mlr3db

mlr3db-package

Extends the 'mlr3' package with a backend to transparently work with databases such as 'SQLite', 'DuckDB', 'MySQL', 'MariaDB', or 'PostgreSQL'. The package provides three additional backends: 'DataBackendDplyr' relies on the abstraction of package 'dbplyr' to interact with most DBMS. 'DataBackendDuckDB' operates on 'DuckDB' data bases and also on Apache Parquet files. 'DataBackendPolars' operates on 'Polars' data frames.

Extends the 'mlr3' package with a backend to transparently
work with databases such as 'SQLite', 'DuckDB', 'MySQL', 'MariaDB', or
'PostgreSQL'. The package provides three additional backends:
'DataBackendDplyr' relies on the abstraction of package 'dbplyr' to
interact with most DBMS. 'DataBackendDuckDB' operates on 'DuckDB' data
bases and also on Apache Parquet files. 'DataBackendPolars' operates on
'Polars' data frames.

Marc Becker

Data Base Backend for 'mlr3'

Michel Lang

Lona Koers

mlr3db-package function

<ul>
<li><code>mlr3db.sqlite_dir</code>: Default directory to store SQLite databases constructed
with <code>as_sqlite_backend()</code>..</li>
<li><code>mlr3db.sqlite_dir</code>: Default directory to store DuckDB databases constructed
with <code>as_duckdb_backend()</code>..</li>
</ul>

Options

Maintainer: Marc Becker <a href="/link/marcbecker%40posteo.de?package=mlr3db&version=0.7.0" data-mini-rdoc="mlr3db::marcbecker@posteo.de">marcbecker@posteo.de</a> (<a href="https://orcid.org/0000-0002-8115-0400">ORCID</a>)
Authors:<ul>
<li>Michel Lang <a href="/link/michellang%40gmail.com?package=mlr3db&version=0.7.0" data-mini-rdoc="mlr3db::michellang@gmail.com">michellang@gmail.com</a> (<a href="https://orcid.org/0000-0001-9754-0393">ORCID</a>)</li>
<li>Lona Koers <a href="/link/lona.koers%40gmail.com?package=mlr3db&version=0.7.0" data-mini-rdoc="mlr3db::lona.koers@gmail.com">lona.koers@gmail.com</a></li>
</ul>

Author

mlr3db: Data Base Backend for 'mlr3' — mlr3db-package

<ul>
<li><code>mlr3db.sqlite_dir</code>: Default directory to store SQLite databases constructed
with <code>as_sqlite_backend()</code>..</li>
<li><code>mlr3db.sqlite_dir</code>: Default directory to store DuckDB databases constructed
with <code>as_duckdb_backend()</code>..</li>
</ul>

Maintainer: Marc Becker <a href='mailto:marcbecker@posteo.de'>marcbecker@posteo.de</a> (<a href='https://orcid.org/0000-0002-8115-0400'>ORCID</a>)
Authors:<ul>
<li>Michel Lang <a href='mailto:michellang@gmail.com'>michellang@gmail.com</a> (<a href='https://orcid.org/0000-0001-9754-0393'>ORCID</a>)</li>
<li>Lona Koers <a href='mailto:lona.koers@gmail.com'>lona.koers@gmail.com</a></li>
</ul>

mlr3db-package: mlr3db: Data Base Backend for 'mlr3'

Description

Arguments

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Author

See Also