In today's episode, Elixir Wizards Owen and Dan delve into the complexities of building advanced reporting features within software applications. They share personal insights and challenges encountered while developing reporting solutions for user-generated data, leveraging both Elixir/Phoenix and Ruby on Rails.
The discussion zeroes in on crucial data modeling and architectural decisions that enhance reporting efficiency and flexibility. Owen and Dan explore tactics like materialized views, event sourcing, and database triggers to optimize data handling while being mindful of UX elements like progress indicators and background job management.
They share insights on leveraging the Elixir/Beam ecosystem’s strengths—like concurrency and streamlined deployment—to tackle common reporting, caching, and integration challenges. The episode highlights the impact of reporting features across all aspects of a software application’s design and architecture.
Key topics discussed in this episode:
Reporting on assessment data, survey results, and user metricsDifferences between reporting and performance/error monitoringImplementing reporting in Elixir/Phoenix vs. Ruby on RailsDisplaying reports in web, printable, PDF, SVG, and CSV formatsChallenges of generating PDFs for large data setsStreaming CSV data directly to the clientHandling long-running report generation tasksProviding progress indicators and user notificationsStrategies for canceling or abandoning incomplete reportsTradeoffs of pre-calculating report data vs. real-time generationMaterializing views and denormalizing data for reportingExploring event sourcing patterns for reporting needsUsing database triggers and stored procedures for reportingBalancing data structure optimization for reports vs. day-to-day usageCaching report data for faster retrieval and renderingCharting and visualization integration in reporting systemsLinks mentioned:
Prometheus monitoring system & time series database https://prometheus.io/
Thinking Elixir "FLAME with Chris McCord" https://podcast.thinkingelixir.com/181
Phoenix LiveView Uploads https://hexdocs.pm/phoenix/file_uploads.html
https://hexdocs.pm/phoenix_live_view/Phoenix.LiveView.UploadWriter.html
Postgrex PostgreSQL driver for Elixir https://hexdocs.pm/postgrex/Postgrex.html
Ecto https://hexdocs.pm/ecto/Ecto.html
Heroku cloud application platform https://www.heroku.com/
Elixir Wizards S9E12 Marcelo Dominguez on Command and Query Responsibility Segregation https://smartlogic.io/podcast/elixir-wizards/s9-e12-marcelo-dominguez-cqrs/
Commanded Elixir CQRS/ES applications https://github.com/commanded/commanded
Tailwind CSS Framework https://github.com/tailwindlabs
Memcached https://memcached.org/
Redis https://redis.io/
Oban https://hexdocs.pm/oban/Oban.html
ETS https://hexdocs.pm/ets/ETS.html
Capistrano remote server automation and deployment tool https://capistranorb.com/