spotify / tfx
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 604 files with 43,256 lines of code.
    • 3 files changed more than 100 times (1,690 lines of code)
    • 35 files changed 51-100 times (9,826 lines of code)
    • 82 files changed 21-50 times (11,190 lines of code)
    • 224 files changed 6-20 times (15,469 lines of code)
    • 260 files changed 1-5 times (5,081 lines of code)
3% | 22% | 25% | 35% | 11%
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 604 files with 43,256 lines of code.
    • 1 file changed by more than 25 contributors (130 lines of code)
    • 100 files changed by 11-25 contributors (15,028 lines of code)
    • 130 files changed by 6-10 contributors (14,776 lines of code)
    • 330 files changed by 2-5 contributors (12,021 lines of code)
    • 43 files changed by 1 contributor (1,301 lines of code)
<1% | 34% | 34% | 27% | 3%
Legend:
26+
11-25
6-10
2-5
1

explore: grouped by folders | grouped by contributors count | data
File Change Frequency per File Extension
py, md, yaml, proto, ipynb, sh, pb, json, svg, txt, meta, com, bzl, gitignore, dockerignore, in, cfg
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py4% | 22% | 26% | 36% | 10%
proto0% | 29% | 17% | 32% | 19%
bzl0% | 0% | 74% | 0% | 25%
yaml0% | 0% | 0% | 56% | 43%
in0% | 0% | 0% | 100% | 0%
ipynb0% | 0% | 0% | 0% | 100%
cfg0% | 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
tfx3% | 22% | 26% | 35% | 11%
ROOT0% | 87% | 0% | 5% | 6%
package_build0% | 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
130 14 2019-05-07 2023-03-07 238 36 tensorflow-extended-team@go... tensorflow-extended-nonhuma...
executor.py
in tfx/components/transform
 1115 57 2019-03-04 2023-02-15 152 23 tensorflow-extended-team@go... tensorflow-extended-nonhuma...
445 - 2019-08-09 2022-12-06 108 25 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
pipeline.py
in tfx/orchestration
 214 20 2019-03-04 2023-02-08 97 23 tensorflow-extended-team@go... tensorflow-extended-nonhuma...
compiler.py
in tfx/dsl/compiler
 385 17 2020-06-16 2023-03-02 92 20 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
pipeline_state.py
in tfx/orchestration/experimental/core
 909 93 2021-01-21 2023-02-25 84 10 goutham@google.com goutham@google.com
pipeline_ops.py
in tfx/orchestration/experimental/core
 1146 32 2020-11-25 2023-03-13 83 8 goutham@google.com tensorflow-extended-nonhuma...
metadata.py
in tfx/orchestration
 714 37 2019-03-04 2023-02-21 81 18 tensorflow-extended-team@go... jjong@google.com
executor.py
in tfx/components/trainer
 113 5 2019-03-04 2022-10-31 75 15 tensorflow-extended-team@go... 78841202+nidhinpd-yml@users...
artifact.py
in tfx/types
 539 47 2019-07-30 2023-02-21 73 21 tensorflow-extended-nonhuma... jjong@google.com
component.py
in tfx/components/trainer
 75 1 2019-03-04 2021-11-18 72 15 tensorflow-extended-team@go... gcasassaez@twitter.com
component.py
in tfx/components/transform
 85 1 2019-03-04 2021-11-18 72 17 tensorflow-extended-team@go... gcasassaez@twitter.com
component.py
in tfx/components/example_gen
 80 2 2019-05-07 2021-11-05 68 19 tensorflow-extended-team@go... tensorflow-extended-nonhuma...
setup.py
in root
 205 8 2019-03-04 2022-10-31 68 23 tensorflow-extended-team@go... 78841202+nidhinpd-yml@users...
component.py
in tfx/components/evaluator
 66 1 2019-03-04 2021-11-18 67 18 tensorflow-extended-team@go... gcasassaez@twitter.com
executor.py
in tfx/components/evaluator
 255 2 2019-03-04 2021-11-05 66 18 tensorflow-extended-team@go... gcasassaez@twitter.com
base_driver.py
in tfx/components/base
 6 - 2019-03-04 2021-11-01 65 15 tensorflow-extended-team@go... gcasassaez@twitter.com
driver.py
in tfx/components/example_gen
 128 8 2019-05-02 2021-11-01 65 16 tensorflow-extended-team@go... gcasassaez@twitter.com
runner.py
in tfx/extensions/google_cloud_ai_platform
 135 7 2019-06-24 2022-10-31 65 19 tensorflow-extended-team@go... 78841202+nidhinpd-yml@users...
launcher.py
in tfx/orchestration/portable
 435 15 2020-08-12 2022-11-14 65 13 sujip@google.com tensorflow-extended-nonhuma...
component.py
in tfx/components/statistics_gen
 30 1 2019-03-04 2022-10-31 64 16 tensorflow-extended-team@go... 78841202+nidhinpd-yml@users...
sync_pipeline_task_gen.py
in tfx/orchestration/experimental/core
 444 19 2020-09-25 2023-02-25 64 9 goutham@google.com goutham@google.com
executor.py
in tfx/components/statistics_gen
 111 1 2019-03-04 2023-02-13 63 19 tensorflow-extended-team@go... tensorflow-extended-nonhuma...
utils.py
in tfx/components/example_gen
 438 17 2019-04-20 2022-10-31 62 21 tensorflow-extended-team@go... 78841202+nidhinpd-yml@users...
