Mllaunchpad

Latest version: v1.1.0

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1.0.0

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* |Fixed| ``mllaunchpad --verbose`` now correctly logs DEBUG information,
`issue 119 <https://github.com/schuderer/mllaunchpad/issues/119>`_,
by `Andreas Schuderer <https://github.com/schuderer>`_.
* |Fixed| Fixed an issue where builtin DataSources could not be found when configured,
`issue 118 <https://github.com/schuderer/mllaunchpad/issues/118>`_,
by `Andreas Schuderer <https://github.com/schuderer>`_.
* |Fixed| Readthedocs now shows the up-to-date :doc:`API docs <mllaunchpad>`,
`issue 110 <https://github.com/schuderer/mllaunchpad/issues/110>`_,
by `Andreas Schuderer <https://github.com/schuderer>`_.
* |Enhancement| Added ``chunksize`` parameter for piecemeal data reading to builtin DataSources,
`issue 120 <https://github.com/schuderer/mllaunchpad/issues/120>`_,
by `Andreas Schuderer <https://github.com/schuderer>`_.
* |Feature| Added functionality to better support unit testing in model development
(added optional parameters to :meth:`mllaunchpad.train_model`, :meth:`mllaunchpad.retest`
and :meth:`mllaunchpad.predict`, added :meth:`mllaunchpad.get_validated_config_str`),
`issue 116 <https://github.com/schuderer/mllaunchpad/issues/116>`_,
by `Andreas Schuderer <https://github.com/schuderer>`_.
* |Feature| Added generic SqlDataSource for RedShift, Postgres, MySQL, SQLite, Oracle,
Microsoft SQL (ODBC), and their dialects,
`issue 121 <https://github.com/schuderer/mllaunchpad/issues/121>`_,
by `Andreas Schuderer <https://github.com/schuderer>`_.
* |Enhancement| New command line interface (usage changes only slightly, see issue),
`issue 77 <https://github.com/schuderer/mllaunchpad/issues/77>`_,
by `Andreas Schuderer <https://github.com/schuderer>`_.
* |Enhancement| DataSource caching overhaul: data cached separately for different
:meth:`params <mllaunchpad.datasources.FileDataSource.get_dataframe>`,
configurable ``cache_size``,
`issue 97 <https://github.com/schuderer/mllaunchpad/issues/97>`_,
by `Andreas Schuderer <https://github.com/schuderer>`_.
* |Removed| 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 <https://github.com/schuderer/mllaunchpad/issues/66>`_,
by `Andreas Schuderer <https://github.com/schuderer>`_.

0.1.2

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* |Fixed| Oracle DataSource's ``get_dataframe`` now interprets ``Null`` as ``nan``,
`issue 86 <https://github.com/schuderer/mllaunchpad/issues/86>`_,
by `Bob Platte <https://github.com/bobplatte>`_.
* |Enhancement| Add a truckload of unit tests,
`issue 46 <https://github.com/schuderer/mllaunchpad/issues/46>`_,
by `Andreas Schuderer <https://github.com/schuderer>`_.

0.1.1

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* |Fixed| Fix missing classifiers on PyPI,
by `Andreas Schuderer <https://github.com/schuderer>`_.

0.1.0

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* |Fixed| Fix misleading error message at WSGI entry point if model could
not be loaded,
`issue 61 <https://github.com/schuderer/mllaunchpad/issues/61>`_,
by `Bob Platte <https://github.com/bobplatte>`_.
* |Fixed| Use correct reference to werkzeug's FileStorage,
`issue 63 <https://github.com/schuderer/mllaunchpad/issues/63>`_,
by `Andreas Schuderer <https://github.com/schuderer>`_.
* |Enhancement| Document DataSources and DataSinks,
`issue 88 <https://github.com/schuderer/mllaunchpad/issues/88>`_,
by `Andreas Schuderer <https://github.com/schuderer>`_.
* |Enhancement| Document configuration,
`issue 67 <https://github.com/schuderer/mllaunchpad/issues/67>`_,
by `Andreas Schuderer <https://github.com/schuderer>`_.
* |Enhancement| Add utility user function ``order_columns`` for enforcing equal
data column order between data sources and API parameters,
`issue 37 <https://github.com/schuderer/mllaunchpad/issues/37>`_,
by `Andreas Schuderer <https://github.com/schuderer>`_.
* |Enhancement| Config file is now being checked for omitted required keys,
`PR 65 <https://github.com/schuderer/mllaunchpad/pull/65>`_,
by `Andreas Schuderer <https://github.com/schuderer>`_.
* |Feature| Add Impala DataSource (in examples),
`issue 4 <https://github.com/schuderer/mllaunchpad/issues/4>`_,
by `Elisa Partodikromo <https://github.com/planeetjupyter>`_.
* |Deprecated| '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 <https://github.com/schuderer/mllaunchpad/issues/66>`_,
by `Andreas Schuderer <https://github.com/schuderer>`_.

0.0.7

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* |Fixed| Fix examples which could not be run on Windows,
`issue 34 <https://github.com/schuderer/mllaunchpad/issues/34>`_,
by `Andreas Schuderer <https://github.com/schuderer>`_.
* |Fixed| Correcting variable names in TEMPLATE_cfg.yml,
`issue 43 <https://github.com/schuderer/mllaunchpad/issues/43>`_,
by `Bart Driessen <https://github.com/Bart92>`_.
* |Fixed| Changed config fallback file name to the more ugly ./LAUNCHPAD_CFG.yml,
`direct commit <https://github.com/schuderer/mllaunchpad/commit/c012ee6a27f2da0cd9a7b57ab5aebf3257a71ffa>`_,
by `Andreas Schuderer <https://github.com/schuderer>`_.
* |Fixed| Migrate from ``pipenv`` to ``pip`` with ``requirements/*.txt``,
`issue 36 <https://github.com/schuderer/mllaunchpad/issues/36>`_,
by `Andreas Schuderer <https://github.com/schuderer>`_.
* |Enhancement| Extend documentation: getting started, use case, structure,
deployment requirements, usage,
`issue 18 <https://github.com/schuderer/mllaunchpad/issues/18>`_,
by `Andreas Schuderer <https://github.com/schuderer>`_.
* |Enhancement| Improve contribution documentation,
`issue 35 <https://github.com/schuderer/mllaunchpad/issues/35>`_,
by `Gosia Rorat <https://github.com/gosiarorat>`_.
* |Feature| Added funcionality to include sub-config support,
`issue 28 <https://github.com/schuderer/mllaunchpad/issues/28>`_,
by `Elisa Partodikromo <https://github.com/planeetjupyter>`_.
* |Feature| Added file upload support (multipart/form-data, experimental),
`PR 47 <https://github.com/schuderer/mllaunchpad/pull/47>`_,
by `Andreas Schuderer <https://github.com/schuderer>`_.

0.0.5

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* |Fixed| Link from GitHub README to documentation,
`issue 18 <https://github.com/schuderer/mllaunchpad/issues/18>`_,
by `Andreas Schuderer <https://github.com/schuderer>`_.

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