openai / Video-Pre-Training
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 22 files with 2,820 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)
    • 1 file changed 6-20 times (144 lines of code)
    • 21 files changed 1-5 times (2,676 lines of code)
0% | 0% | 0% | 5% | 94%
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 22 files with 2,820 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)
    • 5 files changed by 2-5 contributors (778 lines of code)
    • 17 files changed by 1 contributor (2,042 lines of code)
0% | 0% | 0% | 27% | 72%
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, txt, md
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 0% | 0% | 5% | 94%
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
ROOT0% | 0% | 0% | 23% | 76%
lib0% | 0% | 0% | 0% | 100%
Most Frequently Changed Files (Top 22)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
agent.py
in root
 144 9 2022-06-22 2022-07-26 6 3 +252 / -14 bhoughton@cmu.edu kaneran21@hotmail.com
157 2 2022-07-15 2022-07-26 5 1 +427 / -17 kaneran21@hotmail.com kaneran21@hotmail.com
policy.py
in lib
 314 28 2022-06-22 2022-07-26 5 2 +633 / -0 bhoughton@cmu.edu kaneran21@hotmail.com
142 6 2022-07-25 2022-08-29 4 2 +448 / -4 kaneran21@hotmail.com kaneran21@hotmail.com
153 16 2022-06-22 2022-07-18 3 2 +253 / -0 bhoughton@cmu.edu kaneran21@hotmail.com
25 1 2022-06-22 2022-06-23 2 3 +60 / -12 bhoughton@cmu.edu bhoughton@cmu.edu
57 6 2022-07-15 2022-07-18 2 1 +190 / -0 kaneran21@hotmail.com kaneran21@hotmail.com
86 2 2022-07-25 2022-07-26 2 1 +286 / -0 kaneran21@hotmail.com kaneran21@hotmail.com
1 - 2022-06-22 2022-06-22 1 1 - bhoughton@cmu.edu bhoughton@cmu.edu
mlp.py
in lib
 26 3 2022-06-22 2022-06-22 1 1 +31 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
29 6 2022-06-22 2022-06-22 1 1 +50 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
42 5 2022-06-22 2022-06-22 1 1 +60 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
66 4 2022-06-22 2022-06-22 1 1 +88 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
88 6 2022-06-22 2022-06-22 1 1 +182 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
116 11 2022-06-22 2022-06-22 1 1 +178 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
136 18 2022-06-22 2022-06-22 1 1 +200 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
150 7 2022-06-22 2022-06-22 1 1 +195 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
157 27 2022-06-22 2022-06-22 1 1 +275 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
167 32 2022-06-22 2022-06-22 1 1 +280 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
misc.py
in lib
 189 17 2022-06-22 2022-06-22 1 1 +263 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
util.py
in lib
 209 13 2022-06-22 2022-06-22 1 1 +276 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
xf.py
in lib
 366 32 2022-06-22 2022-06-22 1 1 +479 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
Files With Most Churn (Top 22)
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
policy.py
in lib
 314 28 2022-06-22 2022-07-26 5 2 +633 / -0 bhoughton@cmu.edu kaneran21@hotmail.com
xf.py
in lib
 366 32 2022-06-22 2022-06-22 1 1 +479 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
142 6 2022-07-25 2022-08-29 4 2 +448 / -4 kaneran21@hotmail.com kaneran21@hotmail.com
157 2 2022-07-15 2022-07-26 5 1 +427 / -17 kaneran21@hotmail.com kaneran21@hotmail.com
86 2 2022-07-25 2022-07-26 2 1 +286 / -0 kaneran21@hotmail.com kaneran21@hotmail.com
167 32 2022-06-22 2022-06-22 1 1 +280 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
util.py
in lib
 209 13 2022-06-22 2022-06-22 1 1 +276 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
157 27 2022-06-22 2022-06-22 1 1 +275 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
agent.py
in root
 144 9 2022-06-22 2022-07-26 6 3 +252 / -14 bhoughton@cmu.edu kaneran21@hotmail.com
misc.py
in lib
 189 17 2022-06-22 2022-06-22 1 1 +263 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
153 16 2022-06-22 2022-07-18 3 2 +253 / -0 bhoughton@cmu.edu kaneran21@hotmail.com
136 18 2022-06-22 2022-06-22 1 1 +200 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
150 7 2022-06-22 2022-06-22 1 1 +195 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
57 6 2022-07-15 2022-07-18 2 1 +190 / -0 kaneran21@hotmail.com kaneran21@hotmail.com
88 6 2022-06-22 2022-06-22 1 1 +182 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
116 11 2022-06-22 2022-06-22 1 1 +178 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
66 4 2022-06-22 2022-06-22 1 1 +88 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
