Design

Table of contents

• SQLFlow Overall Design
• SQLFlow Parser
• Submitter
• Piping Responses
• Intermediate Representation
• Compatibility with Various SQL Engines
• ALPS Submitter
• Explain the Machine Learning Model in SQLFlow
• XGBoost on SQLFlow
• SQLFlow Authentication and Authorization
• Clustering in SQLFlow to Analyze Patterns in Data
• Define Models for SQLFlow
• ElasticDL on SQLFlow
• Training and Validation
• Information Necessary for Code Generators in SQLFlow
• Feature Derivation
• Closing the Producer Goroutine from the Consumer
• Model Zoo
• Workflow Package
• SQL Program Dependency Analyze
• Show Train Statement in SQLFlow
• Model Market
• Logs in SQLFlow
• Auto Hyperparameter Tuning
• Argo Workflow on SQLFLow
• Comparisons of How to Contribute Models Designs
• Diagnostic Attribute Error
• Extend the SPARSE Column Transformer to Load Sparse Vectors in Different Data Formats
• Feature Column Support in SQLFlow XGBoost models
• Get the Model Metadata When Generating Prediction Workflow Codes
• Mathematical Programming Solver with SQLFlow
• Model Metadata Storage
• Redesign the Numeric Column Clause in SQLFlow
• SQLFlow Code Generator
• SQLFlow Command Line Interface
• SQLFlow Command-line Support Model Zoo Commands
• SQLFlow Playground Server
• SQLFlow Syntax Extension: TO RUN