Netflix/clove
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 5 files with 1,566 lines of code.
    • 0 files changed more than 100 times (0 lines of code)
    • 0 files changed 51-100 times (0 lines of code)
    • 0 files changed 21-50 times (0 lines of code)
    • 0 files changed 6-20 times (0 lines of code)
    • 5 files changed 1-5 times (1,566 lines of code)
0% | 0% | 0% | 0% | 100%
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 5 files with 1,566 lines of code.
    • 0 files changed by more than 25 contributors (0 lines of code)
    • 0 files changed by 11-25 contributors (0 lines of code)
    • 0 files changed by 6-10 contributors (0 lines of code)
    • 0 files changed by 2-5 contributors (0 lines of code)
    • 5 files changed by 1 contributor (1,566 lines of code)
0% | 0% | 0% | 0% | 100%
Legend:
26+
11-25
6-10
2-5
1

explore: grouped by folders | grouped by contributors count | data
File Change Frequency per File Extension
json, py, sh, yaml, txt, gitignore, md, toml
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 0% | 0% | 0% | 100%
yaml0% | 0% | 0% | 0% | 0%
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
src0% | 0% | 0% | 0% | 100%
scripts0% | 0% | 0% | 0% | 0%
conf0% | 0% | 0% | 0% | 0%
Most Frequently Changed Files (Top 50)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
video_reader.py
in src/training
 50 10 2024-08-28 2024-08-28 1 1 +28 / -6 sacastro sacastro
aro_datasets.py
in src/training
 262 20 2024-03-01 2024-03-01 1 1 +1 / -1 santi.1410 santi.1410
zero_shot.py
in src/training
 349 23 2024-02-27 2024-02-27 1 1 +7 / -4 sacastro sacastro
data.py
in src/training
 425 39 2024-02-27 2024-02-27 1 1 +3 / -1 sacastro sacastro
pretrained.py
in src/open_clip
 480 15 2024-03-01 2024-03-01 1 1 +1 / -1 santi.1410 santi.1410
version.py
in src/open_clip
 1 -
1 -
__init__.py
in src/training
 3 -
constants.py
in src/open_clip
 6 -
from_github.yaml
in conf/hydra/launcher/ray/init/runtime_env
 7 -
main.yaml
in conf/hydra/launcher/ray/init/runtime_env
 8 -
8 -
12 2
precision.py
in src/open_clip
 14 1
14 1
__init__.py
in src/open_clip
 16 -
optuna.yaml
in conf/hparam_search
 16 -
iter_utils.py
in src/open_clip
 17 3
decode_utils.py
in src/training
 17 4
ray.yaml
in conf/launch_on
 17 -
logger.py
in src/training
 21 1
video_utils.py
in src/training
 25 3
29 3
metric_utils.py
in src/training
 30 2
41 2
pos_embed.py
in src/open_clip
 47 4
frame_sampler.py
in src/training
 47 5
openai.py
in src/open_clip
 51 2
scheduler.py
in src/training
 51 6
s3_utils.py
in src/training
 53 4
file_utils.py
in src/training
 62 6
62 2
collate.py
in src/training
 78 9
utils.py
in src/open_clip
 80 7
utils.py
in src/training
 83 10
distributed.py
in src/training
 106 9
big_vision.py
in src/open_clip
 119 1
modified_resnet.py
in src/open_clip
 134 11
timm_model.py
in src/open_clip
 142 6
spacy_parser.py
in src/training
 161 3
tokenizer.py
in src/open_clip
 173 12
hydra.py
in src/training
 175 6
profiler.py
in src/training
 194 9
hf_model.py
in src/open_clip
 198 13
clip_model.py
in src/open_clip
 218 18
video_datasets.py
in src/training
 224 24
params.py
in src/training
 250 4
push_to_hf_hub.py
in src/open_clip
 267 5
text_negatives_data.py
in src/training
 295 23
data_utils.py
in src/training
 299 28
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
video_reader.py
in src/training
 50 10 2024-08-28 2024-08-28 1 1 +28 / -6 sacastro sacastro
zero_shot.py
in src/training
 349 23 2024-02-27 2024-02-27 1 1 +7 / -4 sacastro sacastro
data.py
in src/training
 425 39 2024-02-27 2024-02-27 1 1 +3 / -1 sacastro sacastro
aro_datasets.py
in src/training
 262 20 2024-03-01 2024-03-01 1 1 +1 / -1 santi.1410 santi.1410
pretrained.py
in src/open_clip
 480 15 2024-03-01 2024-03-01 1 1 +1 / -1 santi.1410 santi.1410
version.py
in src/open_clip
 1 -
1 -
__init__.py
in src/training
 3 -
constants.py
in src/open_clip
 6 -
from_github.yaml
in conf/hydra/launcher/ray/init/runtime_env
 7 -
main.yaml
in conf/hydra/launcher/ray/init/runtime_env
 8 -
8 -
12 2
precision.py
in src/open_clip
 14 1
14 1
__init__.py
in src/open_clip
 16 -
optuna.yaml
in conf/hparam_search
 16 -
iter_utils.py
in src/open_clip
 17 3
decode_utils.py
in src/training
 17 4
ray.yaml
in conf/launch_on
 17 -
logger.py
in src/training
 21 1
video_utils.py
in src/training
 25 3
29 3
metric_utils.py
in src/training
 30 2
41 2
pos_embed.py
in src/open_clip
 47 4
frame_sampler.py
in src/training
 47 5
openai.py
in src/open_clip
 51 2
scheduler.py
in src/training
 51 6
s3_utils.py
