anthropics / beam
File Churn

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

Overview
File Change Frequency Overall
  • There are 7,196 files with 802,375 lines of code.
    • 183 files changed more than 100 times (138,976 lines of code)
    • 476 files changed 51-100 times (146,848 lines of code)
    • 1,266 files changed 21-50 times (188,743 lines of code)
    • 2,530 files changed 6-20 times (205,780 lines of code)
    • 2,741 files changed 1-5 times (122,028 lines of code)
17% | 18% | 23% | 25% | 15%
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 7,196 files with 802,375 lines of code.
    • 937 files changed by more than 25 contributors (326,181 lines of code)
    • 1,728 files changed by 11-25 contributors (189,668 lines of code)
    • 1,395 files changed by 6-10 contributors (118,773 lines of code)
    • 2,827 files changed by 2-5 contributors (145,135 lines of code)
    • 309 files changed by 1 contributor (22,618 lines of code)
40% | 23% | 14% | 18% | 2%
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, go, md, yaml, dart, txt, gradle, json, svg, ts, sh, tf, kt, sql, scss, html, ipynb, js, properties, xml, proto, groovy, tsx, sass, pxd, kts, css, mod, tfvars, toml, avsc, pyx, hcl, bat, gitignore, p8, ini, cfg, tpl, pb, ps1, rs, gitattributes, thrift, cc, dockerfile, h, prettierignore, pyi, htaccess, editorconfig, in, g4, gitmodules, eslintignore, scala, ftl, rdf
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
java17% | 20% | 26% | 23% | 11%
py36% | 19% | 17% | 17% | 8%
go8% | 21% | 27% | 32% | 9%
groovy58% | 6% | 10% | 15% | 9%
kts45% | 0% | 8% | 39% | 6%
pxd17% | 37% | 17% | 21% | 6%
toml100% | 0% | 0% | 0% | 0%
yaml<1% | 4% | 12% | 50% | 32%
proto0% | 18% | 49% | 23% | 7%
html0% | 18% | 23% | 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% | 25% | 53% | 20%
xml0% | 0% | 5% | 5% | 88%
in0% | 0% | 100% | 0% | 0%
tsx0% | 0% | 0% | 36% | 63%
js0% | 0% | 0% | 16% | 83%
pyi0% | 0% | 0% | 100% | 0%
ipynb0% | 0% | 0% | 59% | 40%
css0% | 0% | 0% | 49% | 50%
tpl0% | 0% | 0% | 81% | 18%
scala0% | 0% | 0% | 100% | 0%
cfg0% | 0% | 0% | 10% | 89%
sql0% | 0% | 0% | 0% | 100%
kt0% | 0% | 0% | 0% | 100%
ps10% | 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
sdks20% | 20% | 24% | 22% | 12%
runners18% | 22% | 31% | 19% | 7%
buildSrc71% | 7% | 3% | 9% | 7%
ROOT88% | 0% | 9% | 1% | 0%
website<1% | 3% | 19% | 34% | 41%
playground0% | 11% | 13% | 53% | 22%
model0% | 7% | 55% | 27% | 8%
release0% | 10% | 53% | 26% | 9%
scripts0% | 0% | 10% | 89% | 0%
learning0% | 0% | <1% | 39% | 60%
.test-infra0% | 0% | <1% | 72% | 26%
it0% | 0% | 0% | 79% | 20%
.github0% | 0% | 0% | 31% | 68%
plugins0% | 0% | 0% | 59% | 40%
infra0% | 0% | 0% | 0% | 100%
contributor-docs0% | 0% | 0% | 0% | 100%
.gemini0% | 0% | 0% | 0% | 100%
Most Frequently Changed Files (Top 50)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
BeamModulePlugin.groovy
in buildSrc/src/main/groovy/org/apache/beam/gradle
 2377 7 2018-06-19 2026-01-14 954 261 +19187 / -8287 kenn@apache.org dannymccormick@google.com
DataflowRunner.java
in runners/google-cloud-dataflow-java/src/main/java/org/apache/beam/runners/dataflow
 2215 86 2016-05-10 2025-11-24 505 145 +29122 / -18840 klk@google.com tom.j.stepp@gmail.com
core.py
in sdks/python/apache_beam/transforms
 2413 286 2016-06-14 2025-12-29 449 128 +22959 / -6542 davor@google.com tvalentyn@users.noreply.git...
BigQueryIO.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery
 2664 168 2016-07-18 2025-12-22 412 150 +39161 / -19597 dhalperi@google.com 33973061+claudevdm@users.no...
dataflow_runner.py
in sdks/python/apache_beam/runners/dataflow
 554 36 2017-02-15 2025-11-05 396 123 +11775 / -7803 pabloem@google.com 34928439+jrmccluskey@users....
pipeline_options.py
in sdks/python/apache_beam/options
 1719 71 2017-05-07 2025-12-15 368 142 +9832 / -2219 sourabhbajaj@google.com yathu@google.com
bigquery.py
in sdks/python/apache_beam/io/gcp
 1953 95 2017-02-22 2025-11-05 335 127 +20930 / -6844 sourabhbajaj@google.com 34928439+jrmccluskey@users....
apiclient.py
in sdks/python/apache_beam/runners/dataflow/internal
 975 47 2017-02-15 2025-11-05 320 122 +7866 / -3005 pabloem@google.com 34928439+jrmccluskey@users....
KafkaIO.java
in sdks/java/io/kafka/src/main/java/org/apache/beam/sdk/io/kafka
 2191 169 2016-04-07 2025-11-24 319 117 +22127 / -17726 dhalperi@google.com tom.j.stepp@gmail.com
pipeline.py
in sdks/python/apache_beam
 971 67 2016-06-14 2025-11-13 311 110 +9817 / -3491 davor@google.com 33973061+claudevdm@users.no...
DataflowPipelineTranslator.java
in runners/google-cloud-dataflow-java/src/main/java/org/apache/beam/runners/dataflow
 1017 49 2016-04-12 2025-09-22 302 96 +8457 / -5488 markshields@google.com kenn@apache.org
bundle_processor.py
in sdks/python/apache_beam/runners/worker
 1786 128 2017-06-05 2025-11-17 292 96 +12615 / -5720 tgroh@google.com dannymccormick@google.com
names.py
in sdks/python/apache_beam/runners/dataflow/internal
 6 - 2017-02-23 2026-01-06 276 99 +1075 / -835 altay@google.com apanich@google.com
DoFnOperator.java
in runners/flink/src/main/java/org/apache/beam/runners/flink/translation/wrappers/streaming
 1253 86 2017-03-18 2026-01-07 268 89 +12828 / -6331 aljoscha.krettek@gmail.com yathu@google.com
coders.py
in sdks/python/apache_beam/coders
 1101 323 2016-06-14 2025-11-05 263 106 +9703 / -2507 davor@google.com 34928439+jrmccluskey@users....
BigQueryServicesImpl.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery
 1656 67 2016-07-18 2025-11-04 262 108 +13674 / -4966 dhalperi@google.com huxiangqian@gmail.com
common.py
in sdks/python/apache_beam/runners
 1311 97 2016-06-14 2025-11-05 257 94 +12942 / -5216 davor@google.com 34928439+jrmccluskey@users....
FnApiDoFnRunner.java
in sdks/java/harness/src/main/java/org/apache/beam/fn/harness
 2428 156 2017-06-05 2025-10-15 255 84 +24523 / -13256 tgroh@google.com radoslaws@google.com
sdk_worker.py
in sdks/python/apache_beam/runners/worker
 986 91 2017-04-20 2025-10-16 253 101 +11025 / -4889 robertwb@gmail.com tvalentyn@users.noreply.git...
