0 | 16596.8 | 26.71 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
## Possible improvement
**Measurement** | **Metric** | **Runner** | **Mean previous week** | **Mean
last week** | **Diff %** | **Dashboard**
---|---|---|---|---|---|---
avroioit_hdfs_results | read_time | - | 63.54 | 18.33 | -71.15 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
avroioit_hdfs_results | write_time | - | 80.28 | 24.86 | -69.03 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
bqio_10GB_results_java_batch_avro | avro_write_time | - | 32.65 | 28.75 |
-11.93 | [[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
bqio_10GB_results_java_batch_avro | read_time | - | 16.09 | 1.63 | -89.88 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
bqio_10GB_results_java_batch_json | read_time | - | 13.75 | 1.56 | -88.66 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
bqio_10GB_results_java_stream | write_time | - | 55.01 | 24.3 | -55.83 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
compressed_textioit_hdfs_results | read_time | - | 105.32 | 12.33 | -88.3 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
compressed_textioit_hdfs_results | write_time | - | 134.34 | 16.62 | -87.63 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
hadoopformatioit_results | read_time | - | 2.28 | 0.21 | -90.81 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
hadoopformatioit_results | write_time | - | 4.48 | 0.6 | -86.62 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
java_batch_cogbk_3 | dataflow_v2_java11_runtime_sec | - | 14.94 | 12.66 |
-15.27 | [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
java_batch_gbk_1 | sparkstructuredstreaming_runtime_sec | - | 722.67 | 555.19
| -23.18 | [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_2 | dataflow_v2_java17_runtime_sec | - | 48.12 | 43.2 | -10.22
| [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_3 | dataflow_v2_java11_runtime_sec | - | 18.03 | 13.96 | -22.58
| [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_3 | dataflow_v2_java17_runtime_sec | - | 19.44 | 15.54 | -20.05
| [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_5 | sparkstructuredstreaming_runtime_sec | - | 141.99 | 102.21
| -28.02 | [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_6 | dataflow_v2_java11_runtime_sec | - | 28.72 | 25.81 | -10.12
| [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_6 | dataflow_v2_java17_runtime_sec | - | 30.79 | 25.14 | -18.35
| [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_pardo_1 | dataflow_runtime_sec | - | 19.49 | 16.66 | -14.52 |
[[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_batch_pardo_1 | sparkstructuredstreaming_runtime_sec | - | 68.64 | 54.11
| -21.16 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_batch_pardo_4 | dataflow_v2_java17_runtime_sec | - | 26.65 | 22.91 |
-14.04 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
jdbcioit_results | write_time | - | 56.95 | 50.07 | -12.08 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
many_files_textioit_hdfs_results | read_time | - | 18.46 | 1.36 | -92.63 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
parquetioit_hdfs_results | read_time | - | 49.64 | 4.44 | -91.06 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
parquetioit_hdfs_results | write_time | - | 82.39 | 6.8 | -91.75 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
parquetioit_results | read_time | - | 58.17 | 9.42 | -83.8 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
parquetioit_results | write_time | - | 86.6 | 14.69 | -83.03 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
python_batch_gbk_3 | python_dataflow_batch_gbk_3_runtime | - | 27.14 | 23.17 |
-14.65 | [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
python_batch_gbk_4 | python_dataflow_batch_gbk_4_runtime | - | 118.71 | 104.17
| -12.25 | [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
python_streaming_cogbk_1 | python_dataflow_streaming_cogbk_1_runtime | - |
755.29 | 530.17 | -29.81 | [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
python_streaming_cogbk_2 | python_dataflow_streaming_cogbk_2_runtime | - |
480.0 | 315.83 | -34.2 | [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
python_streaming_cogbk_3 | python_dataflow_streaming_cogbk_3_runtime | - |
581.57 | 366.33 | -37.01 | [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
python_streaming_cogbk_4 | python_dataflow_streaming_cogbk_4_runtime | - |
475.14 | 300.83 | -36.69 | [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
python_streaming_gbk_6 | python_dataflow_streaming_gbk_6_runtime | - | 606.57
| 425.0 | -29.93 | [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
python_streaming_gbk_7 | python_dataflow_streaming_gbk_7_runtime | - | 591.0 |
431.5 | -26.99 | [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
python_streaming_pardo_1 | python_dataflow_streaming_pardo_1_runtime | - |
309.0 | 168.33 | -45.52 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
python_streaming_pardo_3 | python_dataflow_streaming_pardo_3_runtime | - |
232.86 | 154.33 | -33.72 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
python_streaming_pardo_4 | python_dataflow_streaming_pardo_4_runtime | - |
552.71 | 401.33 | -27.39 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
textioit_hdfs_results | read_time | - | 10.51 | 1.38 | -86.83 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
textioit_hdfs_results | write_time | - | 16.33 | 2.16 | -86.74 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
xmlioit_hdfs_results | read_time | - | 16.25 | 3.32 | -79.56 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
xmlioit_hdfs_results | write_time | - | 17.06 | 3.75 | -78.01 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
nexmark_13_sql_streaming | RuntimeMs | DataflowRunner | 36499.29 | 32735.68 |
-10.31 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_PRs_0_streaming | RuntimeMs | DataflowRunner | 46960.0 | 34596.0 |
-26.33 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_PRs_11_batch | RuntimeMs | DataflowRunner | 40787.0 | 34977.8 | -14.24
| [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_PRs_11_streaming | RuntimeMs | DataflowRunner | 199811.0 | 169947.0 |
-14.95 | [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_PRs_12_streaming | RuntimeMs | DataflowRunner | 174120.0 | 105072.5 |
-39.66 | [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_PRs_15_batch | RuntimeMs | DataflowRunner | 49903.0 | 43308.6 | -13.21
| [[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
nexmark_PRs_16_streaming | RuntimeMs | DataflowRunner | 113315.0 | 96382.5 |
-14.94 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_PRs_1_streaming | RuntimeMs | DataflowRunner | 31312.0 | 27611.0 |
-11.82 | [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_PRs_2_batch | RuntimeMs | DataflowRunner | 13151.0 | 11384.6 | -13.43
| [[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_PRs_3_streaming | RuntimeMs | DataflowRunner | 54710.0 | 44257.0 |
-19.11 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_PRs_5_streaming | RuntimeMs | DataflowRunner | 260981.0 | 204224.0 |
-21.75 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_PRs_7_streaming | RuntimeMs | DataflowRunner | 185875.0 | 128141.0 |
-31.06 | [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
## All metrics
**Measurement** | **Metric** | **Runner** | **Mean previous week** | **Mean
last week** | **Diff %** | **Dashboard**
---|---|---|---|---|---|---
avroioit_hdfs_results | read_time | - | 63.54 | 18.33 | -71.15 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
avroioit_hdfs_results | write_time | - | 80.28 | 24.86 | -69.03 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
avroioit_results | read_time | - | 92.64 | 91.96 | -0.73 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
avroioit_results | write_time | - | 114.89 | 113.16 | -1.51 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
bqio_10GB_results_java_batch_avro | avro_write_time | - | 32.65 | 28.75 |
-11.93 | [[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
bqio_10GB_results_java_batch_avro | read_time | - | 16.09 | 1.63 | -89.88 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
bqio_10GB_results_java_batch_json | read_time | - | 13.75 | 1.56 | -88.66 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
bqio_10GB_results_java_batch_json | write_time | - | 50.09 | 49.75 | -0.69 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
bqio_10GB_results_java_stream | write_time | - | 55.01 | 24.3 | -55.83 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
compressed_textioit_hdfs_results | read_time | - | 105.32 | 12.33 | -88.3 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
compressed_textioit_hdfs_results | write_time | - | 134.34 | 16.62 | -87.63 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
compressed_textioit_results | read_time | - | 168.52 | 157.55 | -6.51 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
compressed_textioit_results | write_time | - | 204.85 | 201.09 | -1.83 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
hadoopformatioit_results | read_time | - | 2.28 | 0.21 | -90.81 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
hadoopformatioit_results | write_time | - | 4.48 | 0.6 | -86.62 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
java_batch_cogbk_1 | dataflow_runtime_sec | - | 42.78 | 43.17 | 0.92 |
[[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
java_batch_cogbk_1 | dataflow_v2_java11_runtime_sec | - | 52.15 | 53.76 | 3.08
| [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
java_batch_cogbk_1 | dataflow_v2_java17_runtime_sec | - | 53.98 | 51.35 |
-4.86 | [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
java_batch_cogbk_1 | sparkstructuredstreaming_runtime_sec | - | 114.68 |
141.87 | 23.71 | [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
java_batch_cogbk_2 | dataflow_runtime_sec | - | 40.69 | 44.83 | 10.19 |
[[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
java_batch_cogbk_2 | dataflow_v2_java11_runtime_sec | - | 52.52 | 54.18 | 3.16
| [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
java_batch_cogbk_2 | dataflow_v2_java17_runtime_sec | - | 52.22 | 54.31 | 3.99
| [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
java_batch_cogbk_2 | sparkstructuredstreaming_runtime_sec | - | 110.83 |
118.74 | 7.13 | [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
java_batch_cogbk_3 | dataflow_runtime_sec | - | 13.06 | 12.53 | -4.07 |
