Surround v0.1.2

Added

• Create a @DataClass called SurroundConfig.
• Create a @DataClass called BaseConfig.
• Create a @config decorator that must be attached to custom Config classes.
• Create a function called load_config which allows for loading Hydra without using @hydra.main.

Changed

• Stop the Assembler class from requiring the config type to be class Config and change how properties are retrieved from the config instance.
• Remove legacy Config class.

Surround CLI v0.0.5

Changed

• Update templates to work with new integrated Hydra config.

Surround v0.1.1

Changed

• Remove report generator from generated project

Surround CLI v0.0.3

Fixed

• Added required directories to gitignore

Surround CLI v0.0.2

Fixed

• Added surround_cli to generated project requirements

Surround CLI v0.0.1

Changed

• Split Surround into library and CLI

Surround v0.1.0

Changed

• Split Surround into library and CLI

Version 0.0.15

Added

• Added license to setup.py
• Added docker file to the generated Surround projects for Jupyter support
• Added support for creating a versioned output folder for each run that stores the log files.

Changed

• Print available endpoints information to the console
• Updated the generated notebook to load data from a runner

Fixed

• Allow CI to trigger on forked repositories
• Linting issue in generated project

Version 0.0.14

Added

• Migrate from CirclieCI to Codefresh
• Use sqlite3 for doit database

Changed

• Simplify the assembler
• Add metrics to non predict pipelines
• Disable experimentation by default
• Add a description for the notebook task

Fixed

• Update about and getting started link

Version 0.0.13

• Override global config using decorator
• Import Config class in Assembler
• Access config via decorator in generated project
• ENHANCE: Add custom pylint check for print statements
• ENHANCE: Ignore scripts/spikes/notebooks while linting
• ENHANCE: Use pylint for Surround's linter
• Limit pushing logs to once every 5 seconds for cloud storage
• Set log level to INFO instead of DEBUG
• Reduce number of storage driver requests (for cloud)
• Implement GCloudStorageDriver
• Ensure all classes are represented as strings internally
• Remove unused dependencies from CI
• Update numpy, pandas to latest version
• Remove dependence on scikit learn
• Allow selection and removal of multiple experiments
• Allow projects to be deleted from Project Explorer
• Allow filtering logs page by message
• Implement ReportGenerator for generated projects
• Support multi-line logs in experiment log viewer
• Use Bulma for CSS styling of the experimentation pages
• Implement Experiment Web App (read-only version)
• Implement ExperimentReader
• ExperimentWriter unit tests
• FileStorageDriver unit tests
• Allow local storage experiments in Docker containers
• Add --note arg when running experiment
• Allow local Surround config to override global config
• Configure CLI tool for writing to local & global config files
• Set default experiment storage location to convention path
• Put remote data tool into single tool called store
• Create sub-directories locally when pulling files from remote
• Remove model remote type
• Add docstrings to data container tool and add to API reference
• Generate random UUID for identifier when generating metadata
• Hash contents of zip rather than the zip itself
• Implement DataContainer and Metadata classes
• Create data container bash script prototype