## Stardust Blog

Archive

Mailing List Articles Atom Feed Comments Atom Feed Twitter Reddit Facebook

## Tag Cloud

3d account algorithms android announcement architecture archives arduino artificial intelligence artix assembly async audio backups bash batch blog bookmarklet booting c sharp c++ challenge chrome os code codepen coding conundrums coding conundrums evolved command line compilers compiling compression css dailyprogrammer debugging demystification distributed computing documentation downtime electronics email embedded systems encryption es6 features event experiment external first impressions future game github github gist gitlab graphics hardware hardware meetup holiday holidays html html5 html5 canvas infrastructure interfaces internet io.js jabber jam javascript js bin labs learning library linux lora low level lua maintenance manjaro network networking nibriboard node.js operating systems performance photos php pixelbot portable privacy problem solving programming problems projects prolog protocol protocols pseudo 3d python reddit redis reference releases resource review rust searching secrets security series list server software sorting source code control statistics storage svg technical terminal textures three thing game three.js tool tutorial twitter ubuntu university update updates upgrade version control virtual reality virtualisation visual web website windows windows 10 xmpp xslt

## Backing up to AWS S3 with duplicity

The server that this website runs on backs up automatically to the Simple Storage Service, provided by Amazon Web Services. Such an arrangement is actually fairly cheap - only ~20p/month! I realised recently that although I've blogged about duplicity before (where I discussed using an external hard drive), I never covered how I fully automate the process here on starbeamrainbowlabs.com.

(Above: A bunch of hard drives. The original can be found here.)

It's fairly similar in structure to the way it works backing up to an external hard drive - just with a few different components here and there, as the script that drives this is actually older than the one that backs up to an external hard drive.

To start, we'll need an AWS S3 bucket. I'm not going to cover how to do this here, as the AWS interface keeps changing, and this guide will likely become outdated quickly. Instead, the AWS S3 documentation has an official guide on how to create one. Make sure it's private, as you don't want anyone getting a hold of your backups!

With that done, you should have both an access key and a secret. Note these down in a file called .backup-password in a new directory that will hold the backup script like this:

#!/usr/bin/env bash
AWS_ACCESS_KEY_ID="INSERT_AWS_ACCESS_KEY_HERE";
AWS_SECRET_ACCESS_KEY="INSERT_AWS_SECRET_KEY_HERE";

The PASSPHRASE here should be a long and unintelligible string of random characters, and will encrypt your backups. Note that down somewhere safe too - preferably in your password manager or somewhere else at least as secure.

If you're on Linux, you should also set the permissions on the .backup-password file to ensure nobody gets access to it who shouldn't. Here's how I did it:

sudo chown root:root .backup-password
sudo chmod 0400 .backup-password

This ensures that only the root user is able to read the file - and nobody can write to it. With our secrets generated and safely stored, we can start writing the backup script itself. Let's start by reading in the secrets:

#!/usr/bin/env bash
source /root/.backup-password

I stored my .backup-password file in /root. Next, let's export these values. This enables the subprocesses we invoke to access these environment variables:

export PASSPHRASE;
export AWS_ACCESS_KEY_ID;
export AWS_SECRET_ACCESS_KEY;

Now it's time to do the backup itself! Here's what I do:

duplicity \
--full-if-older-than 2M \
--exclude /proc \
--exclude /sys \
--exclude /tmp \
--exclude /dev \
--exclude /mnt \
--exclude /var/cache \
--exclude /var/tmp \
--exclude /var/backups \
--exclude /srv/www-mail/rainloop/v \
--s3-use-new-style --s3-european-buckets --s3-use-ia \
/ s3://s3-eu-west-1.amazonaws.com/INSERT_BUCKET_NAME_HERE

Compressed version:

duplicity --full-if-older-than 2M --exclude /proc --exclude /sys --exclude /tmp --exclude /dev --exclude /mnt --exclude /var/cache --exclude /var/tmp --exclude /var/backups --exclude /srv/www-mail/rainloop/v --s3-use-new-style --s3-european-buckets --s3-use-ia / s3://s3-eu-west-1.amazonaws.com/INSERT_BUCKET_NAME_HERE

This might look long and complicated, but it's mainly due to the large number of directories that I'm excluding from the backup. The key options here are --full-if-older-than 2M and --s3-use-ia, which specify I want a full backup to be done every 2 months and to use the infrequent access pricing tier to reduce costs.

The other important bit here is to replace INSERT_BUCKET_NAME_HERE with the name of the S3 bucket that you created.

Backing is all very well, but we want to remove old backups too - in order to avoid ridiculous bills (AWS are terrible for this - there's no way that you can set a hard spending limit! O.o). That's fairly easy to do:

duplicity remove-older-than 4M \
--force \
--s3-use-new-style --s3-european-buckets --s3-use-ia \
s3://s3-eu-west-1.amazonaws.com/INSERT_BUCKET_NAME_HERE

Again, don't forget to replace INSERT_BUCKET_NAME_HERE with the name of your S3 bucket. Here, I specify I want all backups older than 4 months (the 4M bit) to be deleted.

It's worth noting here that it may not actually be able to remove backups older than 4 months here, as it can only delete a full backup if there are not incremental backups that depend on it. To this end, you'll need to plan for potentially storing (and being charged for) an extra backup cycle's worth of data. In my case, that's an extra 2 months worth of data.

That's the backup part of the script complete. If you want, you could finish up here and have a fully-working backup script. Personally, I want to know how much data is in my S3 bucket - so that I can get an idea as to how much I'll be charged when the bill comes through - and also so that I can see if anything's going wrong.

