| Using a Memory Profiler in Python & What It Can Teach You |
Have you used a memory profiler to gauge the performance of your Python application? Maybe you’re using it to troubleshoot memory issues when loading a large data science project. What could running a profiler show you about a codebase you’re learning? This week on the show, Pablo Galindo Salgado returns to talk about Memray, a powerful tracing memory profiler.
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The Dangers of
assert in Python
Did you know Python’s assert statement can lead to runtime security vulnerabilities? While there are safe ways to use assert, there are lots of unsafe ways to use it that can lead to a variety of convoluted problems.
DHRUV PATEL • Shared by Randall Degges
Try atoti, a Free Collaborative Python BI Analytics Platform
atoti is a BI analytics platform combining a python library and a web application helping Quants, Data Analyst, Data Scientist and Business Users to collaborate, analyze and translate their data into business KPIs →
Guido walks you through a single-table restaurant analogy to explain the complexity of semaphores in
asyncio. Details include the
TaskGroup context manager added in Python 3.11.
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Django Security Releases Issued: 4.1.2, 4.0.8, and 3.2.16
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Articles & Tutorials
Minimax in Python: Learn How to Lose the Game of Nim
The minimax algorithm can be used to find optimal strategies in many different games. In this tutorial, you’ll learn how to implement minimax in Python while playing the game of Nim. You’ll also learn how you can make the algorithm more efficient with alpha-beta pruning.
Build Enumerations of Constants With Python’s
In this tutorial, you’ll learn how to create and use enumerations of semantically related constants in Python. To do this, you’ll use the
Enum class and other related tools and types from the
enum module, which is available in the Python standard library.
Scout APM: Built For Developers, By Developers
Performance issues are a pain. But with Scout’s APM tool, you can pinpoint performance and stability issues in Python applications with ease. Scout’s tracing logic detects the exact line of code causing the performance abnormality—fixing the issue before customers ever notice →
Designing a Secure API
This article is an introduction to REST APIs. It describes five levels of implementation, versioning, query parameters, how your design effects the server side, and how to secure your end-points.
Building Scalable Data Streaming in Python
This step-by-step guide shows you the tools and tech you need to build a highly scalable data streaming pipeline in Python. It covers the use of Scrapy with Redis and a JSON based data flow.
Decision Trees in Python: Predicting Diabetes
This post shows you how to use the decision-trees algorithm with real-world data to predict cases of diabetes. Examples include the use of
12 Beginner Concepts About Type Hints
This article gives an overview of type hints: what they are and when you should use them. It starts with simple types and builds up to more complex definitions.
Ways to Introspect Python Objects at Runtime
Tips and tricks for inspecting Python objects and getting information about your code at runtime. Learn about built-in object methods and the
MARTIN HEINZ • Shared by Martin Heinz
Time Series Forecasting Methods - Free Article by InfluxData
Read an overview of what is time series analysis, time series forecasting methods, types of time series used for forecasting, and how to validate models.
Carefully Exploring Rust as a Python Developer
Karim writes about trying Rust programming as a 10+ years Python developer. He describes how to do common programming tasks and what the tooling looks like.
Discover SQLAlchemy: A Beginner Tutorial With Examples
In this SQLAlchemy tutorial, you will learn to access and run SQL queries on all types of relational databases using Python objects.
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matrix-webcam: Video Conference From Within the Matrix
DocArray: Nested, Unstructured Data
awesome-diagramming: List of Diagram Tools for Software
semantic-python-overview: List of Semantic Technologies
Django Consistency Model
GITHUB.COM/OCCIPITAL • Shared by Alex Liabakh