egutierrez
7158be8142
feat(eda): cat_distr una hoja por columna (gráfico incluido) + sin descripción redundante con glosario
...
Cada columna categórica del capítulo CAT DISTR ocupa ahora su propia página
(PDF) / slide (PPTX) con su gráfico junto a su tabla, y se elimina la
explicación larga de la entropía que duplicaba el capítulo GLOSARIO.
Cambios:
- model.Group: nuevo campo aditivo `page_break_before` (default False). Cuando
es True el renderer fuerza al grupo a empezar en página/slide nueva (salvo que
la actual esté vacía). Comportamiento de todos los capítulos existentes
intacto. Soportado también en el normalizador dict-defensivo `as_block`.
- render_pdf_impl / render_pptx_impl `_place_group`: respetan `page_break_before`.
- render_pdf_impl / render_pptx_impl `_measure_block`: medición fiel de KVTable y
DataTable (replica `_place_*`: título-heading, wrap del valor/celdas por
columna, nota). La estimación previa asumía una línea por fila e ignoraba el
título, así que el keep-together infra-presupuestaba la figura y el gráfico se
desbordaba a la página siguiente. Helpers `_measure_kv_table`/`_measure_data_table`.
- render_pptx_impl `_shrink_group_figures`: umbrales más bajos (budget>0.6,
per>0.35) para que en el slide corto 16:9 la figura se encoja y conviva con la
tabla en lugar de partir la columna (misma filosofía keep-together del PDF).
- cat_distr.py:
- build envuelve cada columna en un `Group(page_break_before=idx>0)`: una
columna por página/slide, con su tabla de cardinalidad, su top-k y su donut
juntos. La primera comparte página con la intro para no dejar una casi vacía.
- intro recortada: se elimina el párrafo que explicaba qué es la entropía
(vive en el capítulo GLOSARIO, donde el término `[[term:entropia]]` enlaza);
se conserva el término clicable y el total de filas de referencia.
- `_cardinality_block`: métricas relacionadas agrupadas por fila (distintos·%·
únicos; entropía bits·máx·norm; desbalance·longitud) sin perder ningún dato,
para que tabla + gráfico quepan en el slide 16:9.
- columnas id-like (≈100% distintas): se omite la top-k (sería una lista de
valores únicos; la nota lo explica) y el donut ocupa ese hueco.
- CHAPTER_VERSION 1.1.0 -> 1.2.0.
Verificado con titanic (render_automatic_eda run_models=True): PDF 5 páginas y
PPTX 5 slides del capítulo (intro + 1 por columna: Name, Sex, Ticket, Embarked),
cada columna con su gráfico junto a su tabla, sin cortes. Suite verde
(121 passed): pytest automatic_eda/ + render_automatic_eda_test.py.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com >
2026-06-30 19:26:33 +02:00
..
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