Rev1 DB Model Deployment

• Initial code for in DB Model deployment
• Log_model_params logs only params (was metrics)
• Support for FloatType and DecimalType in context types
• More generalized way of determining the model stage of a Pipeline
• Default schema added for artifact storage
• insert_artifact() extended for mleap storage support
• Default schema for create_table uses current schema instead of SPLICE

1.0.6-k8

Deploy AzureML code fixes

Bug fix in mlmanager.start_run

1.0.5-k8

Update management.py (#29)

K8s Release 4

Added support for e-e MLManager in testing mode

K8s Release 3

Updated authentication using retrying and added support for in code model deployment

K8s Release 2

Bug fix in MLManager

First release of PySplice on K8s

Dbaas 2571 (#23)

* DBAAS-2387: Added createTable function to create a new schema.table from a dataframe

* DBAAS-2387: Added an optional upper param to insert, upsert and update in case of mixed case columns in SQL tables

* Added a replaceDataframeSchema function to properly set the case of each column name of the dataframe

* DBAAS-2387: fixed schema_table_name in params

* DBAAS-2387: Added 26 Unit Tests; Refactored Create Table Function; Refactored Tests

* removed pyc files and __pycache__ via gitignore

* removed pytest cache

* DBAAS-2387: removed changes from .gitignore

* DBAAS-2571: Updating MLManager to have new features released in MLFlow 1.0

* DBAAS-2571: More features for MLFlow 1.0 Upgrade; deprecated SpliceMLContext; Fixed specificity in Binary Classification Evaluator

* DBAAS-2571: Added Deploymenet to Sagemaker programmatically

* DBAAS-2571: Fixed minor bugs and renamed functions

* DBAAS-2571: Fixed typo in if-statement checking validity of MLFlow REST tracking endpoint URL

* DBAAS-2571: Added Governance for new runs as well as support for overriding username

* DBAAS-2571: Fixed get user function to be less verbose

* DBAAS-2571: Added more checks

* DBAAS-2571: Removed useless dependencies

* DBAAS-2571: Removed mutable initial argument

* DBAAS-2571: Fixed user governance

* DBAAS-2571: Added database store support via py4j for models & artifacts

* DBAAS-2571: Fixed typo in reset run

* DBAAS-2571: Updated JVM

* DBAAS-2571: Added Basic Auth to Job Initiation and added Azure Deployment

* DBAAS-2571: Added support for OneVsRest for Model Hyperparameter extraction

* Missing comma in dependencies

* Update setup.py

* Update setup.py

* Update context.py

Sandline DCOS release

This is a hard line for DCOS work. This will be functional for DCOS clusters and you can pull from this on new cluster creation. Moving forward, all work will be for kubernetes with the assumption of DB:2.8.0.1920+

First Production Release

Merge pull request #11 from splicemachine/DBAAS-2476/main

DBAAS-2476: missing import, print exceptions

MLManager Beta Updates

Fixed SpliceMLContext code, add safety check around cloud service usage.