db2env
loads the entire database db
into an environment
via calls to makeActiveBinding
. Therefore, the data themselves
are not stored in the environment, but a function pointing to the data
in the database is stored. When an element of the environment is
accessed, the function is called to retrieve the data from the
database. If the data in the database is changed, the changes will be
reflected in the environment.
dbLoad
loads objects in the database directly into the
environment specified, like load
does except with active bindings.
dbLoad
takes a second argument env
, which is an
environment, and the default for env
is parent.frame()
.
The use of makeActiveBinding
in db2env
and dbLoad
allows for potentially large databases to, at least conceptually, be
used in R, as long as you don't need simultaneous access to all of the
elements in the database.
With dbLazyLoad
database objects are
"lazy-loaded" into the environment. Promises to load the
objects are created in the environment specified by env
. Upon
first access, those objects are copied into the environment and will
from then on reside in memory. Changes to the database will not be
reflected in the object residing in the environment after first
access. Conversely, changes to the object in the environment will not
be reflected in the database. This type of loading is useful for
read-only databases.