[[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
java_batch_cogbk_3 | dataflow_v2_java11_runtime_sec | - | 14.94 | 12.66 |
-15.27 | [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
java_batch_cogbk_3 | dataflow_v2_java17_runtime_sec | - | 14.73 | 15.48 | 5.1
| [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
java_batch_cogbk_3 | sparkstructuredstreaming_runtime_sec | - | 17.73 | 19.94
| 12.47 | [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
java_batch_cogbk_4 | dataflow_runtime_sec | - | 14.48 | 13.37 | -7.7 |
[[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
java_batch_cogbk_4 | dataflow_v2_java11_runtime_sec | - | 13.44 | 13.47 | 0.29
| [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
java_batch_cogbk_4 | dataflow_v2_java17_runtime_sec | - | 12.9 | 15.77 | 22.23
| [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
java_batch_cogbk_4 | sparkstructuredstreaming_runtime_sec | - | 18.15 | 18.55
| 2.21 | [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
java_batch_combine_1 | dataflow_runtime_sec | - | 62.61 | 63.39 | 1.24 |
[[1]](http://metrics.beam.apache.org/d/WNzYt13Zk)
java_batch_combine_1 | sparkstructuredstreaming_runtime_sec | - | 534.91 |
568.01 | 6.19 | [[1]](http://metrics.beam.apache.org/d/WNzYt13Zk)
java_batch_combine_4 | dataflow_runtime_sec | - | 24.82 | 24.82 | -0.01 |
[[1]](http://metrics.beam.apache.org/d/WNzYt13Zk)
java_batch_combine_4 | sparkstructuredstreaming_runtime_sec | - | 120.64 |
137.46 | 13.94 | [[1]](http://metrics.beam.apache.org/d/WNzYt13Zk)
java_batch_combine_5 | dataflow_runtime_sec | - | 24.55 | 23.54 | -4.12 |
[[1]](http://metrics.beam.apache.org/d/WNzYt13Zk)
java_batch_combine_5 | sparkstructuredstreaming_runtime_sec | - | 124.83 |
131.57 | 5.4 | [[1]](http://metrics.beam.apache.org/d/WNzYt13Zk)
java_batch_gbk_1 | dataflow_runtime_sec | - | 130.49 | 133.49 | 2.3 |
[[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_1 | dataflow_v2_java11_runtime_sec | - | 94.79 | 99.61 | 5.08 |
[[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_1 | dataflow_v2_java17_runtime_sec | - | 91.48 | 96.63 | 5.62 |
[[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_1 | sparkstructuredstreaming_runtime_sec | - | 722.67 | 555.19
| -23.18 | [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_2 | dataflow_runtime_sec | - | 33.31 | 35.44 | 6.4 |
[[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_2 | dataflow_v2_java11_runtime_sec | - | 49.95 | 47.09 | -5.73
| [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_2 | dataflow_v2_java17_runtime_sec | - | 48.12 | 43.2 | -10.22
| [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_2 | sparkstructuredstreaming_runtime_sec | - | 103.34 | 122.37
| 18.41 | [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_3 | dataflow_runtime_sec | - | 11.45 | 10.87 | -5.0 |
[[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_3 | dataflow_v2_java11_runtime_sec | - | 18.03 | 13.96 | -22.58
| [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_3 | dataflow_v2_java17_runtime_sec | - | 19.44 | 15.54 | -20.05
| [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_3 | sparkstructuredstreaming_runtime_sec | - | 9.81 | 9.45 |
-3.73 | [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_4 | dataflow_runtime_sec | - | 17.57 | 16.87 | -3.96 |
[[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_4 | dataflow_v2_java11_runtime_sec | - | 17.53 | 21.23 | 21.1 |
[[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_4 | dataflow_v2_java17_runtime_sec | - | 22.65 | 21.16 | -6.58
| [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_4 | sparkstructuredstreaming_runtime_sec | - | 114.16 | 107.0 |
-6.27 | [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_5 | dataflow_runtime_sec | - | 16.98 | 15.76 | -7.22 |
[[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_5 | dataflow_v2_java11_runtime_sec | - | 19.23 | 19.77 | 2.8 |
[[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_5 | dataflow_v2_java17_runtime_sec | - | 19.46 | 19.12 | -1.78
| [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_5 | sparkstructuredstreaming_runtime_sec | - | 141.99 | 102.21
| -28.02 | [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_6 | dataflow_runtime_sec | - | 38.49 | 38.95 | 1.19 |
[[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_6 | dataflow_v2_java11_runtime_sec | - | 28.72 | 25.81 | -10.12
| [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_6 | dataflow_v2_java17_runtime_sec | - | 30.79 | 25.14 | -18.35
| [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_6 | sparkstructuredstreaming_runtime_sec | - | 72.24 | 66.53 |
-7.9 | [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_7 | dataflow_runtime_sec | - | 51.04 | 50.83 | -0.4 |
[[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_7 | dataflow_v2_java11_runtime_sec | - | 41.75 | 40.43 | -3.15
| [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_7 | dataflow_v2_java17_runtime_sec | - | 44.62 | 50.77 | 13.78
| [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_gbk_7 | sparkstructuredstreaming_runtime_sec | - | 100.04 | 90.09 |
-9.94 | [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_batch_pardo_1 | dataflow_runtime_sec | - | 19.49 | 16.66 | -14.52 |
[[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_batch_pardo_1 | dataflow_v2_java11_runtime_sec | - | 15.1 | 14.87 | -1.57
| [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_batch_pardo_1 | dataflow_v2_java17_runtime_sec | - | 14.26 | 14.62 | 2.5
| [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_batch_pardo_1 | sparkstructuredstreaming_runtime_sec | - | 68.64 | 54.11
| -21.16 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_batch_pardo_2 | dataflow_runtime_sec | - | 191.02 | 182.04 | -4.7 |
[[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_batch_pardo_2 | dataflow_v2_java11_runtime_sec | - | 72.04 | 79.36 |
10.17 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_batch_pardo_2 | dataflow_v2_java17_runtime_sec | - | 70.43 | 67.65 |
-3.95 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_batch_pardo_3 | dataflow_runtime_sec | - | 13.34 | 13.39 | 0.41 |
[[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_batch_pardo_3 | dataflow_v2_java11_runtime_sec | - | 11.46 | 13.45 |
17.29 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_batch_pardo_3 | dataflow_v2_java17_runtime_sec | - | 10.63 | 14.96 |
40.82 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_batch_pardo_4 | dataflow_runtime_sec | - | 22.7 | 25.44 | 12.06 |
[[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_batch_pardo_4 | dataflow_v2_java11_runtime_sec | - | 24.84 | 25.74 | 3.63
| [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_batch_pardo_4 | dataflow_v2_java17_runtime_sec | - | 26.65 | 22.91 |
-14.04 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_streaming_cogbk_1 | dataflow_runtime_sec | - | 925.62 | 893.93 | -3.42 |
[[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
java_streaming_cogbk_1 | dataflow_v2_java17_runtime_sec | - | 10887.49 |
11195.46 | 2.83 | [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
java_streaming_cogbk_2 | dataflow_runtime_sec | - | 907.52 | 937.19 | 3.27 |
[[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
java_streaming_cogbk_3 | dataflow_runtime_sec | - | 114.71 | 117.06 | 2.05 |
[[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
java_streaming_cogbk_4 | dataflow_runtime_sec | - | 116.44 | 119.08 | 2.27 |
[[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
java_streaming_combine_1 | dataflow_runtime_sec | - | 483.63 | 494.73 | 2.29 |
[[1]](http://metrics.beam.apache.org/d/WNzYt13Zk)
java_streaming_combine_4 | dataflow_runtime_sec | - | 325.28 | 316.33 | -2.75
| [[1]](http://metrics.beam.apache.org/d/WNzYt13Zk)
java_streaming_combine_5 | dataflow_runtime_sec | - | 315.48 | 307.17 | -2.63
| [[1]](http://metrics.beam.apache.org/d/WNzYt13Zk)
java_streaming_gbk_1 | dataflow_runtime_sec | - | 637.22 | 681.14 | 6.89 |
[[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_streaming_gbk_2 | dataflow_runtime_sec | - | 954.55 | 864.22 | -9.46 |
[[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_streaming_gbk_3 | dataflow_runtime_sec | - | 21.55 | 23.28 | 8.02 |
[[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_streaming_gbk_4 | dataflow_runtime_sec | - | 289.89 | 290.66 | 0.27 |
[[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_streaming_gbk_5 | dataflow_runtime_sec | - | 297.93 | 282.34 | -5.23 |
[[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_streaming_gbk_6 | dataflow_runtime_sec | - | 74.07 | 74.49 | 0.57 |
[[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_streaming_gbk_7 | dataflow_runtime_sec | - | 135.97 | 131.24 | -3.48 |
[[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
java_streaming_pardo_1 | dataflow_runtime_sec | - | 19.17 | 18.97 | -1.07 |
[[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_streaming_pardo_1 | dataflow_v2_java11_runtime_sec | - | 62.47 | 63.22 |
1.21 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_streaming_pardo_1 | dataflow_v2_java17_runtime_sec | - | 60.1 | 59.31 |
-1.3 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_streaming_pardo_2 | dataflow_runtime_sec | - | 220.36 | 242.29 | 9.95 |
[[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_streaming_pardo_2 | dataflow_v2_java11_runtime_sec | - | 557.71 | 513.65
| -7.9 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_streaming_pardo_2 | dataflow_v2_java17_runtime_sec | - | 435.8 | 488.53 |
12.1 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_streaming_pardo_3 | dataflow_runtime_sec | - | 12.34 | 12.29 | -0.39 |
[[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_streaming_pardo_3 | dataflow_v2_java11_runtime_sec | - | 44.24 | 53.66 |
21.29 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_streaming_pardo_3 | dataflow_v2_java17_runtime_sec | - | 53.04 | 47.94 |
-9.63 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_streaming_pardo_4 | dataflow_runtime_sec | - | 31.7 | 31.78 | 0.27 |
[[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_streaming_pardo_4 | dataflow_v2_java11_runtime_sec | - | 99.83 | 100.9 |
1.07 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
java_streaming_pardo_4 | dataflow_v2_java17_runtime_sec | - | 96.46 | 103.53 |
7.32 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
jdbcioit_results | read_time | - | 24.62 | 22.89 | -7.02 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
