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LLM-readable text summaries #27
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Description
The summaries are visually appealing and easy for humans to read, but are ill-suited for LLMs. For example, long column names can be split into multiple lines. I think it would be nice to provide the same data in text form (see below). What do you think? EgeKaraismailogluQC Oliver Borchert (@borchero)
Text summary:
- primary key: transaction_idea
- schemas: match exactly, 10 columns
- rows
- left: 12
- right: 12
- left only: 2
- 6 equal
- ...
- match rates
- discount: 70%
- ...
Visual summary:
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ Diffly Summary ┃
┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┛
Primary key: transaction_id
Schemas
▔▔▔▔▔▔▔
Schemas match exactly (column count: 10).
Rows
▔▔▔▔
Left count Right count
12 (no change) 12
┏━┯━┯━┯━┯━┓
┃-│-│-│-│-┃ 2 left only (16.67%)
┠─┼─┼─┼─┼─┨╌╌╌┏━┯━┯━┯━┯━┓╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╮
┃ │ │ │ │ ┃ = ┃ │ │ │ │ ┃ 6 equal (60.00%) │
┠─┼─┼─┼─┼─┨╌╌╌┠─┼─┼─┼─┼─┨╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌├╴ 10 joined
┃ │ │ │ │ ┃ ≠ ┃ │ │ │ │ ┃ 4 unequal (40.00%) │
┗━┷━┷━┷━┷━┛╌╌╌┠─┼─┼─┼─┼─┨╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╯
┃+│+│+│+│+┃ 2 right only (16.67%)
┗━┷━┷━┷━┷━┛
Columns
▔▔▔▔▔▔▔
┌─────────────────┬────────┐
│ discount │ 70.00% │
│ loyalty_card_id │ 90.00% │
│ timestamp │ 70.00% │
│ total │ 70.00% │
│ unit_price │ 70.00% │
└─────────────────┴────────┘
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