Release v0.1.0-rc.1

SQLFlow release v0.1.0-rc.1 is the first release candidate of SQLFlow.

The current version includes the following features:

• Database Support
  • MySQL
  • Hive: gohive
  • MaxCompute: gomaxcompute
• Machine Learning Systems and Models Support
  • Tensorflow Pre-made estimators.
  • Custom Keras Model: contribute_models.md
  • Xgboost models: #765
• Feature Columns Supported When Using Tensorflow or Keras Models:
  • numeric_column
  • bucket_column
  • cross_column
  • category_id_column
  • sequence_category_id_column
• Column Data Type Support:
  • FLOAT/INT/BIGINT
  • VARCHAR/TEXT
    • CSV formatted DENSE Tensor
    • CSV formatted SPARSE Tensor
• Support Standalone Deployment and Session support: #531
• Deploy on Kubernetes Cluster: #537
• Unsupervised Training with Clustering Model: #737
• Analyze the Machine Learning Mode: analyzer_design.md