jdbcioit_results | write_time | - | 56.95 | 50.07 | -12.08 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
many_files_textioit_hdfs_results | read_time | - | 18.46 | 1.36 | -92.63 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
many_files_textioit_hdfs_results | write_time | - | -412116557.82 |
-1505537723.7 | 265.32 | [[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
many_files_textioit_results | read_time | - | 24.67 | 24.65 | -0.09 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
many_files_textioit_results | write_time | - | 56.08 | 54.01 | -3.7 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
mongodbioit_results | read_time | - | 31.31 | 32.2 | 2.83 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
mongodbioit_results | write_time | - | 59.96 | 56.88 | -5.14 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
parquetioit_hdfs_results | read_time | - | 49.64 | 4.44 | -91.06 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
parquetioit_hdfs_results | write_time | - | 82.39 | 6.8 | -91.75 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
parquetioit_results | read_time | - | 58.17 | 9.42 | -83.8 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
parquetioit_results | write_time | - | 86.6 | 14.69 | -83.03 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
python_batch_cogbk_1 | python_dataflow_batch_cogbk_1_runtime | - | 519.71 |
472.67 | -9.05 | [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
python_batch_cogbk_2 | python_dataflow_batch_cogbk_2_runtime | - | 296.43 |
288.5 | -2.67 | [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
python_batch_cogbk_3 | python_dataflow_batch_cogbk_3_runtime | - | 253.0 |
260.0 | 2.77 | [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
python_batch_cogbk_4 | python_dataflow_batch_cogbk_4_runtime | - | 266.57 |
272.17 | 2.1 | [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
python_batch_combine_1 | python_dataflow_batch_combine_1_runtime | - | 867.57
| 854.67 | -1.49 | [[1]](http://metrics.beam.apache.org/d/WNzYt13Zk)
python_batch_combine_4 | python_dataflow_batch_combine_4_runtime | - | 31.57 |
34.17 | 8.22 | [[1]](http://metrics.beam.apache.org/d/WNzYt13Zk)
python_batch_combine_5 | python_dataflow_batch_combine_5_runtime | - | 28.86 |
29.0 | 0.5 | [[1]](http://metrics.beam.apache.org/d/WNzYt13Zk)
python_batch_gbk_1 | python_dataflow_batch_gbk_1_runtime | - | 1902.43 |
1812.5 | -4.73 | [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
python_batch_gbk_2 | python_dataflow_batch_gbk_2_runtime | - | 360.86 | 351.0
| -2.73 | [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
python_batch_gbk_3 | python_dataflow_batch_gbk_3_runtime | - | 27.14 | 23.17 |
-14.65 | [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
python_batch_gbk_4 | python_dataflow_batch_gbk_4_runtime | - | 118.71 | 104.17
| -12.25 | [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
python_batch_gbk_5 | python_dataflow_batch_gbk_5_runtime | - | 105.43 | 107.67
| 2.12 | [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
python_batch_gbk_6 | python_dataflow_batch_gbk_6_runtime | - | 339.0 | 339.67
| 0.2 | [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
python_batch_gbk_7 | python_dataflow_batch_gbk_7_runtime | - | 337.57 | 338.67
| 0.32 | [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
python_batch_pardo_1 | python_dataflow_batch_pardo_1_runtime | - | 165.14 |
155.0 | -6.14 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
python_batch_pardo_2 | python_dataflow_batch_pardo_2_runtime | - | 1542.29 |
1494.83 | -3.08 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
python_batch_pardo_3 | python_dataflow_batch_pardo_3_runtime | - | 135.86 |
145.83 | 7.34 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
python_batch_pardo_4 | python_dataflow_batch_pardo_4_runtime | - | 346.57 |
346.83 | 0.08 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
python_batch_sideinput_1 | python_dataflow_batch_sideinput_1_runtime | - |
48.86 | 48.0 | -1.75 | [[1]](http://metrics.beam.apache.org/d/-E9aGlFGk)
python_batch_sideinput_2 | python_dataflow_batch_sideinput_2_runtime | - |
48.57 | 48.0 | -1.18 | [[1]](http://metrics.beam.apache.org/d/-E9aGlFGk)
python_batch_sideinput_3 | python_dataflow_batch_sideinput_3_runtime | - |
6.29 | 6.0 | -4.55 | [[1]](http://metrics.beam.apache.org/d/-E9aGlFGk)
python_batch_sideinput_4 | python_dataflow_batch_sideinput_4_runtime | - |
495.43 | 478.83 | -3.35 | [[1]](http://metrics.beam.apache.org/d/-E9aGlFGk)
python_batch_sideinput_5 | python_dataflow_batch_sideinput_5_runtime | - |
49.57 | 48.67 | -1.83 | [[1]](http://metrics.beam.apache.org/d/-E9aGlFGk)
python_batch_sideinput_6 | python_dataflow_batch_sideinput_6_runtime | - |
50.14 | 48.33 | -3.61 | [[1]](http://metrics.beam.apache.org/d/-E9aGlFGk)
python_batch_sideinput_7 | python_dataflow_batch_sideinput_7_runtime | - |
5013.14 | 5385.17 | 7.42 | [[1]](http://metrics.beam.apache.org/d/-E9aGlFGk)
python_batch_sideinput_8 | python_dataflow_batch_sideinput_8_runtime | - |
5470.29 | 5554.17 | 1.53 | [[1]](http://metrics.beam.apache.org/d/-E9aGlFGk)
python_bqio_read_10GB_results | bqio_read_10GB_results_runtime | - | 103.29 |
105.5 | 2.14 | [[1]](http://metrics.beam.apache.org/d/gP7vMPqZz)
python_bqio_write_10GB_results | bqio_write_10GB_results_runtime | - | 238.57
| 234.17 | -1.85 | [[1]](http://metrics.beam.apache.org/d/gP7vMPqZz)
python_direct_microbenchmarks | fn_api_runner_microbenchmark_runtime_sec | - |
103.55 | 99.86 | -3.56 |
python_direct_microbenchmarks | teststream_microbenchmark_runtime_sec | - |
347.48 | 395.24 | 13.75 |
python_psio_2GB_results | pubsub_io_perf_read_runtime | - | 163.0 | 191.75 |
17.64 | [[1]](http://metrics.beam.apache.org/d/gP7vMPqZz)
python_psio_2GB_results | pubsub_io_perf_write_runtime | - | 108.29 | 105.33 |
-2.73 | [[1]](http://metrics.beam.apache.org/d/gP7vMPqZz)
python_spanner_write_2GB_results | pyspanner_write_2GB_results_runtime | - |
1591.71 | 1604.67 | 0.81 | [[1]](http://metrics.beam.apache.org/d/gP7vMPqZz)
python_spannerio_read_2GB_results | pyspanner_read_2GB_results_runtime | - |
25.71 | 24.0 | -6.67 | [[1]](http://metrics.beam.apache.org/d/gP7vMPqZz)
python_streaming_cogbk_1 | python_dataflow_streaming_cogbk_1_runtime | - |
755.29 | 530.17 | -29.81 | [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
python_streaming_cogbk_2 | python_dataflow_streaming_cogbk_2_runtime | - |
480.0 | 315.83 | -34.2 | [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
python_streaming_cogbk_3 | python_dataflow_streaming_cogbk_3_runtime | - |
581.57 | 366.33 | -37.01 | [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
python_streaming_cogbk_4 | python_dataflow_streaming_cogbk_4_runtime | - |
475.14 | 300.83 | -36.69 | [[1]](http://metrics.beam.apache.org/d/fK0U4JqWz)
python_streaming_gbk_3 | python_dataflow_streaming_gbk_3_runtime | - | 90.29 |
96.83 | 7.25 | [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
python_streaming_gbk_6 | python_dataflow_streaming_gbk_6_runtime | - | 606.57
| 425.0 | -29.93 | [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
python_streaming_gbk_7 | python_dataflow_streaming_gbk_7_runtime | - | 591.0 |
431.5 | -26.99 | [[1]](http://metrics.beam.apache.org/d/UYZ-oJ3Zk)
python_streaming_pardo_1 | python_dataflow_streaming_pardo_1_runtime | - |
309.0 | 168.33 | -45.52 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
python_streaming_pardo_2 | python_dataflow_streaming_pardo_2_runtime | - |
2494.0 | 2282.33 | -8.49 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
python_streaming_pardo_3 | python_dataflow_streaming_pardo_3_runtime | - |
232.86 | 154.33 | -33.72 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
python_streaming_pardo_4 | python_dataflow_streaming_pardo_4_runtime | - |
552.71 | 401.33 | -27.39 | [[1]](http://metrics.beam.apache.org/d/MOi-kf3Zk)
textioit_hdfs_results | read_time | - | 10.51 | 1.38 | -86.83 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
textioit_hdfs_results | write_time | - | 16.33 | 2.16 | -86.74 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
textioit_results | read_time | - | 20.04 | 19.79 | -1.27 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
textioit_results | write_time | - | 30.32 | 28.58 | -5.75 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
tfrecordioit_results | read_time | - | 14.71 | 14.73 | 0.13 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
tfrecordioit_results | write_time | - | 20.61 | 19.43 | -5.76 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
wordcount_py37_results | runtime | - | 907.34 | 909.04 | 0.19 |
[[1]](http://metrics.beam.apache.org/d/1cnwVDkGk)
xmlioit_hdfs_results | read_time | - | 16.25 | 3.32 | -79.56 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
xmlioit_hdfs_results | write_time | - | 17.06 | 3.75 | -78.01 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
xmlioit_results | read_time | - | 23.39 | 23.63 | 1.02 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
xmlioit_results | write_time | - | 22.73 | 23.04 | 1.4 |
[[1]](http://metrics.beam.apache.org/d/bnlHKP3Wz)
nexmark_0_batch | RuntimeMs | DataflowRunner | 25954.21 | 24879.43 | -4.14 |
[[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_0_batch | RuntimeMs | DirectRunner | 5282.46 | 5214.91 | -1.28 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_0_batch | RuntimeMs | FlinkRunner | 1118.71 | 1418.35 | 26.78 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_0_batch | RuntimeMs | SparkRunner | 1389.52 | 1609.35 | 15.82 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_0_batch | RuntimeMs | SparkStructuredStreamingRunner | 1606.98 |
1683.8 | 4.78 | [[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_0_sql_batch | RuntimeMs | DataflowRunner | 31707.32 | 31244.45 | -1.46
| [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_0_sql_batch | RuntimeMs | DirectRunner | 5563.93 | 5627.39 | 1.14 |
[[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_0_sql_batch | RuntimeMs | SparkRunner | 3231.98 | 3330.39 | 3.04 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_0_sql_batch | RuntimeMs | SparkStructuredStreamingRunner | 2961.23 |
3015.02 | 1.82 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_0_sql_streaming | RuntimeMs | DataflowRunner | 22226.21 | 21404.0 |
-3.7 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_0_sql_streaming | RuntimeMs | DirectRunner | 15314.43 | 15478.17 |
