apache / beam
File Change Frequency

File change frequency (churn) shows the distribution of file updates (days with at least one commit).

Overview
File Change Frequency Overall
  • There are 7,108 files with 774,010 lines of code.
    • 176 files changed more than 100 times (131,575 lines of code)
    • 466 files changed 51-100 times (143,716 lines of code)
    • 1,268 files changed 21-50 times (189,197 lines of code)
    • 2,543 files changed 6-20 times (196,563 lines of code)
    • 2,655 files changed 1-5 times (112,959 lines of code)
16% | 18% | 24% | 25% | 14%
Legend:
101+
51-100
21-50
6-20
1-5

explore: grouped by folders | grouped by update frequency | data
Contributors Count Frequency Overall
  • There are 7,108 files with 774,010 lines of code.
    • 933 files changed by more than 25 contributors (318,558 lines of code)
    • 1,737 files changed by 11-25 contributors (187,985 lines of code)
    • 1,404 files changed by 6-10 contributors (111,597 lines of code)
    • 2,818 files changed by 2-5 contributors (144,920 lines of code)
    • 216 files changed by 1 contributor (10,950 lines of code)
41% | 24% | 14% | 18% | 1%
Legend:
26+
11-25
6-10
2-5
1

explore: grouped by folders | grouped by contributors count | data
File Change Frequency per File Extension
java, py, yaml, go, md, dart, txt, gradle, json, svg, ts, sh, tf, kt, sql, scss, html, ipynb, groovy, js, properties, xml, proto, tsx, sass, pxd, kts, mod, css, tfvars, avsc, pyx, bat, hcl, ini, toml, p8, gitignore, tpl, pb, ps1, gitattributes, thrift, cc, cfg, dockerfile, h, prettierignore, pyi, htaccess, in, g4, gitmodules, eslintignore, rs, scala, ftl, rdf
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
java17% | 21% | 26% | 23% | 11%
py37% | 21% | 18% | 16% | 6%
go8% | 19% | 29% | 33% | 9%
groovy57% | 0% | 16% | 16% | 8%
kts40% | 0% | 9% | 43% | 6%
pxd17% | 36% | 17% | 21% | 6%
toml69% | 0% | 30% | 0% | 0%
yaml<1% | 4% | 16% | 61% | 16%
proto0% | 18% | 49% | 23% | 7%
html0% | 18% | 24% | 40% | 17%
ts0% | 0% | 23% | 25% | 50%
scss0% | 0% | 9% | 34% | 55%
ftl0% | 0% | 100% | 0% | 0%
pyx0% | 0% | 61% | 20% | 17%
dart0% | 0% | 1% | 57% | 40%
sass0% | 0% | 26% | 53% | 20%
cfg0% | 0% | 87% | 12% | 0%
xml0% | 0% | 6% | 4% | 89%
in0% | 0% | 100% | 0% | 0%
tf0% | 0% | 0% | 29% | 70%
tsx0% | 0% | 0% | 67% | 32%
js0% | 0% | 0% | 17% | 83%
pyi0% | 0% | 0% | 100% | 0%
css0% | 0% | 0% | 94% | 5%
scala0% | 0% | 0% | 100% | 0%
sql0% | 0% | 0% | 0% | 100%
kt0% | 0% | 0% | 0% | 100%
ipynb0% | 0% | 0% | 0% | 100%
h0% | 0% | 0% | 0% | 100%
rdf0% | 0% | 0% | 0% | 100%
File Change Frequency per Logical Decomposition
primary
primary (file change frequency)
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
sdks19% | 20% | 25% | 22% | 11%
runners18% | 22% | 31% | 19% | 7%
buildSrc70% | 0% | 11% | 10% | 8%
ROOT100% | 0% | 0% | 0% | 0%
website<1% | 3% | 18% | 34% | 42%
playground0% | 10% | 12% | 52% | 23%
model0% | 7% | 55% | 27% | 9%
release0% | 11% | 55% | 25% | 7%
scripts0% | 0% | 10% | 81% | 8%
learning0% | 0% | <1% | 38% | 61%
it0% | 0% | 0% | 79% | 20%
plugins0% | 0% | 0% | 69% | 30%
contributor-docs0% | 0% | 0% | 0% | 100%
Most Frequently Changed Files (Top 50)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
BeamModulePlugin.groovy
in buildSrc/src/main/groovy/org/apache/beam/gradle
 2244 7 2018-06-19 2025-04-29 902 254 kenn@apache.org huxiangqian@gmail.com
setup.py
in sdks/python
 440 11 2016-02-25 2025-04-23 617 189 silviuc@google.com shunping@google.com
DataflowRunner.java
in runners/google-cloud-dataflow-java/src/main/java/org/apache/beam/runners/dataflow
 2216 85 2016-05-10 2025-04-30 493 144 klk@google.com 65791736+ahmedabu98@users.n...
core.py
in sdks/python/apache_beam/transforms
 2275 283 2016-06-14 2024-12-07 430 123 davor@google.com joey.tran@schrodinger.com
BigQueryIO.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery
 2391 150 2016-07-18 2025-02-21 405 147 dhalperi@google.com relax@google.com
dataflow_runner.py
in sdks/python/apache_beam/runners/dataflow
 551 36 2017-02-15 2025-04-28 391 122 pabloem@google.com 33973061+claudevdm@users.no...
pipeline_options.py
in sdks/python/apache_beam/options
 1542 66 2017-05-07 2025-03-20 341 137 sourabhbajaj@google.com radoslaws@google.com
bigquery.py
in sdks/python/apache_beam/io/gcp
 1855 90 2017-02-22 2025-04-17 321 123 sourabhbajaj@google.com elzino728@gmail.com
apiclient.py
in sdks/python/apache_beam/runners/dataflow/internal
 977 47 2017-02-15 2025-04-18 317 122 pabloem@google.com robertwb@gmail.com
KafkaIO.java
in sdks/java/io/kafka/src/main/java/org/apache/beam/sdk/io/kafka
 2032 162 2016-04-07 2025-04-30 307 113 dhalperi@google.com 134544020+fozzie15@users.no...
pipeline.py
in sdks/python/apache_beam
 920 66 2016-06-14 2025-04-29 297 107 davor@google.com shunping@google.com
DataflowPipelineTranslator.java
in runners/google-cloud-dataflow-java/src/main/java/org/apache/beam/runners/dataflow
 1017 49 2016-04-12 2025-01-24 297 96 markshields@google.com dannymccormick@google.com
bundle_processor.py
in sdks/python/apache_beam/runners/worker
 1769 128 2017-06-05 2024-11-14 288 95 tgroh@google.com robertwb@gmail.com
DoFnOperator.java
in runners/flink/src/main/java/org/apache/beam/runners/flink/translation/wrappers/streaming
 1251 86 2017-03-18 2025-02-03 263 89 aljoscha.krettek@gmail.com boudhevil@gmail.com
names.py
in sdks/python/apache_beam/runners/dataflow/internal
 6 - 2017-02-23 2025-04-22 257 97 altay@google.com 65791736+ahmedabu98@users.n...
