• File size measurements show the distribution of size of files.
• Files are classified in four categories based on their size (lines of code): 1-100 (very small files), 101-200 (small files), 201-500 (medium size files), 501-1000 (long files), 1001+(very long files).
• It is a good practice to keep files small. Long files may become "bloaters", code that have increased to such gargantuan proportions that they are hard to work with.

• There are 14 files with 8,448 lines of code.
• 2 very long files (2,568 lines of code)
• 8 long files (5,495 lines of code)
• 0 medium size files (0 lines of codeclsfd_ftr_w_mp_ins)
• 3 small files (359 lines of code)
• 1 very small files (26 lines of code)

There are 11 files with lines longer than 120 characters. In total, there are 304 long lines.

File	# lines	# units	# long lines
02_feature_engineering_batch.ipynb in root	1471	-	64
03_feature_engineering_streaming.ipynb in root	792	-	44
04_experimentation.ipynb in vertex_ai	935	-	37
05_model_training_xgboost_formalization.ipynb in vertex_ai	1097	-	30
05_model_training_pipeline_formalization.ipynb in bqml	608	-	24
06_formalization.ipynb in vertex_ai	748	-	24
07_model_inference.ipynb in bqml	521	-	23
06_model_deployment.ipynb in bqml	671	-	22
01_exploratory_data_analysis.ipynb in root	620	-	22
00_environment_setup.ipynb in root	600	-	12
copy_bigquery_data.py in scripts	114	5	2