157 13 2019-08-07 2023-03-15 61 18 tensorflow-extended-nonhuma... jjong@google.com
container_entrypoint.py
in tfx/orchestration/kubeflow
 294 12 2019-03-04 2022-10-31 61 14 tensorflow-extended-team@go... 78841202+nidhinpd-yml@users...
component.py
in tfx/components/example_validator
 30 1 2019-03-04 2022-11-30 60 13 tensorflow-extended-team@go... tensorflow-extended-nonhuma...
component.py
in tfx/components/schema_gen
 31 1 2019-03-04 2022-01-19 60 16 tensorflow-extended-team@go... tensorflow-extended-nonhuma...
task_gen_utils.py
in tfx/orchestration/experimental/core
 413 15 2020-09-25 2023-03-02 60 11 goutham@google.com tensorflow-extended-nonhuma...
channel.py
in tfx/types
 391 60 2019-08-07 2023-03-14 58 15 tensorflow-extended-nonhuma... jjong@google.com
base_example_gen_executor.py
in tfx/components/example_gen
 150 5 2019-03-18 2022-10-31 56 20 tensorflow-extended-team@go... 78841202+nidhinpd-yml@users...
async_pipeline_task_gen.py
in tfx/orchestration/experimental/core
 319 7 2020-10-12 2023-02-25 56 8 goutham@google.com goutham@google.com
base_component.py
in tfx/orchestration/kubeflow
 88 3 2019-03-04 2022-10-31 55 15 tensorflow-extended-team@go... 78841202+nidhinpd-yml@users...
component_spec.py
in tfx/types
 271 23 2019-08-09 2023-02-16 55 19 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
component.py
in tfx/components/pusher
 48 1 2019-03-04 2021-11-18 54 15 tensorflow-extended-team@go... gcasassaez@twitter.com
proto
pipeline.proto
in tfx/proto/orchestration
 710 - 2020-05-15 2023-02-15 54 16 tensorflow-extended-nonhuma... jjong@google.com
base_handler.py
in tfx/tools/cli/handler
 187 22 2019-06-10 2021-11-01 52 15 tensorflow-extended-team@go... gcasassaez@twitter.com
kubeflow_dag_runner.py
in tfx/orchestration/kubeflow
 224 16 2019-07-20 2022-10-31 52 7 tensorflow-extended-nonhuma... 78841202+nidhinpd-yml@users...
io_utils.py
in tfx/utils
 140 18 2019-03-04 2022-10-31 48 19 tensorflow-extended-team@go... 78841202+nidhinpd-yml@users...
execution_lib.py
in tfx/orchestration/portable/mlmd
 336 23 2020-08-12 2023-03-08 48 15 sujip@google.com tensorflow-extended-nonhuma...
executor.py
in tfx/components/example_validator
 81 2 2019-03-04 2023-01-23 47 13 tensorflow-extended-team@go... tensorflow-extended-nonhuma...
1 - 2019-03-03 2022-12-13 46 17 pachristopher@google.com venkatramk@google.com
beam_dag_runner.py
in tfx/orchestration/beam
 187 12 2019-07-20 2022-01-10 45 10 tensorflow-extended-nonhuma... 4899492+chongkong@users.nor...
outputs_utils.py
in tfx/orchestration/portable
 241 19 2020-08-12 2022-12-10 44 16 sujip@google.com tensorflow-extended-nonhuma...
placeholder.py
in tfx/dsl/placeholder
 526 83 2020-10-21 2023-02-13 44 9 tensorflow-extended-nonhuma... jjong@google.com
component.py
in tfx/components/example_gen/csv_example_gen
 25 1 2019-03-04 2022-10-31 43 16 tensorflow-extended-team@go... 78841202+nidhinpd-yml@users...
component.py
in tfx/components/example_gen/import_example_gen
 25 1 2019-05-02 2021-11-18 43 17 tensorflow-extended-team@go... gcasassaez@twitter.com
proto
example_gen.proto
in tfx/proto
 183 - 2019-04-20 2022-10-31 43 16 tensorflow-extended-team@go... 78841202+nidhinpd-yml@users...
executor.py
in tfx/components/pusher
 115 5 2019-03-04 2022-02-07 42 15 tensorflow-extended-team@go... jiyongjung@google.com
executor.py
in tfx/components/example_gen/csv_example_gen
 137 18 2019-03-04 2021-11-01 42 15 tensorflow-extended-team@go... gcasassaez@twitter.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
130 14 2019-05-07 2023-03-07 238 36 tensorflow-extended-team@go... tensorflow-extended-nonhuma...
445 - 2019-08-09 2022-12-06 108 25 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
executor.py
in tfx/components/transform
 1115 57 2019-03-04 2023-02-15 152 23 tensorflow-extended-team@go... tensorflow-extended-nonhuma...
pipeline.py
in tfx/orchestration
 214 20 2019-03-04 2023-02-08 97 23 tensorflow-extended-team@go... tensorflow-extended-nonhuma...
setup.py
in root
 205 8 2019-03-04 2022-10-31 68 23 tensorflow-extended-team@go... 78841202+nidhinpd-yml@users...
artifact.py
in tfx/types
 539 47 2019-07-30 2023-02-21 73 21 tensorflow-extended-nonhuma... jjong@google.com
utils.py
in tfx/components/example_gen
 438 17 2019-04-20 2022-10-31 62 21 tensorflow-extended-team@go... 78841202+nidhinpd-yml@users...
compiler.py
in tfx/dsl/compiler
 385 17 2020-06-16 2023-03-02 92 20 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
base_example_gen_executor.py
in tfx/components/example_gen
 150 5 2019-03-18 2022-10-31 56 20 tensorflow-extended-team@go... 78841202+nidhinpd-yml@users...
component.py
in tfx/components/example_gen
 80 2 2019-05-07 2021-11-05 68 19 tensorflow-extended-team@go... tensorflow-extended-nonhuma...
runner.py
in tfx/extensions/google_cloud_ai_platform
 135 7 2019-06-24 2022-10-31 65 19 tensorflow-extended-team@go... 78841202+nidhinpd-yml@users...
executor.py
in tfx/components/statistics_gen
 111 1 2019-03-04 2023-02-13 63 19 tensorflow-extended-team@go... tensorflow-extended-nonhuma...
component_spec.py
in tfx/types
 271 23 2019-08-09 2023-02-16 55 19 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
io_utils.py
in tfx/utils
 140 18 2019-03-04 2022-10-31 48 19 tensorflow-extended-team@go... 78841202+nidhinpd-yml@users...