1.07 | [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_0_sql_streaming | RuntimeMs | FlinkRunner | 1773.07 | 1805.3 | 1.82 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_0_streaming | RuntimeMs | DataflowRunner | 35756.4 | 36298.51 | 1.52 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_0_streaming | RuntimeMs | DirectRunner | 11823.25 | 12270.3 | 3.78 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_0_streaming | RuntimeMs | FlinkRunner | 1430.71 | 1489.09 | 4.08 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_0_zetasql_batch | RuntimeMs | DataflowRunner | 119505.71 | 121306.71 |
1.51 | [[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_0_zetasql_batch | RuntimeMs | DirectRunner | 6798.71 | 6915.13 | 1.71
| [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_0_zetasql_streaming | RuntimeMs | DataflowRunner | 70190.21 | 69978.29
| -0.3 | [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_0_zetasql_streaming | RuntimeMs | DirectRunner | 16804.68 | 17169.74 |
2.17 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_0_zetasql_streaming | RuntimeMs | FlinkRunner | 3161.18 | 3257.65 |
3.05 | [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_10_batch | RuntimeMs | DataflowRunner | 46462.37 | 44867.33 | -3.43 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_10_batch | RuntimeMs | DirectRunner | 10598.89 | 10583.57 | -0.14 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_10_batch | RuntimeMs | FlinkRunner | 583.93 | 649.13 | 11.17 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_10_batch | RuntimeMs | SparkRunner | 714.0 | 737.93 | 3.35 |
[[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_10_batch | RuntimeMs | SparkStructuredStreamingRunner | 1067.66 |
1125.17 | 5.39 | [[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_10_streaming | RuntimeMs | DataflowRunner | 105263.06 | 106445.06 |
1.12 | [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_10_streaming | RuntimeMs | DirectRunner | 43961.32 | 44350.52 | 0.89 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_10_streaming | RuntimeMs | FlinkRunner | 1375.93 | 1461.78 | 6.24 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_11_batch | RuntimeMs | DataflowRunner | 37147.97 | 36837.22 | -0.84 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_11_batch | RuntimeMs | DirectRunner | 3073.79 | 3142.26 | 2.23 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_11_batch | RuntimeMs | FlinkRunner | 228.46 | 239.35 | 4.76 |
[[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
nexmark_11_batch | RuntimeMs | SparkRunner | 1384.79 | 1549.74 | 11.91 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_11_batch | RuntimeMs | SparkStructuredStreamingRunner | 1003.48 |
1071.43 | 6.77 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_11_streaming | RuntimeMs | DataflowRunner | 177814.71 | 173321.32 |
-2.53 | [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_11_streaming | RuntimeMs | DirectRunner | 8617.07 | 8783.48 | 1.93 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_11_streaming | RuntimeMs | FlinkRunner | 1356.36 | 1353.22 | -0.23 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_12_batch | RuntimeMs | DataflowRunner | 19108.81 | 19588.91 | 2.51 |
[[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_12_batch | RuntimeMs | DirectRunner | 2085.32 | 2113.74 | 1.36 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_12_batch | RuntimeMs | FlinkRunner | 176.18 | 192.65 | 9.35 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_12_batch | RuntimeMs | SparkRunner | 900.34 | 962.5 | 6.9 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_12_batch | RuntimeMs | SparkStructuredStreamingRunner | 810.77 | 836.2
| 3.14 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
nexmark_12_streaming | RuntimeMs | DataflowRunner | 95032.91 | 93368.47 |
-1.75 | [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_12_streaming | RuntimeMs | DirectRunner | 7290.5 | 7495.52 | 2.81 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_12_streaming | RuntimeMs | FlinkRunner | 686.68 | 676.13 | -1.54 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_13_batch | RuntimeMs | DataflowRunner | 29220.96 | 29515.39 | 1.01 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_13_batch | RuntimeMs | DirectRunner | 3250.54 | 3153.04 | -3.0 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_13_batch | RuntimeMs | FlinkRunner | 380.29 | 447.65 | 17.71 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_13_batch | RuntimeMs | SparkRunner | 343.52 | 386.98 | 12.65 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_13_batch | RuntimeMs | SparkStructuredStreamingRunner | 536.11 |
556.67 | 3.84 | [[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_13_sql_batch | RuntimeMs | DataflowRunner | 56288.32 | 56011.68 |
-0.49 | [[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_13_sql_batch | RuntimeMs | DirectRunner | 8280.46 | 8360.35 | 0.96 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_13_sql_batch | RuntimeMs | SparkRunner | 3477.75 | 3543.59 | 1.89 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_13_sql_batch | RuntimeMs | SparkStructuredStreamingRunner | 3088.7 |
3179.98 | 2.96 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_13_sql_streaming | RuntimeMs | DataflowRunner | 36499.29 | 32735.68 |
-10.31 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_13_sql_streaming | RuntimeMs | DirectRunner | 18842.93 | 18993.48 |
0.8 | [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_13_sql_streaming | RuntimeMs | FlinkRunner | 27403.29 | 27673.26 |
0.99 | [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_13_streaming | RuntimeMs | DataflowRunner | 27839.43 | 27326.91 |
-1.84 | [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_13_streaming | RuntimeMs | DirectRunner | 9784.61 | 9812.96 | 0.29 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_13_streaming | RuntimeMs | FlinkRunner | 26134.32 | 28605.78 | 9.46 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_13_zetasql_batch | RuntimeMs | DataflowRunner | 286391.18 | 285712.62
| -0.24 | [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_13_zetasql_batch | RuntimeMs | DirectRunner | 9638.11 | 9832.96 | 2.02
| [[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_13_zetasql_streaming | RuntimeMs | DataflowRunner | 123716.68 |
123716.19 | -0.0 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_13_zetasql_streaming | RuntimeMs | DirectRunner | 21069.64 | 21267.7 |
0.94 | [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_13_zetasql_streaming | RuntimeMs | FlinkRunner | 33230.82 | 32123.74 |
-3.33 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_14_batch | RuntimeMs | DataflowRunner | 57068.39 | 55939.52 | -1.98 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
nexmark_14_batch | RuntimeMs | DirectRunner | 3198.89 | 3235.96 | 1.16 |
[[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_14_batch | RuntimeMs | FlinkRunner | 476.36 | 556.87 | 16.9 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_14_batch | RuntimeMs | SparkRunner | 895.32 | 906.15 | 1.21 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
nexmark_14_batch | RuntimeMs | SparkStructuredStreamingRunner | 910.39 |
924.26 | 1.52 | [[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_14_streaming | RuntimeMs | DataflowRunner | 112585.18 | 109000.91 |
-3.18 | [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_14_streaming | RuntimeMs | DirectRunner | 10055.61 | 10229.43 | 1.73 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_14_streaming | RuntimeMs | FlinkRunner | 1676.11 | 1775.7 | 5.94 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_15_batch | RuntimeMs | DataflowRunner | 44582.06 | 45372.12 | 1.77 |
[[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
nexmark_15_batch | RuntimeMs | DirectRunner | 12671.57 | 13013.52 | 2.7 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_15_batch | RuntimeMs | FlinkRunner | 415.43 | 535.65 | 28.94 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_15_batch | RuntimeMs | SparkRunner | 1565.66 | 1624.3 | 3.75 |
[[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_15_batch | RuntimeMs | SparkStructuredStreamingRunner | 1386.16 |
1431.07 | 3.24 | [[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_16_batch | RuntimeMs | DataflowRunner | 50162.41 | 49941.4 | -0.44 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_16_batch | RuntimeMs | DirectRunner | 76923.07 | 77316.78 | 0.51 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
nexmark_16_batch | RuntimeMs | FlinkRunner | 217.96 | 244.65 | 12.24 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_16_batch | RuntimeMs | SparkRunner | 1279.43 | 1515.93 | 18.49 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_16_batch | RuntimeMs | SparkStructuredStreamingRunner | 1156.34 |
1175.93 | 1.69 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_16_streaming | RuntimeMs | DataflowRunner | 97282.49 | 96184.97 |
-1.13 | [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_16_streaming | RuntimeMs | DirectRunner | 80925.71 | 81844.43 | 1.14 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_16_streaming | RuntimeMs | FlinkRunner | 436.0 | 442.39 | 1.47 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_1_batch | RuntimeMs | DataflowRunner | 20068.15 | 19809.22 | -1.29 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_1_batch | RuntimeMs | DirectRunner | 3584.43 | 3455.43 | -3.6 |
[[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
nexmark_1_batch | RuntimeMs | FlinkRunner | 340.43 | 482.87 | 41.84 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_1_batch | RuntimeMs | SparkRunner | 436.86 | 461.09 | 5.55 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_1_batch | RuntimeMs | SparkStructuredStreamingRunner | 611.27 | 640.33
| 4.75 | [[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
nexmark_1_sql_batch | RuntimeMs | DataflowRunner | 29117.32 | 28866.55 | -0.86
| [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_1_sql_batch | RuntimeMs | DirectRunner | 3662.82 | 3636.87 | -0.71 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_1_sql_batch | RuntimeMs | SparkRunner | 2487.8 | 2553.61 | 2.65 |
[[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
nexmark_1_sql_batch | RuntimeMs | SparkStructuredStreamingRunner | 1662.41 |