339 - 2020-09-02 2025-12-18 249 105 +1538 / -419 niels@basjes.nl 34928439+jrmccluskey@users....
util.py
in sdks/python/apache_beam/transforms
 1457 117 2016-06-14 2025-12-02 244 101 +9502 / -2445 davor@google.com dannymccormick@google.com
JdbcIO.java
in sdks/java/io/jdbc/src/main/java/org/apache/beam/sdk/io/jdbc
 1931 153 2016-09-05 2025-09-02 243 104 +16380 / -5738 jbonofre@apache.org yathu@google.com
StreamingDataflowWorker.java
in runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker
 1066 35 2018-10-08 2025-12-02 242 99 +12735 / -9586 36090911+boyuanzz@users.nor... radoslaws@google.com
TransformTranslator.java
in runners/spark/src/main/java/org/apache/beam/runners/spark/translation
 755 29 2016-03-14 2025-09-02 237 84 +9484 / -7267 ansela@paypal.com yathu@google.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 +14373 / -6820 jbonofre@apache.org tonycantang@gmail.com
ProcessBundleHandler.java
in sdks/java/harness/src/main/java/org/apache/beam/fn/harness/control
 1052 38 2017-01-19 2025-10-30 230 83 +8358 / -3578 lcwik@google.com scwhittle@users.noreply.git...
ptransform.py
in sdks/python/apache_beam/transforms
 739 85 2016-06-14 2025-11-05 225 91 +7326 / -1792 davor@google.com 34928439+jrmccluskey@users....
769 - 2021-01-22 2025-12-07 222 88 +4134 / -1156 iemejia@gmail.com 33973061+claudevdm@users.no...
iobase.py
in sdks/python/apache_beam/io
 750 113 2016-06-14 2025-06-17 220 82 +11119 / -3725 davor@google.com 40352446+razvanculea@users....
DoFn.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/transforms
 296 13 2016-04-13 2025-11-19 216 68 +10862 / -5558 bchambers@google.com kenn@apache.org
SimpleDoFnRunner.java
in runners/core-java/src/main/java/org/apache/beam/runners/core
 1254 137 2016-08-25 2025-11-19 216 75 +13437 / -6009 klk@google.com kenn@apache.org
TextIO.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/io
 806 105 2016-04-13 2025-06-12 215 75 +11363 / -8390 bchambers@google.com 53229637+tanusharma2511@use...
StreamingTransformTranslator.java
in runners/spark/src/main/java/org/apache/beam/runners/spark/translation/streaming
 621 29 2016-03-14 2025-09-02 212 71 +7654 / -5327 ansela@paypal.com yathu@google.com
ExecutableStageDoFnOperator.java
in runners/flink/src/main/java/org/apache/beam/runners/flink/translation/wrappers/streaming
 1032 54 2018-05-13 2025-06-06 208 75 +7841 / -2519 thw@apache.org kenn@apache.org
portable_runner.py
in sdks/python/apache_beam/runners/portability
 461 29 2018-05-08 2025-10-16 204 84 +4856 / -2854 ankurgoenka@gmail.com 136421644+jh1231223@users.n...
ElasticsearchIO.java
in sdks/java/io/elasticsearch/src/main/java/org/apache/beam/sdk/io/elasticsearch
 1831 174 2016-10-20 2025-12-26 202 91 +14803 / -3844 echauchot@gmail.com+jbonofr... ewal@pointpro.nl
FlinkStreamingTransformTranslators.java
in runners/flink/src/main/java/org/apache/beam/runners/flink
 1156 45 2017-03-19 2025-09-23 198 76 +10537 / -4057 aljoscha.krettek@gmail.com kenn@apache.org
SpannerIO.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner
 1709 170 2017-05-04 2026-01-16 198 88 +14558 / -5012 dhalperi@google.com dannymccormick@google.com
direct_runner.py
in sdks/python/apache_beam/runners/direct
 427 30 2016-10-28 2025-11-05 196 74 +5221 / -2243 altay@google.com 34928439+jrmccluskey@users....
ParDo.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/transforms
 541 32 2016-03-04 2024-01-19 196 76 +9282 / -7820 swegner@google.com svetaksundhar@google.com
coder_impl.py
in sdks/python/apache_beam/coders
 1409 191 2016-06-14 2025-12-22 195 91 +10078 / -1846 davor@google.com 59060206+assaf127@users.nor...
SparkRunner.java
in runners/spark/src/main/java/org/apache/beam/runners/spark
 309 18 2016-06-17 2025-03-05 194 71 +4211 / -2201 tgroh@google.com jozovilcek@users.noreply.gi...
Combine.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/transforms
 1359 160 2016-04-11 2025-10-08 194 65 +10210 / -5512 swegner@google.com dannymccormick@google.com
operations.py
in sdks/python/apache_beam/runners/worker
 1028 99 2017-04-20 2025-11-25 193 79 +8328 / -2287 robertwb@gmail.com 53406781+ktalluri456@users....
FileBasedSink.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/io
 761 58 2016-04-13 2024-10-17 191 67 +10538 / -6727 bchambers@google.com robertwb@gmail.com
DoFnSignatures.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/transforms/reflect
 2091 67 2016-08-10 2025-09-02 191 78 +19119 / -5573 kirpichov@google.com yathu@google.com
bigquery_tools.py
in sdks/python/apache_beam/io/gcp
 1267 78 2019-01-26 2025-11-03 190 90 +6615 / -2182 pabloem@users.noreply.githu... dannymccormick@google.com
gcsio.py
in sdks/python/apache_beam/io/gcp
 432 34 2017-02-22 2025-10-22 184 78 +9028 / -8044 sourabhbajaj@google.com tvalentyn@users.noreply.git...
transform_evaluator.py
in sdks/python/apache_beam/runners/direct
 849 72 2016-10-28 2025-11-05 184 77 +8624 / -3275 altay@google.com 34928439+jrmccluskey@users....
DoFnTester.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/transforms
 618 47 2016-03-04 2025-10-15 183 59 +7573 / -5761 swegner@google.com radoslaws@google.com
Files With Most Churn (Top 50)
Based on the number of lines added and deleted across all commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
beam_fn_api.pb.go
in sdks/go/pkg/beam/model/fnexecution_v1
 5486 545 2017-10-27 2025-01-17 116 62 +101583 / -75973 herohde@google.com lostluck@users.noreply.gith...
beam_runner_api.ts
in sdks/typescript/src/apache_beam/proto
 1 - 2022-02-16 2023-07-25 13 9 +40762 / -24460 dannymccormick@google.com svetaksundhar@google.com
BigQueryIO.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery
 2664 168 2016-07-18 2025-12-22 412 150 +39161 / -19597 dhalperi@google.com 33973061+claudevdm@users.no...
register.go
in sdks/go/pkg/beam/register
 7254 504 2022-05-10 2023-07-25 10 6 +53369 / -1590 dannymccormick@google.com svetaksundhar@google.com
DataflowRunner.java
in runners/google-cloud-dataflow-java/src/main/java/org/apache/beam/runners/dataflow
 2215 86 2016-05-10 2025-11-24 505 145 +29122 / -18840 klk@google.com tom.j.stepp@gmail.com
dataflow_v1b3_messages.py
in sdks/python/apache_beam/runners/dataflow/internal/clients/dataflow
 2358 - 2017-02-22 2024-08-20 65 45 +38864 / -9070 sourabhbajaj@google.com robertwb@gmail.com
api.pb.go
in playground/backend/internal/api/v1
 3333 339 2021-10-21 2023-07-25 55 26 +30372 / -13312 damondouglas@users.noreply.... svetaksundhar@google.com
beam_fn_api.ts
in sdks/typescript/src/apache_beam/proto
 1 - 2022-02-16 2023-07-25 9 7 +25819 / -15489 dannymccormick@google.com svetaksundhar@google.com
beam_job_api.pb.go
in sdks/go/pkg/beam/model/jobmanagement_v1
 2041 194 2017-10-27 2025-01-17 73 49 +25082 / -15473 herohde@google.com lostluck@users.noreply.gith...