metadata.py
in tfx/orchestration
 714 37 2019-03-04 2023-02-21 81 18 tensorflow-extended-team@go... jjong@google.com
component.py
in tfx/components/evaluator
 66 1 2019-03-04 2021-11-18 67 18 tensorflow-extended-team@go... gcasassaez@twitter.com
executor.py
in tfx/components/evaluator
 255 2 2019-03-04 2021-11-05 66 18 tensorflow-extended-team@go... gcasassaez@twitter.com
157 13 2019-08-07 2023-03-15 61 18 tensorflow-extended-nonhuma... jjong@google.com
component.py
in tfx/components/transform
 85 1 2019-03-04 2021-11-18 72 17 tensorflow-extended-team@go... gcasassaez@twitter.com
1 - 2019-03-03 2022-12-13 46 17 pachristopher@google.com venkatramk@google.com
component.py
in tfx/components/example_gen/import_example_gen
 25 1 2019-05-02 2021-11-18 43 17 tensorflow-extended-team@go... gcasassaez@twitter.com
run_executor.py
in tfx/scripts
 94 3 2019-03-04 2022-01-10 31 17 tensorflow-extended-team@go... 4899492+chongkong@users.nor...
driver.py
in tfx/components/example_gen
 128 8 2019-05-02 2021-11-01 65 16 tensorflow-extended-team@go... gcasassaez@twitter.com
component.py
in tfx/components/statistics_gen
 30 1 2019-03-04 2022-10-31 64 16 tensorflow-extended-team@go... 78841202+nidhinpd-yml@users...
component.py
in tfx/components/schema_gen
 31 1 2019-03-04 2022-01-19 60 16 tensorflow-extended-team@go... tensorflow-extended-nonhuma...
proto
pipeline.proto
in tfx/proto/orchestration
 710 - 2020-05-15 2023-02-15 54 16 tensorflow-extended-nonhuma... jjong@google.com
outputs_utils.py
in tfx/orchestration/portable
 241 19 2020-08-12 2022-12-10 44 16 sujip@google.com tensorflow-extended-nonhuma...
proto
example_gen.proto
in tfx/proto
 183 - 2019-04-20 2022-10-31 43 16 tensorflow-extended-team@go... 78841202+nidhinpd-yml@users...
component.py
in tfx/components/example_gen/csv_example_gen
 25 1 2019-03-04 2022-10-31 43 16 tensorflow-extended-team@go... 78841202+nidhinpd-yml@users...
pipeline.py
in tfx/experimental/templates/taxi/pipeline
 110 1 2020-03-13 2021-11-01 36 16 jiyongjung@google.com gcasassaez@twitter.com
fn_args_utils.py
in tfx/components/trainer
 126 1 2020-05-21 2022-03-18 36 16 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
component.py
in tfx/components/tuner
 54 1 2020-05-22 2022-10-31 34 16 tensorflow-extended-nonhuma... 78841202+nidhinpd-yml@users...
executor.py
in tfx/components/trainer
 113 5 2019-03-04 2022-10-31 75 15 tensorflow-extended-team@go... 78841202+nidhinpd-yml@users...
component.py
in tfx/components/trainer
 75 1 2019-03-04 2021-11-18 72 15 tensorflow-extended-team@go... gcasassaez@twitter.com
base_driver.py
in tfx/components/base
 6 - 2019-03-04 2021-11-01 65 15 tensorflow-extended-team@go... gcasassaez@twitter.com
channel.py
in tfx/types
 391 60 2019-08-07 2023-03-14 58 15 tensorflow-extended-nonhuma... jjong@google.com
base_component.py
in tfx/orchestration/kubeflow
 88 3 2019-03-04 2022-10-31 55 15 tensorflow-extended-team@go... 78841202+nidhinpd-yml@users...
component.py
in tfx/components/pusher
 48 1 2019-03-04 2021-11-18 54 15 tensorflow-extended-team@go... gcasassaez@twitter.com
base_handler.py
in tfx/tools/cli/handler
 187 22 2019-06-10 2021-11-01 52 15 tensorflow-extended-team@go... gcasassaez@twitter.com
execution_lib.py
in tfx/orchestration/portable/mlmd
 336 23 2020-08-12 2023-03-08 48 15 sujip@google.com tensorflow-extended-nonhuma...
executor.py
in tfx/components/example_gen/csv_example_gen
 137 18 2019-03-04 2021-11-01 42 15 tensorflow-extended-team@go... gcasassaez@twitter.com
executor.py
in tfx/components/pusher
 115 5 2019-03-04 2022-02-07 42 15 tensorflow-extended-team@go... jiyongjung@google.com
executor.py
in tfx/components/schema_gen
 47 1 2019-03-04 2022-10-31 38 15 tensorflow-extended-team@go... 78841202+nidhinpd-yml@users...
airflow_component.py
in tfx/orchestration/airflow
 60 2 2019-03-04 2022-10-31 37 15 tensorflow-extended-team@go... 78841202+nidhinpd-yml@users...
86 - 2019-03-04 2022-12-13 37 15 tensorflow-extended-team@go... venkatramk@google.com
executor.py
in tfx/extensions/google_cloud_ai_platform/tuner
 200 9 2020-07-01 2023-02-17 33 15 muchida@google.com rechen@google.com
tfxio_utils.py
in tfx/components/util
 220 12 2020-07-23 2023-02-13 31 15 tinally@google.com tensorflow-extended-nonhuma...
tfma_v2_benchmark_base.py
in tfx/benchmarks
 426 29 2020-04-03 2022-02-07 31 15 tensorflow-extended-nonhuma... mdreves@google.com
udf_utils.py
in tfx/components/util
 217 14 2020-05-21 2022-10-31 22 15 tensorflow-extended-nonhuma... 78841202+nidhinpd-yml@users...
container_entrypoint.py
in tfx/orchestration/kubeflow
 294 12 2019-03-04 2022-10-31 61 14 tensorflow-extended-team@go... 78841202+nidhinpd-yml@users...
