recodex-wiki/Installation.md

This tutorial describes a complete installation and configuration of ReCodEx on
CentOS 8 system as it was conducted in August 2020. Details of this description
may vary for other systems (RPM packages are released for CentOS and Fedora
only) and possibly also change in the future.

We are trying to make this tutorial for linux noobs, but some admin skills are
still required.

For more details about the individual modules, please see their readme pages.

* [Web Application](https://github.com/ReCodEx/web-app)
* [Core and REST API](https://github.com/ReCodEx/api)
* [Broker](https://github.com/ReCodEx/broker)
* [Monitor](https://github.com/ReCodEx/monitor)
* [Worker](https://github.com/ReCodEx/worker)
* [Cleaner](https://github.com/ReCodEx/cleaner)

Btw. there used to be a [File Server](https://github.com/ReCodEx/fileserver)
module as well, but we got the file management integrated in Core module.

## Prerequisites

Before we get started, make sure that you are using a file system that supports
ACLs. If you are doing fresh install of modern distro, it should not be a problem.
Filesystems like `xfs` and `zfs` use ACLs always. Older filesystems like `ext4`
use ACLs unless you explicitly disable them. However, if you are using more
obscure FS, make sure ACLs are in place (ReCodEx will work without ACLs, but
all recodex-core CLI commands would have to be executed under `apache` user).

After minimal installation of CentOS 8 (with enabled EPEL and Power Tools repos)
install the following: 
* Apache 2.4 (httpd service), configure it, install SSL certificates, and open
  firewall for HTTPS
* MariaDB (10.3 or newer); it is also recommended to secure the DB properly
  (set root password etc.) 
* PHP 7.3 (actually this version needs to be exact, we have not fixed issues of 7.4 yet)
* Node.js 12.x or newer (14.x recommended)

A few tips for installing the database:
```
# dnf install httpd mariadb-server
# mysql_secure_installation
```

You can do this by running `mysql -uroot -p` and then executing these SQLs:
```
CREATE DATABASE `recodex`;
CREATE USER 'recodex'@'localhost' IDENTIFIED BY 'someSecretPasswordYouNeedToSetYourself';
GRANT ALL PRIVILEGES ON `recodex`.* TO 'recodex'@'localhost';
```

Configuring the PHP repository:
```
# dnf install dnf-utils http://rpms.remirepo.net/enterprise/remi-release-8.rpm
# dnf module enable php:remi-7.3
```

Installing Node.js:
```
# dnf -y install curl
# curl -sL https://rpm.nodesource.com/setup_14.x | bash -
# dnf -y install nodejs
```

You may check the right version is installed by typing `node -v`, which should
report version of Node.js (starting with 14).



## Install ReCodEx RPM Packages

Although individual components may run on different servers, typical deployments
would install everything on a single server or split only the worker(s) to
a separate server (e.g., when ReCodEx is deployed in VM and workers need to run
on bare metal so they can provide more accurate measurements).

The main part of ReCodEx is installed as follows:
```
# dnf copr enable semai/ReCodEx
# dnf install recodex-core recodex-web recodex-broker recodex-monitor
```

The worker (and its utility cleaner) is installed thusly: 
```
# dnf install recodex-worker recodex-cleaner
```

If successful, the following systemd services are now available:
* `recodex-web`
* `recodex-broker`
* `recodex-monitor`

The core API runs under web server (does not need a custom service) and workers
will be covered separately later. 

All these services should not be running right after installation. They need to 
be **configured first** and then you can start and enable them:

```
systemctl start <service-name>
systemctl enable <service-name>
systemctl status <service-name>
```

The last command should show status of the service, which should be running.


## Configure The Installation

### Broker

Broker configuration is in `/etc/recodex/broker/config.yml`. The most important
thing you need to set up is the communication route to API (see `notifier`
structure). The `address` must point to API URL (as configured on HTTP server)
suffixed with `/v1/broker-reports`. The `username` and `password` must match
credentials in `broker` > `auth` structure in core module configuration.