in src/training
 53 4
file_utils.py
in src/training
 62 6
62 2
collate.py
in src/training
 78 9
utils.py
in src/open_clip
 80 7
utils.py
in src/training
 83 10
distributed.py
in src/training
 106 9
big_vision.py
in src/open_clip
 119 1
modified_resnet.py
in src/open_clip
 134 11
timm_model.py
in src/open_clip
 142 6
spacy_parser.py
in src/training
 161 3
tokenizer.py
in src/open_clip
 173 12
hydra.py
in src/training
 175 6
profiler.py
in src/training
 194 9
hf_model.py
in src/open_clip
 198 13
clip_model.py
in src/open_clip
 218 18
video_datasets.py
in src/training
 224 24
params.py
in src/training
 250 4
push_to_hf_hub.py
in src/open_clip
 267 5
text_negatives_data.py
in src/training
 295 23
data_utils.py
in src/training
 299 28
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
video_reader.py
in src/training
 50 10 2024-08-28 2024-08-28 1 1 +28 / -6 sacastro sacastro
aro_datasets.py
in src/training
 262 20 2024-03-01 2024-03-01 1 1 +1 / -1 santi.1410 santi.1410
zero_shot.py
in src/training
 349 23 2024-02-27 2024-02-27 1 1 +7 / -4 sacastro sacastro
data.py
in src/training
 425 39 2024-02-27 2024-02-27 1 1 +3 / -1 sacastro sacastro
pretrained.py
in src/open_clip
 480 15 2024-03-01 2024-03-01 1 1 +1 / -1 santi.1410 santi.1410
62 2
14 1
29 3
optuna.yaml
in conf/hparam_search
 16 -
8 -
ray.yaml
in conf/launch_on
 17 -
from_github.yaml
in conf/hydra/launcher/ray/init/runtime_env
 7 -
main.yaml
in conf/hydra/launcher/ray/init/runtime_env
 8 -
decode_utils.py
in src/training
 17 4
41 2
params.py
in src/training
 250 4
collate.py
in src/training
 78 9
video_utils.py
in src/training
 25 3
__init__.py
in src/training
 3 -
metric_utils.py
in src/training
 30 2
hydra.py
in src/training
 175 6
logger.py
in src/training
 21 1
frame_sampler.py
in src/training
 47 5
12 2
s3_utils.py
in src/training
 53 4
distributed.py
in src/training
 106 9
data_utils.py
in src/training
 299 28
utils.py
in src/training
 83 10
train.py
in src/training
 305 7
zero_shot_metadata.py
in src/training
 308 -
file_utils.py
in src/training
 62 6
scheduler.py
in src/training
 51 6
profiler.py
in src/training
 194 9
spacy_parser.py
in src/training
 161 3
video_datasets.py
in src/training
 224 24
__main__.py
in src/training
 490 5
text_negatives_data.py
in src/training
 295 23
1 -
coca_model.py
in src/open_clip
 370 12
version.py
in src/open_clip
 1 -
iter_utils.py
in src/open_clip
 17 3
hf_model.py
in src/open_clip
 198 13
constants.py
in src/open_clip
 6 -
__init__.py
in src/open_clip
 16 -
big_vision.py
in src/open_clip
 119 1
push_to_hf_hub.py
in src/open_clip
 267 5
clip_model.py
in src/open_clip
 218 18
modified_resnet.py
in src/open_clip
 134 11
factory.py
in src/open_clip
 420 15
model.py
in src/open_clip
 301 16
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
transformer.py
in src/open_clip
 644 38
__main__.py
in src/training
 490 5
factory.py
in src/open_clip
 420 15
coca_model.py
in src/open_clip
 370 12
transform.py
in src/open_clip
 358 23
loss.py
in src/open_clip
 315 25
zero_shot_metadata.py
in src/training
 308 -
train.py
in src/training
 305 7
model.py
in src/open_clip
 301 16
data_utils.py
in src/training
 299 28
text_negatives_data.py
in src/training
 295 23
push_to_hf_hub.py
in src/open_clip
 267 5
params.py
in src/training
 250 4
video_datasets.py
in src/training
 224 24
clip_model.py
in src/open_clip
 218 18
hf_model.py
in src/open_clip
 198 13
profiler.py
in src/training
 194 9
hydra.py
in src/training
 175 6
tokenizer.py
in src/open_clip
 173 12
spacy_parser.py
in src/training
 161 3
timm_model.py
in src/open_clip
 142 6
modified_resnet.py
in src/open_clip
 134 11
big_vision.py
in src/open_clip
 119 1
distributed.py
in src/training
 106 9
utils.py
in src/training
 83 10
utils.py
in src/open_clip
 80 7
collate.py
in src/training
 78 9
62 2
file_utils.py
in src/training
 62 6
s3_utils.py
in src/training
 53 4
scheduler.py
in src/training
 51 6
openai.py
in src/open_clip
 51 2
frame_sampler.py
in src/training
 47 5
pos_embed.py
in src/open_clip
 47 4
41 2
metric_utils.py
in src/training
 30 2
29 3
video_utils.py
in src/training
 25 3
logger.py
in src/training
 21 1
ray.yaml
in conf/launch_on
 17 -
decode_utils.py
in src/training
 17 4
iter_utils.py
in src/open_clip
 17 3
optuna.yaml
in conf/hparam_search
 16 -
__init__.py
in src/open_clip
 16 -
14 1
precision.py
in src/open_clip
 14 1
12 2
8 -
main.yaml
in conf/hydra/launcher/ray/init/runtime_env
 8 -
from_github.yaml
in conf/hydra/launcher/ray/init/runtime_env
 7 -
Correlations