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
latest_policy_model_op.py
in tfx/dsl/input_resolution/ops
 248 9 2023-02-03 2023-03-10 9 1 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
data_validation.ipynb
in tfx/experimental/templates/taxi
 125 - 2020-01-30 2020-01-30 1 1 jiyongjung@google.com jiyongjung@google.com
group_by_lineage_op.py
in tfx/dsl/input_resolution/ops
 109 6 2023-01-25 2023-01-25 1 1 jjong@google.com jjong@google.com
model_analysis.ipynb
in tfx/experimental/templates/taxi
 105 - 2020-01-30 2020-01-30 1 1 jiyongjung@google.com jiyongjung@google.com
span_driven_evaluator_inputs_op.py
in tfx/dsl/input_resolution/ops
 92 3 2023-02-14 2023-02-23 2 1 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
proto
 70 - 2019-10-22 2020-12-08 2 1 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
store_ext.py
in tfx/orchestration/portable/mlmd
 67 5 2023-01-13 2023-01-13 1 1 jjong@google.com jjong@google.com
training_range_op.py
in tfx/dsl/input_resolution/ops
 65 3 2023-02-10 2023-03-13 3 1 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
proto
platform_config.proto
in tfx/proto/orchestration
 53 - 2020-12-12 2020-12-12 1 1 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
name_utils.py
in tfx/utils
 49 5 2022-02-23 2022-03-03 2 1 jjong@google.com jjong@google.com
task_queue.py
in tfx/orchestration/experimental/core
 47 6 2020-10-20 2020-11-03 2 1 goutham@google.com goutham@google.com
proto
evaluator.proto
in tfx/proto
 44 - 2019-03-05 2019-03-05 1 1 tensorflow-extended-team@go... tensorflow-extended-team@go...
artifact_lib.py
in tfx/orchestration/portable/mlmd
 36 2 2022-11-15 2022-12-01 3 1 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
dsl_context_manager.py
in tfx/dsl/context_managers
 33 5 2022-03-04 2022-03-04 1 1 jjong@google.com jjong@google.com
retry.py
in tfx/utils
 29 1 2020-12-03 2020-12-03 1 1 jiyongjung@google.com jiyongjung@google.com
proto
elwc_config.proto
in tfx/extensions/google_cloud_big_query/experimental/elwc_example_gen/proto
 22 - 2021-01-08 2021-01-08 1 1 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
dsl_context.py
in tfx/dsl/context_managers
 16 5 2022-03-04 2022-03-04 1 1 jjong@google.com jjong@google.com
pip_utils.py
in tfx/tools/cli
 13 1 2020-12-10 2020-12-10 1 1 jiyongjung@google.com jiyongjung@google.com
version_utils.py
in tfx/utils
 13 1 2020-12-09 2020-12-09 1 1 jiyongjung@google.com jiyongjung@google.com
shuffle_op.py
in tfx/dsl/input_resolution/ops
 12 1 2022-11-10 2022-11-10 1 1 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
utils.py
in tfx/dsl/experimental/node_execution_options
 11 1 2022-12-21 2022-12-21 1 1 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
writer_utils.py
in tfx/utils
 9 1 2023-01-23 2023-01-23 1 1 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
7 1 2022-12-01 2022-12-01 1 1 jjong@google.com jjong@google.com
stats_options_util.py
in tfx/components/transform
 5 - 2020-12-16 2020-12-16 1 1 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
__init__.py
in tfx/orchestration/kubeflow/v2/components/experimental
 3 - 2020-11-05 2020-11-05 1 1 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
__init__.py
in tfx/experimental/distributed_inference/graphdef_experiments
 1 - 2020-12-08 2020-12-08 1 1 jiyongjung@google.com jiyongjung@google.com
__init__.py
in tfx/experimental/distributed_inference/graphdef_experiments/subgraph_partitioning
 1 - 2020-12-08 2020-12-08 1 1 jiyongjung@google.com jiyongjung@google.com
__init__.py
in tfx/experimental/distributed_inference
 1 - 2020-12-08 2020-12-08 1 1 jiyongjung@google.com jiyongjung@google.com
__init__.py
in tfx/experimental/templates/penguin/e2e_tests
 1 - 2020-11-12 2020-11-12 1 1 jiyongjung@google.com jiyongjung@google.com
__init__.py
in tfx/utils/model_paths
 1 - 2020-03-10 2020-03-10 1 1 jjong@google.com jjong@google.com
__init__.py
in tfx/components/infra_validator/model_server_clients
 1 - 2020-01-07 2020-01-07 1 1 jjong@google.com jjong@google.com
__init__.py
in tfx/components/infra_validator
 1 - 2019-12-10 2019-12-10 1 1 jjong@google.com jjong@google.com
__init__.py
in tfx/components/infra_validator/model_server_runners
 1 - 2020-01-09 2020-01-15 2 1 jjong@google.com jjong@google.com
__init__.py
in tfx/scripts
 1 - 2019-03-04 2019-03-04 1 1 tensorflow-extended-team@go... tensorflow-extended-team@go...
__init__.py
in tfx/orchestration/experimental/core
 1 - 2020-09-25 2020-09-25 1 1 goutham@google.com goutham@google.com
__init__.py
in tfx/orchestration/experimental/core/task_schedulers
 1 - 2020-12-01 2020-12-01 1 1 goutham@google.com goutham@google.com
__init__.py
in tfx/orchestration/python_execution_binary
 1 - 2020-11-05 2020-11-05 1 1 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
__init__.py
in tfx/orchestration/kubeflow/v2/file_based_example_gen
 1 - 2020-11-05 2020-11-05 1 1 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
__init__.py
in tfx/orchestration/kubeflow/v2
 1 - 2020-11-05 2020-11-05 1 1 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
__init__.py
in tfx/orchestration/kubeflow/v2/container
 1 - 2020-11-05 2020-11-05 1 1 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
__init__.py
in tfx/orchestration/kubeflow/v2/components
 1 - 2020-11-06 2020-11-06 1 1 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
__init__.py
in tfx/dsl/experimental/conditionals
 1 - 2021-04-01 2021-04-01 1 1 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
__init__.py
in tfx/dsl/experimental/node_execution_options
 1 - 2022-12-21 2022-12-21 1 1 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
container_based_test_case.py
in tfx/experimental/templates
 241 26 2022-01-03 2022-01-10 2 2 jiyongjung@google.com 4899492+chongkong@users.nor...
executor_utils.py
in tfx/components/transform
 123 8 2021-11-09 2021-11-18 3 2 jiyongjung@google.com gcasassaez@twitter.com
merge_utils.py
in tfx/orchestration/portable
 93 3 2022-10-17 2022-12-12 6 2 tensorflow-extended-nonhuma... tensorflow-extended-nonhuma...