1703.48 | 2.47 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_1_sql_streaming | RuntimeMs | DataflowRunner | 20815.46 | 19696.18 |
-5.38 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_1_sql_streaming | RuntimeMs | DirectRunner | 11299.82 | 11359.74 |
0.53 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_1_sql_streaming | RuntimeMs | FlinkRunner | 656.68 | 675.65 | 2.89 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_1_streaming | RuntimeMs | DataflowRunner | 29762.75 | 29339.64 | -1.42
| [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_1_streaming | RuntimeMs | DirectRunner | 8122.96 | 8124.04 | 0.01 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_1_streaming | RuntimeMs | FlinkRunner | 680.46 | 696.52 | 2.36 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_2_batch | RuntimeMs | DataflowRunner | 14014.3 | 13656.41 | -2.55 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
nexmark_2_batch | RuntimeMs | DirectRunner | 1568.79 | 1731.78 | 10.39 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
nexmark_2_batch | RuntimeMs | FlinkRunner | 187.04 | 176.78 | -5.48 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_2_batch | RuntimeMs | SparkRunner | 288.54 | 380.54 | 31.89 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_2_batch | RuntimeMs | SparkStructuredStreamingRunner | 460.62 | 469.93
| 2.02 | [[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_2_sql_batch | RuntimeMs | DataflowRunner | 20513.29 | 19613.59 | -4.39
| [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_2_sql_batch | RuntimeMs | DirectRunner | 1580.5 | 1577.43 | -0.19 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_2_sql_batch | RuntimeMs | SparkRunner | 763.86 | 791.46 | 3.61 |
[[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_2_sql_batch | RuntimeMs | SparkStructuredStreamingRunner | 1048.86 |
1063.43 | 1.39 | [[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_2_sql_streaming | RuntimeMs | DataflowRunner | 12790.64 | 12058.32 |
-5.73 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_2_sql_streaming | RuntimeMs | DirectRunner | 6696.07 | 6713.78 | 0.26
| [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_2_sql_streaming | RuntimeMs | FlinkRunner | 355.14 | 369.61 | 4.07 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_2_streaming | RuntimeMs | DataflowRunner | 19957.25 | 19487.67 | -2.35
| [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_2_streaming | RuntimeMs | DirectRunner | 5055.39 | 5077.22 | 0.43 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_2_streaming | RuntimeMs | FlinkRunner | 308.93 | 312.3 | 1.09 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_2_zetasql_batch | RuntimeMs | DataflowRunner | 70170.61 | 70564.14 |
0.56 | [[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_2_zetasql_batch | RuntimeMs | DirectRunner | 2907.96 | 2978.91 | 2.44
| [[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_2_zetasql_streaming | RuntimeMs | DataflowRunner | 40443.68 | 39647.71
| -1.97 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_2_zetasql_streaming | RuntimeMs | DirectRunner | 8077.82 | 8261.17 |
2.27 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_2_zetasql_streaming | RuntimeMs | FlinkRunner | 1133.64 | 1182.87 |
4.34 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_3_batch | RuntimeMs | DataflowRunner | 22974.5 | 22347.17 | -2.73 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_3_batch | RuntimeMs | DirectRunner | 2894.18 | 3104.65 | 7.27 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_3_batch | RuntimeMs | FlinkRunner | 1172.71 | 1286.43 | 9.7 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_3_batch | RuntimeMs | SparkRunner | 2086.27 | 2330.54 | 11.71 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_3_sql_batch | RuntimeMs | DataflowRunner | 25454.14 | 23403.73 | -8.06
| [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
nexmark_3_sql_batch | RuntimeMs | DirectRunner | 3054.96 | 3172.61 | 3.85 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_3_sql_batch | RuntimeMs | SparkRunner | 3490.73 | 3605.59 | 3.29 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_3_sql_batch | RuntimeMs | SparkStructuredStreamingRunner | 3025.54 |
3135.07 | 3.62 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_3_sql_streaming | RuntimeMs | DataflowRunner | 30649.57 | 29252.68 |
-4.56 | [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_3_sql_streaming | RuntimeMs | DirectRunner | 7948.93 | 7976.43 | 0.35
| [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_3_sql_streaming | RuntimeMs | FlinkRunner | 933.61 | 932.35 | -0.13 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_3_streaming | RuntimeMs | DataflowRunner | 46866.15 | 44585.59 | -4.87
| [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_3_streaming | RuntimeMs | DirectRunner | 6732.57 | 6867.39 | 2.0 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_3_streaming | RuntimeMs | FlinkRunner | 433.54 | 449.39 | 3.66 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_3_zetasql_batch | RuntimeMs | DataflowRunner | 48901.25 | 52175.1 |
6.69 | [[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_3_zetasql_batch | RuntimeMs | DirectRunner | 3535.46 | 3597.52 | 1.76
| [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_3_zetasql_streaming | RuntimeMs | DataflowRunner | 45263.21 | 44959.05
| -0.67 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_3_zetasql_streaming | RuntimeMs | DirectRunner | 8456.75 | 8580.65 |
1.47 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_3_zetasql_streaming | RuntimeMs | FlinkRunner | 1199.36 | 1255.04 |
4.64 | [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_4_batch | RuntimeMs | DataflowRunner | 29161.79 | 32314.09 | 10.81 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_4_batch | RuntimeMs | DirectRunner | 2307.86 | 2441.61 | 5.8 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_4_batch | RuntimeMs | FlinkRunner | 870.96 | 996.39 | 14.4 |
[[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_4_batch | RuntimeMs | SparkRunner | 1033.48 | 1077.43 | 4.25 |
[[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
nexmark_4_batch | RuntimeMs | SparkStructuredStreamingRunner | 2288.12 |
2399.93 | 4.89 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_4_streaming | RuntimeMs | DataflowRunner | 49216.96 | 47426.61 | -3.64
| [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_4_streaming | RuntimeMs | DirectRunner | 2554.54 | 2631.04 | 2.99 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_4_streaming | RuntimeMs | FlinkRunner | 1022.79 | 1026.87 | 0.4 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_5_batch | RuntimeMs | DataflowRunner | 31707.25 | 31729.4 | 0.07 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_5_batch | RuntimeMs | DirectRunner | 7641.64 | 7803.74 | 2.12 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_5_batch | RuntimeMs | FlinkRunner | 739.21 | 848.3 | 14.76 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_5_batch | RuntimeMs | SparkRunner | 1522.11 | 1582.8 | 3.99 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_5_batch | RuntimeMs | SparkStructuredStreamingRunner | 1737.46 |
1725.85 | -0.67 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
nexmark_5_streaming | RuntimeMs | DataflowRunner | 215481.92 | 207254.68 |
-3.82 | [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_5_streaming | RuntimeMs | DirectRunner | 14549.82 | 14922.74 | 2.56 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_5_streaming | RuntimeMs | FlinkRunner | 1516.14 | 1484.65 | -2.08 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_6_batch | RuntimeMs | DataflowRunner | 25923.32 | 26469.3 | 2.11 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_6_batch | RuntimeMs | DirectRunner | 1565.93 | 1550.57 | -0.98 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_6_batch | RuntimeMs | FlinkRunner | 516.75 | 662.0 | 28.11 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_6_batch | RuntimeMs | SparkRunner | 677.8 | 833.22 | 22.93 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_6_batch | RuntimeMs | SparkStructuredStreamingRunner | 903.79 | 954.52
| 5.61 | [[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_6_streaming | RuntimeMs | DataflowRunner | 34520.18 | 35924.3 | 4.07 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_6_streaming | RuntimeMs | DirectRunner | 1770.57 | 1772.04 | 0.08 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_6_streaming | RuntimeMs | FlinkRunner | 581.96 | 584.52 | 0.44 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_7_batch | RuntimeMs | DataflowRunner | 47983.14 | 48954.26 | 2.02 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_7_batch | RuntimeMs | DirectRunner | 18604.36 | 18723.04 | 0.64 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_7_batch | RuntimeMs | FlinkRunner | 634.18 | 683.7 | 7.81 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_7_batch | RuntimeMs | SparkRunner | 1442.62 | 1591.07 | 10.29 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_7_batch | RuntimeMs | SparkStructuredStreamingRunner | 2122.2 |
2193.93 | 3.38 | [[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_7_sql_batch | RuntimeMs | DataflowRunner | 72544.96 | 72484.0 | -0.08
| [[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_7_sql_batch | RuntimeMs | DirectRunner | 114147.5 | 114596.0 | 0.39 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
nexmark_7_sql_batch | RuntimeMs | SparkRunner | 7704.07 | 7892.52 | 2.45 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_7_sql_batch | RuntimeMs | SparkStructuredStreamingRunner | 5837.41 |
5966.74 | 2.22 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_7_sql_streaming | RuntimeMs | DataflowRunner | 981987.71 | 1011661.82
| 3.02 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_7_sql_streaming | RuntimeMs | DirectRunner | 290917.46 | 291856.78 |
0.32 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_7_sql_streaming | RuntimeMs | FlinkRunner | 3513.5 | 3508.09 | -0.15 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_7_streaming | RuntimeMs | DataflowRunner | 146641.93 | 137726.88 |
-6.08 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_7_streaming | RuntimeMs | DirectRunner | 843281.14 | 844029.04 | 0.09
| [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_7_streaming | RuntimeMs | FlinkRunner | 10752.07 | 12654.52 | 17.69 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_8_batch | RuntimeMs | DataflowRunner | 20779.89 | 20587.0 | -0.93 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
