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Changelog

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

Unreleased

  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #003399">&nbsp;ENHANCEMENT&nbsp;</span> Update CI Pipeline and dev dependencies, target Python 3.8 issue #154, by Andreas Schuderer.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: black">&nbsp;REMOVED&nbsp;</span> Drop support for Python 3.6, issue #154, by Andreas Schuderer.

1.1.0 (2021-12-13)

  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #339933">&nbsp;FEATURE&nbsp;</span> Add training metadata reporting and querying, issue #142, by Andreas Schuderer.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #339933">&nbsp;FEATURE&nbsp;</span> Add support for typed CSVs (option dtypes_path of FileDataSource <mllaunchpad.datasources.FileDataSource> and FileDataSink <mllaunchpad.datasources.FileDataSink>), issue #127, by Elisa Partodikromo.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #339933">&nbsp;FEATURE&nbsp;</span> Add Spark support (experimental), see examples/spark_datasource.py and issue #145, by Andreas Schuderer.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #003399">&nbsp;ENHANCEMENT&nbsp;</span> FileDataSink (csv, euro_csv, raw DataSink types) now attempts to create missing paths if required, issue #148, by Andreas Schuderer.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #993300">&nbsp;FIXED&nbsp;</span> Keep generated RAML files free of command line messages, issue #126, by Andreas Schuderer.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #993300">&nbsp;FIXED&nbsp;</span> Change default text file encoding to UTF-8 for config files, text_file Data Sources/Sinks and JSON model metadata. NOTE: If you have been using non-ASCII characters in any of the above, you will need to check that the encoding of the relevant existing file(s) is UTF-8. issue #128, by Andreas Schuderer.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #993300">&nbsp;FIXED&nbsp;</span> Explicitly support repeated query parameters (and array types like number[]) through RAML definition. Remove IP from training metadata due to problem on macOS Big Sur. Fix doc build by pinning Sphinx dependency docutils to version 0.17.1. issue #147, by Andreas Schuderer.

1.0.0 (2020-06-08)

  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #993300">&nbsp;FIXED&nbsp;</span> mllaunchpad --verbose now correctly logs DEBUG information, issue #119, by Andreas Schuderer.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #993300">&nbsp;FIXED&nbsp;</span> Fixed an issue where builtin DataSources could not be found when configured, issue #118, by Andreas Schuderer.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #993300">&nbsp;FIXED&nbsp;</span> Readthedocs now shows the up-to-date API docs <mllaunchpad>, issue #110, by Andreas Schuderer.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #003399">&nbsp;ENHANCEMENT&nbsp;</span> Added chunksize parameter for piecemeal data reading to builtin DataSources, issue #120, by Andreas Schuderer.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #339933">&nbsp;FEATURE&nbsp;</span> Added functionality to better support unit testing in model development (added optional parameters to mllaunchpad.train_model, mllaunchpad.retest and mllaunchpad.predict, added mllaunchpad.get_validated_config_str), issue #116, by Andreas Schuderer.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #339933">&nbsp;FEATURE&nbsp;</span> Added generic SqlDataSource for RedShift, Postgres, MySQL, SQLite, Oracle, Microsoft SQL (ODBC), and their dialects, issue #121, by Andreas Schuderer.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #003399">&nbsp;ENHANCEMENT&nbsp;</span> New command line interface (usage changes only slightly, see issue), issue #77, by Andreas Schuderer.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #003399">&nbsp;ENHANCEMENT&nbsp;</span> DataSource caching overhaul: data cached separately for different params <mllaunchpad.datasources.FileDataSource.get_dataframe>, configurable cache_size, issue #97, by Andreas Schuderer.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: black">&nbsp;REMOVED&nbsp;</span> Removed 'api:version:' (deprecated since 0.1.0) from configuration ('model:version:' is now the only location to specify both the model and the API version), issue #66, by Andreas Schuderer.

0.1.2 (2020-04-23)

  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #993300">&nbsp;FIXED&nbsp;</span> Oracle DataSource's get_dataframe now interprets Null as nan, issue #86, by Bob Platte.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #003399">&nbsp;ENHANCEMENT&nbsp;</span> Add a truckload of unit tests, issue #46, by Andreas Schuderer.

0.1.1 (2020-04-02)

  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #993300">&nbsp;FIXED&nbsp;</span> Fix missing classifiers on PyPI, by Andreas Schuderer.

0.1.0 (2020-04-02)

  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #993300">&nbsp;FIXED&nbsp;</span> Fix misleading error message at WSGI entry point if model could not be loaded, issue #61, by Bob Platte.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #993300">&nbsp;FIXED&nbsp;</span> Use correct reference to werkzeug's FileStorage, issue #63, by Andreas Schuderer.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #003399">&nbsp;ENHANCEMENT&nbsp;</span> Document DataSources and DataSinks, issue #88, by Andreas Schuderer.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #003399">&nbsp;ENHANCEMENT&nbsp;</span> Document configuration, issue #67, by Andreas Schuderer.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #003399">&nbsp;ENHANCEMENT&nbsp;</span> Add utility user function order_columns for enforcing equal data column order between data sources and API parameters, issue #37, by Andreas Schuderer.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #003399">&nbsp;ENHANCEMENT&nbsp;</span> Config file is now being checked for omitted required keys, PR #65, by Andreas Schuderer.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #339933">&nbsp;FEATURE&nbsp;</span> Add Impala DataSource (in examples), issue #4, by Elisa Partodikromo.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: orange">&nbsp;DEPRECATED&nbsp;</span> 'api:version:' to be removed from configuration ('model:version:' will be the only location to specify both the model and the API version), issue #66, by Andreas Schuderer.

0.0.7 (2020-01-28)

  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #993300">&nbsp;FIXED&nbsp;</span> Fix examples which could not be run on Windows, issue #34, by Andreas Schuderer.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #993300">&nbsp;FIXED&nbsp;</span> Correcting variable names in TEMPLATE_cfg.yml, issue #43, by Bart Driessen.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #993300">&nbsp;FIXED&nbsp;</span> Changed config fallback file name to the more ugly ./LAUNCHPAD_CFG.yml, direct commit, by Andreas Schuderer.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #993300">&nbsp;FIXED&nbsp;</span> Migrate from pipenv to pip with requirements/*.txt, issue #36, by Andreas Schuderer.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #003399">&nbsp;ENHANCEMENT&nbsp;</span> Extend documentation: getting started, use case, structure, deployment requirements, usage, issue #18, by Andreas Schuderer.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #003399">&nbsp;ENHANCEMENT&nbsp;</span> Improve contribution documentation, issue #35, by Gosia Rorat.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #339933">&nbsp;FEATURE&nbsp;</span> Added funcionality to include sub-config support, issue #28, by Elisa Partodikromo.
  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #339933">&nbsp;FEATURE&nbsp;</span> Added file upload support (multipart/form-data, experimental), PR #47, by Andreas Schuderer.

0.0.5 (2019-07-20)

  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #993300">&nbsp;FIXED&nbsp;</span> Link from GitHub README to documentation, issue #18, by Andreas Schuderer.

0.0.1 (2019-07-18)

  • <span style="font-family: Sans-Serif; font-size: 0.6em; color: white; font-weight: bold; padding: 0.05em; border-radius: 0.2em; display: inline-block; background-color: #339933">&nbsp;FEATURE&nbsp;</span> First release on PyPI, by Andreas Schuderer.