GoogleCloudPlatform / practical-ml-vision-book
File Size

The distribution of size of files (measured in lines of code).

Intro
Learn more...
File Size Overall
0% | 62% | 17% | 11% | 8%
Legend:
1001+
501-1000
201-500
101-200
1-100


explore: grouped by folders | grouped by size | sunburst | 3D view
File Size per Extension
1001+
501-1000
201-500
101-200
1-100
ipynb0% | 83% | 13% | 3% | 0%
py0% | 0% | 34% | 46% | 18%
yaml0% | 0% | 0% | 0% | 100%
html0% | 0% | 0% | 0% | 100%
File Size per Logical Decomposition
primary
1001+
501-1000
201-500
101-200
1-100
07_training0% | 75% | 0% | 5% | 19%
09_deploying0% | 83% | 16% | 0% | 0%
05_create_dataset0% | 53% | 34% | 12% | 0%
10_mlops0% | 85% | 0% | 0% | 14%
04_detect_segment0% | 0% | 74% | 25% | 0%
06_preprocessing0% | 0% | 0% | 100% | 0%
03_image_models0% | 0% | 0% | 100% | 0%
11_adv_problems0% | 0% | 0% | 0% | 100%
Longest Files (Top 35)
File# lines# units
07a_ingest.ipynb
in 07_training
942 -
09d_bytes.ipynb
in 09_deploying
678 -
09b_rest.ipynb
in 09_deploying
606 -
05_split_tfrecord.ipynb
in 05_create_dataset
592 -
535 -
07d_distribute.ipynb
in 07_training
517 -
utils_box.py
in 04_detect_segment
424 41
05_label_images.ipynb
in 05_create_dataset
376 -
09e_tflite.ipynb
in 09_deploying
251 -
jpeg_to_tfrecord_tft.py
in 06_preprocessing
187 11
144 -
jpeg_to_tfrecord.py
in 05_create_dataset
133 8
flowers.py
in 03_image_models
132 8
train.py
in 07_training/serverlessml/flowers/classifier
114 1
model.py
in 07_training/serverlessml/flowers/classifier
75 2
tfrecords.py
in 07_training/serverlessml/flowers/ingest
61 6
hparam.yaml
in 07_training/serverlessml
56 -
11b_posenet.html
in 11_adv_problems
56 -
hparam-continue.yaml
in 07_training/serverlessml
35 -
util.py
in 07_training/serverlessml/flowers/utils
34 2
create_dataset.yaml
in 10_mlops/components
27 -
noop_create_dataset.yaml
in 10_mlops/components
21 -
plots.py
in 07_training/serverlessml/flowers/utils
20 1
train_model_kfp.yaml
in 10_mlops/components
20 -
train_model_caip.yaml
in 10_mlops/components
20 -
augment.py
in 07_training/serverlessml/flowers/utils
19 2
gpus_multiple_machines.yaml
in 07_training/serverlessml
19 -
gpus_one_machine.yaml
in 07_training/serverlessml
15 -
cpu.yaml
in 07_training/serverlessml
13 -
tpu_caip.yaml
in 07_training/serverlessml
9 -
setup.py
in 07_training/serverlessml
9 -
__init__.py
in 07_training/serverlessml/flowers/ingest
1 -
__init__.py
in 07_training/serverlessml/flowers/utils
1 -
__init__.py
in 07_training/serverlessml/flowers
1 -
__init__.py
in 07_training/serverlessml/flowers/classifier
1 -
Files With Most Units (Top 10)
File# lines# units
utils_box.py
in 04_detect_segment
424 41
jpeg_to_tfrecord_tft.py
in 06_preprocessing
187 11
flowers.py
in 03_image_models
132 8
jpeg_to_tfrecord.py
in 05_create_dataset
133 8
tfrecords.py
in 07_training/serverlessml/flowers/ingest
61 6
util.py
in 07_training/serverlessml/flowers/utils
34 2
augment.py
in 07_training/serverlessml/flowers/utils
19 2
model.py
in 07_training/serverlessml/flowers/classifier
75 2
plots.py
in 07_training/serverlessml/flowers/utils
20 1
train.py
in 07_training/serverlessml/flowers/classifier
114 1
Files With Long Lines (Top 11)

There are 11 files with lines longer than 120 characters. In total, there are 140 long lines.

