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Building an Outbound Reporting Pipeline

Blog post from Dagster

Post Details
Company
Date Published
Author
James Timmins
Word Count
2,717
Company Posts That Month
14
Language
English
Hacker News Points
-
Post removed?
No
Summary

A Dagster project is presented, which builds an outbound reporting pipeline for sending email reports with custom user-specific charts. The solution uses data engineering patterns to orchestrate the email delivery, making it straightforward to build and maintain. The pipeline consists of several assets, including `monthly_reservations`, `property_analytics`, and `historical_bar_charts`, each with its own logic and dependencies. The project also includes a job that wraps these assets and an op to send emails using a configurable resource called `EmailService`. To deploy the pipeline in production, considerations are made for data access, I/O Manager, fanning out or multi-partitioning, error handling, logging, and testing. The project showcases how Dagster can be used to build scalable and maintainable data pipelines.

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