mlmd_connection_manager.py
in tfx/orchestration
 83 9 2022-11-02 2022-11-28 4 2 tensorflow-extended-nonhuma... jjong@google.com
dag_runner_patcher.py
in tfx/tools/cli/handler
 70 7 2021-04-21 2021-11-01 4 2 jiyongjung@google.com gcasassaez@twitter.com
execution_watcher.py
in tfx/orchestration/portable
 70 8 2021-05-04 2021-11-01 4 2 tensorflow-extended-nonhuma... gcasassaez@twitter.com
span_range_strategy.py
in tfx/dsl/input_resolution/strategies
 67 4 2021-05-12 2022-02-22 6 2 jjong@google.com jjong@google.com
Correlations

File Size vs. Number of Changes: 604 points

tfx/types/standard_artifacts.py x: 157 lines of code y: 61 # changes tfx/v1/dsl/__init__.py x: 11 lines of code y: 13 # changes tfx/types/channel.py x: 391 lines of code y: 58 # changes tfx/v1/types/__init__.py x: 2 lines of code y: 3 # changes tfx/components/bulk_inferrer/prediction_to_example_utils.py x: 130 lines of code y: 12 # changes tfx/orchestration/experimental/core/pipeline_ops.py x: 1146 lines of code y: 83 # changes tfx/components/bulk_inferrer/executor.py x: 190 lines of code y: 32 # changes tfx/dsl/input_resolution/ops/latest_version_op.py x: 33 lines of code y: 6 # changes tfx/dsl/input_resolution/ops/ops_utils.py x: 117 lines of code y: 11 # changes tfx/dsl/input_resolution/ops/static_span_range_op.py x: 41 lines of code y: 7 # changes tfx/dsl/input_resolution/ops/training_range_op.py x: 65 lines of code y: 3 # changes tfx/dsl/input_resolution/ops/latest_policy_model_op.py x: 248 lines of code y: 9 # changes tfx/orchestration/portable/mlmd/execution_lib.py x: 336 lines of code y: 48 # 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changes tfx/benchmarks/tfma_benchmark_chicago_taxi.py x: 8 lines of code y: 7 # changes tfx/benchmarks/tft_benchmark_base.py x: 284 lines of code y: 24 # changes tfx/components/base/__init__.py x: 1 lines of code y: 5 # changes tfx/components/base/base_component.py x: 6 lines of code y: 34 # changes tfx/components/base/base_driver.py x: 6 lines of code y: 65 # changes tfx/components/base/base_executor.py x: 10 lines of code y: 40 # changes tfx/components/base/base_node.py x: 6 lines of code y: 17 # changes tfx/components/base/executor_spec.py x: 14 lines of code y: 27 # changes tfx/components/bulk_inferrer/__init__.py x: 1 lines of code y: 4 # changes tfx/components/evaluator/constants.py x: 10 lines of code y: 17 # changes tfx/components/example_gen/csv_example_gen/executor.py x: 137 lines of code y: 42 # changes tfx/components/example_gen/custom_executors/avro_executor.py x: 23 lines of code y: 16 # changes tfx/components/example_gen/custom_executors/parquet_executor.py x: 24 lines of code y: 19 # changes tfx/components/example_gen/driver.py x: 128 lines of code y: 65 # changes tfx/components/example_gen/input_processor.py x: 122 lines of code y: 6 # changes tfx/components/example_validator/labels.py x: 7 lines of code y: 6 # changes tfx/components/experimental/__init__.py x: 1 lines of code y: 9 # changes tfx/components/experimental/data_view/provider_executor.py x: 18 lines of code y: 20 # changes tfx/components/experimental/data_view/utils.py x: 10 lines of code y: 8 # changes tfx/components/infra_validator/error_types.py x: 10 lines of code y: 4 # changes tfx/components/infra_validator/model_server_clients/base_client.py x: 39 lines of code y: 11 # changes tfx/components/infra_validator/request_builder.py x: 194 lines of code y: 16 # changes tfx/components/infra_validator/types.py x: 15 lines of code y: 5 # changes tfx/components/model_validator/driver.py x: 39 lines of code y: 19 # changes tfx/components/model_validator/executor.py x: 133 lines of code y: 27 # changes tfx/components/trainer/constants.py x: 1 lines of code y: 18 # changes tfx/components/trainer/rewriting/rewriter.py x: 45 lines of code y: 6 # changes tfx/components/trainer/rewriting/rewriter_factory.py x: 38 lines of code y: 6 # changes tfx/components/trainer/rewriting/tfjs_rewriter.py x: 38 lines of code y: 5 # changes tfx/components/trainer/rewriting/tflite_rewriter.py x: 134 lines of code y: 15 # changes tfx/components/util/value_utils.py x: 30 lines of code y: 14 # changes tfx/dsl/component/experimental/container_component.py x: 50 lines of code y: 15 # changes tfx/dsl/component/experimental/executor_specs.py x: 91 lines of code y: 22 # changes tfx/dsl/component/experimental/placeholders.py x: 40 lines of code y: 16 # changes tfx/dsl/components/common/manual_node.py x: 18 lines of code y: 2 # changes tfx/dsl/experimental/latest_artifacts_resolver.py x: 6 lines of code y: 14 # changes tfx/dsl/experimental/latest_blessed_model_resolver.py x: 6 lines of code y: 11 # changes tfx/dsl/io/filesystem_registry.py x: 52 lines of code y: 5 # changes tfx/dsl/io/plugins/local.py x: 89 lines of code y: 7 # changes tfx/experimental/distributed_inference/graphdef_experiments/subgraph_partitioning/beam_pipeline.py x: 127 lines of code y: 13 # changes tfx/experimental/distributed_inference/graphdef_experiments/subgraph_partitioning/graph_partition.py x: 205 lines of code y: 19 # changes tfx/experimental/pipeline_testing/__init__.py x: 1 lines of code y: 7 # changes tfx/experimental/pipeline_testing/base_stub_executor.py x: 39 lines of code y: 25 # changes tfx/experimental/pipeline_testing/pipeline_recorder.py x: 20 lines of code y: 20 # changes tfx/experimental/pipeline_testing/pipeline_recorder_utils.py x: 113 lines of code y: 28 # changes tfx/experimental/pipeline_testing/stub_component_launcher.py x: 4 lines of code y: 20 # changes tfx/experimental/templates/penguin/kubeflow_runner.py x: 37 lines of code y: 5 # changes