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YouTube

Building a Multi-Purpose Platform for Bulk Data Using SQLAlchemy

EuroPython Conference via YouTube

Overview

Explore a conference talk on building a multi-purpose platform for handling bulk data using SQLAlchemy. Learn about an application architecture designed for multiple business domains, featuring a domain configuration that generates SQLAlchemy models and core statements. Discover how to process large amounts of data efficiently by leveraging SQLAlchemy's capabilities beyond the ORM. Gain insights into implementing reference finding, creating domain-specific models, and applying the platform to various industries such as retail and brewing. Examine code samples and discuss the benefits of using a flexible domain model with task-specific renderers for diverse data processing needs.

Syllabus

Intro
Let's Build... a Multi Domain Platform
Data Model for Pub
A CSV Delivery
One Task: Find References Between Objects
How To Implement Reference Finding? Core / ORM
Next Customer: A Brewery
Domain Model: The Lingo Package
Task Specific Model Renderers
Code Sample: Domain for Pub
Code Sample: Find References
Code Sample: Domain for Brewery
Discussion of Domain Model and Task Specific Renderers
Applications Of Domain Model

Taught by

EuroPython Conference

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