There are several ways to do that.

Using entityQuery, you can get the taxonomy terms  of a particular vocabulary.

In drupal 8, this retrun taxonomy vocabularies as an array.

$vocabularies = \Drupal\taxonomy\Entity\Vocabulary::loadMultiple();