25 1 2022-06-22 2022-06-23 2 3 +60 / -12 bhoughton@cmu.edu bhoughton@cmu.edu
42 5 2022-06-22 2022-06-22 1 1 +60 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
29 6 2022-06-22 2022-06-22 1 1 +50 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
mlp.py
in lib
 26 3 2022-06-22 2022-06-22 1 1 +31 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
1 - 2022-06-22 2022-06-22 1 1 - bhoughton@cmu.edu bhoughton@cmu.edu
Files With Most Contributors (Top 22)
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
agent.py
in root
 144 9 2022-06-22 2022-07-26 6 3 +252 / -14 bhoughton@cmu.edu kaneran21@hotmail.com
25 1 2022-06-22 2022-06-23 2 3 +60 / -12 bhoughton@cmu.edu bhoughton@cmu.edu
policy.py
in lib
 314 28 2022-06-22 2022-07-26 5 2 +633 / -0 bhoughton@cmu.edu kaneran21@hotmail.com
142 6 2022-07-25 2022-08-29 4 2 +448 / -4 kaneran21@hotmail.com kaneran21@hotmail.com
153 16 2022-06-22 2022-07-18 3 2 +253 / -0 bhoughton@cmu.edu kaneran21@hotmail.com
157 2 2022-07-15 2022-07-26 5 1 +427 / -17 kaneran21@hotmail.com kaneran21@hotmail.com
86 2 2022-07-25 2022-07-26 2 1 +286 / -0 kaneran21@hotmail.com kaneran21@hotmail.com
57 6 2022-07-15 2022-07-18 2 1 +190 / -0 kaneran21@hotmail.com kaneran21@hotmail.com
util.py
in lib
 209 13 2022-06-22 2022-06-22 1 1 +276 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
misc.py
in lib
 189 17 2022-06-22 2022-06-22 1 1 +263 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
1 - 2022-06-22 2022-06-22 1 1 - bhoughton@cmu.edu bhoughton@cmu.edu
167 32 2022-06-22 2022-06-22 1 1 +280 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
29 6 2022-06-22 2022-06-22 1 1 +50 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
42 5 2022-06-22 2022-06-22 1 1 +60 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
116 11 2022-06-22 2022-06-22 1 1 +178 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
150 7 2022-06-22 2022-06-22 1 1 +195 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
66 4 2022-06-22 2022-06-22 1 1 +88 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
157 27 2022-06-22 2022-06-22 1 1 +275 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
mlp.py
in lib
 26 3 2022-06-22 2022-06-22 1 1 +31 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
xf.py
in lib
 366 32 2022-06-22 2022-06-22 1 1 +479 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
88 6 2022-06-22 2022-06-22 1 1 +182 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
136 18 2022-06-22 2022-06-22 1 1 +200 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
Files With Least Contributors (Top 22)
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
xf.py
in lib
 366 32 2022-06-22 2022-06-22 1 1 +479 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
util.py
in lib
 209 13 2022-06-22 2022-06-22 1 1 +276 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
misc.py
in lib
 189 17 2022-06-22 2022-06-22 1 1 +263 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
167 32 2022-06-22 2022-06-22 1 1 +280 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
157 27 2022-06-22 2022-06-22 1 1 +275 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
157 2 2022-07-15 2022-07-26 5 1 +427 / -17 kaneran21@hotmail.com kaneran21@hotmail.com
150 7 2022-06-22 2022-06-22 1 1 +195 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
136 18 2022-06-22 2022-06-22 1 1 +200 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
116 11 2022-06-22 2022-06-22 1 1 +178 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
88 6 2022-06-22 2022-06-22 1 1 +182 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
86 2 2022-07-25 2022-07-26 2 1 +286 / -0 kaneran21@hotmail.com kaneran21@hotmail.com
66 4 2022-06-22 2022-06-22 1 1 +88 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
57 6 2022-07-15 2022-07-18 2 1 +190 / -0 kaneran21@hotmail.com kaneran21@hotmail.com
42 5 2022-06-22 2022-06-22 1 1 +60 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
29 6 2022-06-22 2022-06-22 1 1 +50 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
mlp.py
in lib
 26 3 2022-06-22 2022-06-22 1 1 +31 / -0 bhoughton@cmu.edu bhoughton@cmu.edu
1 - 2022-06-22 2022-06-22 1 1 - bhoughton@cmu.edu bhoughton@cmu.edu
policy.py
in lib
 314 28 2022-06-22 2022-07-26 5 2 +633 / -0 bhoughton@cmu.edu kaneran21@hotmail.com
153 16 2022-06-22 2022-07-18 3 2 +253 / -0 bhoughton@cmu.edu kaneran21@hotmail.com
142 6 2022-07-25 2022-08-29 4 2 +448 / -4 kaneran21@hotmail.com kaneran21@hotmail.com
agent.py
in root
 144 9 2022-06-22 2022-07-26 6 3 +252 / -14 bhoughton@cmu.edu kaneran21@hotmail.com
25 1 2022-06-22 2022-06-23 2 3 +60 / -12 bhoughton@cmu.edu bhoughton@cmu.edu
Correlations