KafkaIO.java
in sdks/java/io/kafka/src/main/java/org/apache/beam/sdk/io/kafka
 2191 169 2016-04-07 2025-11-24 319 117 +22127 / -17726 dhalperi@google.com tom.j.stepp@gmail.com
FnApiDoFnRunner.java
in sdks/java/harness/src/main/java/org/apache/beam/fn/harness
 2428 156 2017-06-05 2025-10-15 255 84 +24523 / -13256 tgroh@google.com radoslaws@google.com
metrics.pb.go
in sdks/go/pkg/beam/model/pipeline_v1
 1734 111 2019-05-03 2025-04-22 51 33 +21157 / -15023 robert@frantil.com jrl-china@hotmail.com
beam_artifact_api.pb.go
in sdks/go/pkg/beam/model/jobmanagement_v1
 1484 144 2017-10-12 2025-01-17 70 49 +20834 / -12363 herohde@google.com lostluck@users.noreply.gith...
beam_runner_api.ts
in sdks/typescript/src/apache_beam/proto/org/apache/beam/model/pipeline/v1
 5095 102 2022-08-25 2023-07-25 4 3 +33116 / -0 robertwb@gmail.com svetaksundhar@google.com
core.py
in sdks/python/apache_beam/transforms
 2413 286 2016-06-14 2025-12-29 449 128 +22959 / -6542 davor@google.com tvalentyn@users.noreply.git...
bigquery.py
in sdks/python/apache_beam/io/gcp
 1953 95 2017-02-22 2025-11-05 335 127 +20930 / -6844 sourabhbajaj@google.com 34928439+jrmccluskey@users....
BeamModulePlugin.groovy
in buildSrc/src/main/groovy/org/apache/beam/gradle
 2377 7 2018-06-19 2026-01-14 954 261 +19187 / -8287 kenn@apache.org dannymccormick@google.com
bigquery_v2_messages.py
in sdks/python/apache_beam/io/gcp/internal/clients/bigquery
 1582 - 2017-02-22 2023-07-25 26 24 +22870 / -2682 sourabhbajaj@google.com svetaksundhar@google.com
DoFnSignatures.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/transforms/reflect
 2091 67 2016-08-10 2025-09-02 191 78 +19119 / -5573 kirpichov@google.com yathu@google.com
schema.pb.go
in sdks/go/pkg/beam/model/pipeline_v1
 1749 181 2020-06-23 2025-01-17 30 19 +15623 / -7992 lostluck@users.noreply.gith... lostluck@users.noreply.gith...
frames.py
in sdks/python/apache_beam/dataframe
 4173 191 2020-02-03 2025-05-08 176 44 +19448 / -3784 robertwb@gmail.com 34928439+jrmccluskey@users....
StreamingDataflowWorker.java
in runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker
 1066 35 2018-10-08 2025-12-02 242 99 +12735 / -9586 36090911+boyuanzz@users.nor... radoslaws@google.com
JdbcIO.java
in sdks/java/io/jdbc/src/main/java/org/apache/beam/sdk/io/jdbc
 1931 153 2016-09-05 2025-09-02 243 104 +16380 / -5738 jbonofre@apache.org yathu@google.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 +14373 / -6820 jbonofre@apache.org tonycantang@gmail.com
beam_fn_api.ts
in sdks/typescript/src/apache_beam/proto/org/apache/beam/model/fn_execution/v1
 3456 67 2022-08-25 2023-07-25 4 3 +20944 / -0 robertwb@gmail.com svetaksundhar@google.com
cloudbuild_v1_messages.py
in sdks/python/apache_beam/runners/dataflow/internal/clients/cloudbuild
 1135 - 2021-02-12 2023-07-25 11 10 +20037 / -829 zyichi@google.com svetaksundhar@google.com
descriptor.ts
in sdks/typescript/src/apache_beam/proto/google/protobuf
 1991 27 2022-02-16 2023-07-25 6 6 +20670 / -0 dannymccormick@google.com svetaksundhar@google.com
TextIO.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/io
 806 105 2016-04-13 2025-06-12 215 75 +11363 / -8390 bchambers@google.com 53229637+tanusharma2511@use...
dataflow_runner.py
in sdks/python/apache_beam/runners/dataflow
 554 36 2017-02-15 2025-11-05 396 123 +11775 / -7803 pabloem@google.com 34928439+jrmccluskey@users....
SpannerIO.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner
 1709 170 2017-05-04 2026-01-16 198 88 +14558 / -5012 dhalperi@google.com dannymccormick@google.com
fileio.py
in sdks/python/apache_beam/io
 568 49 2016-06-14 2025-05-08 167 68 +11926 / -7612 davor@google.com 34928439+jrmccluskey@users....
SimpleDoFnRunner.java
in runners/core-java/src/main/java/org/apache/beam/runners/core
 1254 137 2016-08-25 2025-11-19 216 75 +13437 / -6009 klk@google.com kenn@apache.org
DoFnOperator.java
in runners/flink/src/main/java/org/apache/beam/runners/flink/translation/wrappers/streaming
 1253 86 2017-03-18 2026-01-07 268 89 +12828 / -6331 aljoscha.krettek@gmail.com yathu@google.com
ElasticsearchIO.java
in sdks/java/io/elasticsearch/src/main/java/org/apache/beam/sdk/io/elasticsearch
 1831 174 2016-10-20 2025-12-26 202 91 +14803 / -3844 echauchot@gmail.com+jbonofr... ewal@pointpro.nl
BigQueryServicesImpl.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery
 1656 67 2016-07-18 2025-11-04 262 108 +13674 / -4966 dhalperi@google.com huxiangqian@gmail.com
dataflow_v1b3_client.py
in sdks/python/apache_beam/runners/dataflow/internal/clients/dataflow
 815 59 2017-02-22 2025-07-16 49 40 +11156 / -7250 sourabhbajaj@google.com dannymccormick@google.com
bundle_processor.py
in sdks/python/apache_beam/runners/worker
 1786 128 2017-06-05 2025-11-17 292 96 +12615 / -5720 tgroh@google.com dannymccormick@google.com
PAssert.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/testing
 1179 129 2016-04-13 2024-08-20 154 71 +12175 / -6053 bchambers@google.com robertwb@gmail.com
common.py
in sdks/python/apache_beam/runners
 1311 97 2016-06-14 2025-11-05 257 94 +12942 / -5216 davor@google.com 34928439+jrmccluskey@users....
FileBasedSink.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/io
 761 58 2016-04-13 2024-10-17 191 67 +10538 / -6727 bchambers@google.com robertwb@gmail.com
fn_runner.py
in sdks/python/apache_beam/runners/portability/fn_api_runner
 1223 56 2020-02-14 2025-05-08 118 50 +9366 / -7767 robertwb@gmail.com 34928439+jrmccluskey@users....
