Extending Python - What Is the Best Option for Me?
Explore options for extending Python with external libraries: Native Extensions, Ctypes, and CFFI. Learn principles of shared libraries and CPython internals for informed decision-making.
Scalable Realtime Architectures in Python
Explore scalable realtime architectures using Python with Storm, Kafka, and ZooKeeper. Learn about partitioning, retries, and idempotence for building robust, fault-tolerant systems that process continuous data streams.
Extending Scikit-Learn with Your Own Regressor
Learn to extend Scikit-Learn by implementing a robust Theil-Sen estimator, exploring its advantages over ordinary least squares and understanding Scikit-Learn's design and contribution process.
Traversing Mazes the Pythonic Way and Other Algorithmic Adventures
Explore graph algorithms through a Pythonic lens, focusing on maze traversal, efficient representations, and problem-solving techniques like backtracking and dynamic programming.
PyPy Status Talk - No No, PyPy Is Not Dead
Explore PyPy's latest developments, including JIT compiler, garbage collection, NumPy, Python 3 compatibility, CFFI, and STM research, showcasing its continued evolution and performance improvements.
Out-of-Core Columnar Datasets
Explore tabular data implementations in Python, comparing on-disk and in-memory solutions. Learn about performance impacts of row-wise vs column-wise storage, chunking, and compression for big data analysis.
A New Generation of Distributed Services Framework
Explore a distributed service-oriented platform for visual effects, covering setup, concurrency, componentization, and monitoring. Learn to build scalable systems for global collaboration.
DevOps Risk Mitigation - Test Driven Infrastructure
Learn to apply Test Driven Development principles to infrastructure services, mitigating risks in DevOps environments and improving quality through automated testing of critical systems.
Writing Awesome Command-Line Programs in Python
Learn to create robust command-line programs in Python, covering structure, libraries, and best practices for input/output, configuration, and user interfaces. Enhance your skills in developing efficient CLI tools.
Concurrent Programming with Python and My Little Experiment
Explore concurrent programming in Python, from asyncore to asyncio, and discover a unique experiment porting Go's concurrency model. Learn about various solutions and their implementations.
TDD is Not About Tests
Discover how to effectively use TDD to drive development, transform requirements into tests, and create efficient, readable code. Learn techniques for better refactoring and test effectiveness.
Frontera - Open Source Large-Scale Web Crawling Framework
Introduction to Frontera, an open-source framework for building large-scale web crawlers. Learn about its features, architecture, and how to create distributed crawlers using Scrapy, Kafka, and HBase.
Lessons Learned About Testing and TDD
Insights on testing and TDD from Sardinia Radio Telescope development. Explores functional, integration, and unit tests, best practices, and lessons learned for robust software production.
Extending and Embedding Ansible with Python
Aprenda a extender y embeber Ansible con Python, explorando la API, creación de módulos, scripts de inventario dinámico y plugins para mejorar la automatización y gestión de configuraciones.
Python and Elasticsearch 101
Explore Python integration with Elasticsearch for versatile data storage and retrieval, from IoT device metrics to business events, with insights on schema, querying, and administration.
Continuous Deployment for Webapps Based on Django
Learn to implement continuous deployment for Django webapps using open-source tools. Discover how to automate code changes, overcome challenges, and deploy features multiple times daily.
AsyncIO Community, One Year Later
Explore asyncio's growth since Python 3.4: thriving community, diverse libraries, production use cases, and performance insights. Learn about its evolution and ecosystem.
Python in the Sky - In-Flight Entertainment with Python
Explore building a Python-based in-flight entertainment system, addressing unique challenges at 10,000 meters and discussing architecture decisions for eventual connectivity.
The Salt Route
Explore DevOps best practices and common pitfalls in configuration management, server provisioning, and Django deployment using SaltStack, based on PeopleDoc's startup experience.
Parallelism Shootout - Threads vs Asyncio vs Multiple Processes
Explore threading, multiprocessing, and asyncio for efficient parallel data downloading. Compare mechanics and performance of each approach for handling numerous URLs.
A Pythonic Approach to Continuous Delivery
Explore a Pythonic approach to continuous delivery, bridging the gap between development and operations using open-source tools like Ansible, Devpi, and Jenkins for efficient software deployment.