Unfortunately, this is a bit fiddly. Basically, we have to utilise the AWS command-line interface to recursively list the entire contents of our S3 bucket in summarising mode in order to get it to tell us what we want to know. Here's how to do that:

aws s3 ls s3://INSERT_BUCKET_BAME_HERE --recursive --human-readable --summarize

Don't forget to replace INSERT_BUCKET_BAME_HERE wiith your bucket's name. The output from this is somewhat verbose, so I ended up writing an awk script to process it and output something nicer. Said awk script looks like this:

/^\s*Total\s+Objects/ { parts[i++] = $3 } /^\s*Total\s+Size/ { parts[i++] =$3; parts[i++] = $4; } END { print( "AWS S3 Bucket Status:", parts[0], "objects, totalling " parts[1], parts[2] ); } If we put all that together, it should look something like this: aws s3 ls s3://INSERT_BUCKET_BAME_HERE --recursive --human-readable --summarize | awk '/^\s*Total\s+Objects/ { parts[i++] =$3 } /^\s*Total\s+Size/ { parts[i++] = $3; parts[i++] =$4; } END { print("AWS S3 Bucket Status:", parts[0], "objects, totalling " parts[1], parts[2]); }'

...it's a bit of a mess. Perhaps I should look at putting that awk script in a separate file :P Anyway, here's some example output:

AWS S3 Bucket Status: 602 objects, totalling 21.0 GiB Very nice indeed. To finish off, I'd rather like to know how long it took to do all this. Thankfully, bash has an inbuilt automatic variable that holds the number of seconds since the current process has started, so it's just a case of parsing this out into something readable:

echo "Done in $(($SECONDS / 3600))h $((($SECONDS / 60) % 60))m $(($SECONDS % 60))s.";

...I forget which Stackoverflow answer it was that showed this off, but if you know - please comment below and I'll update this to add credit. This should output something like this:

Done in 0h 12m 51s.

Awesome! We've now got a script that backs up to AWS S3, deletes old backups, and tells us both how much space on S3 is being used and how long the whole process took.

I'm including the entire script at the bottom of this post. I've changed it slightly to add a single variable for the bucket name - so there's only 1 place on line 9 (highlighted) you need to update there.

(Above: A Geopattern, tiled using the GNU Image Manipulation Program)


#!/usr/bin/env bash

# Make sure duplicity exists
test -x $(which duplicity) || exit 1; # Pull in the password . /root/.backup-password AWS_S3_BUCKET_NAME="INSERT_BUCKET_NAME_HERE"; # Allow duplicity to access it export PASSPHRASE; export AWS_ACCESS_KEY_ID; export AWS_SECRET_ACCESS_KEY; # Actually do the backup # Backup strategy: # 1 x backup per week: # 1 x full backup per 2 months # incremental backups in between # S3 Bucket URI: https://${AWS_S3_BUCKET_NAME}/
echo [ $(date +%F%r) ] Performing backup. duplicity --full-if-older-than 2M --exclude /proc --exclude /sys --exclude /tmp --exclude /dev --exclude /mnt --exclude /var/cache --exclude /var/tmp --exclude /var/backups --exclude /srv/www-mail/rainloop/v --s3-use-new-style --s3-european-buckets --s3-use-ia / s3://s3-eu-west-1.amazonaws.com/${AWS_S3_BUCKET_NAME}