tfx/experimental/templates/penguin/local_runner.py x: 29 lines of code y: 4 # changes tfx/experimental/templates/penguin/models/preprocessing.py x: 9 lines of code y: 3 # changes tfx/experimental/templates/penguin/pipeline/configs.py x: 17 lines of code y: 5 # changes tfx/experimental/templates/taxi/kubeflow_v2_runner.py x: 30 lines of code y: 3 # changes tfx/experimental/templates/taxi/models/estimator_model/constants.py x: 3 lines of code y: 2 # changes tfx/experimental/templates/taxi/models/features.py x: 17 lines of code y: 8 # changes tfx/experimental/templates/taxi/models/preprocessing.py x: 37 lines of code y: 8 # changes tfx/experimental/templates/taxi/pipeline/configs.py x: 18 lines of code y: 24 # changes tfx/experimental/templates/taxi/pipeline/pipeline.py x: 110 lines of code y: 36 # changes tfx/extensions/experimental/kfp_compatibility/kfp_container_component.py x: 59 lines of code y: 19 # changes tfx/extensions/google_cloud_ai_platform/bulk_inferrer/component.py x: 66 lines of code y: 9 # changes tfx/extensions/google_cloud_ai_platform/cmle_runner.py x: 10 lines of code y: 9 # changes tfx/extensions/google_cloud_ai_platform/pusher/component.py x: 17 lines of code y: 6 # changes tfx/extensions/google_cloud_big_query/__init__.py x: 1 lines of code y: 6 # changes tfx/extensions/google_cloud_big_query/experimental/elwc_example_gen/component/component.py x: 27 lines of code y: 7 # changes tfx/orchestration/airflow/airflow_dag_runner.py x: 78 lines of code y: 18 # changes tfx/orchestration/airflow/airflow_runner.py x: 6 lines of code y: 13 # changes tfx/orchestration/beam/legacy/beam_dag_runner.py x: 88 lines of code y: 5 # changes tfx/orchestration/config/base_component_config.py x: 3 lines of code y: 4 # changes tfx/orchestration/config/config_utils.py x: 21 lines of code y: 4 # changes tfx/orchestration/experimental/core/task_gen.py x: 8 lines of code y: 4 # changes tfx/orchestration/experimental/interactive/notebook_extensions/skip.py x: 11 lines of code y: 4 # changes tfx/orchestration/experimental/interactive/visualizations.py x: 26 lines of code y: 5 # changes tfx/orchestration/experimental/kubernetes/container_entrypoint.py x: 60 lines of code y: 14 # changes tfx/orchestration/kubeflow/runner.py x: 10 lines of code y: 24 # changes tfx/orchestration/kubeflow/v2/components/experimental/ai_platform_training_component.py x: 92 lines of code y: 9 # 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changes tfx/orchestration/portable/docker_executor_operator.py x: 88 lines of code y: 4 # changes tfx/orchestration/portable/execution_watcher.py x: 70 lines of code y: 4 # changes tfx/orchestration/portable/kubernetes_executor_operator.py x: 141 lines of code y: 4 # changes tfx/orchestration/portable/mlmd/common_utils.py x: 41 lines of code y: 10 # changes tfx/orchestration/portable/runtime_parameter_utils.py x: 97 lines of code y: 12 # changes tfx/orchestration/publisher.py x: 21 lines of code y: 15 # changes tfx/proto/orchestration/execution_watcher.proto x: 28 lines of code y: 2 # changes tfx/scripts/run_component.py x: 102 lines of code y: 17 # changes tfx/tools/build_docs.py x: 57 lines of code y: 23 # changes tfx/tools/cli/cli_main.py x: 12 lines of code y: 14 # changes tfx/tools/cli/commands/pipeline.py x: 280 lines of code y: 18 # changes tfx/tools/cli/commands/run.py x: 253 lines of code y: 12 # changes tfx/tools/cli/container_builder/dockerfile.py x: 40 lines of code y: 11 # 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changes tfx/proto/range_config.proto x: 51 lines of code y: 8 # changes tfx/extensions/google_cloud_big_query/experimental/elwc_example_gen/proto/elwc_config.proto x: 22 lines of code y: 1 # changes tfx/components/transform/stats_options_util.py x: 5 lines of code y: 1 # changes tfx/proto/orchestration/platform_config.proto x: 53 lines of code y: 1 # changes tfx/tools/cli/pip_utils.py x: 13 lines of code y: 1 # changes tfx/proto/bulk_inferrer.proto x: 70 lines of code y: 2 # changes tfx/utils/retry.py x: 29 lines of code y: 1 # changes tfx/orchestration/portable/python_driver_operator.py x: 25 lines of code y: 6 # changes tfx/orchestration/kubeflow/v2/components/experimental/__init__.py x: 3 lines of code y: 1 # changes tfx/orchestration/experimental/core/task_queue.py x: 47 lines of code y: 2 # changes tfx/proto/orchestration/driver_output.proto x: 27 lines of code y: 6 # changes tfx/orchestration/experimental/kubernetes/orchestrator_container_entrypoint.py x: 19 lines of code y: 10 # 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238.0
# changes
  min: 1.0
  average: 14.56
  25th percentile: 4.0
  median: 7.0
  75th percentile: 17.0
  max: 238.0
0 1146.0
lines of code
min: 1.0 | average: 71.62 | 25th percentile: 3.0 | median: 30.0 | 75th percentile: 92.75 | max: 1146.0

Number of Contributors vs. Number of Changes: 604 points