BigQueryServicesImpl.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery
 1606 66 2016-07-18 2025-02-06 257 106 dhalperi@google.com dannymccormick@google.com
coders.py
in sdks/python/apache_beam/coders
 1028 309 2016-06-14 2025-05-05 255 105 davor@google.com 33973061+claudevdm@users.no...
common.py
in sdks/python/apache_beam/runners
 1303 96 2016-06-14 2025-04-09 255 93 davor@google.com robertwb@gmail.com
sdk_worker.py
in sdks/python/apache_beam/runners/worker
 973 91 2017-04-20 2024-12-30 249 100 robertwb@gmail.com damondouglas@users.noreply....
StreamingDataflowWorker.java
in runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker
 867 28 2018-10-08 2025-04-30 238 97 36090911+boyuanzz@users.nor... pandiana@google.com
FnApiDoFnRunner.java
in sdks/java/harness/src/main/java/org/apache/beam/fn/harness
 3120 182 2017-06-05 2025-05-06 237 83 tgroh@google.com kenn@apache.org
util.py
in sdks/python/apache_beam/transforms
 1170 96 2016-06-14 2025-04-14 234 101 davor@google.com 33973061+claudevdm@users.no...
BigtableIO.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigtable
 1473 132 2016-04-20 2025-01-14 234 95 jbonofre@apache.org tonycantang@gmail.com
JdbcIO.java
in sdks/java/io/jdbc/src/main/java/org/apache/beam/sdk/io/jdbc
 1887 149 2016-09-05 2025-04-09 234 101 jbonofre@apache.org robertwb@gmail.com
TransformTranslator.java
in runners/spark/src/main/java/org/apache/beam/runners/spark/translation
 751 29 2016-03-14 2025-04-30 232 84 ansela@paypal.com 72733442+twosom@users.norep...
323 - 2020-09-02 2025-04-11 231 101 niels@basjes.nl robertwb@gmail.com
ProcessBundleHandler.java
in sdks/java/harness/src/main/java/org/apache/beam/fn/harness/control
 1043 38 2017-01-19 2025-05-06 225 83 lcwik@google.com kenn@apache.org
iobase.py
in sdks/python/apache_beam/io
 582 99 2016-06-14 2024-07-10 219 81 davor@google.com robertwb@gmail.com
ptransform.py
in sdks/python/apache_beam/transforms
 717 83 2016-06-14 2025-04-25 216 87 davor@google.com adrs@users.noreply.github.com
TextIO.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/io
 792 103 2016-04-13 2024-06-25 214 74 bchambers@google.com vitaly.terentyev@akvelon.com
StreamingTransformTranslator.java
in runners/spark/src/main/java/org/apache/beam/runners/spark/translation/streaming
 620 29 2016-03-14 2025-04-30 209 71 ansela@paypal.com 72733442+twosom@users.norep...
DoFn.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/transforms
 287 11 2016-04-13 2024-03-04 208 67 bchambers@google.com bzablocki@google.com
ExecutableStageDoFnOperator.java
in runners/flink/src/main/java/org/apache/beam/runners/flink/translation/wrappers/streaming
 1029 54 2018-05-13 2025-02-03 206 75 thw@apache.org boudhevil@gmail.com
SimpleDoFnRunner.java
in runners/core-java/src/main/java/org/apache/beam/runners/core
 1122 138 2016-08-25 2024-01-19 205 74 klk@google.com svetaksundhar@google.com
portable_runner.py
in sdks/python/apache_beam/runners/portability
 457 29 2018-05-08 2024-12-17 202 82 ankurgoenka@gmail.com robertwb@gmail.com
560 - 2021-01-22 2025-04-29 202 84 iemejia@gmail.com 65791736+ahmedabu98@users.n...
ElasticsearchIO.java
in sdks/java/io/elasticsearch/src/main/java/org/apache/beam/sdk/io/elasticsearch
 1818 174 2016-10-20 2024-06-17 200 90 echauchot@gmail.com+jbonofr... vitaly.terentyev@akvelon.com
ParDo.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/transforms
 541 32 2016-03-04 2024-01-19 196 76 swegner@google.com svetaksundhar@google.com
SparkRunner.java
in runners/spark/src/main/java/org/apache/beam/runners/spark
 309 18 2016-06-17 2025-03-05 194 71 tgroh@google.com jozovilcek@users.noreply.gi...
Combine.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/transforms
 1344 159 2016-04-11 2024-01-19 193 65 swegner@google.com svetaksundhar@google.com
FlinkStreamingTransformTranslators.java
in runners/flink/src/main/java/org/apache/beam/runners/flink
 1159 45 2017-03-19 2025-02-03 192 76 aljoscha.krettek@gmail.com boudhevil@gmail.com
FileBasedSink.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/io
 761 58 2016-04-13 2024-10-17 191 67 bchambers@google.com robertwb@gmail.com
operations.py
in sdks/python/apache_beam/runners/worker
 1019 99 2017-04-20 2025-03-07 190 77 robertwb@gmail.com robertwb@gmail.com
SpannerIO.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner
 1593 149 2017-05-04 2025-01-16 190 84 dhalperi@google.com thiagotnunes@google.com
DoFnSignatures.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/transforms/reflect
 2091 66 2016-08-10 2024-01-19 190 78 kirpichov@google.com svetaksundhar@google.com
direct_runner.py
in sdks/python/apache_beam/runners/direct
 452 34 2016-10-28 2024-11-14 188 72 altay@google.com robertwb@gmail.com
coder_impl.py
in sdks/python/apache_beam/coders
 1324 186 2016-06-14 2025-03-26 186 88 davor@google.com yathu@google.com
gcsio.py
in sdks/python/apache_beam/io/gcp
 433 34 2017-02-22 2025-05-05 182 77 sourabhbajaj@google.com huxiangqian@gmail.com
bigquery_tools.py
in sdks/python/apache_beam/io/gcp
 1248 76 2019-01-26 2025-02-03 182 87 pabloem@users.noreply.githu... 124586206+tobiasbredow@user...
transform_evaluator.py
in sdks/python/apache_beam/runners/direct
 850 72 2016-10-28 2024-07-10 181 75 altay@google.com robertwb@gmail.com
Files With Most Contributors (Top 50)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
BeamModulePlugin.groovy
in buildSrc/src/main/groovy/org/apache/beam/gradle
 2244 7 2018-06-19 2025-04-29 902 254 kenn@apache.org huxiangqian@gmail.com
setup.py
in sdks/python
 440 11 2016-02-25 2025-04-23 617 189 silviuc@google.com shunping@google.com
BigQueryIO.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery
 2391 150 2016-07-18 2025-02-21 405 147 dhalperi@google.com relax@google.com
DataflowRunner.java
in runners/google-cloud-dataflow-java/src/main/java/org/apache/beam/runners/dataflow
 2216 85 2016-05-10 2025-04-30 493 144 klk@google.com 65791736+ahmedabu98@users.n...