# Remove old backups
# You have to plan for 1 extra full backup cycle when
# calculating space requirements - duplicity only
# removes a backup if it won't invalidate those further
# along the chain - the oldest backup will always be
# a full one.
echo [ $(date +%F%r) ] Backup complete. Removing old volumes. duplicity remove-older-than 4M --force --encrypt-key F2A6D8B6 --s3-use-new-style --s3-european-buckets --s3-use-ia s3://s3-eu-west-1.amazonaws.com/${AWS_S3_BUCKET_NAME}
echo [ $(date +%F%r) ] Cleanup complete. aws s3 ls s3://${AWS_S3_BUCKET_NAME} --recursive --human-readable --summarize | awk '/^\s*Total\s+Objects/ { parts[i++] = $3 } /^\s*Total\s+Size/ { parts[i++] =$3; parts[i++] = $4; } END { print("AWS S3 Bucket Status:", parts[0], "objects, totalling " parts[1], parts[2]); }' echo "Done in$(($SECONDS / 3600))h$((($SECONDS / 60) % 60))m$(($SECONDS % 60))s.";  ## Creating a system service with systemd While I've got some grumblings with systemd over how it handles (or not) certain things, it's the most popular service manager on Linux systems today. By this, I mean it starts and stops the various services (like your SSH server, web server, cron) automatically, according to the rules laid out in special service files. Since it's so popular and I keep having to write services (and look up how to do so every time), I thought I'd write a post here about it to save me the trouble :P Bear in mind that systemd isn't the only service manager out there. Others include [OpenRC](), [runit](), [upstart](), and more! If you're using one of these (I'm looking to investigate using one of these on my next server rebuild), then this tutorial isn't for you. I will probably be releasing a tutorial down the road for OpenRC though, if I get around to having a server running an OS that uses it. systemd stores it's service files in /etc/systemd/system/, so to start we need to create a new file in there: sudo sensible-editor /etc/systemd/system/service_name.service With the new file open in your favourite editor, it's time to set out our service definition. This is done with an ini-like syntax. Here's an example: [Unit] Description=Gitea After=syslog.target rsyslog.service network.target [Service] Type=simple User=git Group=git WorkingDirectory=/srv/git/gitea ExecStart=/srv/git/gitea/gitea web Restart=always Environment=USER=git HOME=/srv/git [Install] WantedBy=multi-user.target The above is a simple service file for Gitea, which is the engine behind my personal git server. Let's go through each section one by one. Firstly, the [Unit] section defines the metadata about the service. It's fairly self explanatory actually - we set the description of the service here, and also the other services (space  separated) that we want our service to be started after with theAfter property. Next comes the [Service] section. This section specifies how it should start the service. We tell it that it's a simple service (in other words it doesn't do anything fancy - other types are available, but we won't use them here), the user and group it should run under, and working directory of the process, and the command (and it's arguments) to execute in order to start the process. In addition, we also tell it to restart the service if it crashes, and set a few environment variables to refine the way Gitea behaves. Very cool! The final section, [Install], simply specifies the systemd-equivalent of which run-level this service should start on. It's very interesting from a how-does-my-system-work perspective - I recommend reading this Stack Exchange answer and this article for more information - it's a topic for another post here on this blog :-) To start this new service, do the following: sudo systemctl daemon-reload sudo systemctl enable service_name.service sudo systemctl start service_name.service This starts our new service and configures it to automatically start when the system first boots. With that taken care of, we've now got the basics down of our very own service file! We can take this further though. What if there's a secret key that we need to pass to a service on startup in an environment variable, but we don't want to specify it in the service because it's world-readable? The answer here is a clever bit of shell scripting. Consider the following service file: [Unit] Description=Awesome XMPP Bot After=network.target prosody.service [Service] Type=simple User=bot WorkingDirectory=/srv/bot ExecStart=/srv/bot/start_service.sh Restart=on-failure # Other Restart options: or always, on-abort, etc [Install] WantedBy=multi-user.target In this case, we've defined a service file for an XMPP bot (public server directory). In order for it to connect to an XMPP server, it needs a JID (a username - formatted like an email address) and password. However, we don't want to specify these directly in the service file because they are secret! Instead, we've specified that it should start a shell script that's located at /srv/bot/start_service.sh instead of the bot itself. Here's the contents of that shell script: #!/usr/bin/env bash source .xmpp_credentials export XMPP_JID; export XMPP_PASSWORD; exec /usr/bin/mono Bot.exe This simple shell script loads the contents of the file .xmpp_credentials, specifies that the XMPP_JID and XMPP_PASSWORD environment variables should be passed to any further (sub) processes, and asks for the current process to be terminated and replaced with an instance of Mono executing our bot's code that stored in Bot.exe (this way we don't have an extra bash process sitting around doing nothing, since it's job is done as soon as we start the bot itself). In this way, we can store our precious private details in a file that we can lock down so that only the bot's user account can read it. Here's what that .xmpp_credentials file might look like: #!/usr/bin/env bash XMPP_JID="bot@bobsrockets.com"; XMPP_PASSWORD="sekret"; ....and if I run ls .xmpp_credentials, I might see something like this: -r-x------ 1 bot bot 104 Nov 10 21:27 .xmpp_credentials Here the file permissions allow only the bot user to read and execute the file, but not modify it (sudo chown bot:bot .xmpp_credentials and sudo chmod 0500 .xmpp_credentials set these permissions for the curious). These completes the tutorial on setting up services with systemd. We've seen how to create service files and make them start on boot (much easier than alternatives like running a command manually or using screen!). We've also learnt a simple way to hide credentials (though more advanced alternatives do exist). Found this useful? Found a better way to do it? Comment below! ### Sources and Further Reading ## Proxies: What's the difference? You've probably heard of proxies. Perhaps you used one when you were at school to access a website you weren't supposed to. But did you know that there are multiple different types of proxies that are used for different things? For example, a reverse proxy perform load-balancing and caching for your web application? And that a transparent proxy can be used to filter the traffic of your internet connection without you knowing (well, almost)? In this post, I'll be explaining the difference between the different types of proxy I'm aware of, why you'd want one, and how to detect their presence. ### Reverse Proxies A reverse proxy is one that, when it receives a request, repeats it to an upstream server. For example, I use nginx to reverse-proxy PHP requests to a backend PHP-FPM instance. Reverse proxies also come in really handy if you want to run multiple, perhaps unrelated, servers on a single machine with a single IP address, as they can reverse proxy requests to the right place based on the requested subdomain. For example, on my server I not only serve my website (which in and of itself reverse-proxies PHP requests), but also serves my git server - which is a separate process listening on a different port behind my firewall. Caching is another key feature of reverse proxies that comes in dead useful if you're running a medium-high traffic website. Instead of forwarding every single request to your backend for processing, if you've got a blog, for instance, you could cache the responses to requests for the posts themselves and serve them directly from the reverse proxy, leaving the slower backend free to process comments that people make, for example. Both nginx and Varnish have support for this. This with method, it's possible to serve 1000s of requests a minute from a very modestly sized virtual machine (say, 512MB RAM, 1 CPU) if configured correctly. Take that, Apache! Finally, when 1 server isn't enough any more, your can get reverse proxies like nginx to act as a load balancer. In this scenario, there are multiple backend servers (probably running on different machines, with a fast internal LAN connecting them all), and a single front-facing load balancer sitting in front of them all distributing requests to the backend servers. nginx in particular can get very fancy with the logic here, should you need that kind of control. It can even monitor the health of the backend application servers, and avoid sending any requests to unresponsive servers - giving them time to recover from a crash. ### Forward Proxies Forward proxies are distinctly different to reverse proxies, in that they make requests to the destination client wants to connect to on their behalf. Such a proxy can be instituted for many reasons. Sometimes, it's for security reasons - for example to ensure that all those connecting to a backend local network are authenticated (authentication with a forward proxy is done via a set of special Proxy- HTTP headers). Other times, it's to preserve data on limited and/or expensive internet connections. More often though, it's to censor and surveil the internet connection of the users on a network - and also to bypass such censoring. It is in this manner that HTTP(S) has become so pervasive - in that companies, institutions, (and, in rare cases), Internet Service Providers install forward proxies to censor the connections of their users - as such proxies usually only understand HTTP and HTTPS (clients request that a forward proxy retrieve something for them via a GET https://bobsrockets.net/ HTTP/1.1 request for example). If you're curious though, some forward proxies these days support the CONNECT HTTP method, allowing one to set up a TLS connection with another server (whether that be an HTTPS, SSH, SMTPS, or other protocol server). In addition, the SOCKS protocol now allows for arbitrary TCP connection to be proxied through as well. Forward