File Size vs. Number of Changes: 22 points

data_loader.py x: 142 lines of code y: 4 # changes agent.py x: 144 lines of code y: 6 # changes behavioural_cloning.py x: 86 lines of code y: 2 # changes lib/policy.py x: 314 lines of code y: 5 # changes run_inverse_dynamics_model.py x: 157 lines of code y: 5 # changes inverse_dynamics_model.py x: 57 lines of code y: 2 # changes lib/action_mapping.py x: 153 lines of code y: 3 # changes run_agent.py x: 25 lines of code y: 2 # changes lib/__init__.py x: 1 lines of code y: 1 # changes lib/action_head.py x: 157 lines of code y: 1 # changes lib/actions.py x: 116 lines of code y: 1 # changes lib/impala_cnn.py x: 150 lines of code y: 1 # changes lib/masked_attention.py x: 88 lines of code y: 1 # changes lib/minecraft_util.py x: 66 lines of code y: 1 # changes lib/misc.py x: 189 lines of code y: 1 # changes lib/mlp.py x: 26 lines of code y: 1 # changes lib/normalize_ewma.py x: 42 lines of code y: 1 # changes lib/scaled_mse_head.py x: 29 lines of code y: 1 # changes lib/torch_util.py x: 136 lines of code y: 1 # changes lib/tree_util.py x: 167 lines of code y: 1 # changes lib/util.py x: 209 lines of code y: 1 # changes lib/xf.py x: 366 lines of code y: 1 # changes
6.0
# changes
  min: 1.0
  average: 1.95
  25th percentile: 1.0
  median: 1.0
  75th percentile: 2.25
  max: 6.0
0 366.0
lines of code
min: 1.0 | average: 128.18 | 25th percentile: 53.25 | median: 139.0 | 75th percentile: 159.5 | max: 366.0

Number of Contributors vs. Number of Changes: 22 points

data_loader.py x: 2 # contributors y: 4 # changes agent.py x: 3 # contributors y: 6 # changes behavioural_cloning.py x: 1 # contributors y: 2 # changes lib/policy.py x: 2 # contributors y: 5 # changes run_inverse_dynamics_model.py x: 1 # contributors y: 5 # changes lib/action_mapping.py x: 2 # contributors y: 3 # changes run_agent.py x: 3 # contributors y: 2 # changes lib/__init__.py x: 1 # contributors y: 1 # changes
6.0
# changes
  min: 1.0
  average: 1.95
  25th percentile: 1.0
  median: 1.0
  75th percentile: 2.25
  max: 6.0
0 3.0
# contributors
min: 1.0 | average: 1.32 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.25 | max: 3.0

Number of Contributors vs. File Size: 22 points

data_loader.py x: 2 # contributors y: 142 lines of code agent.py x: 3 # contributors y: 144 lines of code behavioural_cloning.py x: 1 # contributors y: 86 lines of code lib/policy.py x: 2 # contributors y: 314 lines of code run_inverse_dynamics_model.py x: 1 # contributors y: 157 lines of code inverse_dynamics_model.py x: 1 # contributors y: 57 lines of code lib/action_mapping.py x: 2 # contributors y: 153 lines of code run_agent.py x: 3 # contributors y: 25 lines of code lib/__init__.py x: 1 # contributors y: 1 lines of code lib/actions.py x: 1 # contributors y: 116 lines of code lib/impala_cnn.py x: 1 # contributors y: 150 lines of code lib/masked_attention.py x: 1 # contributors y: 88 lines of code lib/minecraft_util.py x: 1 # contributors y: 66 lines of code lib/misc.py x: 1 # contributors y: 189 lines of code lib/mlp.py x: 1 # contributors y: 26 lines of code lib/normalize_ewma.py x: 1 # contributors y: 42 lines of code lib/scaled_mse_head.py x: 1 # contributors y: 29 lines of code lib/torch_util.py x: 1 # contributors y: 136 lines of code lib/tree_util.py x: 1 # contributors y: 167 lines of code lib/util.py x: 1 # contributors y: 209 lines of code lib/xf.py x: 1 # contributors y: 366 lines of code
366.0
lines of code
  min: 1.0
  average: 128.18
  25th percentile: 53.25
  median: 139.0
  75th percentile: 159.5
  max: 366.0
0 3.0
# contributors
min: 1.0 | average: 1.32 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.25 | max: 3.0