ParDo.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/transforms
 541 32 2016-03-04 2024-01-19 196 76 +9282 / -7820 swegner@google.com svetaksundhar@google.com
gcsio.py
in sdks/python/apache_beam/io/gcp
 432 34 2017-02-22 2025-10-22 184 78 +9028 / -8044 sourabhbajaj@google.com tvalentyn@users.noreply.git...
TransformTranslator.java
in runners/spark/src/main/java/org/apache/beam/runners/spark/translation
 755 29 2016-03-14 2025-09-02 237 84 +9484 / -7267 ansela@paypal.com yathu@google.com
decoders.go
in sdks/go/pkg/beam/core/runtime/exec/optimized
 1856 441 2018-01-18 2023-07-25 12 11 +15504 / -1062 herohde@google.com svetaksundhar@google.com
DoFn.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/transforms
 296 13 2016-04-13 2025-11-19 216 68 +10862 / -5558 bchambers@google.com kenn@apache.org
DatastoreV1.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/datastore
 1645 136 2016-08-19 2025-09-02 160 78 +13073 / -2993 vikasrk@google.com yathu@google.com
sdk_worker.py
in sdks/python/apache_beam/runners/worker
 986 91 2017-04-20 2025-10-16 253 101 +11025 / -4889 robertwb@gmail.com tvalentyn@users.noreply.git...
WatermarkManager.java
in runners/direct-java/src/main/java/org/apache/beam/runners/direct
 1165 106 2016-06-15 2024-01-19 159 58 +11591 / -4315 tgroh@google.com svetaksundhar@google.com
encoders.go
in sdks/go/pkg/beam/core/runtime/exec/optimized
 1772 421 2018-01-18 2023-07-25 12 11 +14808 / -1014 herohde@google.com svetaksundhar@google.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)		# contributorsline
churn		first
contributor		latest
contributor
BeamModulePlugin.groovy
in buildSrc/src/main/groovy/org/apache/beam/gradle
 2377 7 2018-06-19 2026-01-14 954 261 +19187 / -8287 kenn@apache.org dannymccormick@google.com
BigQueryIO.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery
 2664 168 2016-07-18 2025-12-22 412 150 +39161 / -19597 dhalperi@google.com 33973061+claudevdm@users.no...
DataflowRunner.java
in runners/google-cloud-dataflow-java/src/main/java/org/apache/beam/runners/dataflow
 2215 86 2016-05-10 2025-11-24 505 145 +29122 / -18840 klk@google.com tom.j.stepp@gmail.com
pipeline_options.py
in sdks/python/apache_beam/options
 1719 71 2017-05-07 2025-12-15 368 142 +9832 / -2219 sourabhbajaj@google.com yathu@google.com
core.py
in sdks/python/apache_beam/transforms
 2413 286 2016-06-14 2025-12-29 449 128 +22959 / -6542 davor@google.com tvalentyn@users.noreply.git...
bigquery.py
in sdks/python/apache_beam/io/gcp
 1953 95 2017-02-22 2025-11-05 335 127 +20930 / -6844 sourabhbajaj@google.com 34928439+jrmccluskey@users....
dataflow_runner.py
in sdks/python/apache_beam/runners/dataflow
 554 36 2017-02-15 2025-11-05 396 123 +11775 / -7803 pabloem@google.com 34928439+jrmccluskey@users....
apiclient.py
in sdks/python/apache_beam/runners/dataflow/internal
 975 47 2017-02-15 2025-11-05 320 122 +7866 / -3005 pabloem@google.com 34928439+jrmccluskey@users....
KafkaIO.java
in sdks/java/io/kafka/src/main/java/org/apache/beam/sdk/io/kafka
 2191 169 2016-04-07 2025-11-24 319 117 +22127 / -17726 dhalperi@google.com tom.j.stepp@gmail.com
pipeline.py
in sdks/python/apache_beam
 971 67 2016-06-14 2025-11-13 311 110 +9817 / -3491 davor@google.com 33973061+claudevdm@users.no...
BigQueryServicesImpl.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery
 1656 67 2016-07-18 2025-11-04 262 108 +13674 / -4966 dhalperi@google.com huxiangqian@gmail.com
coders.py
in sdks/python/apache_beam/coders
 1101 323 2016-06-14 2025-11-05 263 106 +9703 / -2507 davor@google.com 34928439+jrmccluskey@users....
339 - 2020-09-02 2025-12-18 249 105 +1538 / -419 niels@basjes.nl 34928439+jrmccluskey@users....
JdbcIO.java
in sdks/java/io/jdbc/src/main/java/org/apache/beam/sdk/io/jdbc
 1931 153 2016-09-05 2025-09-02 243 104 +16380 / -5738 jbonofre@apache.org yathu@google.com
sdk_worker.py
in sdks/python/apache_beam/runners/worker
 986 91 2017-04-20 2025-10-16 253 101 +11025 / -4889 robertwb@gmail.com tvalentyn@users.noreply.git...
util.py
in sdks/python/apache_beam/transforms
 1457 117 2016-06-14 2025-12-02 244 101 +9502 / -2445 davor@google.com dannymccormick@google.com
names.py
in sdks/python/apache_beam/runners/dataflow/internal
 6 - 2017-02-23 2026-01-06 276 99 +1075 / -835 altay@google.com apanich@google.com
StreamingDataflowWorker.java
in runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker
 1066 35 2018-10-08 2025-12-02 242 99 +12735 / -9586 36090911+boyuanzz@users.nor... radoslaws@google.com
DataflowPipelineTranslator.java
in runners/google-cloud-dataflow-java/src/main/java/org/apache/beam/runners/dataflow
 1017 49 2016-04-12 2025-09-22 302 96 +8457 / -5488 markshields@google.com kenn@apache.org
bundle_processor.py
in sdks/python/apache_beam/runners/worker
 1786 128 2017-06-05 2025-11-17 292 96 +12615 / -5720 tgroh@google.com dannymccormick@google.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 +14373 / -6820 jbonofre@apache.org tonycantang@gmail.com
common.py
in sdks/python/apache_beam/runners
 1311 97 2016-06-14 2025-11-05 257 94 +12942 / -5216 davor@google.com 34928439+jrmccluskey@users....
ptransform.py
in sdks/python/apache_beam/transforms
 739 85 2016-06-14 2025-11-05 225 91 +7326 / -1792 davor@google.com 34928439+jrmccluskey@users....
ElasticsearchIO.java
in sdks/java/io/elasticsearch/src/main/java/org/apache/beam/sdk/io/elasticsearch
 1831 174 2016-10-20 2025-12-26 202 91 +14803 / -3844 echauchot@gmail.com+jbonofr... ewal@pointpro.nl
coder_impl.py
in sdks/python/apache_beam/coders
 1409 191 2016-06-14 2025-12-22 195 91 +10078 / -1846 davor@google.com 59060206+assaf127@users.nor...
bigquery_tools.py
in sdks/python/apache_beam/io/gcp
 1267 78 2019-01-26 2025-11-03 190 90 +6615 / -2182 pabloem@users.noreply.githu... dannymccormick@google.com
DoFnOperator.java
in runners/flink/src/main/java/org/apache/beam/runners/flink/translation/wrappers/streaming
 1253 86 2017-03-18 2026-01-07 268 89 +12828 / -6331 aljoscha.krettek@gmail.com yathu@google.com
769 - 2021-01-22 2025-12-07 222 88 +4134 / -1156 iemejia@gmail.com 33973061+claudevdm@users.no...