By default, broker listens on all interfaces (represented by `*` in `address`
fields) both for clients and for workers. Based on your deployment, it might
be advisable to restrict the listening for specific addresses, namely for
`127.0.0.1` if the core/workers run on the same machine. If you choose to change
the ports, do not forget to change them in core and workers configurations as
well.


### Monitor

Monitor configuration is in `/etc/recodex/broker/config.yml`. Make sure the
`zeromq_uri` (address and port) matches configuration of broker (`monitor`
structure).

The `websocket_uri` sets listening address and port where the web socket server
runs. Make sure the web server redirects all WebSocket requests here. For Apache
with proxy module, add the following lines to the site configuration (assuming
you did not change the configuration of the monitor): 

```
ProxyPass /ws/ ws://127.0.0.1:4567/
ProxyPass /ws ws://127.0.0.1:4567/
```

### Core (API)

Before getting started, make sure the core directory is duly configured in your
web server and the server is capable of executing PHP in this directory.

The core module has configuration stored in `/etc/recodex/core-api/config.local.neon`.
This is perhaps the most important config, so let us go through it step by step.
Furthermore, it is necessary to invoke `/opt/recodex-core/cleaner` script after
every modification of the config file. The cleaner will purge internal Nette
caches with pre-generated PHP files (so they can be regenerated automatically
again).

You may refer to already set parameters by using references. E.g., `%webapp.address%`
used in a string will actually insert the `webapp` > `address` parameter value (which
you need to setup in the first step of the following list).

1. Set URL of web application and the API (`webapp` > `address` and `api` > `address`).
The API URL must correspond to outside address as perceived by clients (i.e.,
the web application), especially when you use proxies or `mod_rewrite` in your
setup.

2. Setup access manager. The `issuer` and `audience` should match your web app
domain. Furthermore, the `verificationKey` should be set to a long (possibly
random) secret string. This string is used to sign and verify security tokens.
Btw. if you need to invalidate all ReCodEx security tokens at once, just modify
this string (that will effectively sing everybody off, so everyone will need to
go through login process again).

3. Configure `fileStorage` paths. The storages are basically directories managed
by the core component. It is divided into two parts -- hash storage that uses
hashes as file names for data deduplication and local storage for regular files.
Note that both directories **must be created manually** and you need to make them
both readable and writeable by `apache` user and `recodex` user (use fs ACLs).
Recommended place to store the data would be under `/var/recodex-filestorage`
where you can put `hash` and `local` subdirs.

4. In the `broker` structure, `auth` must hold credentials that match those set
in broker configuration (`notifier` structure) and the `address` must provide
URL with TCP protocol pointing to clients interface of the broker.

5. Monitor `address` must be set to the external address where the monitor is
listening for web sockets. If you used proxy pass as suggested in Monitor
configuration, the address should be something like
`wss://your.recodex.domain:443/ws`. The 443 port makes sure the initial
handshake is done in HTTPS manner by Apache. 

6. Let workers access the API to exchange files. The `workerFiles` modules needs
to be enabled and you need to set the secret `auth` credentials which are also
set in worker configuration.

7. Setup generated URLs in notification `emails`. The `footerUrl` should be the
base URL of the web application. The `from` parameter configures the `From:`
field set in all notification mails. The `defaultAdminTo` should be a string or
an array of strings with email addresses where the error notifications will be
sent. Error emails may contain sensitive information so it is highly recommended
to send them to actual administrators of ReCodEx only. On the other hand, it is
a good idea to have more than one administrator to reduce the chance of
overlooking these failures.

8. Set your SMTP configuration in the `mail` structure. SMTP is necessary so
the API can send notification emails. You may temporary use ReCodEx without
emails (setting `emails` > `debugMode` to `true`), but emails are required for
key features like resetting forgotten password.