proxies nearly always require some client-side configuration. If you've wondered what the proxy settings are in your operating system and web browser's settings - this is what they're for. Such can usually by identified by the Via and other headers that they attach to outgoing requests, as per RFC 2616. Online tools exist that exploit this - allowing you to detect whether such a proxy exists. ### Transparent Proxies Transparent proxies are similar to forward proxies, but do not require any client-side configuration. Instead, they utilise clever networking tricks to intercept network traffic being sent to and from the clients on a network. In this manner, they can cache responses, filter content, and protect the users from attacks without the client necessarily being aware of their existence. It is important to note here though that utilising a proxy is by no means a substitute for maintaining proper defences on your own computer, such as installing and configuring a firewall, ensuring your system has all the latest updates, and, if you're running windows, ensuring you have an antivirus program installing and running (Windows 10 comes with one automatically these days). Even though they don't usually attach the Via header (as they are supposed to), such proxies can usually be detected by cleverly designed tests that exploit their tendency to cache requests, thankfully. ### Conclusion So there you have it. We've taken a look at Forward proxies, and the benefits (and drawbacks) they can provide to users. We've also investigated Transparent proxies, and how to detect them. Finally, we've looked at Reverse proxies and the advantages they can provide to enable you to scale and structure your next great web (and other protocol! Nginx supports all sorts of other protocols besides HTTP(S)) application. ## Maintenance: Server Push Support! Recently, I took the time to add the official nginx ppa to my server to keep nginx up-to-date. In doing do, I jumped from a security-path-backported nginx 1.10 to version 1.14..... which adds a bunch of very cool new features. As soon as I leant that HTTP/2 Server Push was among the new features to be supported, I knew that I had to try it out. In short, Server Push is a new technology - part of HTTP/2.0 (it's here at last :D) - that allows you to send resources to the client before they even know they need them. This is done by enabling it in the web server, and then having the web application append a specially-formatted link header to outgoing requests - which tell the web server what resources it bundle along with the response. First, let's enable it in nginx. This is really quite simple: http { # .... http2_push_preload on; # .... } This enables link header parsing serve-wide. If you want to enable it for just a single virtual host, the http2_push_preload directive can be placed inside server blocks too. With support enabled in nginx, we can add support to our web application (in my case, this website!). If you do a HEAD request against a page on my website, you'll get a response looking like this: HTTP/2 200 server: nginx/1.14.0 date: Tue, 21 Aug 2018 12:35:02 GMT content-type: text/html; charset=UTF-8 vary: Accept-Encoding x-powered-by: PHP/7.2.9-1+ubuntu16.04.1+deb.sury.org+1 link: </theme/core.min.css>; rel=preload; as=style, </theme/main.min.css>; rel=preload; as=style, </theme/comments.min.css>; rel=preload; as=style, </theme/bit.min.css>; rel=preload; as=style, </libraries/prism.min.css>; rel=preload; as=style, </theme/tagcloud.min.css>; rel=preload; as=style, </theme/openiconic/open-iconic.min.css>; rel=preload; as=style, </javascript/bit.min.js>; rel=preload; as=script, </javascript/accessibility.min.js>; rel=preload; as=script, </javascript/prism.min.js>; rel=preload; as=script, </javascript/smoothscroll.min.js>; rel=preload; as=script, </javascript/SnoozeSquad.min.js>; rel=preload; as=script strict-transport-security: max-age=31536000; x-xss-protection: 1; mode=block x-frame-options: sameorigin Particularly of note here is the link header. it looks long and complicated, but that's just because I'm pushing multiple resources down. Let's pull it apart. In essence, the link header takes a comma (,) separated list of paths to resources that the web-server should push to the client, along with the type of each. For example, if https://bobsrockets.com/ wanted to push down the CSS stylesheet /theme/boosters.css, they would include a link header like this: link: </theme/boosters.css>; rel=preload; as=style It's also important to note here that pushing a resource doesn't mean that we don't have to utilise it somewhere in the page. By this I mean that pushing a stylesheet down as above still means that we need to add the appropriate <link /> element to put it to use: <link rel="stylesheet" href="/theme/boosters.css" /> Scripts can be sent down too. Doing so is very similar: link: </js/liftoff.js>; rel=preload; as=script There are other as values as well. You can send all kinds of things: • script - Javascript files • style - CSS Stylesheets • image - Images • font - Fonts • document - <iframe /> content • audio - Sound files to be played via the HTML5 <audio /> element • worker - Web workers • video - Videos to be played via the HTML5 <video /> element. The full list can be found here. If you don't have support in your web server yet (or can't modify HTTP headers) for whatever reason, never fear! There's still something you can do. HTML also supports a similar <link rel="preload" href="...." /> element that you can add to your document's <head>. While this won't cause your server to bundle extra resources with a response, it'll still tell the client to go off and fetch the specified resources in the background with a high priority. Obviously, this won't help much with external stylesheets and scripts (since simply being present in the document is enough to get the client to request them), but it could still be useful if you're lazily loading images, for example. In future projects, I'll certainly be looking out for opportunities to take advantage of HTTP/2.0 Server Push (probably starting with investigating options for Pepperminty Wiki). I've found the difference to be pretty extraordinary myself. Of course, this is hardly the only feature that HTTP/2 brings. If there's the demand, I may blog about other features and how they work too. Found this interesting? Confused about something? Using this yourself in a cool project? Comment below! ## How to set up a shared PDF printer on your local network I've recently ended up setting up a PDF printer on my local network in an effort to transfer some pictures out of a ridiculous i-device (I tell you, Apple'e iOS is the worst for being a walled garden). Since the process for doing so wasn't entirely obvious, I'm documenting it in this blog post to remind myself for later. If you find it useful, please let me know in the comments below! Firstly, you'll need a machine running Linux. Any distribution will do, but I'll be using an apt-based distribution, so you may need to alter some of the commands here to suit your system. Firstly, we need install the cups (which stands for the Common Unix Printing Service) PDF printer driver. It comes with a lot of junk if you're not careful, so here I use --no-install-recommends to avoid installing any unnecessary packages. sudo apt install printer-driver-cups-pdf --no-install-recommends If you've got a firewall running (which you really should - see this post of mine for more information on that), then you'll need to open the port 631 for TCP traffic to allow people to print. If you're using ufw, then this should do the trick: sudo ufw allow cups If not, then you may need to specify the port number explicitly: sudo ufw allow 631/tcp With the printer installed, we next need to open it to the world. Before that though, we should make some changes to the configuration file, which is located at /etc/cups-pdf.conf. Firstly, I wanted to put the resulting PDFs into my file server's shared folder. This is achieved by editing the Out and AnonDirName settings. They should already be present in the configuration file - it's just a matter of changing their values: Out /absolute/path/to/output/dir AnonDirName /absolute/path/to/output/dir I also wanted to customise the user account and permissions that it saves the pdfs with. I did this through the AnonUser and AnonUMask settings - which should also be present by default: AnonUser username AnonUMask 0007 The umask is basically an inverted permission octal. I found a good calculator calculator online to do it for me :P (Don't forget the preceding 0 - it's important!) Finally, I experienced an issue whereby cups kept overwriting the same file again and again because the iPad wasn't smart enough to send the photos to print with their actual filenames - instead opting to send them all as Photo.pdf. Thankfully though, cups-pdf has the Label option (also specified by default) that ensures that output filenames don't clash. Setting it to 1 instead of 0 solved the problem for me: Label 1 Note that some of these properties may be prefixed with a hash (#). You'll need to remove this in order for it to take effect. With the new PDF printer configured, it's time to open it up to our local network. Here's how to do that: sudo cupsctl --share-printers sudo lpadmin -p pdf -o printer-is-shared=true Note that if you want to open it up to more than your local subnet you'll need to do some additional configuration - such as configuring authentication, for instance. Such things are beyond the scope of this blog post, but if there's the demand (comment below!) I can certainly investigate writing something up. Found this useful? Got a better / different solution? Comment below! ## Job Scheduling on Linux Scheduling jobs to happen at a later time on a Linux based machine can be somewhat confusing. Confused by 5 4 8-10/4 6/4 * baffled by 5 */4 * * *? All will be revealed! ### cron Scheduling jobs on a Linux machine can be done in several ways. Let's start with cron - the primary program that orchestrates the whole proceeding. Its name comes from the Greek word Chronos, which means time. By filling in a crontab (read cron-table), you can tell it what to do when. It's essentially a time-table of jobs you'd like it to run. Your Linux machine should come with cron installed already. You can check if cron is installed and running by entering this command into your terminal: if [[ "$(pgrep -c cron)" -gt 0 ]]; then echo "Cron is installed :D"; else echo "Cron is not installed :-("; fi

