awslabs / aws-data-wrangler
File Size

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

Intro
  • 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.
Learn more...
File Size Overall
  • There are 72 files with 13,062 lines of code.
    • 0 very long files (0 lines of code)
    • 8 long files (5,140 lines of code)
    • 13 medium size files (3,947 lines of codeclsfd_ftr_w_mp_ins)
    • 18 small files (2,559 lines of code)
    • 33 very small files (1,416 lines of code)
0% | 39% | 30% | 19% | 10%
Legend:
1001+
501-1000
201-500
101-200
1-100


explore: zoomable circles | sunburst | 3D view
File Size per Extension
1001+
501-1000
201-500
101-200
1-100
py0% | 39% | 30% | 18% | 10%
toml0% | 0% | 0% | 100% | 0%
File Size per Logical Decomposition
primary
1001+
501-1000
201-500
101-200
1-100
awswrangler0% | 50% | 27% | 18% | 3%
awswrangler/s30% | 44% | 25% | 19% | 11%
awswrangler/athena0% | 54% | 32% | 11% | 2%
awswrangler/catalog0% | 37% | 38% | 19% | 4%
awswrangler/quicksight0% | 0% | 58% | 15% | 26%
awswrangler/opensearch0% | 0% | 64% | 0% | 35%
awswrangler/lakeformation0% | 0% | 0% | 92% | 7%
ROOT0% | 0% | 0% | 100% | 0%
awswrangler/data_api0% | 0% | 0% | 0% | 100%
awswrangler/dynamodb0% | 0% | 0% | 0% | 100%
Longest Files (Top 50)
File# lines# units
redshift.py
in awswrangler
 771 24
_read.py
in awswrangler/athena
 737 16
_create.py
in awswrangler/catalog
 704 14
_read_parquet.py
in awswrangler/s3
 703 21
_data_types.py
in awswrangler
 622 28
_write_text.py
in awswrangler/s3
 582 4
_fs.py
in awswrangler/s3
 513 28
emr.py
in awswrangler
 508 13
_write_parquet.py
in awswrangler/s3
 490 7
_get.py
in awswrangler/catalog
 448 20
_utils.py
in awswrangler/athena
 433 18
_config.py
in awswrangler
 321 57
_read_text.py
in awswrangler/s3
 277 7
_definitions.py
in awswrangler/catalog
 276 8
_write_dataset.py
in awswrangler/s3
 264 6
_write.py
in awswrangler/opensearch
 257 14
_get_list.py
in awswrangler/quicksight
 244 24
_utils.py
in awswrangler
 243 24
_create.py
in awswrangler/quicksight
 242 6
_databases.py
in awswrangler
 240 13
timestream.py
in awswrangler
 212 13
_list.py
in awswrangler/s3
 199 8
mysql.py
in awswrangler
 198 8
sqlserver.py
in awswrangler
 197 10
postgresql.py
in awswrangler
 186 8
_utils.py
in awswrangler/lakeformation
 177 12
_add.py
in awswrangler/catalog
 157 5
_cache.py
in awswrangler/athena
 153 11
_read.py
in awswrangler/lakeformation
 148 4
_delete.py
in awswrangler/quicksight
 126 9
_select.py
in awswrangler/s3
 122 4
_read.py
in awswrangler/s3
 119 9
_describe.py
in awswrangler/s3
 119 5
pyproject.toml
in root
 115 -
_utils.py
in awswrangler/catalog
 113 11
_copy.py
in awswrangler/s3
 111 3
_delete.py
in awswrangler/s3
 111 4
cloudwatch.py
in awswrangler
 106 5
_delete.py
in awswrangler/catalog
 102 5
redshift.py
in awswrangler/data_api
 97 8
__init__.py
in awswrangler/catalog
 93 -
_describe.py
in awswrangler/quicksight
 92 5
_wait.py
in awswrangler/s3
 92 5
_write.py
in awswrangler/s3
 87 4
rds.py
in awswrangler/data_api
 87 5
__init__.py
in awswrangler/quicksight
 82 -
_merge_upsert_table.py
in awswrangler/s3
 73 3
_read.py
in awswrangler/opensearch
 68 6
_utils.py
in awswrangler/opensearch
 60 5
__init__.py
in awswrangler
 51 -
Files With Most Units (Top 20)
File# lines# units
_config.py
in awswrangler
 321 57
_data_types.py
in awswrangler
 622 28
_fs.py
in awswrangler/s3
 513 28
_get_list.py
in awswrangler/quicksight
 244 24
redshift.py
in awswrangler
 771 24
_utils.py
in awswrangler
 243 24
_read_parquet.py
in awswrangler/s3
 703 21
_get.py
in awswrangler/catalog
 448 20
_utils.py
in awswrangler/athena
 433 18
_read.py
in awswrangler/athena
 737 16
_create.py
in awswrangler/catalog
 704 14
_write.py
in awswrangler/opensearch
 257 14
emr.py
in awswrangler
 508 13
_databases.py
in awswrangler
 240 13
timestream.py
in awswrangler
 212 13
_utils.py
in awswrangler/lakeformation
 177 12
_utils.py
in awswrangler/catalog
 113 11
_cache.py
in awswrangler/athena
 153 11
sqlserver.py
in awswrangler
 197 10
_delete.py
in awswrangler/quicksight
 126 9
Files With Long Lines (Top 1)

There is only one file with lines longer than 120 characters. In total, there is only one long line.

File# lines# units# long lines
emr.py
in awswrangler
 508 13 1