9. Although this is the last step, it is perhaps the most important one. Fill in
your database credentials of the `recodex` user (which you were supposed to
create at the very beginning) into `doctrine` configuration (Doctrine framework
is responsible for database interface in the core module). 

There are many more configuration parameters. For inspiration, you may take a
look in `config.neon` file, but always remember to edit the `config.local.neon`
which works as an override of `config.neon`. The `config.neon` file may be
updated in the future releases. However, the list   

Finally, you need to set up a database. Switch to `/opt/recodex-core` directory
(that is **important**) and execute
```
# su -c './bin/console migrations:migrate' recodex
```
You may see warnings that some migrations did not execute any SQL statements,
which is all right since there are no data in the DB yet. However, the whole
migration process must not end with an error.

**Note that the migration should be also executed after every `recodex-core`
package upgrade!**


### Web application frontend

Web application has configuration in `/etc/recodex/web-app/env.json`.
The most important thing to configure is `API_BASE`, the external URL of the API
(as configured in Apache and in previous step). Also the
`PERSISTENT_TOKENS_KEY_PREFIX` might be important, if you are running multiple
installations of ReCodEx on single domain (this prefix is used for local storage 
and cookies, so the data of different instances are prefixed with different
keys).

If you want to enable public registration to ReCodEx (use with caution), set
`ALLOW_NORMAL_REGISTRATION` to true and do not forget to enable this feature in
API (`localRegistration` > `enabled`).

The web application runs locally on Node.js server. The port is also configured
in `env.json`. If you use Apache as your http frontend, you may need to set up
a proxy for your web application: 

```
ProxyPass / http://127.0.0.1:8080/
ProxyPassReverse / http://127.0.0.1:8080/
```


### Finalization

When all components are working together, consider switching the `logger` > `level`
from `debug` to `info` for broker and monitor (and do not forget to restart the services).

It is also recommended that you fill in the initial data into the database:
```
# su -c './bin/console db:fill init' recodex
```

After executing the fill command the database will contain:
* Instance with administrator registered as local account with credentials user 
  name: `admin@admin.com`, password: `admin`
* Runtime environments which ReCodEx can handle
* Default single hardware group which might be used for workers
* Pipelines for runtime environments which can be used when building exercises

To modify the data further, you might want to set up some database administration
tool. We are shipping the [Adminer](https://www.adminer.org/) along with core
module, so it should be directly available under `your-api-url/adminer`. If you
do not want to disable it, configure your HTTP server to deny access to
`www/adminer` folder. You may use [phpMyAdmin](https://www.phpmyadmin.net/) as
an alternative.

Finally, there are several commands that should be executed periodically.
All commands are executed similarly as db commands we used earlier: 
```
/opt/recodex-core/bin/console command:name
```

The important commands are 
* `notifications:assignment-deadlines` will send emails to students (who
  actually allowed this in their configurations) about approaching deadlines.
  This is the most important command as it is directly related to ReCodEx operations.
  It is recommended to run this command every night.
* `fs:cleanup:worker` will remove old files that are exchanged between core api and worker backend
* `db:cleanup:uploads` will remove old uploaded files
* `db:cleanup:localized-texts` will remove old texts of groups and exercises
* `db:cleanup:exercise-configs` will remove old exercise configs
* `db:cleanup:exercise-files` will remove unused files (attachments and test files) of deleted exercises/assignments and pipelines 
* `db:cleanup:pipeline-configs` will remove old pipeline configs
* `users:remove-inactive` will soft-delete and anonymize users who are deemed
  inactive (i.e., they have not verified their credentials for a period of time
  that is set in core module config)
* `notifications:general-stats` will send an email to all administrators with
  brief statistics about ReCodEx usage. It is recommended to run this command
  once a week (e.g., during the night between Saturday and Monday).

The frequency of cleanup commands depend on your system utilization. In
intensively used instances, it might be prudent to call cleanups as often as
once a week. In case of mostly idle instances, a cleanup per month or even
per year may be sufficient. Calling `fs:cleanup:worker` command should be
more frequent (once a day is recommended).

