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Misc functions for IOOS notebooks

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Copyright (c) 2015 - 2017, Filipe Fernandes
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Description: utilities
=========

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IOOS/SECOORA utilities functions.
---------------------------------

A collection of misc functions used in IOOS/SECOORA notebooks.
Examples
`here <http://nbviewer.ipython.org/github/ioos/secoora/tree/master/notebooks/>`__
and
`here <http://nbviewer.ipython.org/github/ioos/system-test/tree/master/>`__.

Changelog
---------

Version 1.2.0

* Removed iris.FUTURE, they are all toggled by default now.
* Better error handling in `z_coord()`.
* Added an option to enter the mesh type `get_surface()`.
(Many datasets do not have the mesh type in the metadata.)

Version 1.1.1

* Fix misaligned table index when station name is absent in `collector2table`.

Version 1.1.0

* Use retrying to access SOS servers.

Version 1.0.1

* Fix folium args syntax

Version 1.0.0

* First oficial release

Version 0.5.0

* Faster `is_model`. (Bypass iris cube creation.)
* Using folium `v0.2.0` for maps.
* Re-incorporated tardis.py functions.
* Fixed pandas-syntax bug.
* No longer hard-code the log name in `start_log`.

Version 0.4.1

* Fix bug in simpler `fes_date_filter()` and re-introduced the `overlaps` and
`within` searches.

Version 0.4.0

* Simpler `fes_date_filter()`.
* Update to latest pandas syntax.
* Fix `get_coops_metadata()` to comply with latest Coops SensorML changes.

Version 0.3.0

* Added a new module for Quality Assurance and Quality Control `qaqc.py`:
`has_time_gaps()`, `is_monotonically_increasing()`, `is_flatline()`,
`is_spike()`, `threshold_series()`, `filter_spikes()`, and `tukey53H()`.
* Added `is_station()` for faster checks than`is_model()`.
* Several bug fixes (See https://github.com/ocefpaf/boston_light_swim/issues/5)
* Deprecate `sos_request()` in favor of `collector2table()` to get a list of
available stations in a `pyoos` `collector` object.
* Renamed `coops2df` to the more general `pyoos2df`
(downloads both Coops and NDBC).

Version 0.2.6

* Parse HTML station names strings.
* Added `fetch_range()`, `show_qr()`,`get_nbviewer()`, `save_html()`,
`start_log()`, `apply_skill()`, and `filter_series()`.
* Added `TaylorDiagram()` class.

Version 0.2.5

* Added more CF-names to the velocity list.
* Added ioos module with system-test functions.
* Replaced `get_coops_longName()` with `get_coops_metadata()`
* Added Root Mean Squared Error`rmse()` and all of sklearn.metrics
(`mean_absolute_error`, `mean_squared_error`, `median_absolute_error`,
`r2_score`, `explained_variance_score`).

Version 0.2.4

* Lazy import SciPy.
* Factored `iris_utis.py` out of the module.
* Fixed a bug in `ndbc2df()`.

Version 0.2.3

* `is_model()` now assumes that all "GRID" features that have the word AVHRR
are satellite data and not numerical models.

Version 0.2.2

* In-lining folium maps HTML because embed HTML fails with sub-directories.
* Removed `standardize_fill_value()` (See
https://github.com/SciTools/biggus/issues/94).
* More workarounds for `SciTools/iris#1568`

Version 0.2.1

* Added ESRI map and HF Radar map layers.
* Fixed bug in `subset()` when searching for model titles.
* Added workaround for `SciTools/iris#1568`

Version 0.2.0

* Replaces `get_cubes()` with `quick_load_cubes()` and `proc_cube()`.

Version 0.1.0

* Added a test module.
* style.css as default CSS.
* Many bug fixes.

Version 0.0.1

* First release

Keywords: oceanography,data analysis
Platform: any
Classifier: Development Status :: 4 - Beta
Classifier: Environment :: Console
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: License :: OSI Approved :: BSD License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python
Classifier: Topic :: Education
Classifier: Topic :: Scientific/Engineering

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