pipeline_options.py
in sdks/python/apache_beam/options
 1542 66 2017-05-07 2025-03-20 341 137 sourabhbajaj@google.com radoslaws@google.com
core.py
in sdks/python/apache_beam/transforms
 2275 283 2016-06-14 2024-12-07 430 123 davor@google.com joey.tran@schrodinger.com
bigquery.py
in sdks/python/apache_beam/io/gcp
 1855 90 2017-02-22 2025-04-17 321 123 sourabhbajaj@google.com elzino728@gmail.com
dataflow_runner.py
in sdks/python/apache_beam/runners/dataflow
 551 36 2017-02-15 2025-04-28 391 122 pabloem@google.com 33973061+claudevdm@users.no...
apiclient.py
in sdks/python/apache_beam/runners/dataflow/internal
 977 47 2017-02-15 2025-04-18 317 122 pabloem@google.com robertwb@gmail.com
KafkaIO.java
in sdks/java/io/kafka/src/main/java/org/apache/beam/sdk/io/kafka
 2032 162 2016-04-07 2025-04-30 307 113 dhalperi@google.com 134544020+fozzie15@users.no...
pipeline.py
in sdks/python/apache_beam
 920 66 2016-06-14 2025-04-29 297 107 davor@google.com shunping@google.com
BigQueryServicesImpl.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery
 1606 66 2016-07-18 2025-02-06 257 106 dhalperi@google.com dannymccormick@google.com
coders.py
in sdks/python/apache_beam/coders
 1028 309 2016-06-14 2025-05-05 255 105 davor@google.com 33973061+claudevdm@users.no...
JdbcIO.java
in sdks/java/io/jdbc/src/main/java/org/apache/beam/sdk/io/jdbc
 1887 149 2016-09-05 2025-04-09 234 101 jbonofre@apache.org robertwb@gmail.com
util.py
in sdks/python/apache_beam/transforms
 1170 96 2016-06-14 2025-04-14 234 101 davor@google.com 33973061+claudevdm@users.no...
323 - 2020-09-02 2025-04-11 231 101 niels@basjes.nl robertwb@gmail.com
sdk_worker.py
in sdks/python/apache_beam/runners/worker
 973 91 2017-04-20 2024-12-30 249 100 robertwb@gmail.com damondouglas@users.noreply....
names.py
in sdks/python/apache_beam/runners/dataflow/internal
 6 - 2017-02-23 2025-04-22 257 97 altay@google.com 65791736+ahmedabu98@users.n...
StreamingDataflowWorker.java
in runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker
 867 28 2018-10-08 2025-04-30 238 97 36090911+boyuanzz@users.nor... pandiana@google.com
DataflowPipelineTranslator.java
in runners/google-cloud-dataflow-java/src/main/java/org/apache/beam/runners/dataflow
 1017 49 2016-04-12 2025-01-24 297 96 markshields@google.com dannymccormick@google.com
bundle_processor.py
in sdks/python/apache_beam/runners/worker
 1769 128 2017-06-05 2024-11-14 288 95 tgroh@google.com robertwb@gmail.com
BigtableIO.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigtable
 1473 132 2016-04-20 2025-01-14 234 95 jbonofre@apache.org tonycantang@gmail.com
common.py
in sdks/python/apache_beam/runners
 1303 96 2016-06-14 2025-04-09 255 93 davor@google.com robertwb@gmail.com
ElasticsearchIO.java
in sdks/java/io/elasticsearch/src/main/java/org/apache/beam/sdk/io/elasticsearch
 1818 174 2016-10-20 2024-06-17 200 90 echauchot@gmail.com+jbonofr... vitaly.terentyev@akvelon.com
DoFnOperator.java
in runners/flink/src/main/java/org/apache/beam/runners/flink/translation/wrappers/streaming
 1251 86 2017-03-18 2025-02-03 263 89 aljoscha.krettek@gmail.com boudhevil@gmail.com
coder_impl.py
in sdks/python/apache_beam/coders
 1324 186 2016-06-14 2025-03-26 186 88 davor@google.com yathu@google.com
ptransform.py
in sdks/python/apache_beam/transforms
 717 83 2016-06-14 2025-04-25 216 87 davor@google.com adrs@users.noreply.github.com
bigquery_tools.py
in sdks/python/apache_beam/io/gcp
 1248 76 2019-01-26 2025-02-03 182 87 pabloem@users.noreply.githu... 124586206+tobiasbredow@user...
TransformTranslator.java
in runners/spark/src/main/java/org/apache/beam/runners/spark/translation
 751 29 2016-03-14 2025-04-30 232 84 ansela@paypal.com 72733442+twosom@users.norep...
560 - 2021-01-22 2025-04-29 202 84 iemejia@gmail.com 65791736+ahmedabu98@users.n...
SpannerIO.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner
 1593 149 2017-05-04 2025-01-16 190 84 dhalperi@google.com thiagotnunes@google.com
BatchLoads.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery
 753 21 2017-03-29 2025-03-03 172 84 relax@google.com clairem@spotify.com
BigQueryUtils.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery
 943 42 2018-03-21 2025-04-22 158 84 apilloud@google.com 65791736+ahmedabu98@users.n...
version.py
in sdks/python/apache_beam
 1 - 2016-06-14 2024-11-15 128 84 davor@google.com xqhu@google.com
FnApiDoFnRunner.java
in sdks/java/harness/src/main/java/org/apache/beam/fn/harness
 3120 182 2017-06-05 2025-05-06 237 83 tgroh@google.com kenn@apache.org
ProcessBundleHandler.java
in sdks/java/harness/src/main/java/org/apache/beam/fn/harness/control
 1043 38 2017-01-19 2025-05-06 225 83 lcwik@google.com kenn@apache.org
portable_runner.py
in sdks/python/apache_beam/runners/portability
 457 29 2018-05-08 2024-12-17 202 82 ankurgoenka@gmail.com robertwb@gmail.com
iobase.py
in sdks/python/apache_beam/io
 582 99 2016-06-14 2024-07-10 219 81 davor@google.com robertwb@gmail.com
PubsubIO.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/pubsub
 1081 88 2017-04-12 2025-04-30 151 80 dhalperi@google.com 65791736+ahmedabu98@users.n...
typehints.py
in sdks/python/apache_beam/typehints
 912 130 2016-06-14 2025-04-10 151 79 davor@google.com 34928439+jrmccluskey@users....