SpannerIO.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner
 1709 170 2017-05-04 2026-01-16 198 88 +14558 / -5012 dhalperi@google.com dannymccormick@google.com
version.py
in sdks/python/apache_beam
 1 - 2016-06-14 2026-01-30 131 86 +501 / -365 davor@google.com yilei@anthropic.com
BatchLoads.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery
 756 21 2017-03-29 2025-10-20 174 85 +5104 / -1959 relax@google.com yathu@google.com
BigQueryUtils.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery
 1055 44 2018-03-21 2026-01-07 164 85 +6576 / -1946 apilloud@google.com 33973061+claudevdm@users.no...
FnApiDoFnRunner.java
in sdks/java/harness/src/main/java/org/apache/beam/fn/harness
 2428 156 2017-06-05 2025-10-15 255 84 +24523 / -13256 tgroh@google.com radoslaws@google.com
TransformTranslator.java
in runners/spark/src/main/java/org/apache/beam/runners/spark/translation
 755 29 2016-03-14 2025-09-02 237 84 +9484 / -7267 ansela@paypal.com yathu@google.com
portable_runner.py
in sdks/python/apache_beam/runners/portability
 461 29 2018-05-08 2025-10-16 204 84 +4856 / -2854 ankurgoenka@gmail.com 136421644+jh1231223@users.n...
ProcessBundleHandler.java
in sdks/java/harness/src/main/java/org/apache/beam/fn/harness/control
 1052 38 2017-01-19 2025-10-30 230 83 +8358 / -3578 lcwik@google.com scwhittle@users.noreply.git...
iobase.py
in sdks/python/apache_beam/io
 750 113 2016-06-14 2025-06-17 220 82 +11119 / -3725 davor@google.com 40352446+razvanculea@users....
trigger.py
in sdks/python/apache_beam/transforms
 1162 239 2016-06-14 2025-10-02 170 81 +9782 / -2230 davor@google.com tannapareddy@google.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 2025-09-11 153 81 +10196 / -4497 dhalperi@google.com 95318300+johnjcasey@users.n...
operations.py
in sdks/python/apache_beam/runners/worker
 1028 99 2017-04-20 2025-11-25 193 79 +8328 / -2287 robertwb@gmail.com 53406781+ktalluri456@users....
FnHarness.java
in sdks/java/harness/src/main/java/org/apache/beam/fn/harness
 330 6 2017-01-19 2025-08-06 172 79 +2017 / -742 lcwik@google.com dannymccormick@google.com
coders_test_common.py
in sdks/python/apache_beam/coders
 816 56 2016-06-14 2025-12-22 164 79 +4954 / -1242 davor@google.com 59060206+assaf127@users.nor...
typehints.py
in sdks/python/apache_beam/typehints
 920 130 2016-06-14 2025-11-18 156 79 +8271 / -1408 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 +3346 / -1439 relax@google.com robertwb@gmail.com
sdk_worker_main.py
in sdks/python/apache_beam/runners/worker
 271 13 2017-04-20 2025-12-07 141 79 +2440 / -969 robertwb@gmail.com 33973061+claudevdm@users.no...
DoFnSignatures.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/transforms/reflect
 2091 67 2016-08-10 2025-09-02 191 78 +19119 / -5573 kirpichov@google.com yathu@google.com
gcsio.py
in sdks/python/apache_beam/io/gcp
 432 34 2017-02-22 2025-10-22 184 78 +9028 / -8044 sourabhbajaj@google.com tvalentyn@users.noreply.git...
DatastoreV1.java
in sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/datastore
 1645 136 2016-08-19 2025-09-02 160 78 +13073 / -2993 vikasrk@google.com yathu@google.com
transform_evaluator.py
in sdks/python/apache_beam/runners/direct
 849 72 2016-10-28 2025-11-05 184 77 +8624 / -3275 altay@google.com 34928439+jrmccluskey@users....
textio.py
in sdks/python/apache_beam/io
 596 39 2016-08-30 2025-08-06 142 77 +5481 / -1200 chamikara@google.com huxiangqian@gmail.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)		# contributorsline
churn		first
contributor		latest
contributor
DoFnOperator.java
in runners/flink/1.20/src/main/java/org/apache/beam/runners/flink/translation/wrappers/streaming
 1249 86 2025-11-25 2025-11-25 1 1 +1785 / -0 yathu@google.com yathu@google.com
beam_viewer.role.yaml
in infra/iam/roles
 1093 - 2025-08-26 2025-08-26 1 1 +1113 / -0 71863693+ksobrenat32@users.... 71863693+ksobrenat32@users....
828 - 2025-08-26 2025-08-26 1 1 +848 / -0 71863693+ksobrenat32@users.... 71863693+ksobrenat32@users....
beam_admin.role.yaml
in infra/iam/roles
 654 - 2025-08-26 2025-08-26 1 1 +674 / -0 71863693+ksobrenat32@users.... 71863693+ksobrenat32@users....
secret_manager.py
in infra/keys
 466 23 2025-08-11 2025-08-11 1 1 +787 / -0 71863693+ksobrenat32@users.... 71863693+ksobrenat32@users....
cloudsql.py
in sdks/python/apache_beam/transforms/enrichment_handlers
 374 29 2025-08-22 2025-09-10 2 1 +670 / -14 mohamedmohey2352@gmail.com mohamedmohey2352@gmail.com
EditablePanel.tsx
in sdks/python/apache_beam/runners/interactive/extensions/apache-beam-jupyterlab-sidepanel/src/yaml
 330 4 2025-09-06 2025-09-06 1 1 +408 / -0 120361592+chenzo1001@users.... 120361592+chenzo1001@users....
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 +569 / -0 dilnaz010220@gmail.com dilnaz010220@gmail.com
account_keys.py
in infra/enforcement
 302 16 2025-08-18 2025-08-18 1 1 +523 / -0 71863693+ksobrenat32@users.... 71863693+ksobrenat32@users....
YamlEditor.tsx
in sdks/python/apache_beam/runners/interactive/extensions/apache-beam-jupyterlab-sidepanel/src/yaml
 293 - 2025-09-06 2025-09-06 1 1 +338 / -0 120361592+chenzo1001@users.... 120361592+chenzo1001@users....
beam_writer.role.yaml
in infra/iam/roles
 286 - 2025-08-26 2025-08-26 1 1 +306 / -0 71863693+ksobrenat32@users.... 71863693+ksobrenat32@users....
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 +352 / -0 shunping@google.com shunping@google.com
iam.py
in infra/enforcement
 259 12 2025-08-18 2025-10-09 3 1 +420 / -2 71863693+ksobrenat32@users.... 71863693+ksobrenat32@users....
NaiveReadFromPulsarDoFn.java
in sdks/java/io/pulsar/src/main/java/org/apache/beam/sdk/io/pulsar
 253 16 2025-09-15 2025-09-15 1 1 +325 / -0 yathu@google.com yathu@google.com
Yaml.tsx
in sdks/python/apache_beam/runners/interactive/extensions/apache-beam-jupyterlab-sidepanel/src/yaml
 251 2 2025-09-06 2025-09-06 1 1 +322 / -0 120361592+chenzo1001@users.... 120361592+chenzo1001@users....
async_dofn.py
in sdks/python/apache_beam/transforms
 247 15 2025-06-19 2025-11-13 4 1 +493 / -39 dcrhodes@google.com dcrhodes@google.com
keys.py
in infra/keys
 237 8 2025-08-11 2025-08-29 2 1 +428 / -45 71863693+ksobrenat32@users.... 71863693+ksobrenat32@users....
