(Note: if you have a name correction, mail me… Lightning talks go very
Note two: look at the mp3 player for very small kids talk below. That one
Work of a data analyst – Sofia Kosoran
She talked yesterday about the difference between academia and industry.
She now told an experience she had at her job. She didn’t need deep learning
or other hard stuff. Just a few minutes with pandas and taking the max meant
that she became famous in her company 🙂
A linux firewall framework – Maximilian Wilhelm
Alff: a linux firewall framework. For instance for a distributed linux
firewall, based on a central point of truth/configuration. It knows about
network topology, services and security classes. You can extend it with python
If you don’t know iptables: don’t use this tool.
Introducing BiCDaS – Nils Hachmeister
BiCDaS: Bielefeld center for data science. It is a cross-section of different
parts of the university, it is an initiative coming out of a round table. So:
interdiciplinary. The participants come from all over the university: biology,
sociology, law, technical, IT, etc.
Something they aim at: data science oriented labs. And there’ll probably a
master degree program.
Exeptions: the missing how to – Malte Plath
Python exception handling: you can build your own. He likes to do that and he
categorizes them by caus*. Or by resolution: "can the application
recover?", "can the user fix something?".
Defining your own exceptions is good for handling known or anticipated
- Raise a custom exception that you expect the user can handle and catch it
later on and notify the user.
- If you don’t expect recovery, just let the exception bubble to the top.
Three things to google for more background:
- "error handling in the real world" (youtube)
- "solution oriented error handling europython 2014" (youtube)
- "designing error-handling for maximum usability in your application"
Salt and the kitchen (devops)
Infrastructure as code? So test it! For that he uses "kitchen", it comes
from the chef universe. It prepares VMs and you can run your tests on them.
There are kitchen provisioners for ansible, chef, puppet, salt stack, etc.
Drivers are vagrant (virtualbox/vmware), ec2, digitalocean, docker, etc.
The config is all in YAML.
testinfra is used to enable tests
written in python (py.test).
An mp3 player for very small kids – Eberhard Hansis
He has a kid of 3 years old that loves listening to music. Loaning your
smartphone isn’t always handy. So he build a mp3 player himself.
A box with a raspberry pi in it and an nfc reader. By placing a poker coin
with an nfc tag on top, a specific song is played. He even has a web interface
to reconfigure the nfc-to-song mapping.
See https://github.com/ehansis/nfcmusik, including a shopping list with the
components he used to build it.
Batou – Christian Theune
batou is something like ansible,
salt stack, etc…. Why another one? Well, it was started about the same time
as ansible 🙂
He likes opinionated software. He wants single-command stuff for this. There’s
a ./batou binary inside your project so there’s no bootstrapping and no
globally installed tools.
It is declarative.
At some point you need to actually do stuff. This is imperative. He uses
"components" for this with a .verify() and an .update() method.
GDPR, data privacy – Vikas Mishra
GDPR? A EU general data protection regulation. It is designed to harmonize
data privacy laws across Europe and should protect all EU citizens’ personal
Personal data? Name, address and unique identifying numbers (social security
number and so), for instance.
There are three key terms
- Processor: where the data is stored/handled/processed.
- Controller: who the customer entrusts the data to.
There are some rights:
- Right to be forgotten/erased.
- Access and rectification.
- Portability: you should be able to see (and export) the data someone has
He’s doing research on "aircloak": anonymized user data analytics. It tries to
provide real-time database anonymization for GDPR compliance.
Photo explanation: picture from our recent cycling holiday (NL+DE). Our bikes
while crossing a river.