Overview
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Explore IoTPy, a Python framework for building streaming applications, in this EuroPython 2020 conference talk. Learn how to leverage Python's vast library ecosystem to create concurrent, data-driven applications that process endless streams from sensors, social media, and other sources. Discover techniques for developing multithreaded, multicore, and distributed systems using streams and agents. Gain insights into overcoming the impedance mismatch between conventional terminating programs and perpetual streaming processes. Delve into topics such as agent actions, stream operations, functional streams, multicore and distributed setups, and practical examples like temperature simulations. Acquire the skills to efficiently handle real-time data analysis and control in IoT and other streaming contexts.
Syllabus
Intro
Why IoTPy
CSN
Stream Applications
Python
Agent
Agent Action
Agent quiescent
Agent active
Agent steps
Two identical agents
Streams
Acoustics
Code
Network Agents
Persistent Agent
Declaring Streams
Map Window
Functional Streams
Multicore
Distributed
Publisher
Mix and Match
Temperature Simulation
IoTPy Documentation
Streaming Frameworks
Books
Questions
Taught by
EuroPython Conference