WriteTables.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery
 487 14 2017-03-17 2024-11-14 149 79 relax@google.com robertwb@gmail.com
DoFnSignatures.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/transforms/reflect
 2091 66 2016-08-10 2024-01-19 190 78 kirpichov@google.com svetaksundhar@google.com
FnHarness.java
in sdks/java/harness/src/main/java/org/apache/beam/fn/harness
 321 6 2017-01-19 2025-01-24 170 78 lcwik@google.com dannymccormick@google.com
trigger.py
in sdks/python/apache_beam/transforms
 1097 215 2016-06-14 2024-07-10 166 78 davor@google.com robertwb@gmail.com
DatastoreV1.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/datastore
 1645 136 2016-08-19 2025-01-16 159 78 vikasrk@google.com nhasan2@woolworths.com.au
coders_test_common.py
in sdks/python/apache_beam/coders
 622 52 2016-06-14 2025-05-05 155 78 davor@google.com 33973061+claudevdm@users.no...
operations.py
in sdks/python/apache_beam/runners/worker
 1019 99 2017-04-20 2025-03-07 190 77 robertwb@gmail.com robertwb@gmail.com
gcsio.py
in sdks/python/apache_beam/io/gcp
 433 34 2017-02-22 2025-05-05 182 77 sourabhbajaj@google.com huxiangqian@gmail.com
sdk_worker_main.py
in sdks/python/apache_beam/runners/worker
 252 12 2017-04-20 2024-11-15 136 77 robertwb@gmail.com xqhu@google.com
ParDo.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/transforms
 541 32 2016-03-04 2024-01-19 196 76 swegner@google.com svetaksundhar@google.com
Files With Least Contributors (Top 50)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
FlinkStreamingAggregationsTranslators.java
in runners/flink/src/main/java/org/apache/beam/runners/flink
 430 17 2025-02-03 2025-02-03 1 1 boudhevil@gmail.com boudhevil@gmail.com
yaml_testing.py
in sdks/python/apache_beam/yaml
 420 22 2025-04-01 2025-04-10 6 1 robertwb@gmail.com robertwb@gmail.com
alloydb.py
in sdks/python/apache_beam/ml/rag/ingestion
 369 31 2025-02-05 2025-03-05 3 1 33973061+claudevdm@users.no... 33973061+claudevdm@users.no...
Histogram.java
in sdks/java/extensions/combiners/src/main/java/org/apache/beam/sdk/extensions/combiners
 315 25 2024-06-26 2024-06-26 1 1 dilnaz010220@gmail.com dilnaz010220@gmail.com
ReadFromSparkReceiverWithOffsetDoFn.java
in sdks/java/io/sparkreceiver/3/src/main/java/org/apache/beam/sdk/io/sparkreceiver
 277 11 2025-02-24 2025-02-24 1 1 shunping@google.com shunping@google.com
OrderedListUserState.java
in sdks/java/harness/src/main/java/org/apache/beam/fn/harness/state
 236 10 2024-06-13 2024-06-13 1 1 shunping@google.com shunping@google.com
ClickHouseResourceManager.java
in it/clickhouse/src/main/java/org/apache/beam/it/clickhouse
 226 9 2025-03-10 2025-04-22 2 1 bentsi.leviav@clickhouse.com bentsi.leviav@clickhouse.com
ParDoStateUpdateFn.java
in runners/spark/src/main/java/org/apache/beam/runners/spark/translation/streaming
 205 3 2024-12-18 2025-04-30 2 1 72733442+twosom@users.norep... 72733442+twosom@users.norep...
TFRecordWriteSchemaTransformProvider.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/io
 184 10 2025-04-14 2025-04-14 1 1 derrickaw@google.com derrickaw@google.com
KafkaIOUtilsBenchmark.java
in sdks/java/io/kafka/jmh/src/main/java/org/apache/beam/sdk/io/kafka/jmh
 181 25 2025-03-18 2025-03-18 1 1 sjvanrossum@google.com sjvanrossum@google.com
StatefulStreamingParDoEvaluator.java
in runners/spark/src/main/java/org/apache/beam/runners/spark/translation/streaming
 177 3 2024-12-18 2025-04-30 2 1 72733442+twosom@users.norep... 72733442+twosom@users.norep...
pipeline_utils.py
in sdks/python/apache_beam/runners
 175 9 2025-04-08 2025-04-09 2 1 robertwb@gmail.com robertwb@gmail.com
DatabaseTestHelper.java
in sdks/java/io/common/src/main/java/org/apache/beam/sdk/io/common
 161 10 2024-06-28 2024-06-28 1 1 yathu@google.com yathu@google.com
YamlUtils.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/schemas/utils
 161 7 2024-04-08 2025-04-29 4 1 65791736+ahmedabu98@users.n... 65791736+ahmedabu98@users.n...
IcebergCdcReadSchemaTransformProvider.java
in sdks/java/io/iceberg/src/main/java/org/apache/beam/sdk/io/iceberg
 152 7 2025-03-20 2025-03-20 1 1 65791736+ahmedabu98@users.n... 65791736+ahmedabu98@users.n...
StreamDebugMetrics.java
in runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/windmill/client
 150 21 2024-11-19 2024-11-19 1 1 martinkt@google.com martinkt@google.com
TFRecordReadSchemaTransformProvider.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/io
 147 9 2025-04-14 2025-04-14 1 1 derrickaw@google.com derrickaw@google.com
ReadUtils.java
in sdks/java/io/iceberg/src/main/java/org/apache/beam/sdk/io/iceberg
 144 3 2025-03-20 2025-03-20 1 1 65791736+ahmedabu98@users.n... 65791736+ahmedabu98@users.n...
PartialReduceBundleOperator.java
in runners/flink/src/main/java/org/apache/beam/runners/flink/translation/wrappers/streaming
 144 8 2025-02-03 2025-02-03 1 1 boudhevil@gmail.com boudhevil@gmail.com
JcsmpSessionService.java
in sdks/java/io/solace/src/main/java/org/apache/beam/sdk/io/solace/broker
 143 13 2025-01-07 2025-01-07 1 1 bzablocki@google.com bzablocki@google.com
GrpcVendoring_1_69_0.groovy
in buildSrc/src/main/groovy/org/apache/beam/gradle
 141 7 2025-01-15 2025-01-15 1 1 dannymccormick@google.com dannymccormick@google.com
WindmillChannels.java
in runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/windmill/client/grpc/stubs
 140 10 2025-04-16 2025-04-16 1 1 martinkt@google.com martinkt@google.com
LazyFlinkSourceSplitEnumerator.java
in runners/flink/src/main/java/org/apache/beam/runners/flink/translation/wrappers/streaming/io/source
 139 8 2025-02-03 2025-02-03 1 1 boudhevil@gmail.com boudhevil@gmail.com
LockFreeHistogram.java
in runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker
 136 14 2024-04-09 2024-05-07 2 1 jayajp@google.com jayajp@google.com
WatchForSnapshots.java
in sdks/java/io/iceberg/src/main/java/org/apache/beam/sdk/io/iceberg
 135 1 2025-03-20 2025-03-20 1 1 65791736+ahmedabu98@users.n... 65791736+ahmedabu98@users.n...