If it isn't installed or running, then you'll have to investigate why this isn't the case. The most common is that it isn't installed. It's normally in the official repositories for most distributions - on Debian-based system sudo apt install cron should suffice. Arch-based users may need to check to make sure that the system service is enabled and do so manually.

With cron setup and ready to go, we can start adding jobs to it. This is done by way of a crontab, as explained above. Each user has their own crontab such that they can each configure their own individual sets jobs. To edit it, type this:

crontab -e

This will open your favourite editor with your crontab ready for editing (if you'd like to change your editor, do sudo update-alternatives --config editor or change the EDITOR environment variable). You should see a bunch of lines like this:

# Edit this file to introduce tasks to be run by cron.
#
# Each task to run has to be defined through a single line
# indicating with different fields when the task will be run
# and what command to run for the task
#
# To define the time you can provide concrete values for
# minute (m), hour (h), day of month (dom), month (mon),
# and day of week (dow) or use '*' in these fields (for 'any').#
# Notice that tasks will be started based on the cron's system
# daemon's notion of time and timezones.
#
# Output of the crontab jobs (including errors) is sent through
# email to the user the crontab file belongs to (unless redirected).
#
# For example, you can run a backup of all your user accounts
# at 5 a.m every week with:
# 0 5 * * 1 tar -zcf /var/backups/home.tgz /home/
#
# For more information see the manual pages of crontab(5) and cron(8)
#
# m h  dom mon dow   command

I'd advise you keep this for future reference - just in case you find yourself in a pinch later - so scroll down to the bottom and start adding your jobs there.

Let's look at the syntax for telling cron about a job next. This is best done by example:

0 1 * * 7   cd /root && /root/run-backup

This job, as you might have guessed, runs a custom backup script. It's one I wrote myself, but that's a story for another time (comment below if you'd like me to post about that). What we're interested in is the bit at the beginning: 0 1 * * 7. Scheduling a cron job is done by specifying 5 space-separated values. In the case of the above, the job will run at 1am every Sunday morning. The order is as follows:

• Minute
• Hour
• Day of the Month
• Month
• Day of the week

For of these values, a number of different specifiers can be used. For example, specifying an asterisk (*) will cause the job to run at every interval of that column - e.g. every minute or every hour. If you want to run something on every minute of the day (such as a logging or monitoring script), use * * * * *. Be aware of the system resources you can use up by doing that though!

Specifying number will restrict it to a specific time in an interval. For example, 10 * * * * will run the job at 10 minutes past every hour, and 22 3 * * * will run a job at 03:22 in the morning every day (I find such times great for maintenance jobs).

Sometimes, every hour or every minute is too often. Cron can handle this too! For example 3 */2 * * * will run a job at 3 minutes past every second hour. You can alter this at your leisure: The value after the forward slash (/) decides the interval (i.e. */3 would be every third, */15 would be every 15th, etc.).

The last column, the day of the week, is an alternative to the day of the month column. It lets you specify, as you may assume, the day oft he week a job should run on. This can be specified in 2 way: With the numbers 0-6, or with 3-letter short codes such as MON or SAT. For example, 6 20 * * WED runs at 6 minutes past 8 in the evening on Wednesday, and 0 */4 * * 0 runs every 4th hour on a Sunday.

The combinations are endless! Since it can be a bit confusing combining all the options to get what you want, crontab.guru is great for piecing cron-job specifications together. It describes your cron-job spec in plain English for you as you type!

(Above: crontab.guru displaying a random cronjob spec)

### What if I turn my computer off?

Ok, so cron is all very well, but what if you turn your machine off? Well, if cron isn't running at the time a job should be run, then it won't get executed. For those of us who don't leave their laptops on all the time, all is not lost! It's time to introduce the second piece of software at our disposal.

Enter stage left: anacron. Built to be a complement to cron, anacron sets up 3 folders:

• /etc/cron.daily
• /etc/cron.weekly
• /etc/cron.monthly

Any executable scripts in this folder will be run at daily, weekly, and monthly intervals respectively by anacron, and it respects the hash-bang (that #! line at the beginning of the script) too!

Most server systems do not come with anacron pre-installed, though it should be present if your distributions official repositories. Once you've installed it, edit root's crontab (with sudo crontab -e if you can't remember how) and add a job that executes anacron every hour like so:

# Run anacron every hour
5 * * * *   /usr/sbin/anacron

This is important, as anacron does not in itself run all the time like cron does (this behaviour is called a daemon in the Linux world) - it needs a helping hand to get it to run.

If you've got more specific requirements, then anacron also has it's own configuration file you can edit. It's found at /etc/anacrontab, and has a different syntax. In the anacron table, jobs follow the following pattern:

• period - The interval, in days, that the job should run
• delay - The offset, in minutes, that the job should run at
• job identifier - A textual identifier (without spaces, of course) that identifies the job
• command - The command that should be executed

You'll notice that there are 3 jobs specified already - one for each of the 3 folders mentioned above. You can specify your own jobs too. Here's an example:

# Do the weekly backup
7   20  run-backup  cd /root/data-shape-backup && ./do-backup;

The above job runs every 7 days, with an offset of 20 minutes. Note that I've included a command (the line starting with a hash #) to remind myself as to what the job does - I'd recommend you always include such a comment for your own reference - whether you're using cron, anacron, or otherwise.