nexmark_8_batch | RuntimeMs | DirectRunner | 1968.96 | 1981.26 | 0.62 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_8_batch | RuntimeMs | FlinkRunner | 440.46 | 517.35 | 17.46 |
[[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_8_batch | RuntimeMs | SparkRunner | 1422.46 | 1457.96 | 2.5 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_8_batch | RuntimeMs | SparkStructuredStreamingRunner | 1046.75 |
1095.63 | 4.67 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_8_streaming | RuntimeMs | DataflowRunner | 63870.55 | 62087.67 | -2.79
| [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_8_streaming | RuntimeMs | DirectRunner | 5936.07 | 6038.48 | 1.73 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_8_streaming | RuntimeMs | FlinkRunner | 515.07 | 522.13 | 1.37 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_9_batch | RuntimeMs | DataflowRunner | 24123.82 | 26206.26 | 8.63 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
nexmark_9_batch | RuntimeMs | DirectRunner | 1222.89 | 1246.09 | 1.9 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_9_batch | RuntimeMs | FlinkRunner | 303.61 | 392.7 | 29.34 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
nexmark_9_batch | RuntimeMs | SparkRunner | 551.36 | 610.41 | 10.71 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_9_batch | RuntimeMs | SparkStructuredStreamingRunner | 722.36 | 752.46
| 4.17 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_9_streaming | RuntimeMs | DataflowRunner | 29970.61 | 29986.13 | 0.05
| [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_9_streaming | RuntimeMs | DirectRunner | 1451.32 | 1458.26 | 0.48 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_9_streaming | RuntimeMs | FlinkRunner | 389.0 | 400.43 | 2.94 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_PRs_0_batch | RuntimeMs | DataflowRunner | 23089.0 | 23939.4 | 3.68 |
[[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_PRs_0_streaming | RuntimeMs | DataflowRunner | 46960.0 | 34596.0 |
-26.33 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_PRs_10_batch | RuntimeMs | DataflowRunner | 47403.0 | 46780.4 | -1.31
| [[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_PRs_10_streaming | RuntimeMs | DataflowRunner | 110690.0 | 127084.75 |
14.81 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_PRs_11_batch | RuntimeMs | DataflowRunner | 40787.0 | 34977.8 | -14.24
| [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[4]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_PRs_11_streaming | RuntimeMs | DataflowRunner | 199811.0 | 169947.0 |
-14.95 | [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_PRs_12_batch | RuntimeMs | DataflowRunner | 17447.0 | 20674.4 | 18.5 |
[[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_PRs_12_streaming | RuntimeMs | DataflowRunner | 174120.0 | 105072.5 |
-39.66 | [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_PRs_15_batch | RuntimeMs | DataflowRunner | 49903.0 | 43308.6 | -13.21
| [[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
nexmark_PRs_16_batch | RuntimeMs | DataflowRunner | 55213.0 | 51335.6 | -7.02
| [[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_PRs_16_streaming | RuntimeMs | DataflowRunner | 113315.0 | 96382.5 |
-14.94 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_PRs_1_batch | RuntimeMs | DataflowRunner | 19645.0 | 19103.2 | -2.76 |
[[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[3]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[4]](http://metrics.beam.apache.org/d/tkqc0AdGk)
nexmark_PRs_1_streaming | RuntimeMs | DataflowRunner | 31312.0 | 27611.0 |
-11.82 | [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_PRs_2_batch | RuntimeMs | DataflowRunner | 13151.0 | 11384.6 | -13.43
| [[1]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[3]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[4]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_PRs_2_streaming | RuntimeMs | DataflowRunner | 21273.0 | 20548.25 |
-3.41 | [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_PRs_3_streaming | RuntimeMs | DataflowRunner | 54710.0 | 44257.0 |
-19.11 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_PRs_5_batch | RuntimeMs | DataflowRunner | 32537.0 | 33654.8 | 3.44 |
[[1]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
nexmark_PRs_5_streaming | RuntimeMs | DataflowRunner | 260981.0 | 204224.0 |
-21.75 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
nexmark_PRs_7_streaming | RuntimeMs | DataflowRunner | 185875.0 | 128141.0 |
-31.06 | [[1]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[2]](http://metrics.beam.apache.org/d/8INnSY9Mz)
nexmark_PRs_8_batch | RuntimeMs | DataflowRunner | 13098.0 | 16596.8 | 26.71 |
[[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/tkqc0AdGk)
[[3]](http://metrics.beam.apache.org/d/ahudA_zGz)
[[4]](http://metrics.beam.apache.org/d/f0Q6T0dGk)
nexmark_PRs_8_streaming | RuntimeMs | DataflowRunner | 57703.0 | 60450.75 |
4.76 | [[1]](http://metrics.beam.apache.org/d/8INnSY9Mz)
[[2]](http://metrics.beam.apache.org/d/ahudA_zGz)
Build failed in Jenkins: beam_Metrics_Report #85
Posted by Apache Jenkins Server <je...@builds.apache.org>.
See <https://ci-beam.apache.org/job/beam_Metrics_Report/85/display/redirect>
Changes:
------------------------------------------
Started by user Kyle Weaver
Running as SYSTEM
[EnvInject] - Loading node environment variables.
Building remotely on apache-beam-jenkins-8 (beam) in workspace <https://ci-beam.apache.org/job/beam_Metrics_Report/ws/>
The recommended git tool is: NONE
No credentials specified
Wiping out workspace first.
Cloning the remote Git repository
Cloning repository https://github.com/apache/beam.git
> git init <https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src> # timeout=10
Fetching upstream changes from https://github.com/apache/beam.git
> git --version # timeout=10
> git --version # 'git version 2.25.1'
> git fetch --tags --force --progress -- https://github.com/apache/beam.git +refs/heads/*:refs/remotes/origin/* # timeout=10
> git config remote.origin.url https://github.com/apache/beam.git # timeout=10
> git config --add remote.origin.fetch +refs/heads/*:refs/remotes/origin/* # timeout=10
> git config remote.origin.url https://github.com/apache/beam.git # timeout=10
Fetching upstream changes from https://github.com/apache/beam.git
> git fetch --tags --force --progress -- https://github.com/apache/beam.git +refs/heads/*:refs/remotes/origin/* +refs/pull/${ghprbPullId}/*:refs/remotes/origin/pr/${ghprbPullId}/* # timeout=10
> git rev-parse refs/remotes/origin/pr/17283/head^{commit} # timeout=10
> git rev-parse origin/pr/17283/head^{commit} # timeout=10
ERROR: Couldn't find any revision to build. Verify the repository and branch configuration for this job.
---------------------------------------------------------------------
To unsubscribe, e-mail: builds-unsubscribe@beam.apache.org
For additional commands, e-mail: builds-help@beam.apache.org
Beam Metrics Report (2022-04-05)
Posted by Apache Jenkins Server <je...@builds.apache.org>.
ERROR: File 'src/.test-infra/jenkins/metrics_report/beam-metrics_report.html'
does not exist
Build failed in Jenkins: beam_Metrics_Report #84
Posted by Apache Jenkins Server <je...@builds.apache.org>.
See <https://ci-beam.apache.org/job/beam_Metrics_Report/84/display/redirect>
Changes:
------------------------------------------
Started by user Kyle Weaver
Running as SYSTEM
[EnvInject] - Loading node environment variables.
Building remotely on apache-beam-jenkins-8 (beam) in workspace <https://ci-beam.apache.org/job/beam_Metrics_Report/ws/>
The recommended git tool is: NONE
No credentials specified
Wiping out workspace first.
Cloning the remote Git repository
Cloning repository https://github.com/apache/beam.git
> git init <https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src> # timeout=10
Fetching upstream changes from https://github.com/apache/beam.git
> git --version # timeout=10
> git --version # 'git version 2.25.1'
> git fetch --tags --force --progress -- https://github.com/apache/beam.git +refs/heads/*:refs/remotes/origin/* # timeout=10
> git config remote.origin.url https://github.com/apache/beam.git # timeout=10
> git config --add remote.origin.fetch +refs/heads/*:refs/remotes/origin/* # timeout=10
> git config remote.origin.url https://github.com/apache/beam.git # timeout=10
Fetching upstream changes from https://github.com/apache/beam.git
> git fetch --tags --force --progress -- https://github.com/apache/beam.git +refs/heads/*:refs/remotes/origin/* +refs/pull/${ghprbPullId}/*:refs/remotes/origin/pr/${ghprbPullId}/* # timeout=10
> git rev-parse ad93728d6099dcf641f32247eccc80e955d05e06^{commit} # timeout=10
> git rev-parse origin/ad93728d6099dcf641f32247eccc80e955d05e06^{commit} # timeout=10
> git rev-parse ad93728d6099dcf641f32247eccc80e955d05e06^{commit} # timeout=10
ERROR: Couldn't find any revision to build. Verify the repository and branch configuration for this job.
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Beam Metrics Report (2022-04-05)
Posted by Apache Jenkins Server <je...@builds.apache.org>.
ERROR: File 'src/.test-infra/jenkins/metrics_report/beam-metrics_report.html'
does not exist
Build failed in Jenkins: beam_Metrics_Report #83
Posted by Apache Jenkins Server <je...@builds.apache.org>.
See <https://ci-beam.apache.org/job/beam_Metrics_Report/83/display/redirect?page=changes>
Changes:
[brachipa] [BEAM-14094]Fix null pointer exception in HllCountInitFn
[vachan] Update display data to include BQ information.
[Heejong Lee] [BEAM-14133] Fix potential NPE in BigQueryServicesImpl.getErrorInfo
[bulat.safiullin] [BEAM-14164] [Website] change styles
[hengfeng] feat: remove the metadata table after the pipeline finishes
[thiagotnunes] test: add test for metadata table dropping
[noreply] Minor: Add warning about pubsub client to Beam 2.36.0 blog (#17188)
[noreply] [BEAM-14177] Fix GBK re-iteration caching for portable runners. (#17184)
[noreply] Revert "[BEAM-14084] iterable_input_value_types changed from list to
[noreply] Merge pull request #17187: [BEAM-14181] Make sure to evict connections
[noreply] Only reset transform.label if it is correctly assigned (#17192)
[noreply] [BEAM-12641] Use google-auth instead of oauth2client for GCP auth
[Robert Bradshaw] [BEAM-14163] Fix typo in single core per container logic.