One option is to create a script (or multiple scripts) and schedule their
execution in crontab. Do not forget to run these commands as `recodex` user.
For example, adding the following line in `/etc/crontab` will execute your
cleanup script every day at 3 AM.
```
0 3 * * *	recodex /path/to/your/cleanup/script.sh
```



## Setup Workers and Environments

*Before you get started:*
If you want to use disk quotas (recommended), you will need a FS that supports
quotas. You will probably need to enable them in `fstab` adding `usrquota,grpquota`
to mount parameters (do not forget to remount/reboot). After that, you should
install quota tool and activate quotas (something like this):

```
#> yum install quotatool quota
#> mount -o remount /
#> quotacheck -mavug
#> quotaon --all
```

### Worker configuration

Worker is ready to be executed in multiple instances. Each instance has config
file `/etc/recodex/worker/config-%i.yml`, where %i is the numeric ID of the worker
(first one has ID = 1). Make sure that you have a config file for each worker
you want to start; however, it might be good idea to configure one worker (make
sure it is running properly) and then use the first config as template for others.
If you are managing many workers, some macro-preprocessing tool may be useful
to manage their configurations. Each instance needs to be enabled and started
(after config file is ready) as (replace `1` with other IDs for other workers):

```
# systemctl enable recodex-worker@1
# systemctl start recodex-worker@1
# systemctl status recodex-worker@1
```

Before starting the worker service, edit the config file first.
The `worker-id` (and optionally) `worker-description` distinguish individual
workers in case you run multiple workers on the same machine. It is highly
recommended that these IDs match the IDs of systemd services (which are also
embedded in config file names).

The worker needs broker and file server to operate. Update `broker-uri` so it
matches your broker location and port designated to workers. The `file-managers`
structure configures the file server access provided by core API module
(`hostname` has to be set to https URL pointing to API and HTTP auth credentials
must match credentials set in `workerFiles` section of core configuratuion).

Create worker(s) working directory (e.g., `/var/recodex-worker-wd`) and cache
directory (e.g., `/var/recodex-worker-cache`) and set their paths to
`working-directory` and `file-cache` > `cache-dir` properties respectively. Both
directories must be owned (and writeable) by the user, under which the worker
runs (typically `recodex`). If you run multiple workers on one machine, these
directories may be shared (recommended). On the other hand, multiple workers
should not share log, so update `logger` > `file` so it holds unique file for
each worker.

The `hwgroup` holds an ID of hardware group -- a group of workers with the same
capabilities (i.e., running on the same hardware with the same system
configuration). This is by default set to the only hwgroup present in
init fixtures used to initialize the database for the first time. Optionally,
you might want to restrict runtime environments the worker supports (`headers`,
`env`). The IDs correspond to IDs in the database and the default config file
holds all specified runtimes in the initial database fill.

Based on supported runtime environments, it might be necessary to update the
configuration of sandbox (`limits` structure) -- namely the pre-set
environmental variables and mapped directories. For instance, when using `java`
runtime, a mapping for JDK directory needs to be added to `bound-directories`
(`src` refers to directory on the real file systems, `dst` specifies, where the
directory will be mounted in the sandbox), and `JAVA_HOME` variable holding the
path (`dst`) needs to be added to `environ-variable` list. Be careful when
editing `PATH` or `LD_LIBRARY_PATH` environmental variables as they may apply
to multiple runtimes.

After you set all runtime environments successfully (will be explained below),
it is recommended to set `cleanup-submission` to `true`, so that worker removes
old data from its working directory when each evaluation concludes.