Number of Changes vs. Line Churn: 23 points

README.md x: 20 # changes y: 1216 line churn requirements.txt x: 4 # changes y: 7 line churn data_loader.py x: 4 # changes y: 452 line churn agent.py x: 6 # changes y: 266 line churn behavioural_cloning.py x: 2 # changes y: 286 line churn lib/policy.py x: 5 # changes y: 633 line churn run_inverse_dynamics_model.py x: 5 # changes y: 444 line churn inverse_dynamics_model.py x: 2 # changes y: 190 line churn lib/action_mapping.py x: 3 # changes y: 253 line churn run_agent.py x: 2 # changes y: 72 line churn lib/action_head.py x: 1 # changes y: 275 line churn lib/actions.py x: 1 # changes y: 178 line churn lib/impala_cnn.py x: 1 # changes y: 195 line churn lib/masked_attention.py x: 1 # changes y: 182 line churn lib/minecraft_util.py x: 1 # changes y: 88 line churn lib/misc.py x: 1 # changes y: 263 line churn lib/mlp.py x: 1 # changes y: 31 line churn lib/normalize_ewma.py x: 1 # changes y: 60 line churn lib/scaled_mse_head.py x: 1 # changes y: 50 line churn lib/torch_util.py x: 1 # changes y: 200 line churn lib/tree_util.py x: 1 # changes y: 280 line churn lib/xf.py x: 1 # changes y: 479 line churn
1216.0
line churn
  min: 7.0
  average: 277.22
  25th percentile: 88.0
  median: 253.0
  75th percentile: 286.0
  max: 1216.0
0 20.0
# changes
min: 1.0 | average: 2.87 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 4.0 | max: 20.0

Number of Contributors vs. Line Churn: 21 points

data_loader.py x: 2 # contributors y: 452 line churn agent.py x: 3 # contributors y: 266 line churn behavioural_cloning.py x: 1 # contributors y: 286 line churn lib/policy.py x: 2 # contributors y: 633 line churn run_inverse_dynamics_model.py x: 1 # contributors y: 444 line churn inverse_dynamics_model.py x: 1 # contributors y: 190 line churn lib/action_mapping.py x: 2 # contributors y: 253 line churn run_agent.py x: 3 # contributors y: 72 line churn lib/action_head.py x: 1 # contributors y: 275 line churn lib/actions.py x: 1 # contributors y: 178 line churn lib/impala_cnn.py x: 1 # contributors y: 195 line churn lib/masked_attention.py x: 1 # contributors y: 182 line churn lib/minecraft_util.py x: 1 # contributors y: 88 line churn lib/misc.py x: 1 # contributors y: 263 line churn lib/mlp.py x: 1 # contributors y: 31 line churn lib/normalize_ewma.py x: 1 # contributors y: 60 line churn lib/scaled_mse_head.py x: 1 # contributors y: 50 line churn lib/torch_util.py x: 1 # contributors y: 200 line churn lib/tree_util.py x: 1 # contributors y: 280 line churn lib/xf.py x: 1 # contributors y: 479 line churn
633.0
line churn
  min: 31.0
  average: 245.38
  25th percentile: 133.0
  median: 253.0
  75th percentile: 283.0
  max: 633.0
0 3.0
# contributors
min: 1.0 | average: 1.33 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.5 | max: 3.0

File Size vs. Line Churn: 21 points

data_loader.py x: 142 lines of code y: 452 line churn agent.py x: 144 lines of code y: 266 line churn behavioural_cloning.py x: 86 lines of code y: 286 line churn lib/policy.py x: 314 lines of code y: 633 line churn run_inverse_dynamics_model.py x: 157 lines of code y: 444 line churn inverse_dynamics_model.py x: 57 lines of code y: 190 line churn lib/action_mapping.py x: 153 lines of code y: 253 line churn run_agent.py x: 25 lines of code y: 72 line churn lib/action_head.py x: 157 lines of code y: 275 line churn lib/actions.py x: 116 lines of code y: 178 line churn lib/impala_cnn.py x: 150 lines of code y: 195 line churn lib/masked_attention.py x: 88 lines of code y: 182 line churn lib/minecraft_util.py x: 66 lines of code y: 88 line churn lib/misc.py x: 189 lines of code y: 263 line churn lib/mlp.py x: 26 lines of code y: 31 line churn lib/normalize_ewma.py x: 42 lines of code y: 60 line churn lib/scaled_mse_head.py x: 29 lines of code y: 50 line churn lib/torch_util.py x: 136 lines of code y: 200 line churn lib/tree_util.py x: 167 lines of code y: 280 line churn lib/util.py x: 209 lines of code y: 276 line churn lib/xf.py x: 366 lines of code y: 479 line churn
633.0
line churn
  min: 31.0
  average: 245.38
  25th percentile: 133.0
  median: 253.0
  75th percentile: 283.0
  max: 633.0
0 366.0
lines of code
min: 25.0 | average: 134.24 | 25th percentile: 61.5 | median: 142.0 | 75th percentile: 162.0 | max: 366.0