Install whpg-madlib on each host in your WarehousePG cluster, as it doesn't ship as part of the WarehousePG server package.

Prerequisites

Ensure your WarehousePG hosts meet the following requirements:

• The m4 macro processor on the host where you run madpack. If it's missing, install it with your package manager, for example sudo dnf install m4.
• Python 3, with the python3-pip package, and the python3-pyyaml package on WarehousePG 7. The MADlib package requires these packages and installs them as dependencies. On WarehousePG 6, madpack runs under Python 2.
• The PL/Python 3 language (plpython3u) in the database. madpack creates it if it's missing and stops if it can't.
• Optionally, GPUs and deep learning libraries. If you want GPU acceleration, set up the GPUs and install libraries such as Keras, TensorFlow, cuDNN, and CUDA on the hosts that have them. These components are managed separately from whpg-madlib, and the segments on those hosts benefit from the acceleration. See the MADlib wiki instructions for deep learning.

Installing the extension

Download and install whpg-madlib from the whpg-madlib repository.

Registering whpg-madlib

Run madpack on the coordinator host as the gpadmin user to add the MADlib functions to each database where you want to use them. madpack requires a superuser because it reads and updates the dynamic_library_path configuration parameter, and it runs gpconfig and gpstop -u to do so. Before you run it, ensure that WarehousePG is running, and that you've sourced greenplum_path.sh and set $COORDINATOR_DATA_DIRECTORY (WarehousePG 7) or $MASTER_DATA_DIRECTORY (WarehousePG 6).

Add the /usr/local/madlib/bin directory, where the package installs madpack, to your PATH:

export PATH=/usr/local/madlib/bin:$PATH

TIP

To add the directory permanently, add the same line to the ~/.bashrc file of the gpadmin user.

Run the madpack command:

madpack [-s <schema_name>] -p greenplum -c <user>@<host>:<port>/<database> install

The madpack commands in this page use the following options and placeholders:

• -s <schema_name>: The target schema, which defaults to madlib.
• -p greenplum: The target database platform, which is greenplum for WarehousePG.
• <user>: The database superuser to log in as, such as gpadmin. If you omit it, madpack uses the PGUSER environment variable, then the operating system user name. madpack uses PGPASSWORD if it's set, and prompts for a password if the server requires one.
• <host>: The host name of the WarehousePG coordinator. If you omit it, madpack uses the PGHOST environment variable, then localhost.
• <port>: The port of the WarehousePG coordinator. If you omit it, madpack uses the PGPORT environment variable, then 5432.
• <database>: The database where you want to register whpg-madlib. Run madpack once for each database where you want to use MADlib. If you omit it, madpack uses the PGDATABASE environment variable, then the user name.

For example, the following command creates the MADlib functions in the madlib schema of the testdb database. The coordinator host is cdw and listens on port 5432, and the command logs in as the gpadmin user.

madpack -s madlib -p greenplum -c gpadmin@cdw:5432/testdb install

If the MADlib library directory isn't already in the dynamic_library_path configuration parameter, madpack adds it with gpconfig and reloads the configuration with gpstop -u. The reload doesn't stop the cluster.

Grant all privileges on the target schema (madlib in this example) to any users who need to use MADlib after you add the functions. Users without access get the error ERROR: permission denied for schema madlib.

GRANT ALL ON SCHEMA madlib TO <role_name>;

To display all madpack options, run madpack --help.

Verifying the installation

Confirm that the madlib schema exists and check the installed version. MADlib doesn't appear in \dx, because madpack doesn't use CREATE EXTENSION.

\dn madlib
SELECT madlib.version();

Run the install-check command to run a quick functional test of each installed module. For each module, madpack creates a temporary superuser and test schema, runs the module's test scripts with psql, and drops the user and schema afterward. The output lists a PASS or FAIL result and the run time for each script. For a failed script, madpack prints the path of its log file.

madpack [-s <schema_name>] -p greenplum -c <user>@<host>:<port>/<database> install-check

To test only specific modules, add the -t option with a comma-separated list of module names:

madpack [-s <schema_name>] -p greenplum -c <user>@<host>:<port>/<database> install-check -t <module_name>[,<module_name>...]

To run the more detailed test scripts in the same way, use the dev-check command:

madpack [-s <schema_name>] -p greenplum -c <user>@<host>:<port>/<database> dev-check

To compare the version of the installed package with the version of the MADlib objects in the database, use the version command:

madpack [-s <schema_name>] -p greenplum -c <user>@<host>:<port>/<database> version

Upgrading whpg-madlib

Install the new package, then run madpack with the upgrade command in each database where you added the MADlib functions:

madpack [-s <schema_name>] -p greenplum -c <user>@<host>:<port>/<database> upgrade

WARNING

Upgrading from MADlib 1.x to 2.x isn't supported.

Uninstalling whpg-madlib

Run madpack with the uninstall command to remove whpg-madlib from a database:

madpack [-s <schema_name>] -p greenplum -c <user>@<host>:<port>/<database> uninstall

The command drops the target schema and every database object that depends on it. Before it drops the schema, madpack lists any table columns that use MADlib types, because the data in those columns is lost, and asks you to confirm. Routines that you created in the database that use MADlib functionality stop working.

Use the reinstall command to uninstall and install in one step.