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changes tfx/dependencies.py x: 36 # contributors y: 238 # changes tfx/orchestration/experimental/interactive/standard_visualizations.py x: 5 # contributors y: 12 # changes tfx/dsl/compiler/compiler.py x: 20 # contributors y: 92 # changes tfx/orchestration/experimental/core/task_gen_utils.py x: 11 # contributors y: 60 # changes tfx/dsl/input_resolution/canned_resolver_functions.py x: 4 # contributors y: 20 # changes tfx/orchestration/experimental/core/async_pipeline_task_gen.py x: 8 # contributors y: 56 # changes tfx/orchestration/experimental/core/constants.py x: 7 # contributors y: 14 # changes tfx/orchestration/experimental/core/pipeline_state.py x: 10 # contributors y: 84 # changes tfx/orchestration/experimental/core/post_execution_utils.py x: 6 # contributors y: 14 # changes tfx/orchestration/experimental/core/sync_pipeline_task_gen.py x: 9 # contributors y: 64 # changes tfx/orchestration/experimental/core/task_manager.py x: 8 # contributors y: 38 # changes tfx/dsl/component/experimental/annotations.py x: 7 # contributors y: 15 # changes tfx/dsl/compiler/node_inputs_compiler.py x: 4 # contributors y: 17 # changes tfx/orchestration/portable/input_resolution/input_graph_resolver.py x: 6 # contributors y: 11 # changes tfx/types/resolved_channel.py x: 4 # contributors y: 9 # changes tfx/dsl/input_resolution/ops/span_driven_evaluator_inputs_op.py x: 1 # contributors y: 2 # changes tfx/orchestration/experimental/core/sample_mlmd_creator.py x: 5 # contributors y: 15 # changes tfx/utils/status.py x: 2 # contributors y: 3 # changes tfx/orchestration/metadata.py x: 18 # contributors y: 81 # changes tfx/types/artifact.py x: 21 # contributors y: 73 # changes tfx/extensions/google_cloud_ai_platform/tuner/executor.py x: 15 # contributors y: 33 # changes tfx/types/component_spec.py x: 19 # contributors y: 55 # changes tfx/components/transform/executor.py x: 23 # contributors y: 152 # changes tfx/orchestration/portable/input_resolution/node_inputs_resolver.py x: 4 # contributors y: 16 # changes tfx/proto/orchestration/pipeline.proto x: 16 # contributors y: 54 # changes tfx/dsl/input_resolution/ops/ops.py x: 5 # contributors y: 28 # changes tfx/utils/json_utils.py x: 9 # contributors y: 21 # changes tfx/components/statistics_gen/executor.py x: 19 # contributors y: 63 # changes tfx/components/util/examples_utils.py x: 12 # contributors y: 12 # changes tfx/components/util/tfxio_utils.py x: 15 # contributors y: 31 # changes tfx/experimental/templates/penguin/models/model.py x: 5 # contributors y: 8 # changes tfx/experimental/templates/taxi/models/keras_model/model.py x: 4 # contributors y: 5 # changes tfx/dsl/placeholder/placeholder.py x: 9 # contributors y: 44 # changes tfx/orchestration/experimental/interactive/notebook_formatters.py x: 4 # contributors y: 15 # changes tfx/dsl/control_flow/for_each_internal.py x: 3 # contributors y: 4 # changes tfx/dsl/input_resolution/resolver_function.py x: 5 # contributors y: 20 # changes tfx/dsl/compiler/compiler_utils.py x: 10 # contributors y: 30 # changes tfx/orchestration/kubeflow/v2/step_builder.py x: 10 # contributors y: 39 # changes tfx/types/channel_utils.py x: 5 # contributors y: 25 # changes tfx/orchestration/pipeline.py x: 23 # contributors y: 97 # changes tfx/dsl/context_managers/dsl_context_registry.py x: 5 # contributors y: 11 # changes tfx/utils/proto_utils.py x: 7 # contributors y: 12 # changes tfx/orchestration/portable/mlmd/filter_query_builder.py x: 2 # contributors y: 2 # changes tfx/orchestration/portable/mlmd/event_lib.py x: 11 # contributors y: 18 # changes tfx/dsl/input_resolution/resolver_op.py x: 5 # contributors y: 26 # changes tfx/tools/cli/handler/vertex_handler.py x: 4 # contributors y: 8 # changes tfx/orchestration/experimental/core/event_observer.py x: 3 # contributors y: 8 # changes tfx/orchestration/experimental/core/env.py x: 4 # contributors y: 6 # changes tfx/orchestration/experimental/core/task.py x: 5 # contributors y: 29 # changes tfx/dsl/input_resolution/ops/group_by_lineage_op.py x: 1 # contributors y: 1 # changes tfx/components/example_validator/executor.py x: 13 # contributors y: 47 # changes tfx/experimental/pipeline_testing/executor_verifier_utils.py x: 10 # contributors y: 19 # changes tfx/orchestration/experimental/core/garbage_collection.py x: 5 # contributors y: 14 # changes tfx/v1/__init__.py x: 5 # contributors y: 10 # changes tfx/dsl/component/experimental/decorators.py x: 11 # contributors y: 28 # changes tfx/dsl/components/base/base_node.py x: 7 # contributors y: 28 # changes tfx/dsl/compiler/placeholder_utils.py x: 8 # contributors y: 37 # changes tfx/version.py x: 17 # contributors y: 46 # changes tfx/workspace.bzl x: 15 # contributors y: 37 # changes tfx/components/experimental/data_view/binder_executor.py x: 12 # contributors y: 16 # changes tfx/components/infra_validator/model_server_runners/kubernetes_runner.py x: 9 # contributors y: 18 # changes tfx/orchestration/data_types_utils.py x: 9 # contributors y: 15 # changes tfx/orchestration/portable/execution_publish_utils.py x: 13 # contributors y: 29 # changes tfx/orchestration/portable/merge_utils.py x: 2 # contributors y: 6 # changes tfx/orchestration/portable/outputs_utils.py x: 16 # contributors y: 44 # changes tfx/dsl/components/base/base_executor.py x: 5 # contributors y: 16 # changes tfx/types/standard_component_specs.py x: 25 # contributors y: 108 # changes tfx/proto/infra_validator.proto x: 7 # contributors y: 19 # changes tfx/dsl/components/base/base_component.py x: 8 # contributors y: 26 # changes tfx/orchestration/portable/partial_run_utils.py x: 7 # contributors y: 25 # changes tfx/components/example_validator/component.py x: 13 # contributors y: 60 # changes tfx/orchestration/portable/inputs_utils.py x: 13 # contributors y: 39 # changes tfx/orchestration/kubeflow/v2/kubeflow_v2_dag_runner.py x: 8 # contributors y: 25 # changes tfx/utils/import_utils.py x: 8 # contributors y: 17 # changes tfx/orchestration/mlmd_connection_manager.py x: 2 # contributors y: 4 # changes tfx/orchestration/portable/input_resolution/channel_resolver.py x: 6 # contributors y: 13 # changes tfx/types/artifact_utils.py x: 14 # 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contributors y: 11 # changes tfx/components/example_gen/base_example_gen_executor.py x: 20 # contributors