#503: The PyArrow Revolution

#503: The PyArrow Revolution

Pandas is at a the core of virtually all data science done in Python, that is virtually all data science. Since it's beginning, Pandas has been based upon numpy. But changes are afoot to update those internals and you can now optionally use PyArrow. PyArrow comes with a ton of benefits including it's columnar format which makes answering analytical questions faster, support for a range of high performance file formats, inter-machine data streaming, faster file IO and more. Reuven Lerner is here to give us the low-down on the PyArrow revolution.

Episoder(523)

#18: Python Anti-patterns and other mistakes

#18: Python Anti-patterns and other mistakes

Often the most important lessons we learn is what NOT to do. Show #18 is all about BAD Python code and Python Antipatterns with Andreas Dewes. Listen in to learn about the "Empty Intern Except Block" and other dubious coding decisions!

28 Jul 201548min

#17: Python on bare metal with MicroPython

#17: Python on bare metal with MicroPython

How many layers of abstraction and indirection are between your python code and machine instructions? What if that number could be 1 and Python itself was the operating system? That would be so amazing, right?

21 Jul 201551min

#16: Python at Netflix

#16: Python at Netflix

Right now there is a chaos monkey running through AWS knocking over Netflix servers. But don't be alarmed! It's all part of the plan. This is Talk Python to Me with Roy Rapoport from Netflix and the topic is "Python at Netflix."

14 Jul 201556min

#15: Python at Spotify, PSF, and PyLadies

#15: Python at Spotify, PSF, and PyLadies

A strong community is one of Python's super-powers and that's what this episode of Talk Python To Me is all about! We speak with Lynn Root about her work with Python at Spotify, her role in the PSF as a Python Software Foundation board member, how she came to be the founder of PyLadies San Francisco, her talks and presentations, as well as some excellent open source work she is doing.

7 Jul 201549min

#14: Moving from PHP to Python 3 with Patreon

#14: Moving from PHP to Python 3 with Patreon

It's uncommon when technology and purpose combine to create something amazing. But that's exactly what's happening here a Patreon. Learn how they are using Python to enable an entirely new type of crowdsourcing for creative endeavours (podcasting, art, open source, and more).

30 Jun 201549min

#13: Flask web framework and much, much more

#13: Flask web framework and much, much more

Did you know that Flask has its origins in an April fools joke that unexpectedly took off? Listen in this week to hear about the history, current state, and future of Flask with its creator Armin Ronacher. You'll learn how he's using Python as the backend for a set of major computer games. His thoughts on the future of web development and HTTP 2. And why Rust is an amazing new language you should check out.

23 Jun 201550min

#12: Deep Dive into Modules and Packages

#12: Deep Dive into Modules and Packages

Quick: What's the difference between a module, a package, and packing in Python? Find out in this episode of Talk Python To Me. All Python programmers use the import statement, but do you really know how it works and what it allows? Join David and Michael to take a deep dive into diabolical issues related to modules, packages, and imports. When we're done, you'll finally be ready to unleash your million line micro framework on the world!

16 Jun 201552min

#11: PyImageSearch and Computer Vision

#11: PyImageSearch and Computer Vision

Does a computer see in color or black and white? It's time to find out on this episode of Talk Python to Me. Join Adrian Rosebrock as we talk about PyImageSearch, OpenCV, and building computer vision systems with Python and OpenCV.

9 Jun 201550min

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