StreamingInsertsMetrics.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery
 132 7 2024-03-21 2024-04-17 3 1 jayajp@google.com jayajp@google.com
WindmillMapViaMultimap.java
in runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/windmill/state
 120 12 2024-07-04 2024-07-04 1 1 scwhittle@users.noreply.git... scwhittle@users.noreply.git...
YamlTransform.java
in sdks/java/extensions/yaml/src/main/java/org/apache/beam/sdk/extensions/yaml
 119 4 2025-04-11 2025-04-11 1 1 robertwb@gmail.com robertwb@gmail.com
bigquery_vector_search.py
in sdks/python/apache_beam/ml/rag/enrichment
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DataflowGroupByKey.java
in runners/google-cloud-dataflow-java/src/main/java/org/apache/beam/runners/dataflow/internal
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workerpool.go
in sdks/go/container/pool
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job-action.js
in sdks/go/pkg/beam/runners/prism/internal/web/assets
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SparkReceiverIO.java
in sdks/java/io/sparkreceiver/3/src/main/java/org/apache/beam/sdk/io/sparkreceiver
 102 10 2025-02-24 2025-02-24 1 1 shunping@google.com shunping@google.com
CreateStreamingSparkView.java
in runners/spark/src/main/java/org/apache/beam/runners/spark/translation/streaming
 99 6 2025-04-30 2025-04-30 1 1 72733442+twosom@users.norep... 72733442+twosom@users.norep...
set_pickler.py
in sdks/python/apache_beam/internal
 95 6 2025-04-25 2025-04-25 1 1 adrs@users.noreply.github.com adrs@users.noreply.github.com
HashingFn.java
in sdks/java/io/common/src/main/java/org/apache/beam/sdk/io/common
 89 11 2024-06-28 2024-06-28 1 1 yathu@google.com yathu@google.com
CountingSeekableByteChannel.java
in sdks/java/extensions/google-cloud-platform-core/src/main/java/org/apache/beam/sdk/extensions/gcp/util/channels
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bigquery.py
in sdks/python/apache_beam/ml/rag/ingestion
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RetryCallableManager.java
in sdks/java/io/solace/src/main/java/org/apache/beam/sdk/io/solace
 79 8 2024-06-25 2024-06-25 1 1 bzablocki@google.com bzablocki@google.com
CreateReadTasksDoFn.java
in sdks/java/io/iceberg/src/main/java/org/apache/beam/sdk/io/iceberg
 77 3 2025-03-20 2025-03-20 1 1 65791736+ahmedabu98@users.n... 65791736+ahmedabu98@users.n...
IcebergSchemaTransformTranslation.java
in sdks/java/io/iceberg/src/main/java/org/apache/beam/sdk/io/iceberg
 76 6 2024-04-22 2025-03-20 2 1 65791736+ahmedabu98@users.n... 65791736+ahmedabu98@users.n...
TestSchemaTransformProvider.java
in sdks/java/managed/src/main/java/org/apache/beam/sdk/managed/testing
 73 3 2024-04-22 2025-05-01 3 1 65791736+ahmedabu98@users.n... 65791736+ahmedabu98@users.n...
quantile.py
in sdks/python/apache_beam/ml/anomaly/univariate
 73 12 2025-02-18 2025-03-10 2 1 shunping@google.com shunping@google.com
IOStressTestBase.java
in it/google-cloud-platform/src/main/java/org/apache/beam/it/gcp
 68 7 2024-03-21 2024-03-21 1 1 70029317+akashorabek@users.... 70029317+akashorabek@users....
KafkaSchemaTransformTranslation.java
in sdks/java/io/kafka/src/main/java/org/apache/beam/sdk/io/kafka
 68 4 2024-06-05 2024-06-05 1 1 65791736+ahmedabu98@users.n... 65791736+ahmedabu98@users.n...
IncrementalScanSource.java
in sdks/java/io/iceberg/src/main/java/org/apache/beam/sdk/io/iceberg
 67 1 2025-03-20 2025-03-20 1 1 65791736+ahmedabu98@users.n... 65791736+ahmedabu98@users.n...
WrappedSupervisor.java
in sdks/java/io/sparkreceiver/3/src/main/java/org/apache/beam/sdk/io/sparkreceiver
 67 11 2025-02-24 2025-02-24 1 1 shunping@google.com shunping@google.com
ReadTask.java
in sdks/java/io/iceberg/src/main/java/org/apache/beam/sdk/io/iceberg
 63 5 2025-03-20 2025-03-20 1 1 65791736+ahmedabu98@users.n... 65791736+ahmedabu98@users.n...
OptionalCoder.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/coders
 63 11 2025-02-06 2025-02-06 1 1 michel@davit.fr michel@davit.fr
StreamingCounters.java
in runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/streaming/harness
 63 1 2024-03-27 2024-03-27 1 1 martinkt@google.com martinkt@google.com
Correlations

File Size vs. Number of Changes: 7161 points

scripts/ci/pr-bot/findPrsNeedingAttention.ts x: 190 lines of code y: 9 # changes sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/SpannerSchema.java x: 192 lines of code y: 67 # changes sdks/java/harness/src/main/java/org/apache/beam/fn/harness/BeamFnDataReadRunner.java x: 268 lines of code y: 124 # changes sdks/java/harness/src/main/java/org/apache/beam/fn/harness/BeamFnDataWriteRunner.java x: 60 lines of code y: 112 # changes sdks/java/harness/src/main/java/org/apache/beam/fn/harness/CombineRunners.java x: 203 lines of code y: 82 # changes sdks/java/harness/src/main/java/org/apache/beam/fn/harness/FlattenRunner.java x: 31 lines of code y: 73 # changes sdks/java/harness/src/main/java/org/apache/beam/fn/harness/FnApiDoFnRunner.java x: 3120 lines of code y: 237 # changes sdks/java/harness/src/main/java/org/apache/beam/fn/harness/MapFnRunners.java x: 86 lines of code y: 64 # changes sdks/java/harness/src/main/java/org/apache/beam/fn/harness/PTransformRunnerFactory.java x: 63 lines of code y: 73 # changes sdks/java/harness/src/main/java/org/apache/beam/fn/harness/control/ProcessBundleHandler.java x: 1043 lines of code y: 225 # changes runners/spark/src/main/java/org/apache/beam/runners/spark/SparkPipelineRunner.java x: 209 lines of code y: 116 # changes sdks/java/extensions/sql/src/main/java/org/apache/beam/sdk/extensions/sql/impl/LazyAggregateCombineFn.java x: 123 lines of code y: 13 # changes sdks/java/io/kafka/src/main/java/org/apache/beam/sdk/io/kafka/KafkaReadSchemaTransformProvider.java x: 308 lines of code y: 36 # changes sdks/python/apache_beam/io/gcp/gcsio.py x: 433 lines of code y: 182 # changes sdks/python/apache_beam/coders/coders.py x: 1028 lines of code y: 255 # changes sdks/python/apache_beam/coders/coders_test_common.py x: 622 lines of code y: 155 # changes sdks/python/apache_beam/coders/typecoders.py x: 108 lines of code y: 92 # changes sdks/go/pkg/beam/runners/prism/internal/coders.go x: 273 lines of code y: 24 # changes sdks/java/core/src/main/java/org/apache/beam/sdk/util/construction/Environments.java x: 