I'd also recommend that you test your anacron configuration file after editing it to ensure it's valid. This is done like so:

anacron -T

#### I'm not an administrator, can I still use this?

Sure you can! If you've got anacron installed (you could even compile it from source locally if you haven't) and want to specify some jobs for your local account, then that's easily done too. Just create an anacrontab file anywhere you please, and then in your regular crontab (crontab -e), tell anacron where you put it like this:

# Run anacron every hour
5 * * * *   /usr/sbin/anacron -t "path/to/anacrontab"

### What about one-off jobs?

Good point. cron and anacron are great for repeating jobs, but what if you want to set up a one-off job to auto-disable your firewall before enabling it just in case you accidentally lock yourself out? Thankfully, there's even an answer for this use-case too: atd.

atd is similar to cron in that it runs a daemon in the background, but instead of executing jobs specified in a crontab, you tell it when you want it to execute a series of commands, and then enter the commands themselves. For example:

\$ at now + 10 minutes
warning: commands will be executed using /bin/sh
at> echo -e "Testing"
at> uptime
at> <EOT>
job 4 at Thu Jul 12 14:36:00 2018

In the above, I tell it to run the job 10 minutes from now, and enter a pair of commands. To end the command list, I hit CTRL + D on an empty line. The output of the job will be emailed to me automatically if I've got that set up (cron and anacron also do this).

Specifying a time can be somewhat fiddly, but its also quite flexible:

• at tomorrow
• at now + 5 hours
• at 16:06
• at next month
• at 2018 09 25

....and so on. Listing the current scheduled jobs is also just as easy:

atq

This will output a list of scheduled jobs that haven't been run yet. You can't see any jobs that aren't created by you unless you're root (use sudo), though. You can use the job ids listed here to cancel a job too:

# Remove job id 4:
atrm 4

### Conclusion

That just about concludes this whirlwind tour of job scheduling on Linux systems. We've looked at how to schedule jobs with cron, and how to ensure our jobs get run - even when the target machine isn't turned on all the time with anacron. We've also looked at one-time jobs with atd, and how to manage the job queue.

As usual, this is a starting point - not an ending point! Job scheduling is just the beginning. From here, you can look at setting up automated backups. You could investigate setting up an email server, and how that integrates with cron. You can utilise cron to perform maintenance for your next great web (or other!) application. The possibilities are endless!

Found this useful? Still confused? Comment below!

## Quest Get: Search large amounts of code!

(Above: A map of the Linux Kernel source code. Source: this post on medium.)

Recently I was working on a little project of mine (nope, not this for once! :P), and I needed a C♯ class I'd written a while ago. Being forgetful as I am, I had no idea which of my project I'd written it for. And so the quest began to find it! I did in the end, but it left me thinking whether there was a better way to search all my code quickly. This post is the culmination of everything I've discovered so far about the process of searching one's code.

Before I started, I already know about grep, which is built into almost every Linux system around. It's even available for Windows via the MSYS Tools. Unfortunately though, despite it's prevailance, it's not particularly good at searching large numbers of git repositories, as it keeps descending into the .git folder and displaying a whole load of useless results.

Something had to change. After asking reddit, I was introduced to OpenGrok. Written in Java, it indexes all of your code, and provides a web interface through which you can search it. Very nice. Unfortunately, I had trouble figuring out the logistics of actually getting it to run - and discovered that it takes multiple hours to set up correctly.

Moving on, I was re-introduced to ack, written in plain-old Perl, it apparently runs practically any system that Perl does - though it's not installed by default like grep is. Looking into it, I found it to be much like grep - only smarter. It ignores version control directories (like the .git folder ), and common package folders (like node_modules) by default, and even has a system by which results can be filtered by language (with support for hash-bangs too!). The results themselves are coloured by default - making it easy to skim through quickly. Coupled with the flexible configuration file system, ack makes for a wonderfully flexible way to search through large amounts of code quickly.

Though ack looks good, I still didn't have a way to search through all my code that scattered across multiple devices at once, so I kept looking. The next project I found (through alternative to actually) was Text Sherlock. It positions itself as an alternative to OpenGrok that's much simpler to configure.

True to its word, I managed to get a test instance set up running from my /tmp directory in 15 minutes - though it did take a while to index the code I had locally. It also took several seconds to consult its index when I entered a query. I suspect I could alleviate both of these issues by installing Xapian (an open-source high-performance search library), which it appears to have support for.

While the interface was cool, it didn't appear to allow me to tell it which directories not to index, so it ended trawling through all my .git directories - just like grep did. It also doesn't appear to multi-threaded - so it took much longer to index my code than it really needed to (I've got a solid-state drive and enough RAM for a few GBs of cache, so the indexing operation was CPU-bound, not I/O-bound).

In the end, I've rediscovered the awesome search tool ack, and taken a look at the current state of code search tools today. While I haven't yet found precisely what I'm looking for, I'm further forward than when I started.

Other honourable mentions include GNU Global (which apparently needs several GiBs per ~300MiB of source code for its generated static HTML web interface), insight.io (an IDE-like freemium cloud product that 'understands your code'), CodeQuery (only supports C, C++, Java, Python, Ruby, Javascript, and Go), and ripgrep (rust-based program, similar to ack and grep, feature comparison). The official ack website has a good page that contains more tools that are worth a look, too.

Got a cool way to search through all your code? Did this help you out? Comment below!

## Securing a Linux Server Part 2: SSH

Wow, it's been a while since I posted something in this series! Last time, I took a look at the Uncomplicated Firewall, and how you can use it to control the traffic coming in (and going out) of your server. This time, I'm going to take a look at steps you can take to secure another vitally important part of most servers: SSH. Used by servers and their administrators across the world to talk to one another, if someone manages to get in who isn't supposed to, they could do all kinds of damage!

The first, and easiest thing we can do it improve security is to prevent the root user logging in. If you haven't done so already, you should create a new user on your server, set a good password, and give it superuser privileges. Login with the new user account, and then edit /etc/ssh/sshd_config, finding the line that says something like

PermitRootLogin yes

....and change it to

PermitRootLogin no

Once done, restart the ssh server. Your config might be slightly different (e.g. it might be PermitRootLogin without-password) - but the principle is the same. This adds an extra barrier to getting into your server, as now attackers must not only guess your password, but your username as well (some won't even bother, and keep trying to login to the root account :P).

Next, we can move SSH to a non-standard port. Some might argue that this isn't a good security measure to take and that it doesn't actually make your server more secure, but I find that it's still a good measure to take for 2 reasons: defence in depth, and preventing excessive CPU load from all the dumb bots that try to get in on the default port. With that, it's make another modification to /etc/ssh/sshd_config. Make sure you test at every step you take, as if you lock yourself out, you'll have a hard time getting back in again....

Port 22

Change 22 in the above to any other number between about 1 and 65535. Next, make sure you've allowed the new port through your firewall! If you're using ufw, my previous post (link above) gives a helpful guide on how to do this. Once done, restart your SSH server again - and try logging in before you close your current session. That way if you make a mistake, you can fix through your existing session.