### Isolate configuration

The worker uses sandbox [isolate](https://github.com/ioi/isolate). The sandbox
is installed automatically, if you installed worker as RPM package (otherwise
you need to compile it manually). It has configuration in `/etc/isolate/default.cf`.
If you are running multiple workers (or other services) on the hardware, where
the testing will take place, it might be a good idea to configure sandbox CPU
affinity here, so that individual workers will not share CPU cores. For example:

```
box1.cpus = 0
box2.cpus = 1
box3.cpus = 2-7
```

Will configure `box1` and `box2` (which correspond to workers with IDs `1` and `2`)
as single-core boxes bound to the first and the second CPU and the `box3` will be
a multicore box occupying the following six cores.

For greater precision, it is better not to utilize the entire CPU (all CPUs).
Furthermore, we recommend turning off hyperthreading or multithreading feature.
The best option is when a sandbox occupies one socket alone, but that
might be a waste if you are using CPU dies with many cores (consider that when
planning the purchase of your hardware). 
 

### Cleaner configuration

The cleaner module removes old records from worker cache. It is a separate module
since there may be multiple workers using the same cache.

After installing, edit the `/etc/recodex/cleaner/config.yml`. The most important
parameter is `cache-dir` which holds the path to worker cache directory
(i.e., `/var/recodex-worker-cache` if you followed the previous instructions).
Additionally, you may set the expiration time and logging properties.

Although `recodex-cleaner` is also registered as systemd service, you need to
enable and start the `recodex-cleaner.timer` service, which runs the cleaner
periodically (once a day). An alternative is to add cleaner to cron, but the
systemd timer is the recommended way.  


### Runtime environments

Some runtimes require access to `/etc` directory since their compilers or
interprets have their configuration there (e.g., freepascal or PHP). It could be
a security risk to map entire `/etc` into sandbox (although, some environments
are having `/etc` mapped anyways, but only for the compilation step). Furthermore,
it might be helpful to have separate configuration files for the system and for
the sandbox. One possible solution is to prepare separated config directory
(e.g., `/usr/etc`) and place configs for the sandbox there (and add it to
`bound-directories` list).

Runtimes `bash` and `data-linux` should work out of the box. Other runtimes will
require additional installations and configurations:

#### C and C++

Simply install the GCC compiler.
```
dnf -y install gcc gcc-c++
```

#### C# and .NET Core

**We are currently migrating configuration from Mono to .NET Core. This
configuration applies to `cs-dotnet-core` environment, `mono` is considered
deprecated.**

Install .NET core SDK:
```
# dnf -y install dotnet-sdk-3.1
```

DOTNET_ROOT: /usr/lib64/dotnet
DOTNET_BUNDLE_EXTRACT_BASE_DIR: /box/.dotnet-bundle_extract


Download the following files:
```
https://raw.githubusercontent.com/ReCodEx/utils/master/runners/cs/Reader.cs
https://raw.githubusercontent.com/ReCodEx/utils/master/runners/cs/Wrapper.cs
https://raw.githubusercontent.com/ReCodEx/utils/master/runners/cs/recodex.csproj
```

Open your running ReCodEx instance in web browser and log in as administrator.
Open `Pipeline` page, find the *C# .NET Core Compilation* pipeline, and click on
the `Edit` button on the right. Scroll down to *Supplementary files* box
and upload all three downloaded files here.


#### Free Pascal

First you need to install Free Pascal compiler: 
```
# dnf -y install fpc
```

Copy `/etc/fpc.cfg` to `/usr/etc/fpc.cfg` (or your sandbox-only etc directory).
Set `PPC_CONFIG_PATH` environmental variable (`environ-variable` list) to
`/usr/etc` and make sure `/usr/etc` is mapped to sandbox as read-only (as
explained at the beginning of runtime environments section).

#### Go

Simply install the Go language package.
```
# dnf -y install golang
```


#### Groovy

This environment requires Java runtime to be installed as well (please do before
venturing forth).

Download latest stable binary of Apache Groovy from `https://groovy.apache.org/download.html`
(e.g., `https://dl.bintray.com/groovy/maven/apache-groovy-binary-3.0.5.zip`)
And unzip the content into `/opt/groovy`.