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 +329 / -0 shunping@google.com shunping@google.com
CatalogManagerSchema.java
in sdks/java/extensions/sql/src/main/java/org/apache/beam/sdk/extensions/sql/impl
 231 20 2025-10-01 2025-12-09 2 1 +305 / -5 65791736+ahmedabu98@users.n... 65791736+ahmedabu98@users.n...
ClickHouseResourceManager.java
in it/clickhouse/src/main/java/org/apache/beam/it/clickhouse
 226 9 2025-03-10 2025-04-22 2 1 +359 / -2 bentsi.leviav@clickhouse.com bentsi.leviav@clickhouse.com
service_account.py
in infra/keys
 221 16 2025-08-11 2025-08-11 1 1 +425 / -0 71863693+ksobrenat32@users.... 71863693+ksobrenat32@users....
stale_cleaner.py
in .test-infra/tools
 221 27 2025-05-29 2025-07-14 6 1 +450 / -13 71863693+ksobrenat32@users.... 71863693+ksobrenat32@users....
spanner.py
in sdks/python/apache_beam/ml/rag/ingestion
 213 18 2025-10-30 2025-10-30 1 1 +646 / -0 33973061+claudevdm@users.no... 33973061+claudevdm@users.no...
log_analyzer.py
in infra/security
 212 10 2025-08-27 2025-08-27 1 1 +333 / -0 71863693+ksobrenat32@users.... 71863693+ksobrenat32@users....
migrate_roles.py
in infra/iam
 196 5 2025-08-26 2025-08-26 1 1 +340 / -0 71863693+ksobrenat32@users.... 71863693+ksobrenat32@users....
GroupByEncryptedKey.java
in sdks/java/core/src/main/java/org/apache/beam/sdk/transforms
 180 8 2025-10-04 2025-10-15 4 1 +293 / -13 dannymccormick@google.com dannymccormick@google.com
CatalogSchema.java
in sdks/java/extensions/sql/src/main/java/org/apache/beam/sdk/extensions/sql/impl
 174 13 2025-10-01 2025-10-01 1 1 +229 / -0 65791736+ahmedabu98@users.n... 65791736+ahmedabu98@users.n...
IcebergCdcReadSchemaTransformProvider.java
in sdks/java/io/iceberg/src/main/java/org/apache/beam/sdk/io/iceberg
 169 7 2025-03-20 2025-05-13 3 1 +240 / -2 65791736+ahmedabu98@users.n... 65791736+ahmedabu98@users.n...
WindmillTagEncodingV1.java
in runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/windmill/state
 164 7 2025-12-19 2025-12-19 1 1 +246 / -0 pandiana@google.com pandiana@google.com
YamlFlow.tsx
in sdks/python/apache_beam/runners/interactive/extensions/apache-beam-jupyterlab-sidepanel/src/yaml
 163 - 2025-09-06 2025-09-06 1 1 +227 / -0 120361592+chenzo1001@users.... 120361592+chenzo1001@users....
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 +201 / -4 65791736+ahmedabu98@users.n... 65791736+ahmedabu98@users.n...
DatabaseTestHelper.java
in sdks/java/io/common/src/main/java/org/apache/beam/sdk/io/common
 161 10 2024-06-28 2025-09-02 2 1 +200 / -1 yathu@google.com yathu@google.com
ReadUtils.java
in sdks/java/io/iceberg/src/main/java/org/apache/beam/sdk/io/iceberg
 160 4 2025-03-20 2025-07-21 4 1 +215 / -4 65791736+ahmedabu98@users.n... 65791736+ahmedabu98@users.n...
FileAwareFactoryFn.java
in sdks/java/extensions/kafka-factories/src/main/java/org/apache/beam/sdk/extensions/kafka/factories
 156 7 2025-10-29 2025-10-29 1 1 +258 / -0 134544020+fozzie15@users.no... 134544020+fozzie15@users.no...
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 +213 / -0 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 +201 / -0 derrickaw@google.com derrickaw@google.com
generate_roles.py
in infra/iam/roles
 147 8 2025-08-26 2025-08-26 1 1 +277 / -0 71863693+ksobrenat32@users.... 71863693+ksobrenat32@users....
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 +195 / -0 bzablocki@google.com bzablocki@google.com
mysql_common.py
in sdks/python/apache_beam/ml/rag/ingestion
 141 19 2025-07-07 2025-07-07 1 1 +433 / -0 33973061+claudevdm@users.no... 33973061+claudevdm@users.no...
IcebergTable.java
in sdks/java/extensions/sql/iceberg/src/main/java/org/apache/beam/sdk/extensions/sql/meta/provider/iceberg
 141 7 2025-09-06 2025-10-01 2 1 +183 / -3 65791736+ahmedabu98@users.n... 65791736+ahmedabu98@users.n...
GrpcVendoring_1_69_0.groovy
in buildSrc/src/main/groovy/org/apache/beam/gradle
 141 7 2025-01-15 2025-01-15 1 1 +230 / -0 dannymccormick@google.com dannymccormick@google.com
milvus_search.py
in sdks/python/apache_beam/ml/rag/ingestion
 140 16 2025-11-21 2025-11-21 1 1 +346 / -0 mohamedmohey2352@gmail.com mohamedmohey2352@gmail.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 +190 / -0 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 +190 / -0 boudhevil@gmail.com boudhevil@gmail.com
rate_limiter.py
in sdks/python/apache_beam/io/components
 138 8 2026-01-05 2026-01-14 2 1 +263 / -7 tannapareddy@google.com tannapareddy@google.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 +226 / -4 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 +195 / -0 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 +262 / -52 jayajp@google.com jayajp@google.com
SystemTables.java
in sdks/java/extensions/sql/src/main/java/org/apache/beam/sdk/extensions/sql/meta
 128 14 2025-12-09 2025-12-09 1 1 +182 / -0 65791736+ahmedabu98@users.n... 65791736+ahmedabu98@users.n...
mysql.py
in sdks/python/apache_beam/ml/rag/ingestion
 127 14 2025-07-07 2025-07-07 1 1 +268 / -0 33973061+claudevdm@users.no... 33973061+claudevdm@users.no...
