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Preview StatBank fact/dimension Parquet tables and read dimension descriptions

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SKILL.md

name tables
description Preview StatBank fact/dimension Parquet tables and read dimension descriptions

tables CLI

Small utilities for inspecting cloned StatBank data:

  • preview a fact or dimension parquet (first n rows)
  • schema to list columns and dtypes
  • describe to print the markdown description for a dimension
  • path to show which parquet path will be used
python scripts/tables.py --help

Commands

Preview rows

# Fact table
python scripts/tables.py preview FOLK1A --type fact --rows 15
python scripts/tables.py preview amt_kom --type dimension --rows 12

Show schema (columns & dtypes)

python scripts/tables.py schema FOLK1A --type fact
python scripts/tables.py schema amt_kom --type dimension --lang da

Dimension description

# Prints table_info_da.md with first & last line removed
python scripts/tables.py describe amt_kom

Show underlying parquet path

python scripts/tables.py path FOLK1A --type fact
python scripts/tables.py path amt_kom --type dimension --lang da

List all dimension tables

python scripts/tables.py list

Notes

  • Facts are loaded from:

    /mnt/HC_Volume_103849439/statbank_tables/{TABLE_ID}.parquet
    
  • Dimensions are loaded from:

    /mnt/HC_Volume_103849439/mapping_tables/{DIM_ID}/table_{da|en}.parquet
    /mnt/HC_Volume_103849439/mapping_tables/{DIM_ID}/table_info_{da|en}.md
    
  • Previews are pipe-separated (|) for copy-paste friendly output.