Add environmental variable in worker configuration (`environ-variable` list)
`GROOVY_HOME` with value `/opt/groovy` and enable access to this directory by
adding it into `bound-directories`.

Create a symlink `/opt/groovy/groovy.jar` referring to
`/opt/groovy/libs/groovy-3.0.5.jar` (where `3.0.5` is the actual version of
downloaded Groovy). 

Create the following symlinks in `/usr/bin`, each referring to the binary of the
same name in `/opt/groovy/bin`: `groovy`, `groovyc`, `groovyConsole`,
`groovydoc`, `groovysh`.


#### Haskell

Simply install the Haskell compiler.
```
# dnf -y install ghc
```


#### Java

Install latest OpenJDK including java compiler (packages are available in EPEL):
```
# dnf -y install java-latest-openjdk java-latest-openjdk-devel
```

Download the runner source file
```
https://raw.githubusercontent.com/ReCodEx/utils/master/runners/java/javarun.java
```

Compile the source file into `class` file (`javac ./javarun.java`).
Open your running ReCodEx instance in web browser and log in as administrator.
Open `Pipeline` page and do the following with both Java execution pipelines
(*Java execution & evaluation [outfile]* and *Java execution & evaluation [stdout]*):
Click on `Edit` button on the right, scroll down to *Supplementary files* box
and upload the compiled `javarun.class`.


#### Kotlin

This environment requires Java runtime to be installed as well (please do before
venturing forth).

Download latest Kotlin compiler release from [GitHub](https://github.com/JetBrains/kotlin)
and unzip it to `/opt/kotlin`.

Create a symlink `/usr/bin/kotlinc` referring to `/opt/kotlin/bin/kotlinc` and
make sure `kotlinc` have executable flag set.

Make the `/opt/kotlin` directory accessible by the sandbox (add it to
`bound-directories` list).


#### Node.js (JavaScript)

Install Node.js (if you are running the worker on the same machine as frontend,
you have already done this).

```
# dnf -y install curl
# curl -sL https://rpm.nodesource.com/setup_14.x | bash -
# dnf -y install nodejs
```

You may check the right version is installed by typing `node -v`, which should
report version of Node.js (starting with 14).


#### PHP

Install PHP (if you are running the worker on the same machine as frontend,
you have already done this).

```
# dnf install dnf-utils http://rpms.remirepo.net/enterprise/remi-release-8.rpm
# dnf module enable php:remi-7.3
# dnf install php-cli
```

Copy `php.ini` to `/usr/etc` and update it (**especially make sure that all needed
modules are loaded explicitly**). Also make sure the `/usr/etc` is mapped to
sandbox as suggested at the beginning of this section.

Optionally, you might want to consider installing User Operations for Zend
(`uopz`) PECL package for PHP. This package could help you creating hooks or
mock existing functions, which is helpful when testing PHP assignments. If you
enable this module, it is important to re-allow the source code control over the
exit opcode by adding
```
uopz.exit = 1
```
Into `/usr/etc/php.ini`.

**If you share PHP installation between core API and worker, make sure the `uopz`
extension is either disabled or allows the exit code override for the API module!!!**


#### Prolog

Unfortunately, SWI Prolog has to be compiled manually. Do not forget to have
EPEL 8 and PowerTools repositories enabled.

Install dependencies:
```
# dnf -y install \
  gcc \
  gcc-c++ \
  cmake3 \
  ninja-build \
  libunwind \
  freetype-devel \
  gmp-devel \
  java-1.8.0-openjdk-devel \
  jpackage-utils \
  libICE-devel \
  libjpeg-turbo-devel \
  libSM-devel \
  libX11-devel \
  libXaw-devel \
  libXext-devel \
  libXft-devel \
  libXinerama-devel \
  libXmu-devel \
  libXpm-devel \
  libXrender-devel \
  libXt-devel \
  ncurses-devel \
  openssl-devel \
  pkgconfig \
  readline-devel \
  libedit-devel \
  unixODBC-devel \
  zlib-devel \
  uuid-devel \
  libarchive-devel \
  libyaml-devel
```