Correlations

File Size vs. Number of Changes: 7196 points

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changes sdks/python/apache_beam/ml/inference/base.py x: 1170 lines of code y: 72 # changes sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryUtils.java x: 1055 lines of code y: 164 # changes runners/flink/src/main/java/org/apache/beam/runners/flink/FlinkPipelineRunner.java x: 165 lines of code y: 87 # changes runners/flink/src/main/java/org/apache/beam/runners/flink/translation/wrappers/streaming/DoFnOperator.java x: 1253 lines of code y: 268 # changes sdks/python/apache_beam/yaml/yaml_io.py x: 362 lines of code y: 41 # changes sdks/python/apache_beam/runners/dataflow/internal/names.py x: 6 lines of code y: 276 # changes sdks/python/apache_beam/yaml/yaml_transform.py x: 1049 lines of code y: 99 # changes sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/TableRowToStorageApiProto.java x: 1607 lines of code y: 69 # changes sdks/python/apache_beam/yaml/yaml_testing.py x: 444 lines of code y: 10 # changes sdks/java/io/solace/src/main/java/org/apache/beam/sdk/io/solace/read/SolaceCheckpointMark.java x: 57 lines of code y: 5 # 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changes sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/StorageApiWriteUnshardedRecords.java x: 1114 lines of code y: 123 # changes sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/StorageApiWritesShardedRecords.java x: 870 lines of code y: 98 # changes sdks/python/apache_beam/coders/coder_impl.py x: 1409 lines of code y: 195 # changes sdks/python/apache_beam/coders/coders_test_common.py x: 816 lines of code y: 164 # changes sdks/python/apache_beam/transforms/periodicsequence.py x: 269 lines of code y: 24 # changes sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIO.java x: 2664 lines of code y: 412 # changes sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIOTranslation.java x: 867 lines of code y: 30 # changes sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryStorageQuerySource.java x: 214 lines of code y: 54 # changes sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryStorageSourceBase.java x: 195 lines of code y: 66 # changes sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryStorageTableSource.java x: 189 lines of code y: 61 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/StreamingModeExecutionContext.java x: 791 lines of code y: 118 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/WindmillKeyedWorkItem.java x: 189 lines of code y: 37 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/WindmillTimerInternals.java x: 168 lines of code y: 84 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/WindowingWindmillReader.java x: 140 lines of code y: 37 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/windmill/state/CachingStateTable.java x: 265 lines of code y: 8 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/windmill/state/WindmillCombiningState.java x: 129 lines of code y: 6 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/windmill/state/WindmillStateInternals.java x: 116 lines of code y: 7 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/windmill/state/WindmillTagEncoding.java x: 75 lines of code y: 1 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/windmill/state/WindmillTagEncodingV1.java x: 164 lines of code y: 1 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/windmill/work/processing/failures/WorkFailureProcessor.java x: 154 lines of code y: 5 # changes sdks/java/container/license_scripts/dep_urls_java.yaml x: 47 lines of code y: 115 # changes sdks/python/apache_beam/runners/interactive/interactive_environment.py x: 390 lines of code y: 93 # 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changes sdks/java/core/src/main/java/org/apache/beam/sdk/util/GcpHsmGeneratedSecret.java x: 110 lines of code y: 1 # changes sdks/python/apache_beam/transforms/util.py x: 1457 lines of code y: 244 # changes sdks/java/io/cassandra/src/main/java/org/apache/beam/sdk/io/cassandra/ReadFn.java x: 123 lines of code y: 25 # changes sdks/go/pkg/beam/io/avroio/avroio.go x: 184 lines of code y: 19 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/StreamingDataflowWorker.java x: 1066 lines of code y: 242 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/windmill/client/grpc/GetWorkResponseChunkAssembler.java x: 104 lines of code y: 8 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/windmill/client/grpc/GrpcDirectGetWorkStream.java x: 304 lines of code y: 29 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/windmill/client/grpc/GrpcGetWorkStream.java x: 185 lines of code y: 24 # changes runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/windmill/work/processing/StreamingWorkScheduler.java x: 337 lines of code y: 18 # changes sdks/java/core/src/main/java/org/apache/beam/sdk/values/WindowedValues.java x: 916 lines of code y: 14 # changes sdks/python/apache_beam/io/kafka.py x: 114 lines of code y: 41 # changes sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/StorageApiDynamicDestinationsGenericRecord.java x: 96 lines of code y: 15 # changes sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/testing/FakeDatasetService.java x: 718 lines of code y: 80 # changes release/build.gradle.kts x: 26 lines of code y: 27 # changes sdks/python/apache_beam/io/hadoopfilesystem.py x: 271 lines of code y: 55 # changes sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/firestore/FirestoreOptions.java x: 24 lines of code y: 12 # changes sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/firestore/FirestoreV1WriteFn.java x: 513 lines of code y: 18 # 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954.0
# changes
  min: 1.0
  average: 19.39
  25th percentile: 3.0
  median: 9.0
  75th percentile: 22.0
  max: 954.0
0 7254.0
lines of code
min: 1.0 | average: 111.5 | 25th percentile: 13.0 | median: 42.0 | 75th percentile: 112.0 | max: 7254.0

Number of Contributors vs. Number of Changes: 7196 points

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  min: 1.0
  average: 19.39
  25th percentile: 3.0
  median: 9.0
  75th percentile: 22.0
  max: 954.0
0 261.0
# contributors
min: 1.0 | average: 12.27 | 25th percentile: 3.0 | median: 7.0 | 75th percentile: 16.0 | max: 261.0

Number of Contributors vs. File Size: 7196 points

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  average: 111.5
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# contributors
min: 1.0 | average: 12.27 | 25th percentile: 3.0 | median: 7.0 | 75th percentile: 16.0 | max: 261.0

Number of Changes vs. Line Churn: 42251 points

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  average: 1018.43
  25th percentile: 190.0
  median: 522.0
  75th percentile: 1168.0
  max: 245107.0
0 954.0
# changes
min: 1.0 | average: 10.21 | 25th percentile: 2.0 | median: 3.0 | 75th percentile: 9.0 | max: 954.0

Number of Contributors vs. Line Churn: 7196 points

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contributors y: 1245 line churn sdks/java/io/solace/src/main/java/org/apache/beam/sdk/io/solace/read/SolaceCheckpointMark.java x: 2 # contributors y: 256 line churn sdks/java/io/solace/src/main/java/org/apache/beam/sdk/io/solace/read/UnboundedSolaceReader.java x: 5 # contributors y: 727 line churn sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/providers/BigQueryWriteSchemaTransformProvider.java x: 4 # contributors y: 273 line churn website/www/site/data/en/quotes.yaml x: 23 # contributors y: 458 line churn sdks/python/container/license_scripts/dep_urls_py.yaml x: 40 # contributors y: 584 line churn runners/portability/java/src/main/java/org/apache/beam/runners/portability/PortableMetrics.java x: 23 # contributors y: 1193 line churn sdks/python/apache_beam/transforms/core.py x: 128 # contributors y: 29501 line churn sdks/java/io/elasticsearch/src/main/java/org/apache/beam/sdk/io/elasticsearch/ElasticsearchIO.java x: 91 # contributors y: 18647 line churn sdks/python/apache_beam/yaml/yaml_provider.py x: 20 # contributors y: 8034 line churn sdks/java/io/iceberg/src/main/java/org/apache/beam/sdk/io/iceberg/AppendFilesToTables.java x: 7 # contributors y: 584 line churn sdks/java/io/pulsar/src/main/java/org/apache/beam/sdk/io/pulsar/PulsarMessage.java x: 9 # contributors y: 584 line churn runners/direct-java/src/main/java/org/apache/beam/runners/direct/DirectRunner.java x: 51 # contributors y: 7488 line churn sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigtable/changestreams/dao/MetadataTableDao.java