y: 56 # changes tfx/components/example_gen/csv_example_gen/component.py x: 16 # contributors y: 43 # changes tfx/components/example_gen/import_example_gen/executor.py x: 13 # contributors y: 24 # changes tfx/components/example_gen/utils.py x: 21 # contributors y: 62 # changes tfx/components/example_gen/write_split.py x: 6 # contributors y: 12 # changes tfx/components/infra_validator/executor.py x: 12 # contributors y: 26 # changes tfx/components/infra_validator/model_server_clients/tensorflow_serving_client.py x: 11 # contributors y: 15 # changes tfx/components/infra_validator/model_server_runners/base_runner.py x: 10 # contributors y: 14 # changes tfx/components/infra_validator/model_server_runners/local_docker_runner.py x: 10 # contributors y: 16 # changes tfx/components/schema_gen/executor.py x: 15 # contributors y: 38 # changes tfx/components/statistics_gen/component.py x: 16 # contributors y: 64 # changes tfx/components/statistics_gen/stats_artifact_utils.py x: 3 # contributors y: 7 # changes tfx/components/trainer/executor.py x: 15 # contributors y: 75 # changes tfx/components/tuner/component.py x: 16 # contributors y: 34 # changes tfx/components/tuner/executor.py x: 12 # contributors y: 19 # changes tfx/components/util/udf_utils.py x: 15 # contributors y: 22 # changes tfx/dsl/compiler/constants.py x: 11 # contributors y: 14 # changes tfx/dsl/component/experimental/function_parser.py x: 8 # contributors y: 14 # changes tfx/dsl/components/common/importer.py x: 9 # contributors y: 20 # changes tfx/dsl/experimental/conditionals/conditional.py x: 6 # contributors y: 9 # changes tfx/experimental/templates/taxi/models/estimator_model/model.py x: 4 # contributors y: 4 # changes tfx/extensions/google_cloud_ai_platform/runner.py x: 19 # contributors y: 65 # changes tfx/extensions/google_cloud_ai_platform/trainer/executor.py x: 9 # contributors y: 27 # changes tfx/extensions/google_cloud_ai_platform/training_clients.py x: 7 # 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contributors y: 29 # changes tfx/orchestration/portable/tfx_runner.py x: 9 # contributors y: 11 # changes tfx/components/pusher/executor.py x: 15 # contributors y: 42 # changes tfx/dsl/component/experimental/component_utils.py x: 12 # contributors y: 17 # changes tfx/components/schema_gen/component.py x: 16 # contributors y: 60 # changes tfx/proto/pusher.proto x: 7 # contributors y: 9 # changes tfx/orchestration/beam/beam_dag_runner.py x: 10 # contributors y: 45 # changes tfx/orchestration/portable/python_executor_operator.py x: 10 # contributors y: 29 # changes tfx/orchestration/python_execution_binary/python_execution_binary_utils.py x: 3 # contributors y: 10 # changes tfx/scripts/run_executor.py x: 17 # contributors y: 31 # changes tfx/utils/path_utils.py x: 14 # contributors y: 34 # changes tfx/orchestration/tfx_runner.py x: 8 # contributors y: 13 # changes tfx/components/bulk_inferrer/component.py x: 9 # contributors y: 28 # changes tfx/components/evaluator/component.py x: 18 # contributors y: 67 # changes tfx/components/example_gen/import_example_gen/component.py x: 17 # contributors y: 43 # changes tfx/components/experimental/data_view/binder_component.py x: 10 # contributors y: 15 # changes tfx/components/infra_validator/component.py x: 8 # contributors y: 21 # changes tfx/components/model_validator/component.py x: 12 # contributors y: 38 # changes tfx/components/pusher/component.py x: 15 # contributors y: 54 # changes tfx/components/trainer/component.py x: 15 # contributors y: 72 # changes tfx/components/transform/component.py x: 17 # contributors y: 72 # changes tfx/tools/cli/container_builder/builder.py x: 11 # contributors y: 19 # changes tfx/components/evaluator/executor.py x: 18 # contributors y: 66 # changes tfx/components/example_gen/component.py x: 19 # contributors y: 68 # changes tfx/components/transform/labels.py x: 14 # contributors y: 29 # changes tfx/components/transform/run_executor.py x: 13 # contributors y: 17 # changes tfx/extensions/google_cloud_big_query/example_gen/component.py x: 14 # 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changes tfx/extensions/google_cloud_ai_platform/cmle_runner.py x: 8 # contributors y: 9 # changes tfx/orchestration/experimental/kubernetes/__init__.py x: 5 # contributors y: 7 # changes tfx/orchestration/kubeflow/runner.py x: 11 # contributors y: 24 # changes tfx/orchestration/kubeflow/v2/file_based_example_gen/driver.py x: 4 # contributors y: 12 # changes tfx/orchestration/launcher/container_common.py x: 12 # contributors y: 25 # changes tfx/orchestration/launcher/kubernetes_component_launcher.py x: 10 # contributors y: 25 # changes tfx/orchestration/portable/__init__.py x: 9 # contributors y: 7 # changes tfx/orchestration/portable/data_types.py x: 4 # contributors y: 14 # changes tfx/orchestration/portable/mlmd/common_utils.py x: 11 # contributors y: 10 # changes tfx/orchestration/portable/runtime_parameter_utils.py x: 9 # contributors y: 12 # changes tfx/scripts/run_component.py x: 10 # contributors y: 17 # changes tfx/tools/cli/commands/pipeline.py x: 6 # contributors y: 18 # changes tfx/tools/cli/container_builder/dockerfile.py x: 11 # 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238.0
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  min: 1.0
  average: 14.56
  25th percentile: 4.0
  median: 7.0
  75th percentile: 17.0
  max: 238.0
0 36.0
# contributors
min: 1.0 | average: 6.08 | 25th percentile: 3.0 | median: 4.0 | 75th percentile: 9.0 | max: 36.0

Number of Contributors vs. File Size: 604 points

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