September 2024
Intermediate to advanced
260 pages
6h 59m
Spanish
Content preview from Ingeniería de Software para Científicos de Datos
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Capítulo 12. Automatización e Implementación
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A los ingenieros de software les encanta automatizar tareas aburridas y repetitivas. La automatización es una habilidad que puedes aprender y aplicar al código que escribes como científico de datos. En este capítulo, te mostraré algunas herramientas que puedes utilizar para automatizar algunos de los pasos de tu flujo de trabajo de codificación, como el linting y las pruebas. También describiré el proceso de implementación de código en un sistema de producción. Aunque tu equipo no se encargue de las Implementaciones, es probable que te resulte útil conocer los fundamentos del proceso.
Al principio, las herramientas de automatización e implementación pueden parecer complejas y un poco intimidantes. Hay muchas herramientas disponibles, y todas tienen su propia terminología. Pero a menudo, lo complejo es sólo la configuración inicial. Una vez que has configurado estas herramientas, se ejecutan sin que tengas que hacer nada.
Automatizar tus procesos de codificación ayuda a garantizar que sean estandarizados y reproducibles. Puedes asegurarte de que tu código siempre se lime, formatee y pruebe antes de que llegue a un sistema de producción, o incluso antes de que se envíe al control de versiones. También puedes asegurarte de que los detalles están estandarizados, por ejemplo, asegurándote de que siempre utilizas el mismo linter ...
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