Once you're confident that you've got it right, you can close port 22 on your firewall.

So we've created a new user account with a secure password (tip: use a password manager if you have trouble remembering it :-)), disabled root login, and moved the ssh port to another port number that's out of the way. Is there anything else we can do? Turns out there is.

Passwords are not the only we can authenticate against an SSH server. Public private keypairs can be used too - and are much more secure - and convenient - than passwords if used correctly. You can generate your own public-private keypair like so:

ssh-keygen -t ed25519

It will ask you a few questions, such as a password to encrypt the private key on disk, and where to save it. Once done, we need to tell ssh to use the new public-private keypair. This is fairly easy to do, actually (though it took me a while to figure out how!). Simply edit ~/.ssh/config (or create it if it doesn't exist), and create (or edit) an entry for your ssh server, making it look something like this:

Host bobsrockets.com
Port            {port_name}
IdentityFile    {path/to/private/keyfile}

It's the IdentityFile line that's important. The port line simply makes it such that you can type ssh bobsrockets.com (or whatever your server is called) and it will figure out the port number for you.

With a public-private keypair now in use, there's just one step left: disable password-based logins. I'd recommend trailing it for a while to make sure you haven't messed anything up - because once you disable it, if you lose your private key, you won't be getting back in again any time soon!

Again, open /etc/ssh/sshd_config for editing. Find the line that starts with PasswordAuthentication, and comment it out with a hash symbol (#), if it isn't already. Directly below that line, add PasswordAuthentication no.

Once done, restart ssh for a final time, and check it works. If it does, congratulations! You've successfully secured your SSH server (to the best of my knowledge, of course). Got a tip I haven't covered here? Found a mistake? Let me know in a comment below!

## How to prevent php-fpm from overriding your PHP-based caching logic

A while ago I implemented ETag support to the dynamic preview generator in Pepperminty Wiki. While I thought it worked during testing, for some reason on a private instance of Pepperminty Wiki I discovered recently that my browser didn't seen to be taking advantage of it. This got me curious, so I decided to do a little bit of digging to find out why.

It didn't take long to find the problem. For some reason, all the responses from the server had a Cache-Control: no-cache, no-store, must-revalidate header attached to them. How strange! Even more so that it was in capital letters - my convention in Pepperminty Wiki is to always make the headers lowercase.

I checked the codebase with via the Project Find feature of Atom just to make sure that I hadn't left in a debugging statement or anything (I hadn't), and then I turned my attention to Nginx (engine-x) - the web server that I use on my server. Maybe it had added a caching header?

A quick grep later revealed that it wasn't responsible either - which leaves just one part of the system unchecked - php-fpm, the PHP FastCGI server that sits just behind Nginx that's responsible for running the various PHP scripts I have that power this website and other corners of my server. Another quick grep returned a whole bunch of garbage, so after doing some research I discovered that php-fpm, by default, is configured to send this header - and that it has to be disabled by editing your php.ini (for me it's in /etc/php/7.1/fpm/php.ini), and changing

;session.cache_limiter = nocache

to be explicitly set to an empty string, like so:

session.cache_limiter = ''

This appears to have solved by problem for now - allowing me to regain control over how the resources I send back via PHP are cached. Hopefully this saves someone else the hassle of pulling their entire web server stack apart and putting it back together again the future :P

Found this helpful? Still having issues? Got a better way of solving the problem? Post a comment below!

## Deep dive: Email, Trust, DKIM, SPF, and more

(Above: Lots of parcels. Hopefully you won't get this many through the door at once..... Source)

Now that I'm on holiday, I've got some time to write a few blog posts! As I've promised a few people a post on the email system, that's what I'll look at this this post. I'm going to take you on a deep dive through the email system and trust. We'll be journeying though the fields of DKIM signatures, and climb the SPF mountain. We'll also investigate why the internet needs to take this journey in the first place, and look at some of the challenges one faces when setting up their own mail server.

Hang on to your hats, ladies and gentlemen! If you get to the end, give yourself a virtual cookie :D

Before we start though, I'd like to mention that I'll be coming at this from the perspective of my own email server that I set up myself. Let me introduce to you the cast: Postfix (the SMTP MTA), Dovecot (the IMAP MDA), rspamd (the spam filter), and OpenDKIM (the thing that deals with DKIM signatures).

With that out of the way, let's begin! We'll start of our journey by mapping out the journey a typical email undertakes.

Let's say Bob Kerman wants to send Bill an email. Here's what happens:

1. Bill writes the email and hits send. His email client connects to his email server, logs in, and asks the server to deliver a message for him.
2. The server takes the email and reads the From header (in this case it's bill@billsboosters.com), figures out where the mail server is located, connects to it, and asks it to deliver Bob's message to Bill. mail.billsboosters.com takes the email and files it in Bill's inbox.
3. Bill connects to his mail server and retrieves Bob's message.

Of course, this is simplified in several places. mail.bobsrockets.com will obviously need to do a few DNS lookups to find billsboosters.com's mail server and fiddle with the headers of Bob's message a bit (such as adding a Received header etc.), and smtp.billsboosters.com won't just accept the message for delivery without checking out the server it came from first. How does it check though? What's preventing seanssatellites.net pretending to be bobsrockets.com and sending an imposter?

Until relatively recently, the answer was, well, nothing really. Anyone could send an email to anyone else without having to prove that they could indeed send email in the name of a domain. Try it out for yourself by telnetting to a mail server on port 25 (unencrypted SMTP) and trying in something like this:

HELO mail.bobsrockets.com
MAIL From: <frank@franksfuel.io>
RCPT TO <bill@billsboosters.com>
DATA
From: sean@seanssatellites.net
To: bill@billsboosters.com

Hello! This is a email to remind you.....
.
QUIT

Oh, my! Frank at franksfuel.io can connect to any mail server and pretend that sean@seanssatellites.net is sending a message to bill@billsboosters.com! Mail servers that allow this are called open relays, and today they usually find themselves on several blacklists within minutes. Ploys like these are easy to foil, thankfully (by only accepting mail for your own domains), but it still leaves the problem of what to do about random people connecting to your mail server delivering spam to your inbox that claims to be from someone they aren't supposed to be sending mail for.

In response, some mail servers demanded things like the IP that connects to send an email must reverse to the domain name that they want to send email from. Clever, but when you remember that anyone can change their own PTR records, you realise that it's just a minor annoyance to the determined spammer, and another hurdle to the legitimate person in setting up their own mail server!

