I don't agree with Symfony being inherently "very heavy". As set of framework components, you can any part you find useful, and wire to together yourself, if necessary. e.g.
https://symfony.com/doc/current/configuration/micro_kernel_t...
Many other PHP projects, such as Laravel and Drupal pick-and-choose Symfony framework components in this way.