v2.4.1

Fri Jul 05 2024

New Features

API

  • File Upload to Postgres: You can now push and upload files directly to Postgres via Pub/Sub.

Bug Fixes

API

  • Memory Optimization: Reduced Postgres memory usage for improved performance.
  • Enhanced Query Efficiency: Improved the distinct column query performance.
  • Future Data Extrapolation: Fixed the dashboard to correctly extrapolate data into the far future.
  • Background Processing: Attribution submissions now run in the background.
  • Fallback References: Implemented fallback for reference points.
  • Prediction Accuracy: Corrected errors in prediction data to ensure accurate results.
  • S3 Upload Fix: Resolved issues with S3 uploads.
  • Deploy Message Standardization: Deployment commit messages now follow semantic versioning.
  • Worker Runner Addition: Added a new worker runner for better task management.

UI

  • Constraint Renaming: Renamed "equality" and "inequality" constraints for clarity.
  • Duplicate Column Removal: Removed duplicate column names to streamline data display.
  • Competitor Data Visualization: Added competitor-related plots to attribution dashboards for enhanced insights.
  • Clickable Link Fix: Corrected the prefix for clickable names in links.
  • Dataset Button Behavior: The 'Create Dataset' button now indicates when a job is still being submitted.
  • Extended Data Types: Added more data types to the dataTypeWPrice variable.
  • Insight Tab Performance: Improved performance by waiting for attribution-type checking before rendering content.
  • Media Diversity Table: Enhanced the table for media diversity on the overview tab, including logic for non-existent media.
  • Number Checking Enhancement: Improved number checking to allow 0 as a valid input.
  • Attribution State Handling: Better handling of running states for some attributions.
  • Data Sync and Polling: Added polling and synchronization for right table data and prefill check statuses.
  • Brand/Macro Grouping: Implemented proper grouping for brand/macro data over time.

These updates focus on improving the functionality, performance, and user experience of our platform, ensuring smoother operations and more accurate data handling for your marketing mix modeling tasks.