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Local Installation

1.Using Docker

The easiest way to set up a local version of OpenML is to use Docker Compose following the instructions here (thanks to Rui Quintino!):

If you run into problems, please post an issue in the same github repo.

2. Installation from scratch

If you want to install a local version of OpenML from scratch please follow the steps mentioned below:


You'll need to have the following software running: * Apache Webserver, (with the rewrite module enabled. Is installed by default, not enabled.) * MySQL Server. * PHP 5.5 or higher (comes also with Apache) Or just a XAMP (Mac), LAMP (Linux) or WAMP (Windows) package, which conveniently contains all these applications.


Next, OpenML runs on two databases, a public database with all experiment information, and a private database, with information like user accounts etc. The latest version of both databases can be downloaded here:

Obviously, the private database does not include any actual user account info.


The source code is available in the 'OpenML' repository:

OpenML is written in PHP, and can be 'installed' by copying all files in the 'www' or 'public_html' directory of Apache.

After that, you need to provide your local paths and database accounts and passwords using the config file in: 'APACHE_WWW_DIR'/openml_OS/config/BASE_CONFIG.php.

If everything is configured correctly, OpenML should now be running.

Search Indices

If you want to run your own (separate) OpenML instance, and store your own data, you'll also want to build your own search indices to show all data on the website. The OpenML website is based on the ElasticSearch stack. To install it, follow the instructions here:


This script wipes all OpenML server data and rebuilds the database and search index. Replace 'openmldir' with the directory where you want OpenML to store files.

# delete data from server
sudo rm -rf /openmldir/*
mkdir /openmldir/log

# delete database
mysqladmin -u "root" -p"yourpassword" DROP openml_expdb
mysql -h localhost -u root -p"yourpassword" -e "TRUNCATE openml.file;"

# reset ES search index
echo "Deleting and recreating the ES index: "
curl -XDELETE http://localhost:9200/openml
curl -XPUT 'localhost:9200/openml?pretty' -H 'Content-Type: application/json' -d'
    "settings" : {
        "index" : {
            "number_of_shards" : 3,
            "number_of_replicas" : 2

# go to directory with the website source code
cd /var/www/

# reinitiate the database
mysql -u root -p"yourpassword!" < downloads/openml_expdb.sql

# fill important columns
sudo php index.php cron install_database

# rebuild search index
sudo php index.php cron initialize_es_indices
sudo php index.php cron build_es_indices

sudo chown apache:apache /openmldir/log
sudo chown apache:apache /openmldir/log/*