Geetha Anne

Exploring Durable Execution with Python

What if your Python code could automatically resume after a crash? Learn how durable execution simplifies building resilient, long-running applications.

Exploring Durable Execution with Python
#1about 5 minutes

The challenge of managing modern distributed systems

Modern distributed systems are powerful but their complexity makes them prone to failures that are difficult to recover from.

#2about 2 minutes

Introducing Temporal for durable execution

Temporal.io is an open-source framework that simplifies complex systems and improves reliability through a concept called durable execution.

#3about 6 minutes

Understanding Temporal workflows and activities

Applications are built using deterministic workflows for business logic and activities for executing individual, potentially fallible tasks.

#4about 4 minutes

How durable execution handles process failures

Durable execution captures the complete state of a function, allowing it to be seamlessly migrated and resumed on another server after a crash.

#5about 4 minutes

Exploring the key capabilities of the Temporal framework

The framework includes built-in features like auto-save, native retries, durable timers, schedules, and signals for human-in-the-loop processes.

#6about 4 minutes

Understanding the architecture of a Temporal application

Developers deploy code to workers that poll the Temporal server for tasks, which in turn captures and stores the complete execution state.

#7about 5 minutes

Implementing a workflow with the Python SDK

A practical example shows how to define a workflow, create activities, implement worker logic, and use a client to send signals.

#8about 4 minutes

Using durable primitives with asyncio in Python

The Python SDK provides durable versions of asyncio primitives like timers, tasks, and cancellations that survive process crashes.

#9about 2 minutes

Advanced SDK features and activity execution styles

The Python SDK is backed by a Rust core and supports multiple activity styles including async, threaded, and multi-process executors for different use cases.

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Machine Learning Engineer

Picnic Technologies B.V.

Picnic Technologies B.V.
Amsterdam, Netherlands

Intermediate
Senior
Python
Structured Query Language (SQL)
+1

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