504 lines of code y: 7 # 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changes build.gradle.kts x: 560 lines of code y: 202 # changes sdks/java/core/src/main/java/org/apache/beam/sdk/schemas/utils/YamlUtils.java x: 161 lines of code y: 4 # changes sdks/java/managed/src/main/resources/config_aliases.yaml x: 3 lines of code y: 1 # changes sdks/python/gen_xlang_wrappers.py x: 255 lines of code y: 7 # changes sdks/standard_external_transforms.yaml x: 64 lines of code y: 7 # changes website/www/site/layouts/partials/section-menu/en/documentation.html x: 392 lines of code y: 92 # changes buildSrc/src/main/groovy/org/apache/beam/gradle/BeamModulePlugin.groovy x: 2244 lines of code y: 902 # changes sdks/python/apache_beam/internal/pickler.py x: 35 lines of code y: 97 # changes sdks/python/apache_beam/runners/dataflow/dataflow_runner.py x: 551 lines of code y: 391 # changes sdks/python/apache_beam/runners/runner.py x: 163 lines of code y: 144 # changes sdks/python/apache_beam/ml/rag/enrichment/bigquery_vector_search.py x: 114 lines of code y: 2 # changes sdks/python/apache_beam/runners/portability/job_server.py x: 110 lines of code y: 62 # changes sdks/python/apache_beam/runners/portability/fn_api_runner/translations.py x: 1679 lines of code y: 109 # changes sdks/python/apache_beam/internal/cloudpickle_pickler.py x: 113 lines of code y: 14 # changes sdks/python/apache_beam/internal/dill_pickler.py x: 290 lines of code y: 17 # changes sdks/python/apache_beam/runners/pipeline_context.py x: 227 lines of code y: 115 # changes sdks/python/apache_beam/transforms/ptransform.py x: 717 lines of code y: 216 # changes sdks/python/apache_beam/io/filesystem.py x: 469 lines of code y: 117 # changes sdks/java/expansion-service/src/main/java/org/apache/beam/sdk/expansion/service/ExpansionService.java x: 726 lines of code y: 101 # changes sdks/python/apache_beam/ml/inference/base.py x: 1159 lines of code y: 69 # changes sdks/python/apache_beam/ml/inference/huggingface_inference.py x: 435 lines of code y: 22 # changes sdks/python/apache_beam/ml/inference/pytorch_inference.py x: 338 lines of code y: 43 # changes sdks/python/apache_beam/ml/inference/sklearn_inference.py x: 168 lines of code y: 38 # 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902.0
# changes
  min: 1.0
  average: 19.32
  25th percentile: 3.0
  median: 9.0
  75th percentile: 22.0
  max: 902.0
0 7254.0
lines of code
min: 1.0 | average: 108.18 | 25th percentile: 12.0 | median: 40.0 | 75th percentile: 109.0 | max: 7254.0

Number of Contributors vs. Number of Changes: 7161 points

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contributors y: 73 # changes sdks/java/harness/src/main/java/org/apache/beam/fn/harness/control/ProcessBundleHandler.java x: 83 # contributors y: 225 # changes runners/spark/src/main/java/org/apache/beam/runners/spark/SparkPipelineRunner.java x: 56 # contributors y: 116 # changes sdks/java/extensions/sql/src/main/java/org/apache/beam/sdk/extensions/sql/impl/LazyAggregateCombineFn.java x: 5 # contributors y: 13 # changes sdks/java/io/kafka/src/main/java/org/apache/beam/sdk/io/kafka/KafkaReadSchemaTransformProvider.java x: 15 # contributors y: 36 # changes sdks/python/apache_beam/io/gcp/gcsio.py x: 77 # contributors y: 182 # changes sdks/python/apache_beam/coders/coders.py x: 105 # contributors y: 255 # changes sdks/python/apache_beam/coders/coders_test_common.py x: 78 # contributors y: 155 # changes sdks/python/apache_beam/coders/typecoders.py x: 60 # contributors y: 92 # changes sdks/go/pkg/beam/runners/prism/internal/coders.go x: 7 # contributors y: 24 # changes sdks/java/core/src/main/java/org/apache/beam/sdk/util/construction/Environments.java x: 8 # contributors y: 7 # changes sdks/python/apache_beam/io/gcp/gcsio_retry.py x: 2 # contributors y: 2 # changes sdks/python/apache_beam/io/gcp/bigquery_file_loads.py x: 55 # contributors y: 118 # changes sdks/python/apache_beam/typehints/trivial_inference.py x: 55 # contributors y: 84 # changes sdks/java/managed/src/main/java/org/apache/beam/sdk/managed/Managed.java x: 6 # contributors y: 17 # changes sdks/java/managed/src/main/java/org/apache/beam/sdk/managed/ManagedSchemaTransformProvider.java x: 4 # contributors y: 13 # changes sdks/java/managed/src/main/java/org/apache/beam/sdk/managed/testing/TestSchemaTransformProvider.java x: 1 # contributors y: 3 # changes sdks/python/apache_beam/transforms/managed.py x: 7 # contributors y: 12 # changes sdks/python/apache_beam/yaml/standard_io.yaml x: 14 # contributors y: 51 # changes sdks/java/io/kafka/src/main/java/org/apache/beam/sdk/io/kafka/KafkaIO.java x: 113 # contributors y: 307 # changes sdks/java/io/kafka/src/main/java/org/apache/beam/sdk/io/kafka/KafkaIOReadImplementationCompatibility.java x: 16 # contributors y: 23 # changes sdks/java/io/kafka/src/main/java/org/apache/beam/sdk/io/kafka/KafkaUnboundedSource.java x: 32 # contributors y: 46 # changes sdks/java/io/kafka/src/main/java/org/apache/beam/sdk/io/kafka/WatchForKafkaTopicPartitions.java x: 13 # contributors y: 17 # changes sdks/java/io/kafka/upgrade/src/main/java/org/apache/beam/sdk/io/kafka/upgrade/KafkaIOTranslation.java x: 11 # contributors y: 23 # changes sdks/python/apache_beam/transforms/external.py x: 59 # contributors y: 161 # changes sdks/python/apache_beam/yaml/yaml_provider.py x: 16 # contributors y: 106 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/StreamingDataflowWorker.java x: 97 # contributors y: 238 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/util/BoundedQueueExecutor.java x: 30 # contributors y: 49 # changes runners/spark/src/main/java/org/apache/beam/runners/spark/SparkTransformOverrides.java x: 25 # contributors y: 39 # changes runners/spark/src/main/java/org/apache/beam/runners/spark/coders/CoderHelpers.java x: 46 # contributors y: 65 # changes runners/spark/src/main/java/org/apache/beam/runners/spark/translation/EvaluationContext.java x: 64 # contributors y: 146 # changes runners/spark/src/main/java/org/apache/beam/runners/spark/translation/MultiDoFnFunction.java x: 65 # contributors y: 134 # changes runners/spark/src/main/java/org/apache/beam/runners/spark/translation/SparkPCollectionView.java x: 23 # contributors y: 29 # changes