Clearly, a better solution is needed. Time to introduce our first destination: SPF. SPF stands for sender policy framework, and defines a mechanism by which a mail server can determine which IP addresses a domain allows mail to be sent from in it's name. It's a TXT record that sites at the root of a domain. It looks something like this:

v=spf1 a mx ptr ip4:5.196.73.75 ip6:2001:41d0:e:74b::1 a:starbeamrainbowlabs.com a:mail.starbeamrainbowlabs.com -all

The above is my SPF TXT record for starbeamrainbowlabs.com. It's quite simple, really - let's break it down.

v=spf1

This just defines the version of the SPF standard. There's only one version so far, so we include this to state that this record is an SPF version 1 record.

a mx ptr

This says that the domain that the sender claims to be from must have an a and an mx record that matches the IP address that's sending the email. It also says that the ptr record associated with the sender's IP must resolve to the domain the sender claims to be sending from, as described above (it does help with dealing with infected machines and such).

ip4:5.196.73.75 ip6:2001:41d0:e:74b::1

This bit says that the IP addresses 5.196.73.75 and 2001:41d0:e:74d::1 are explicitly allowed to send mail in the name of starbeamrainbowlabs.com.

a:starbeamrainbowlabs.com a:mail.starbeamrainbowlabs.com

After all of the above, this bit isn't strictly necessary, but it says that all the IP addresses found in the a records for starbeamrainbowlabs.com and mail.starbeamrainbowlabs.com are allowed to send mail in the name of starbeamrainbowlabs.com.

-all

Lastly, this says that if you're not on the list, then your message should be rejected! Other variants on this include ~all (which says "put it in the spam box instead"), and +all (which says "accept it anyway", though I can't see how that's useful :P).

As you can see, SPF allows a mail server to verify if a given client is indeed allowed to send an email in the name of any particular domain name. For a while, this worked a treat - until a new problem arose.

Many of the mail servers on the internet don't (and probably still don't!) support encryption when connecting to and delivering mail, as certificates were expensive and difficult to get hold of (nowadays we've got LetsEncrypt who give out certificates for free!). The encryption used when mail servers connect to one another is practically identical to that used in HTTPS - so if done correctly, the identity of the remote server can be verified and the emails exchanged encrypted, if the world's certification authorities aren't corrupted, of course.

Since most emails weren't encrypted when in transit, a new problem arose: man-in-the-middle attacks, whereby an email is altered by one or more servers in the delivery chain. Thinking about it - this could still happen today even with encryption, if any one server along an email's route is compromised. To this end, another mechanism was desperately needed - one that would allow the receiving mail server to verify that an email's content / headers hadn't been surreptitiously altered since it left the origin mail server - potentially preventing awkward misunderstandings.

Enter stage left: DKIM! DKIM stands for Domain Keys Identified Mail - which, in short, means that it provides a method by which a receiving mail server can cryptographically prove that a message hasn't been altered during transit.

It works by having a public-private keypair, in which the public key can only decrypt things, but the private key is capable of encrypting things. A hash of the email's headers / content is computed and encrypted with the private key. Then the encrypted hash is attached to the email in the DKIM-Signature header.

The receiving mail server does a DNS lookup to find the public key, and decrypts the hash. It then computes it's own hash of the email headers / content, and compares it against the decrypted hash. If it matches, then the email hasn't been fiddled with along the way!

Of course, not all the headers in the email are hashed - only a specific subset are included in the hash, since some headers (like Received and X-Spam-Result) are added and altered during transit. If you're interested in implementing DKIM yourself - DigitalOcean have a smashing tutorial on the subject, which should adapt easily to whatever system you're running yourself.

With both of those in place, billsboosters.com's mail server can now verify that mail.bobsrockets.com is allowed to send the email on behalf of bobsrockets.com, and that the message content hasn't been tampered with since it left mail.bobsrockets.com. mail.billsboosters.com can also catch franksfuel.io in the act of trying to deliver spam from seanssatellites.net!

There is, however, one last piece of the puzzle left to reveal. With all this in place, how do you know if your mail was actually delivered? Is it possible to roll SPF and DKIM out gradually so that you can be sure you've done it correctly? This can be a particular issue for businesses and larger email server setups.

This is where DMARC comes in. It's a standard that lets you specify an email address you'd like to receive DMARC reports at, which contain statistics as to how many messages receiving mail servers got that claimed to be from you, and what they did with them. It also lets you specify what percentage of messages should be subject to DMARC filtering, so you can roll everything out slowly. Finally, it lets you specify what should happen to messages that fail either SPF, DKIM, or both - whether they should be allowed anyway (for testing purposes), quarantined, or rejected.

DMARC policies get specified (yep, you guessed it!) in a DNS record. unlike SPF though, they go in _dmarc.megsmicroprocessors.org as a TXT record, substituting megsmicroprocessors.org for your domain name. Here's an example:

v=DMARC1; p=none; rua=mailto:dmarc@megsmicroprocessors.org

This is just a simple example - you can get much more complex ones than this! Let's go through it step by step.

v=DMARC1;

Nothing to see here - just a version number as in SPF.

p=none;

This is the policy of what should happen to messages that fail. In this example we've used none, so messages that fail will still pass right on through. You can set it to quarantine or even reject as you gain confidence in your setup.

rua=mailto:dmarc@megsmicroprocessors.org

This specifies where you want DMARC reports to be sent. Each mail server that receives mail from your mail server will bundle up statistics and send them once a day to this address. The format is in XML (which won't be particularly easy to read), but there are free DMARC record parsers out there on the internet that you can use to decode the reports, like dmarcian.

That completes the puzzle. If you're still reading, then congratulations! Post in the comments and say hi :D We've climbed the SPF mountain and discovered how email servers validate who is allowed to send mail in the name of another domain. We've visited the DKIM signature fields and seen how the content of email can be checked to see if it's been altered during transit. Lastly, we took a stroll down DMARC lane to see how it's possible to be sure what other servers are doing with your mail, and how a large email server setup can implement DMARC, DKIM, and SPF more easily.

Of course, I'm not perfect - if there's something I've missed or got wrong, please let me know! I'll try to correct it as soon as possible.

Lastly, this is, as always, a starting point - not an ending point. An introduction if you will - it's up to you to research each technology more thoroughly - especially if you're thinking of implementing them yourself. I'll leave my sources at the bottom of this post if you'd like somewhere to start looking :-)

Art by Mythdael