PyCon.DE recap

AR, Karlsruhe, 2017

Place

Germany, near France border

The ZKM | Center for Art and the Media

pycon.de

@PyConDE

Keynotes

Neutrinos: who are you and if yes how many?

URL

Dask: Next Steps in Parallel Python

URL

Artificial Intelligence: Differentiating Hype and Real Value

URL

Great talks

Lift your Speed Limits with Cython

Step by step code optimization using Cython. First of all for NumPy, SciPy. Static typing speed ups. Using C lists and other C primitives.
Debugging Cython code.
Cython code compilation.

link

Hacking the Python AST

Python speaks German.
Grammars, AST, Bytecode.
Writing own flake8 plugins using AST processing.

link

pip install flake8-dissrespectful-code

Plugin ecosystems for Python web-applications

Django. Plugin system. Writing signals. Homemade entrypoint processing.

link

pip install cookiecutter

Deep learning. Bot detection. Events to check. Auto ban?

link

Basics about code refactoring. Refactoring order: integration tests, refactoring, unittests. Useless code. Naming problems. Complex code.

How to do a good talk.

link

Type hints.
Step by step how-to. Problems. Workarounds.
Mypy and linting.
TypedDictionaries.
NamedTuples with type hints

link

Really deeplearning framework: PyTorch.
Multilayer (up to 150+ layers) neural networks. Shortcuts in neural networks. NumPy on GPU computations.

link

First steps using Prometheus and Sentry in your apps.
Logging vs observing.
Format strings in py3.6

link

AST and Bytecode.
Weird Python code samples.
Classes are functions.
Local variables stored in dictionaries.

How to fuck up really good topic.

link

GraphQL vs Graphene
GraphQL vs RESTful
GraphiQL console
SQLAlcheme integration

We should try it.

link

In one row

• Selenium + PyTest + Headless Chromium = automatic screenshots
• plumbum for better subprocessing
• zest.releaser is a Debian's changelog alternative
• Function-as-a-service in one command line: firefly
• batou for automating web application deployment