runners/spark/src/main/java/org/apache/beam/runners/spark/translation/TransformTranslator.java x: 84 # contributors y: 232 # changes runners/spark/src/main/java/org/apache/beam/runners/spark/translation/streaming/StreamingTransformTranslator.java x: 71 # contributors y: 209 # changes runners/spark/src/main/java/org/apache/beam/runners/spark/util/SideInputBroadcast.java x: 25 # contributors y: 29 # changes runners/spark/src/main/java/org/apache/beam/runners/spark/util/SparkSideInputReader.java x: 45 # contributors y: 71 # changes sdks/java/io/kafka/src/main/java/org/apache/beam/sdk/io/kafka/KafkaIOUtils.java x: 20 # contributors y: 25 # changes sdks/java/io/kafka/src/main/java/org/apache/beam/sdk/io/kafka/ReadFromKafkaDoFn.java x: 37 # contributors y: 78 # changes runners/google-cloud-dataflow-java/src/main/java/org/apache/beam/runners/dataflow/DataflowRunner.java x: 144 # contributors y: 493 # changes sdks/java/core/src/main/java/org/apache/beam/sdk/values/Row.java x: 66 # contributors y: 135 # changes sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/pubsub/PreparePubsubWriteDoFn.java x: 8 # contributors y: 10 # changes sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/pubsub/PubsubIO.java x: 80 # contributors y: 151 # changes sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/pubsub/PubsubJsonClient.java x: 63 # contributors y: 86 # changes sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/pubsub/PubsubMessage.java x: 29 # contributors y: 42 # changes sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/pubsub/PubsubMessageWithAttributesAndMessageIdAndOrderingKeyCoder.java x: 3 # contributors y: 4 # changes sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/pubsub/PubsubMessageWithAttributesAndMessageIdCoder.java x: 14 # contributors y: 16 # changes sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/pubsub/PubsubMessageWithTopicCoder.java x: 5 # contributors y: 6 # changes sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/pubsub/PubsubTestClient.java x: 47 # contributors y: 65 # changes sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/pubsub/PubsubUnboundedSink.java x: 50 # contributors y: 79 # changes sdks/java/io/iceberg/src/main/java/org/apache/beam/sdk/io/iceberg/ScanSource.java x: 2 # contributors y: 5 # changes sdks/java/io/iceberg/src/main/java/org/apache/beam/sdk/io/iceberg/ScanTaskReader.java x: 3 # contributors y: 9 # changes sdks/python/apache_beam/typehints/native_type_compatibility.py x: 61 # contributors y: 107 # changes sdks/python/apache_beam/ml/anomaly/transforms.py x: 2 # contributors y: 8 # changes sdks/python/apache_beam/yaml/yaml_transform.py x: 13 # contributors y: 95 # changes sdks/python/apache_beam/pipeline.py x: 107 # contributors y: 297 # changes build.gradle.kts x: 84 # contributors y: 202 # changes sdks/java/core/src/main/java/org/apache/beam/sdk/schemas/utils/YamlUtils.java x: 1 # contributors y: 4 # changes website/www/site/layouts/partials/section-menu/en/documentation.html x: 55 # contributors y: 92 # changes buildSrc/src/main/groovy/org/apache/beam/gradle/BeamModulePlugin.groovy x: 254 # contributors y: 902 # changes sdks/python/apache_beam/internal/pickler.py x: 56 # contributors y: 97 # changes sdks/python/apache_beam/runners/dataflow/dataflow_runner.py x: 122 # contributors y: 391 # changes sdks/python/apache_beam/runners/runner.py x: 69 # contributors y: 144 # changes sdks/python/apache_beam/runners/portability/job_server.py x: 34 # contributors y: 62 # changes sdks/python/apache_beam/runners/portability/fn_api_runner/translations.py x: 40 # contributors y: 109 # changes sdks/python/apache_beam/internal/cloudpickle_pickler.py x: 6 # contributors y: 14 # changes sdks/python/apache_beam/internal/dill_pickler.py x: 10 # contributors y: 17 # changes sdks/python/apache_beam/runners/pipeline_context.py x: 58 # contributors y: 115 # changes sdks/python/apache_beam/transforms/ptransform.py x: 87 # contributors y: 216 # changes sdks/python/apache_beam/io/filesystem.py x: 70 # contributors y: 117 # changes sdks/java/expansion-service/src/main/java/org/apache/beam/sdk/expansion/service/ExpansionService.java x: 41 # contributors y: 101 # changes sdks/python/apache_beam/ml/inference/base.py x: 21 # contributors y: 69 # changes sdks/python/apache_beam/ml/inference/pytorch_inference.py x: 20 # contributors y: 43 # changes sdks/python/apache_beam/ml/inference/sklearn_inference.py x: 18 # 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changes sdks/java/core/src/main/java/org/apache/beam/sdk/transforms/resourcehints/ResourceHints.java x: 16 # contributors y: 33 # changes sdks/python/apache_beam/runners/dataflow/internal/names.py x: 97 # contributors y: 257 # changes sdks/python/apache_beam/ml/transforms/embeddings/vertex_ai.py x: 9 # contributors y: 15 # changes sdks/java/io/kafka/src/main/java/org/apache/beam/sdk/io/kafka/KafkaCheckpointMark.java x: 37 # contributors y: 60 # changes sdks/java/io/kafka/src/main/java/org/apache/beam/sdk/io/kafka/KafkaUnboundedReader.java x: 65 # contributors y: 102 # changes sdks/python/apache_beam/metrics/cells.py x: 66 # contributors y: 117 # changes sdks/python/apache_beam/runners/dataflow/internal/apiclient.py x: 122 # contributors y: 317 # changes sdks/python/apache_beam/io/gcp/bigquery.py x: 123 # contributors y: 321 # changes sdks/go/pkg/beam/runners/prism/internal/stage.go x: 8 # contributors y: 48 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/streaming/harness/WindmillStreamSender.java x: 4 # contributors y: 8 # changes sdks/go/pkg/beam/runners/prism/internal/handlerunner.go x: 7 # contributors y: 27 # changes sdks/go/pkg/beam/runners/prism/internal/preprocess.go x: 7 # contributors y: 35 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/windmill/WindmillConnection.java x: 5 # contributors y: 10 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/windmill/client/grpc/GrpcDispatcherClient.java x: 9 # contributors y: 23 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/windmill/client/grpc/GrpcWindmillServer.java x: 13 # contributors y: 28 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/windmill/client/grpc/GrpcWindmillStreamFactory.java x: 8 # contributors y: 23 # changes sdks/python/apache_beam/yaml/json_utils.py x: 6 # contributors y: 18 # changes