x: 9 # contributors y: 2321 line churn sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/BigQuerySourceBase.java x: 59 # contributors y: 2818 line churn sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/StorageApiConvertMessages.java x: 15 # contributors y: 937 line churn sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/StorageApiWriteUnshardedRecords.java x: 37 # contributors y: 8096 line churn sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/StorageApiWritesShardedRecords.java x: 34 # contributors y: 6222 line churn sdks/python/apache_beam/coders/coder_impl.py x: 91 # contributors y: 11924 line churn sdks/python/apache_beam/coders/coders_test_common.py x: 79 # contributors y: 6196 line churn sdks/python/apache_beam/transforms/periodicsequence.py x: 19 # contributors y: 976 line churn sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIO.java x: 150 # contributors y: 58758 line churn sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIOTranslation.java x: 13 # contributors y: 3044 line churn sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryStorageQuerySource.java x: 40 # contributors y: 970 line churn sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryStorageSourceBase.java x: 41 # contributors y: 1720 line churn runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/StreamingModeExecutionContext.java x: 62 # contributors y: 6258 line churn runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/WindmillKeyedWorkItem.java x: 25 # contributors y: 634 line churn runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/WindmillTimerInternals.java x: 47 # contributors y: 3030 line churn runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/WindowingWindmillReader.java x: 27 # contributors y: 535 line churn runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/windmill/state/WindmillCombiningState.java x: 3 # contributors y: 550 line churn sdks/java/container/license_scripts/dep_urls_java.yaml x: 55 # contributors y: 1240 line churn sdks/python/apache_beam/runners/interactive/interactive_environment.py x: 50 # contributors y: 3881 line churn sdks/python/apache_beam/runners/interactive/recording_manager.py x: 34 # contributors y: 3563 line churn settings.gradle.kts x: 105 # contributors y: 1957 line churn sdks/java/core/src/main/java/org/apache/beam/sdk/transforms/splittabledofn/GrowableOffsetRangeTracker.java x: 19 # contributors y: 616 line churn sdks/java/io/kafka/src/main/java/org/apache/beam/sdk/io/kafka/ReadFromKafkaDoFn.java x: 37 # contributors y: 5166 line churn sdks/java/io/amazon-web-services2/src/main/java/org/apache/beam/sdk/io/aws2/kinesis/KinesisIO.java x: 31 # contributors y: 13277 line churn sdks/java/io/iceberg/src/main/java/org/apache/beam/sdk/io/iceberg/RecordWriterManager.java x: 8 # contributors y: 1313 line churn website/www/site/config.toml x: 55 # contributors y: 462 line churn runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/windmill/client/commits/StreamingEngineWorkCommitter.java x: 6 # contributors y: 885 line churn sdks/python/apache_beam/options/pipeline_options.py x: 142 # contributors y: 12051 line churn sdks/python/apache_beam/ml/inference/pytorch_inference.py x: 20 # contributors y: 2981 line churn sdks/python/apache_beam/ml/inference/sklearn_inference.py x: 18 # contributors y: 2000 line churn sdks/java/io/debezium/src/main/java/org/apache/beam/io/debezium/DebeziumIO.java x: 12 # contributors y: 2308 line churn .test-infra/metrics/sync/github/github_runs_prefetcher/code/main.py x: 7 # contributors y: 1110 line churn sdks/go/pkg/beam/core/timers/timers.go x: 5 # contributors y: 400 line churn sdks/java/extensions/sql/src/main/codegen/includes/parserImpls.ftl x: 23 # contributors y: 3141 line churn sdks/java/extensions/sql/src/main/java/org/apache/beam/sdk/extensions/sql/impl/BeamCalciteSchema.java x: 32 # contributors y: 930 line churn sdks/java/extensions/sql/src/main/java/org/apache/beam/sdk/extensions/sql/impl/parser/SqlCreateExternalTable.java x: 38 # contributors y: 1246 line churn sdks/java/extensions/sql/src/main/java/org/apache/beam/sdk/extensions/sql/impl/parser/SqlDdlNodes.java x: 26 # 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contributors y: 915 line churn sdks/python/apache_beam/coders/typecoders.py x: 61 # contributors y: 1720 line churn sdks/python/apache_beam/internal/cloudpickle_pickler.py x: 11 # contributors y: 817 line churn sdks/python/apache_beam/internal/pickler.py x: 59 # contributors y: 3656 line churn sdks/python/apache_beam/runners/portability/fn_api_runner/worker_handlers.py x: 53 # contributors y: 6301 line churn sdks/python/apache_beam/runners/worker/sdk_worker_main.py x: 79 # contributors y: 3409 line churn sdks/python/apache_beam/typehints/schemas.py x: 50 # contributors y: 6467 line churn sdks/java/core/src/main/java/org/apache/beam/sdk/fn/data/WeightedList.java x: 6 # contributors y: 431 line churn sdks/java/harness/src/main/java/org/apache/beam/fn/harness/state/StateFetchingIterators.java x: 47 # contributors y: 4421 line churn sdks/go/pkg/beam/runners/prism/internal/engine/elementmanager.go x: 8 # contributors y: 7359 line churn sdks/go/pkg/beam/runners/prism/internal/execute.go x: 8 # contributors y: 2178 line churn sdks/go/pkg/beam/runners/prism/internal/handlerunner.go x: 7 # contributors y: 1682 line churn website/www/site/layouts/partials/head.html x: 24 # contributors y: 480 line churn sdks/java/extensions/avro/src/main/java/org/apache/beam/sdk/extensions/avro/schemas/utils/AvroUtils.java x: 20 # contributors y: 6874 line churn sdks/java/extensions/arrow/src/main/java/org/apache/beam/sdk/extensions/arrow/ArrowConversion.java x: 12 # contributors y: 1125 line churn sdks/python/apache_beam/io/mongodbio.py x: 42 # contributors y: 5694 line churn runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/DataflowExecutionContext.java x: 31 # contributors y: 1659 line churn sdks/java/core/src/main/java/org/apache/beam/sdk/transforms/windowing/PaneInfo.java x: 30 # contributors y: 1677 line churn sdks/python/apache_beam/transforms/util.py x: 101 # contributors y: 11947 line churn sdks/java/io/cassandra/src/main/java/org/apache/beam/sdk/io/cassandra/ReadFn.java x: 21 # contributors y: 798 line churn sdks/go/pkg/beam/io/avroio/avroio.go x: 14 # contributors y: 1011 line churn runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/StreamingDataflowWorker.java x: 99 # contributors y: 22321 line churn runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/windmill/client/grpc/GrpcDirectGetWorkStream.java x: 11 # contributors y: 2513 line churn runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/windmill/client/grpc/GrpcGetWorkStream.java x: 10 # contributors y: 1349 line churn runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/windmill/work/processing/StreamingWorkScheduler.java x: 10 # contributors y: 635 line churn sdks/java/core/src/main/java/org/apache/beam/sdk/values/WindowedValues.java x: 3 # contributors y: 3057 line churn sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/testing/FakeDatasetService.java x: 42 # contributors y: 3366 line churn release/build.gradle.kts x: 20 # contributors y: 206 line churn sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/firestore/FirestoreV1WriteFn.java x: 15 # contributors y: 1400 line churn runners/flink/1.20/src/main/java/org/apache/beam/runners/flink/translation/wrappers/streaming/DoFnOperator.java x: 1 # contributors y: 1785 line churn runners/flink/src/main/java/org/apache/beam/runners/flink/translation/types/CoderTypeSerializer.java x: 24 # contributors y: 3085 line churn sdks/python/apache_beam/runners/worker/operations.pxd x: 36 # contributors y: 672 line churn sdks/python/apache_beam/runners/worker/operations.py x: 79 # contributors y: 10615 line churn sdks/java/io/hcatalog/src/main/java/org/apache/beam/sdk/io/hcatalog/HCatalogIO.java x: 37 # contributors y: 2148 line churn sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/MutationUtils.java x: 27 # contributors y: 2262 line churn sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/StructUtils.java x: 20 # 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177556.0
line churn
  min: 4.0
  average: 971.89
  25th percentile: 117.25
  median: 268.0
  75th percentile: 761.0
  max: 177556.0
0 261.0
# contributors
min: 1.0 | average: 12.27 | 25th percentile: 3.0 | median: 7.0 | 75th percentile: 16.0 | max: 261.0

File Size vs. Line Churn: 7196 points

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