File# lines# units# long lines
09b_rest.ipynb
in 09_deploying
606 - 32
09d_bytes.ipynb
in 09_deploying
678 - 18
535 - 14
05_split_tfrecord.ipynb
in 05_create_dataset
592 - 13
flowers.py
in 03_image_models
132 8 12
09e_tflite.ipynb
in 09_deploying
251 - 12
05_label_images.ipynb
in 05_create_dataset
376 - 12
07a_ingest.ipynb
in 07_training
942 - 11
utils_box.py
in 04_detect_segment
424 41 10
07d_distribute.ipynb
in 07_training
517 - 5
144 - 1
Correlations

File Size vs. Commits (all time): 35 points

03_image_models/flowers.py x: 3 commits (all time) y: 132 lines of code 05_create_dataset/05_label_images.ipynb x: 5 commits (all time) y: 376 lines of code 05_create_dataset/05_split_tfrecord.ipynb x: 7 commits (all time) y: 592 lines of code 07_training/07a_ingest.ipynb x: 8 commits (all time) y: 942 lines of code 07_training/07d_distribute.ipynb x: 6 commits (all time) y: 517 lines of code 07_training/serverlessml/flowers/classifier/train.py x: 4 commits (all time) y: 114 lines of code 09_deploying/09b_rest.ipynb x: 7 commits (all time) y: 606 lines of code 09_deploying/09d_bytes.ipynb x: 6 commits (all time) y: 678 lines of code 09_deploying/09e_tflite.ipynb x: 3 commits (all time) y: 251 lines of code 10_mlops/10a_mlpipeline.ipynb x: 6 commits (all time) y: 535 lines of code 04_detect_segment/04a_retinanet_anthropods_download.ipynb x: 2 commits (all time) y: 144 lines of code 04_detect_segment/utils_box.py x: 2 commits (all time) y: 424 lines of code 10_mlops/components/create_dataset.yaml x: 3 commits (all time) y: 27 lines of code 10_mlops/components/noop_create_dataset.yaml x: 3 commits (all time) y: 21 lines of code 07_training/serverlessml/cpu.yaml x: 2 commits (all time) y: 13 lines of code 07_training/serverlessml/flowers/utils/util.py x: 2 commits (all time) y: 34 lines of code 07_training/serverlessml/gpus_multiple_machines.yaml x: 2 commits (all time) y: 19 lines of code 07_training/serverlessml/gpus_one_machine.yaml x: 2 commits (all time) y: 15 lines of code 07_training/serverlessml/hparam.yaml x: 2 commits (all time) y: 56 lines of code 11_adv_problems/11b_posenet.html x: 1 commits (all time) y: 56 lines of code 06_preprocessing/jpeg_to_tfrecord_tft.py x: 5 commits (all time) y: 187 lines of code 05_create_dataset/jpeg_to_tfrecord.py x: 10 commits (all time) y: 133 lines of code 07_training/serverlessml/flowers/ingest/tfrecords.py x: 2 commits (all time) y: 61 lines of code 07_training/serverlessml/flowers/__init__.py x: 1 commits (all time) y: 1 lines of code 07_training/serverlessml/flowers/classifier/model.py x: 1 commits (all time) y: 75 lines of code 07_training/serverlessml/flowers/utils/augment.py x: 1 commits (all time) y: 19 lines of code 07_training/serverlessml/hparam-continue.yaml x: 1 commits (all time) y: 35 lines of code 07_training/serverlessml/setup.py x: 1 commits (all time) y: 9 lines of code
942.0
lines of code
  min: 1.0
  average: 175.54
  25th percentile: 19.0
  median: 56.0
  75th percentile: 251.0
  max: 942.0
0 10.0
commits (all time)
min: 1.0 | average: 3.11 | 25th percentile: 1.0 | median: 2.0 | 75th percentile: 5.0 | max: 10.0