sdks/python/apache_beam/yaml/yaml_io.py x: 8 # contributors y: 36 # changes runners/flink/src/main/java/org/apache/beam/runners/flink/FlinkJobInvoker.java x: 50 # contributors y: 101 # changes runners/java-job-service/src/main/java/org/apache/beam/runners/jobsubmission/JobInvoker.java x: 20 # contributors y: 37 # changes sdks/python/apache_beam/testing/util.py x: 57 # contributors y: 84 # changes sdks/python/apache_beam/transforms/util.py x: 101 # contributors y: 234 # changes sdks/python/apache_beam/transforms/sql.py x: 12 # contributors y: 14 # changes sdks/java/extensions/python/src/main/java/org/apache/beam/sdk/extensions/python/PythonExternalTransform.java x: 20 # contributors y: 62 # changes sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/SpannerAccessor.java x: 49 # contributors y: 76 # changes sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/SpannerConfig.java x: 51 # contributors y: 77 # changes sdks/java/testing/nexmark/src/main/java/org/apache/beam/sdk/nexmark/NexmarkLauncher.java x: 48 # contributors y: 81 # changes sdks/java/testing/nexmark/src/main/java/org/apache/beam/sdk/nexmark/NexmarkOptions.java x: 31 # contributors y: 38 # changes sdks/java/testing/nexmark/src/main/java/org/apache/beam/sdk/nexmark/queries/sql/SqlBoundedSideInputJoin.java x: 20 # contributors y: 30 # changes sdks/java/testing/nexmark/src/main/java/org/apache/beam/sdk/nexmark/queries/sql/SqlQuery0.java x: 19 # contributors y: 25 # changes sdks/java/testing/nexmark/src/main/java/org/apache/beam/sdk/nexmark/queries/sql/SqlQuery3.java x: 11 # contributors y: 13 # changes sdks/java/extensions/sql/zetasql/src/main/java/org/apache/beam/sdk/extensions/sql/zetasql/ZetaSQLQueryPlanner.java x: 41 # contributors y: 85 # changes sdks/java/extensions/sql/zetasql/src/main/java/org/apache/beam/sdk/extensions/sql/zetasql/package-info.java x: 9 # contributors y: 10 # changes sdks/python/apache_beam/typehints/typehints.py x: 79 # contributors y: 151 # changes website/www/site/layouts/partials/section-menu/en/sdks.html x: 31 # contributors y: 57 # changes sdks/python/apache_beam/yaml/main.py x: 7 # contributors y: 43 # changes runners/google-cloud-dataflow-java/src/main/java/org/apache/beam/runners/dataflow/options/DataflowPipelineOptions.java x: 70 # contributors y: 122 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/DataflowOutputCounter.java x: 24 # contributors y: 31 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/windmill/client/grpc/GrpcCommitWorkStream.java x: 7 # contributors y: 17 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/windmill/client/grpc/GrpcGetDataStream.java x: 8 # contributors y: 20 # changes runners/google-cloud-dataflow-java/worker/windmill/src/main/proto/windmill.proto x: 37 # contributors y: 51 # changes sdks/go/pkg/beam/core/runtime/graphx/translate.go x: 66 # contributors y: 178 # changes sdks/go/pkg/beam/runners/prism/internal/jobservices/management.go x: 7 # contributors y: 54 # changes sdks/java/core/src/main/java/org/apache/beam/sdk/coders/RowCoderGenerator.java x: 51 # contributors y: 82 # changes sdks/java/io/jdbc/src/main/java/org/apache/beam/sdk/io/jdbc/JdbcReadSchemaTransformProvider.java x: 12 # contributors y: 21 # changes sdks/java/io/jdbc/src/main/java/org/apache/beam/sdk/io/jdbc/JdbcUtil.java x: 46 # contributors y: 69 # changes sdks/java/io/kafka/src/main/java/org/apache/beam/sdk/io/kafka/KafkaReadSchemaTransformConfiguration.java x: 12 # contributors y: 25 # changes sdks/python/apache_beam/io/avroio.py x: 58 # contributors y: 111 # changes sdks/python/apache_beam/io/textio.py x: 76 # contributors y: 140 # changes sdks/python/apache_beam/ml/gcp/recommendations_ai.py x: 6 # contributors y: 7 # changes sdks/python/apache_beam/runners/common.py x: 93 # contributors y: 255 # changes sdks/python/apache_beam/runners/portability/fn_api_runner/fn_runner.py x: 49 # contributors y: 117 # changes sdks/python/apache_beam/utils/retry.py x: 62 # 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contributors y: 57 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/PubsubSink.java x: 36 # contributors y: 53 # changes sdks/python/apache_beam/coders/coder_impl.pxd x: 42 # contributors y: 79 # changes sdks/python/apache_beam/coders/slow_stream.py x: 39 # contributors y: 46 # changes sdks/python/apache_beam/utils/subprocess_server.py x: 38 # contributors y: 76 # changes runners/core-java/src/main/java/org/apache/beam/runners/core/metrics/MetricsContainerImpl.java x: 68 # contributors y: 113 # changes runners/core-java/src/main/java/org/apache/beam/runners/core/metrics/MonitoringInfoEncodings.java x: 18 # contributors y: 29 # changes sdks/java/io/iceberg/src/main/java/org/apache/beam/sdk/io/iceberg/IcebergIO.java x: 4 # contributors y: 16 # changes sdks/java/extensions/sql/src/main/java/org/apache/beam/sdk/extensions/sql/meta/provider/kafka/BeamKafkaTable.java x: 50 # contributors y: 91 # changes sdks/java/extensions/sql/src/main/java/org/apache/beam/sdk/extensions/sql/meta/provider/kafka/KafkaTableProvider.java x: 39 # contributors y: 60 # changes sdks/python/apache_beam/options/pipeline_options.py x: 137 # contributors y: 341 # changes sdks/python/apache_beam/runners/portability/stager.py x: 66 # contributors y: 111 # changes sdks/python/apache_beam/dataframe/doctests.py x: 23 # contributors y: 52 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/BatchModeExecutionContext.java x: 36 # contributors y: 58 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/StreamingStepMetricsContainer.java x: 26 # contributors y: 62 # changes sdks/java/core/src/main/java/org/apache/beam/sdk/metrics/Lineage.java x: 3 # contributors y: 19 # changes sdks/python/apache_beam/io/kinesis.py x: 16 # contributors y: 15 # changes sdks/python/apache_beam/typehints/opcodes.py x: 46 # contributors y: 76 # changes sdks/go/pkg/beam/runners/prism/internal/engine/elementmanager.go x: 6 # contributors y: 46 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/WindmillTimerInternals.java x: 46 # 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min: 1.0 | average: 12.32 | 25th percentile: 3.0 | median: 7.0 | 75th percentile: 16.0 | max: 254.0

Number of Contributors vs. File Size: 7161 points

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