Download SWI-Prolog 8.0.1. and compile it (it is recommended to do this in
dedicated directory as regular user):
```
$ wget http://www.swi-prolog.org/download/stable/src/swipl-8.0.1.tar.gz
$ tar xvf ./swipl-8.0.1.tar.gz
$ cd ./swipl-8.0.1
$ mkdir build
$ cd ./build
$ cmake3 ..
$ make
$ sudo make install
```

For technical reasons, the ReCodEx requires that the `swipl` is present in
`/usr/bin`. The simplest way is to create symlink `/usr/bin/swipl` that refers
to `/usr/local/lib/swipl/bin/x86_64-linux/swipl`.

Download `recodex-init.pl`, `recodex-swipl-wrapper.sh`, and `recodex-wrapper.pl`
from
```
https://github.com/ReCodEx/utils/tree/master/runners/prolog-compilation
```
Open your running ReCodEx instance in web browser and log in as administrator.
Open `Pipeline` page, find the *Prolog Compilation* pipeline, and click on
the `Edit` button on the right. Scroll down to *Supplementary files* box
and upload all three downloaded files here.

#### Python

Python is executed in a wrapper script that handles exceptions and translates
them in exit codes (which is necessary for error reporting). Download
```
https://raw.githubusercontent.com/ReCodEx/utils/master/runners/py/runner.py
```
Open your running ReCodEx instance in web browser and log in as administrator.
Open `Pipeline` page and do the following with both Python pipelines
(*Python execution & evaluation [outfile]* and *Python execution & evaluation [stdout]*):
Click on `Edit` button on the right, scroll down to *Supplementary files* box
and upload the `runner.py` file.

Then we need to install and configure workers:
```
# dnf install python38
# python3.8 -m venv /var/recodex-worker-python-venv
```

Add the following variables to `environ-variable` list:
```
PYTHONHASHSEED: 0
PYTHONIOENCODING: utf-8
VIRTUAL_ENV: /var/recodex-worker-python-venv
```
and update the `PATH` variable by prepending `/var/recodex-worker-python-venv/bin:`.

Finally, register directory mapping in `bound-directories` list:
```
- src: "/var/recodex-worker-python-venv"
```

#### Rust

Simply install the Rust compiler:
```
# dnf -y install rust
```

#### Scala

Simply install Scala runtime and compiler:
```
# dnf -y install scala
```

Please note, that Scala requires Java runtime to work. In CentOS 8, Scala
currently installs Java-8 as a dependency, but Java runtime requires at least
Java 11 to work properly. However, if you install both Java's, you can easily
configure the system to use latest java as default:
```
# alternatives --config java
```


## Are we done?

Not quite yet. There are at least two things you should consider.

### Backup

The data are stored at two places -- in the database and in the file storage.
The database can be easily dumped thusly:
```
mysqldump --default-character-set=utf8mb4 -uroot -p recodex > /path/to/backup/file.sql
```
Where `recodex` is the database name.

To backup 
Furthermore, you need to backup the filestorage `hash` and `local` directories
(which you may have located at `/var/recodex-fileserver` as suggested),
preferably using tools like `rsync`.

It might be a good idea to perform a backup every night and to keep several last
copies. For instance, in our pilot setup, we keep last 7 daily backups, all
backups made on the 1st of every month for the last year, and all backups made
on January 1st of every year.


### Monitoring

For mission-critical systems, some form of monitoring is a must. Depending on your
needs, the monitoring could be as simple as setting up a script that uses ping
or wget to verify the ReCodEx is running, or you can use more sophisticated tools.

For our main instance, we use [Prometheus](https://prometheus.io/) with
`node_exporter` and `mysqld_exporter` to gather performance statistics and
[Grafana](https://grafana.com/) to visualize them.


## Are we done now?!

Yes, we are. Enjoy and handle with care.