SQLFlow Parser Overview Design Choices Implementation Details Change TRAIN/PREDICT/EXPLAIN to TO TRAIN/TO PREDICT/TO EXPLAIN Third Party Parser API Call the Third-Party Parse...

SQLFlow Code Generator The High-level Design of the Code Generator Target Submitter Register Code Generator Interface Code Generation SQLFlow Code Generator SQLFlow is a com...

SQLFlow Overall Design What is SQLFlow Related Work Microsoft SQL Server Teradata SQL for DL Google BigQuery Design Goal Design Decisions Extended SQL Syntax System Archite...

Logs in SQLFlow Motivation Logging Libraries Log Formatter Log Categories Severity Levels Logs in SQLFlow Motivation In order to know well about the runtime status of the ...

ElasticDL on SQLFlow Overview User Interface Training Job Submission Prediction Job Submission Run-time Configurations Implementation Details Training Job Prediction Job Diff...

XGBoost on SQLFlow Introduction Usage The Code Generator XGBoost on SQLFlow Introduction This design explains how SQLFlow calls XGBoost for training models and prediction. ...

SQLFlow: Code Walkthrough User Experience System Implementation SQLFlow as a gRPC Server SQLFlow in the gRPC Server Minimal Viable Product Extensibility Job Management SQ...

XGBoost on SQLFlow Tutorial The Dataset Fit Boston Housing Dataset Predict the Housing Price XGBoost on SQLFlow Tutorial This is a tutorial on train/predict XGBoost model ...

SQLFlow Syntax Extension: TO RUN Data Transformation The Challenge Syntax Extension Run Any Program TO RUN Semantics The SELECT Prefix The INTO Suffix The Context Run a Py...

Argo Workflow on SQLFLow Motivations API Design Implementation Submit API Fetch API Pipe Message From a Workflow Step to Jupyter Notebook Retrieve Error Logs From a Failed Wo...