[brachipa] [BEAM-14094]Fix null pointer exception in HllCountInitFn
[chamikaramj] Convert URLs to local jars when constructing filesToStage
[thiagotnunes] test: disable SpannerIO.readChangeStream test
[noreply] Merge pull request #17164 from [BEAM-14140][Playground] Fix Deploy
[noreply] Merge pull request #16855 from [BEAM-13938][Playground] Increase test
[egalpin] [BEAM-14003] Adds compat for Elasticsearch 8.0.0
[egalpin] [BEAM-13136] Removes support for Elasticsearch 2.x
[Valentyn Tymofieiev] Ensure the removed option prebuild_sdk_container_base_image not used on
[noreply] [BEAM-13314]Revise recommendations to manage Python pipeline
[noreply] Merge pull request #17202 from [BEAM-14194]: Disallow autoscaling for
[noreply] Merge pull request #17080 from [BEAM-13880] [Playground] Increase test
[noreply] Merge pull request #17050 from [BEAM-13877] [Playground] Increase test
[noreply] [BEAM-14200] Improve SamzaJobInvoker extensibility (#17212)
[noreply] Merge pull request #17148 from [BEAM-14042] [playground] Scroll imports
[noreply] [BEAM-13918] Increase datastoreio go sdk unit test coverage (#17173)
[noreply] Merge pull request #16819: [BEAM-13806] Adding test suite for Go x-lang
[noreply] Merge pull request #17149 from [BEAM-13883] [Playground] Increase test
[Kiley Sok] ignore test
[noreply] [BEAM-13948] Add unstack(), a non-deferred column operation on
[noreply] [BEAM-10976] Bundle finalization: E2E support (#17045)
[Andrew Pilloud] [BEAM-14190] Python sends dataflow schema field
[noreply] [BEAM-14179] Fix possibly null value
[noreply] [BEAM-12815] Try to fix flaky Flink Post Commit (#17227)
[noreply] Add a portable job server that proxies the Dataflow backend. (#17189)
[noreply] [BEAM-14130] Implement JupyterLab extension for managing Dataproc
[benjamin.gonzalez] [BEAM-8970] Add docs to run wordcount example on portable Spark Runner
[Andrew Pilloud] [BEAM-13741] Remove forced calcite dependency from BaseBeamTable
[Robert Bradshaw] Revert "Revert "[BEAM-14038] Auto-startup for Python expansion service.
[Robert Bradshaw] Skip failing test for now.
[Kyle Weaver] [BEAM-14225] load balance jenkins jobs
[noreply] [BEAM-13951] Update release guide with pointers on updating
[Kiley Sok] Update python container version
[noreply] [BEAM-14153] Reshuffled Row Coder PCollection used as Side Input cause
[benjamin.gonzalez] [BEAM-8970] Add period to end of sentence
[noreply] delint go sdk (#17247)
[Heejong Lee] add test
[noreply] Merge pull request #16841 from [BEAM-8823] Make FnApiRunner work by
[noreply] [BEAM-14192] Update legacy container version (#17210)
[noreply] Fix mishandling of API with BQIO (#17211)
[noreply] [BEAM-14221] Update documentation with Flink on Dataproc features
[Kyle Weaver] Add self-descriptive message for expected errors.
[Kiley Sok] Revert "[BEAM-14190] Python sends dataflow schema field"
[noreply] [BEAM-14143] Simplifies the ExternalPythonTransform API (#17101)
[noreply] Add --dataflowServiceOptions=enable_prime to useUnifiedWorker conditions
[noreply] [BEAM-10529] nullable xlang coder (#16923)
[noreply] Fix go fmt break in core/typex/special.go (#17266)
[noreply] [BEAM-5436] Add doc page on Go cross compilation. (#17256)
[noreply] Pr-bot Don't count all reviews as approvals (#17269)
[noreply] Fix postcommits (#17263)
[noreply] [BEAM-14241] Address staticcheck warnings in boot.go (#17264)
[noreply] [BEAM-14157] GrpcWindmillServer: Use stream specific boolean to do
[noreply] [BEAM-10582] Allow (and test) pyarrow 7 (#17229)
[noreply] [BEAM-13519] Solve race issues when the server responds with an error
------------------------------------------
Started by timer
Running as SYSTEM
[EnvInject] - Loading node environment variables.
Building remotely on apache-beam-jenkins-8 (beam) in workspace <https://ci-beam.apache.org/job/beam_Metrics_Report/ws/>
The recommended git tool is: NONE
No credentials specified
Wiping out workspace first.
Cloning the remote Git repository
Cloning repository https://github.com/apache/beam.git
> git init <https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src> # timeout=10
Fetching upstream changes from https://github.com/apache/beam.git
> git --version # timeout=10
> git --version # 'git version 2.25.1'
> git fetch --tags --force --progress -- https://github.com/apache/beam.git +refs/heads/*:refs/remotes/origin/* # timeout=10
> git config remote.origin.url https://github.com/apache/beam.git # timeout=10
> git config --add remote.origin.fetch +refs/heads/*:refs/remotes/origin/* # timeout=10
> git config remote.origin.url https://github.com/apache/beam.git # timeout=10
Fetching upstream changes from https://github.com/apache/beam.git
> git fetch --tags --force --progress -- https://github.com/apache/beam.git +refs/heads/*:refs/remotes/origin/* +refs/pull/${ghprbPullId}/*:refs/remotes/origin/pr/${ghprbPullId}/* # timeout=10
> git rev-parse origin/master^{commit} # timeout=10
Checking out Revision 0262ee53c6018d929a8a40fdf66735cc7e934951 (origin/master)
> git config core.sparsecheckout # timeout=10
> git checkout -f 0262ee53c6018d929a8a40fdf66735cc7e934951 # timeout=10
Commit message: "[BEAM-13519] Solve race issues when the server responds with an error before the GrpcStateClient finishes being constructed. (#17240)"
> git rev-list --no-walk 34e876d0bd6953927c89fb3f1ded5f453dded55c # timeout=10
No emails were triggered.
No emails were triggered.
[EnvInject] - Executing scripts and injecting environment variables after the SCM step.
[EnvInject] - Injecting as environment variables the properties content
SPARK_LOCAL_IP=127.0.0.1
SETUPTOOLS_USE_DISTUTILS=stdlib
[EnvInject] - Variables injected successfully.
[Gradle] - Launching build.
[src] $ <https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/gradlew> --continue --max-****s=12 -Dorg.gradle.jvmargs=-Xms2g -Dorg.gradle.jvmargs=-Xmx4g -Dorg.gradle.vfs.watch=false -Pdocker-pull-licenses -PinfluxDb=beam_test_metrics -PinfluxHost=10.128.0.96 -PinfluxPort=8086 :beam-test-jenkins:generateMetricsReport
Configuration on demand is an incubating feature.
> Task :buildSrc:compileJava NO-SOURCE
> Task :buildSrc:compileGroovy FROM-CACHE
> Task :buildSrc:pluginDescriptors
> Task :buildSrc:processResources
> Task :buildSrc:classes
> Task :buildSrc:jar
> Task :buildSrc:assemble
> Task :buildSrc:spotlessGroovy FROM-CACHE
> Task :buildSrc:spotlessGroovyCheck UP-TO-DATE
> Task :buildSrc:spotlessGroovyGradle FROM-CACHE
> Task :buildSrc:spotlessGroovyGradleCheck UP-TO-DATE
> Task :buildSrc:spotlessCheck UP-TO-DATE
> Task :buildSrc:pluginUnderTestMetadata
> Task :buildSrc:compileTestJava NO-SOURCE
> Task :buildSrc:compileTestGroovy NO-SOURCE
> Task :buildSrc:processTestResources NO-SOURCE
> Task :buildSrc:testClasses UP-TO-DATE
> Task :buildSrc:test NO-SOURCE
> Task :buildSrc:validatePlugins FROM-CACHE
> Task :buildSrc:check UP-TO-DATE
> Task :buildSrc:build
> Task :beam-test-jenkins:setupVirtualenv
Collecting pip
Using cached pip-22.0.4-py3-none-any.whl (2.1 MB)
Installing collected packages: pip
Attempting uninstall: pip
Found existing installation: pip 20.0.2
Uninstalling pip-20.0.2:
Successfully uninstalled pip-20.0.2
Successfully installed pip-22.0.4
Collecting tox==3.20.1
Using cached tox-3.20.1-py2.py3-none-any.whl (83 kB)
Requirement already satisfied: setuptools in <https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/build/gradleenv/-1871197473/lib/python3.8/site-packages> (from -r <https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/sdks/python/build-requirements.txt> (line 20)) (44.0.0)
Collecting setuptools
Using cached setuptools-62.0.0-py3-none-any.whl (1.1 MB)
Collecting wheel>=0.36.0
Using cached wheel-0.37.1-py2.py3-none-any.whl (35 kB)
Collecting grpcio-tools==1.37.0
Using cached grpcio_tools-1.37.0-cp38-cp38-manylinux2014_x86_64.whl (2.5 MB)
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Using cached mypy_protobuf-1.18-py3-none-any.whl (7.3 kB)
Collecting distlib==0.3.1
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Collecting platformdirs<3,>=2
Using cached platformdirs-2.5.1-py3-none-any.whl (14 kB)
Installing collected packages: distlib, wheel, toml, six, setuptools, pyparsing, py, protobuf, pluggy, platformdirs, filelock, virtualenv, packaging, mypy-protobuf, grpcio, tox, grpcio-tools
Attempting uninstall: setuptools
Found existing installation: setuptools 44.0.0
Uninstalling setuptools-44.0.0:
Successfully uninstalled setuptools-44.0.0
Successfully installed distlib-0.3.1 filelock-3.6.0 grpcio-1.44.0 grpcio-tools-1.37.0 mypy-protobuf-1.18 packaging-21.3 platformdirs-2.5.1 pluggy-1.0.0 protobuf-3.20.0 py-1.11.0 pyparsing-3.0.7 setuptools-62.0.0 six-1.16.0 toml-0.10.2 tox-3.20.1 virtualenv-20.14.0 wheel-0.37.1
> Task :beam-test-jenkins:generateMetricsReport
py38-test create: <https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/.test-infra/jenkins/metrics_report/.tox/py38-test>
py38-test installdeps: -rrequirements.txt
py38-test installed: certifi==2021.10.8,charset-normalizer==2.0.12,idna==3.3,influxdb==5.3.0,Jinja2==2.11.3,MarkupSafe==2.1.1,msgpack==0.6.1,prettytable==0.7.2,python-dateutil==2.8.2,pytz==2022.1,requests==2.27.1,six==1.16.0,urllib3==1.26.9
py38-test run-test-pre: PYTHONHASHSEED='3272509510'
py38-test run-test-pre: commands[0] | python --version
Python 3.8.10
py38-test run-test-pre: commands[1] | pip --version
pip 22.0.4 from <https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/.test-infra/jenkins/metrics_report/.tox/py38-test/lib/python3.8/site-packages/pip> (python 3.8)
py38-test run-test-pre: commands[2] | pip check
No broken requirements found.
py38-test run-test: commands[0] | python -m unittest dashboards_parser.py
...
