October 2024
Intermediate to advanced
268 pages
6h 56m
Spanish
Content preview from Escalando Python con Ray
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Capítulo 12. El rayo en la empresa
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La Implementación de software en entornos empresariales suele conllevar requisitos adicionales, especialmente en materia de seguridad. Las Implementaciones empresariales suelen implicar a múltiples partes interesadas y necesitan dar servicio a un grupo mayor de científicos/ingenieros. Aunque no es obligatorio, muchos clusters empresariales suelen tener alguna forma de multitenencia para permitir un uso más eficiente de los recursos (incluidos los recursos humanos, como el personal operativo).
Problemas de seguridad de la dependencia del rayo
Por desgracia, el archivo de requisitos por defecto de Ray incluye algunas bibliotecas inseguras. Muchos entornos empresariales tienen algún tipo de escaneo de contenedores o sistema similar para detectar estos problemas.1 En algunos casos, puedes simplemente eliminar o actualizar los problemas de dependencia marcados, pero cuando Ray incluye las dependencias en su rueda (por ejemplo, el problema de Apache Log4j), limitarte a ruedas preconstruidas tiene serios inconvenientes. Si encuentras una biblioteca Java o nativa marcada, tendrás que reconstruir Ray desde el código fuente con la versión actualizada. Derwen.ai tiene un ejemplo de cómo hacerlo para Docker en su repo ray_base.
Interactuar con las herramientas existentes
Las Implementaciones empresariales suelen implicar la interacción ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.