File Size vs. Number of Changes: 5 points

src/training/video_reader.py x: 50 lines of code y: 1 # changes src/open_clip/pretrained.py x: 480 lines of code y: 1 # changes src/training/aro_datasets.py x: 262 lines of code y: 1 # changes src/training/zero_shot.py x: 349 lines of code y: 1 # changes src/training/data.py x: 425 lines of code y: 1 # changes
1.0
# changes
  min: 1.0
  average: 1.0
  25th percentile: 1.0
  median: 1.0
  75th percentile: 1.0
  max: 1.0
0 480.0
lines of code
min: 50.0 | average: 313.2 | 25th percentile: 156.0 | median: 349.0 | 75th percentile: 452.5 | max: 480.0

Number of Contributors vs. Number of Changes: 5 points

src/training/video_reader.py x: 1 # contributors y: 1 # changes
1.0
# changes
  min: 1.0
  average: 1.0
  25th percentile: 1.0
  median: 1.0
  75th percentile: 1.0
  max: 1.0
0 1.0
# contributors
min: 1.0 | average: 1.0 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.0 | max: 1.0

Number of Contributors vs. File Size: 5 points

src/training/video_reader.py x: 1 # contributors y: 50 lines of code src/open_clip/pretrained.py x: 1 # contributors y: 480 lines of code src/training/aro_datasets.py x: 1 # contributors y: 262 lines of code src/training/zero_shot.py x: 1 # contributors y: 349 lines of code src/training/data.py x: 1 # contributors y: 425 lines of code
480.0
lines of code
  min: 50.0
  average: 313.2
  25th percentile: 156.0
  median: 349.0
  75th percentile: 452.5
  max: 480.0
0 1.0
# contributors
min: 1.0 | average: 1.0 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.0 | max: 1.0

Number of Changes vs. Line Churn: 6 points

src/training/video_reader.py x: 1 # changes y: 34 line churn README.md x: 3 # changes y: 10 line churn src/open_clip/pretrained.py x: 1 # changes y: 2 line churn src/training/zero_shot.py x: 1 # changes y: 11 line churn src/training/data.py x: 1 # changes y: 4 line churn
34.0
line churn
  min: 2.0
  average: 10.5
  25th percentile: 2.0
  median: 7.0
  75th percentile: 16.75
  max: 34.0
0 3.0
# changes
min: 1.0 | average: 1.33 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.5 | max: 3.0

Number of Contributors vs. Line Churn: 5 points

src/training/video_reader.py x: 1 # contributors y: 34 line churn src/open_clip/pretrained.py x: 1 # contributors y: 2 line churn src/training/zero_shot.py x: 1 # contributors y: 11 line churn src/training/data.py x: 1 # contributors y: 4 line churn
34.0
line churn
  min: 2.0
  average: 10.6
  25th percentile: 2.0
  median: 4.0
  75th percentile: 22.5
  max: 34.0
0 1.0
# contributors
min: 1.0 | average: 1.0 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.0 | max: 1.0

File Size vs. Line Churn: 5 points

src/training/video_reader.py x: 50 lines of code y: 34 line churn src/open_clip/pretrained.py x: 480 lines of code y: 2 line churn src/training/aro_datasets.py x: 262 lines of code y: 2 line churn src/training/zero_shot.py x: 349 lines of code y: 11 line churn src/training/data.py x: 425 lines of code y: 4 line churn
34.0
line churn
  min: 2.0
  average: 10.6
  25th percentile: 2.0
  median: 4.0
  75th percentile: 22.5
  max: 34.0
0 480.0
lines of code
min: 50.0 | average: 313.2 | 25th percentile: 156.0 | median: 349.0 | 75th percentile: 452.5 | max: 480.0