----------------------------------------------------------------------
Ran 3 tests in 0.001s
OK
___________________________________ summary ____________________________________
py38-test: commands succeeded
congratulations :)
py38-generate-report create: <https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/.test-infra/jenkins/metrics_report/.tox/py38-generate-report>
py38-generate-report installdeps: -rrequirements.txt
py38-generate-report installed: certifi==2021.10.8,charset-normalizer==2.0.12,idna==3.3,influxdb==5.3.0,Jinja2==2.11.3,MarkupSafe==2.1.1,msgpack==0.6.1,prettytable==0.7.2,python-dateutil==2.8.2,pytz==2022.1,requests==2.27.1,six==1.16.0,urllib3==1.26.9
py38-generate-report run-test-pre: PYTHONHASHSEED='3666268355'
py38-generate-report run-test-pre: commands[0] | python --version
Python 3.8.10
py38-generate-report run-test-pre: commands[1] | pip --version
pip 22.0.4 from <https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/.test-infra/jenkins/metrics_report/.tox/py38-generate-report/lib/python3.8/site-packages/pip> (python 3.8)
py38-generate-report run-test-pre: commands[2] | pip check
No broken requirements found.
py38-generate-report run-test: commands[0] | python report_generator.py --influx-db=beam_test_metrics --influx-host=10.128.0.96 --influx-port=8086 --output-file=<https://ci-beam.apache.org/job/beam_Metrics_Report/83/artifact/src/.test-infra/jenkins/metrics_report/beam-metrics_report.html>
Traceback (most recent call last):
File "report_generator.py", line 23, in <module>
import jinja2
File "<https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/.test-infra/jenkins/metrics_report/.tox/py38-generate-report/lib/python3.8/site-packages/jinja2/__init__.py",> line 12, in <module>
from .environment import Environment
File "<https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/.test-infra/jenkins/metrics_report/.tox/py38-generate-report/lib/python3.8/site-packages/jinja2/environment.py",> line 25, in <module>
from .defaults import BLOCK_END_STRING
File "<https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/.test-infra/jenkins/metrics_report/.tox/py38-generate-report/lib/python3.8/site-packages/jinja2/defaults.py",> line 3, in <module>
from .filters import FILTERS as DEFAULT_FILTERS # noqa: F401
File "<https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/.test-infra/jenkins/metrics_report/.tox/py38-generate-report/lib/python3.8/site-packages/jinja2/filters.py",> line 13, in <module>
from markupsafe import soft_unicode
ImportError: cannot import name 'soft_unicode' from 'markupsafe' (<https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/.test-infra/jenkins/metrics_report/.tox/py38-generate-report/lib/python3.8/site-packages/markupsafe/__init__.py)>
ERROR: InvocationError for command <https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/.test-infra/jenkins/metrics_report/.tox/py38-generate-report/bin/python> report_generator.py --influx-db=beam_test_metrics --influx-host=10.128.0.96 --influx-port=8086 --output-file=<https://ci-beam.apache.org/job/beam_Metrics_Report/83/artifact/src/.test-infra/jenkins/metrics_report/beam-metrics_report.html> (exited with code 1)
___________________________________ summary ____________________________________
ERROR: py38-generate-report: commands failed
> Task :beam-test-jenkins:generateMetricsReport FAILED
FAILURE: Build failed with an exception.
* Where:
Build file '<https://ci-beam.apache.org/job/beam_Metrics_Report/ws/src/.test-infra/jenkins/build.gradle'> line: 44
* What went wrong:
Execution failed for task ':beam-test-jenkins:generateMetricsReport'.
> Process 'command 'sh'' finished with non-zero exit value 1
* Try:
> Run with --stacktrace option to get the stack trace.
> Run with --info or --debug option to get more log output.
> Run with --scan to get full insights.
* Get more help at https://help.gradle.org
BUILD FAILED in 24s
12 actionable tasks: 6 executed, 4 from cache, 2 up-to-date
Publishing build scan...
https://gradle.com/s/5quknl4ctyu26
Build step 'Invoke Gradle script' changed build result to FAILURE
Build step 'Invoke Gradle script' marked build as failure
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Re: Beam Metrics Report (2022-04-05)
Posted by Ahmet Altay <al...@google.com>.
Thank you Danny for the very quick fix!
Thank you Manu for flagging the issue!
On Tue, Apr 5, 2022 at 1:22 PM Danny McCormick <da...@google.com>
wrote:
> It is back to healthy!
> https://ci-beam.apache.org/job/beam_Metrics_Report/86/
>
> Thanks,
> Danny
>
> On Tue, Apr 5, 2022 at 2:10 PM Danny McCormick <da...@google.com>
> wrote:
>
>> I put up https://github.com/apache/beam/pull/17283 to pin a dependency
>> and fix this.
>>
>> Thanks,
>> Danny
>>
>> On Tue, Apr 5, 2022 at 12:44 PM Ahmet Altay <al...@google.com> wrote:
>>
>>> It looks like it has been failing for a while.
>>>
>>> Looking at the job (
>>> https://ci-beam.apache.org/job/beam_Metrics_Report/83/console) it is
>>> failing with some python error. It might require a simple dependency
>>> change. It could be an easy fix if someone wants to take a look.
>>>
>>> On Tue, Apr 5, 2022 at 5:15 AM Manu Zhang <ow...@gmail.com>
>>> wrote:
>>>
>>>> Is this still working?
>>>>
>>>> Apache Jenkins Server <je...@builds.apache.org>于2022年4月5日 周二19:56写道：
>>>>
>>>>> ERROR: File
>>>>> 'src/.test-infra/jenkins/metrics_report/beam-metrics_report.html' does not
>>>>> exist
>>>>
>>>>
Re: Beam Metrics Report (2022-04-05)
Posted by Danny McCormick <da...@google.com>.
It is back to healthy!
https://ci-beam.apache.org/job/beam_Metrics_Report/86/
Thanks,
Danny
On Tue, Apr 5, 2022 at 2:10 PM Danny McCormick <da...@google.com>
wrote:
> I put up https://github.com/apache/beam/pull/17283 to pin a dependency
> and fix this.
>
> Thanks,
> Danny
>
> On Tue, Apr 5, 2022 at 12:44 PM Ahmet Altay <al...@google.com> wrote:
>
>> It looks like it has been failing for a while.
>>
>> Looking at the job (
>> https://ci-beam.apache.org/job/beam_Metrics_Report/83/console) it is
>> failing with some python error. It might require a simple dependency
>> change. It could be an easy fix if someone wants to take a look.
>>
>> On Tue, Apr 5, 2022 at 5:15 AM Manu Zhang <ow...@gmail.com>
>> wrote:
>>
>>> Is this still working?
>>>
>>> Apache Jenkins Server <je...@builds.apache.org>于2022年4月5日 周二19:56写道：
>>>
>>>> ERROR: File
>>>> 'src/.test-infra/jenkins/metrics_report/beam-metrics_report.html' does not
>>>> exist
>>>
>>>
Re: Beam Metrics Report (2022-04-05)
Posted by Danny McCormick <da...@google.com>.
I put up https://github.com/apache/beam/pull/17283 to pin a dependency and
fix this.
Thanks,
Danny
On Tue, Apr 5, 2022 at 12:44 PM Ahmet Altay <al...@google.com> wrote:
> It looks like it has been failing for a while.
>
> Looking at the job (
> https://ci-beam.apache.org/job/beam_Metrics_Report/83/console) it is
> failing with some python error. It might require a simple dependency
> change. It could be an easy fix if someone wants to take a look.
>
> On Tue, Apr 5, 2022 at 5:15 AM Manu Zhang <ow...@gmail.com> wrote:
>
>> Is this still working?
>>
>> Apache Jenkins Server <je...@builds.apache.org>于2022年4月5日 周二19:56写道：
>>
>>> ERROR: File
>>> 'src/.test-infra/jenkins/metrics_report/beam-metrics_report.html' does not
>>> exist
>>
>>
Re: Beam Metrics Report (2022-04-05)
Posted by Ahmet Altay <al...@google.com>.
It looks like it has been failing for a while.
Looking at the job (
https://ci-beam.apache.org/job/beam_Metrics_Report/83/console) it is
failing with some python error. It might require a simple dependency
change. It could be an easy fix if someone wants to take a look.
On Tue, Apr 5, 2022 at 5:15 AM Manu Zhang <ow...@gmail.com> wrote:
> Is this still working?
>
> Apache Jenkins Server <je...@builds.apache.org>于2022年4月5日 周二19:56写道：
>
>> ERROR: File
>> 'src/.test-infra/jenkins/metrics_report/beam-metrics_report.html' does not
>> exist
>
>
Re: Beam Metrics Report (2022-04-05)
Posted by Manu Zhang <ow...@gmail.com>.
Is this still working?
Apache Jenkins Server <je...@builds.apache.org>于2022年4月5日 周二19:56写道：
> ERROR: File
> 'src/.test-infra/jenkins/metrics_report/beam-metrics_report.html' does not
> exist
Beam Metrics Report (2022-04-05)
Posted by Apache Jenkins Server <je...@builds.apache.org>.
ERROR: File 'src/.test-infra/jenkins/metrics_report/beam-metrics_report.html'
does not exist