#425: Memray: The endgame Python memory profiler
Understanding how your Python application is using memory can be tough. First, Python has it's own layer of reused memory (arenas, pools, and blocks) to help it be more efficient. And many important P...
4 Aug 20231h 10min
#424: Shiny for Python
If you want to share your data science results as interactive web apps, you could learn Flask or Django and a bunch of other web technologies. Or, you could pick up one of the powerful frameworks for ...
27 Jul 20231h 4min
#423: Solving 10 different simulation problems with Python
Python is used for a wide variety of software projects. One area it's really gained a huge amount of momentum is in the computational space (including data science). On this episode we welcome back Al...
24 Jul 20231h 6min
#422: How data scientists use Python
Regardless of which side of Python, software developer or data scientist, you sit on, you surely know that data scientists and software devs seem to have different styles and priorities. But why? And ...
7 Jul 20231h 2min
#421: Python at Netflix
When you think of Netflix (as a technology company), you probably imagine them as cloud innovators. They were one of the first companies to go all-in on a massive scale for cloud computing as well as ...
2 Jul 20231h 4min
#420: Database Consistency & Isolation for Python Devs
When you use a SQL database like Postgres, you have to understand the subtleties of isolation levels from "read committed" to "serializable." And distributed databases like MongoDB offer a range of co...
26 Jun 202356min
#419: Debugging Python in Production with PyStack
Here's the situation. You have a Python app that is locked or even has completely crashed and all you're left with is a core dump on the server. Now what? It's time for PyStack! You can capture a view...
14 Jun 20231h 12min
#418: How To Keep A Secret in Python Apps
Think about the different APIs and databases your application works with. Every one of them requires either an API key or a database connection string that itself contains a password. How do you let y...
2 Jun 20231h 7min
