tensorflow / tfx
File Change Frequency

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

File Change Frequency Overall
File Change Frequency Overall
The number of recorded file updates
  • There are 537 files with 40,351 lines of code.
    • 2 files changed more than 100 times (1,170 lines of code)
    • 24 files changed 51-100 times (4,495 lines of code)
    • 71 files changed 21-50 times (9,894 lines of code)
    • 192 files changed 6-20 times (13,974 lines of code)
    • 248 files changed 1-5 times (10,818 lines of code)
2% | 11% | 24% | 34% | 26%
Legend:
101+
51-100
21-50
6-20
1-5

Detailed data...

File Change Frequency per File Extension
py, md, yaml, ipynb, proto, pb, sh, json, meta, txt, com, yml, bzl, svg, gitignore, dockerignore, cfg, in
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py3% | 13% | 28% | 40% | 13%
proto0% | 0% | 34% | 46% | 18%
bzl0% | 0% | 72% | 0% | 27%
yaml0% | 0% | 0% | 27% | 72%
in0% | 0% | 0% | 100% | 0%
pb0% | 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
tfx/components16% | 22% | 25% | 30% | 5%
tfx52% | 0% | 34% | <1% | 12%
tfx/orchestration0% | 13% | 31% | 39% | 16%
tfx/types0% | 58% | 32% | 6% | 2%
ROOT0% | 87% | 0% | 5% | 6%
tfx/tools0% | 10% | 27% | 49% | 13%
tfx/extensions0% | 7% | 28% | 53% | 11%
tfx/dsl0% | 0% | 24% | 61% | 13%
tfx/benchmarks0% | 0% | 9% | 6% | 83%
tfx/proto0% | 0% | 37% | 46% | 16%
tfx/experimental0% | 0% | 14% | 46% | 39%
tfx/utils0% | 0% | 17% | 48% | 34%
tfx/scripts0% | 0% | 47% | 51% | <1%
tfx/v10% | 0% | 0% | 58% | 41%
package_build/ml-pipelines-sdk0% | 0% | 0% | 0% | 100%
package_build/tfx0% | 0% | 0% | 0% | 100%
Most Frequently Changed Files (Top 20)

See data for all files...

File# lines# unitslast modified
(days ago)		created
(days ago)		# changes
dependencies.py
in tfx
 120 12 10 1004 192
executor.py
in tfx/components/transform
 1050 56 23 1068 134
standard_component_specs.py
in tfx/types
 382 - 25 910 97
pipeline.py
in tfx/orchestration
 111 6 81 1068 76
component.py
in tfx/components/trainer
 75 1 90 1068 74
component.py
in tfx/components/transform
 85 1 90 1068 74
executor.py
in tfx/components/trainer
 113 5 95 1068 74
metadata.py
in tfx/orchestration
 715 36 4 1068 72
component.py
in tfx/components/example_gen
 80 2 91 1005 67
base_driver.py
in tfx/components/base
 6 - 95 1068 66
component.py
in tfx/components/evaluator
 66 1 90 1068 66
driver.py
in tfx/components/example_gen
 128 8 95 1009 65
executor.py
in tfx/components/evaluator
 255 2 95 1068 65
setup.py
in root
 202 8 25 1068 62
component.py
in tfx/components/statistics_gen
 30 1 90 1068 61
component.py
in tfx/components/schema_gen
 31 1 16 1068 61
runner.py
in tfx/extensions/google_cloud_ai_platform
 133 7 95 956 61
component.py
in tfx/components/example_validator
 26 1 90 1068 59
container_entrypoint.py
in tfx/orchestration/kubeflow
 275 12 59 1068 56
utils.py
in tfx/components/example_gen
 436 17 95 1022 56