File Size vs. Contributors (all time): 35 points

03_image_models/flowers.py x: 3 contributors (all time) y: 132 lines of code 05_create_dataset/05_label_images.ipynb x: 4 contributors (all time) y: 376 lines of code 05_create_dataset/05_split_tfrecord.ipynb x: 4 contributors (all time) y: 592 lines of code 07_training/07a_ingest.ipynb x: 3 contributors (all time) y: 942 lines of code 07_training/07d_distribute.ipynb x: 4 contributors (all time) y: 517 lines of code 07_training/serverlessml/flowers/classifier/train.py x: 3 contributors (all time) y: 114 lines of code 09_deploying/09b_rest.ipynb x: 5 contributors (all time) y: 606 lines of code 09_deploying/09d_bytes.ipynb x: 5 contributors (all time) y: 678 lines of code 09_deploying/09e_tflite.ipynb x: 3 contributors (all time) y: 251 lines of code 10_mlops/10a_mlpipeline.ipynb x: 6 contributors (all time) y: 535 lines of code 04_detect_segment/04a_retinanet_anthropods_download.ipynb x: 1 contributors (all time) y: 144 lines of code 04_detect_segment/utils_box.py x: 2 contributors (all time) y: 424 lines of code 10_mlops/components/create_dataset.yaml x: 3 contributors (all time) y: 27 lines of code 10_mlops/components/noop_create_dataset.yaml x: 3 contributors (all time) y: 21 lines of code 07_training/serverlessml/cpu.yaml x: 2 contributors (all time) y: 13 lines of code 07_training/serverlessml/flowers/utils/util.py x: 2 contributors (all time) y: 34 lines of code 07_training/serverlessml/gpus_multiple_machines.yaml x: 2 contributors (all time) y: 19 lines of code 07_training/serverlessml/gpus_one_machine.yaml x: 2 contributors (all time) y: 15 lines of code 07_training/serverlessml/hparam.yaml x: 2 contributors (all time) y: 56 lines of code 11_adv_problems/11b_posenet.html x: 1 contributors (all time) y: 56 lines of code 06_preprocessing/jpeg_to_tfrecord_tft.py x: 1 contributors (all time) y: 187 lines of code 05_create_dataset/jpeg_to_tfrecord.py x: 1 contributors (all time) y: 133 lines of code 07_training/serverlessml/flowers/ingest/tfrecords.py x: 1 contributors (all time) y: 61 lines of code 07_training/serverlessml/flowers/__init__.py x: 1 contributors (all time) y: 1 lines of code 07_training/serverlessml/flowers/classifier/model.py x: 1 contributors (all time) y: 75 lines of code 07_training/serverlessml/flowers/utils/augment.py x: 1 contributors (all time) y: 19 lines of code 07_training/serverlessml/hparam-continue.yaml x: 1 contributors (all time) y: 35 lines of code 07_training/serverlessml/setup.py x: 1 contributors (all time) y: 9 lines of code
942.0
lines of code
  min: 1.0
  average: 175.54
  25th percentile: 19.0
  median: 56.0
  75th percentile: 251.0
  max: 942.0
0 6.0
contributors (all time)
min: 1.0 | average: 2.26 | 25th percentile: 1.0 | median: 2.0 | 75th percentile: 3.0 | max: 6.0

File Size vs. Commits (30 days): 0 points

No data for "commits (30d)" vs. "lines of code".

File Size vs. Contributors (30 days): 0 points

No data for "contributors (30d)" vs. "lines of code".


File Size vs. Commits (90 days): 0 points

No data for "commits (90d)" vs. "lines of code".

File Size vs. Contributors (90 days): 0 points

No data for "contributors (90d)" vs. "lines of code".