Brightwind

Latest version: v2.2.1

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2.2.1

1. Bug fix some users encounter with `plot.plot_shear_time_of_day()` (Issue [429](https://github.com/brightwind-dev/brightwind/issues/429)).

2.2.0

1. Modify `Correl.OrdinaryLeastSquares()` to force the intercept to pass through the origin (Issue [412](https://github.com/brightwind-dev/brightwind/issues/412)).
1. Update `LoadBrightHub.get_data()` to use a new API (Issue [419](https://github.com/brightwind-dev/brightwind/issues/419)).
1. Added new function `LoadBrightHub.get_cleaning_log()` to pull the cleaning log for a particular measurement station on BrightHub (Issue [405](https://github.com/brightwind-dev/brightwind/issues/405)).
1. Added new function `LoadBrightHub.get_reanalysis()` to pull reanalysis datasets from BrightHub (Issue [431](https://github.com/brightwind-dev/brightwind/issues/431)).
1. Modify `load.apply_cleaning()` and `apply_cleaning_windographer()` to clean columns specified in cleaning file by
matching the sensor name from the beginning of the string. (Issue [249](https://github.com/brightwind-dev/brightwind/issues/249)).

2.1.0

1. Update behaviour of `time_continuity_gaps` to find any gap that
is not equal to the derived temporal resolution.
2. Added `data_resolution` argument to `average_data_by_period`, `monthly_means`, `coverage` and
`merge_datasets_by_period` functions (Issue [297](https://github.com/brightwind-dev/brightwind/issues/297))
3. Update to work with Pandas 1.3.2. This mostly includes depreciating pd.Timedelta and using pd.DateOffset instead. (Pull request [312](https://github.com/brightwind-dev/brightwind/pull/312)).
4. Update to work with Pandas 2.0.1, due to `date_format` input update for `pandas.to_datetime`. (Pull request [387](https://github.com/brightwind-dev/brightwind/issues/387)).
5. Update to work with matplotlib 3.5.2 and bug fix for plot_freq_distribution and dist functions (Issue [315](https://github.com/brightwind-dev/brightwind/issues/315)).
6. Update to work with numpy>=1.20.0 when pandas=0.25.3. (Issue [344](https://github.com/brightwind-dev/brightwind/issues/344)).
7. Addressed all Future and Deprecation warnings for matplotlib<=3.6.3, numpy<=1.24.1, pandas<=1.5.3. (Issue [356](https://github.com/brightwind-dev/brightwind/issues/356)).
8. In`Correl` fix issue when duplicate column names are sent to `SpeedSort` (Issue [304](https://github.com/brightwind-dev/brightwind/issues/304))
9. Added subplotting functionality to `sector_ratio` and improved user control of plotting (Issue [309](https://github.com/brightwind-dev/brightwind/issues/309))
10. Allow `dist()` function to take a pd.DataFrame so user can plot multiple distributions on the same plot. (Issue [264](https://github.com/brightwind-dev/brightwind/issues/264))
1. As part of this added subplotting functionality for bar plots
11. Allow `freq_table()` function to derive a seasonal adjusted frequency distribution if user sets 'seasonal_adjustment'
to true. (Issue [334](https://github.com/brightwind-dev/brightwind/issues/334))
1. As part of this, added 'monthly_coverage_threshold' option for the user to ensure good coverage months.
12. In `freq_table` added option to give as input target wind speed we want the mean frequency distribution to have
(Issue [269](https://github.com/brightwind-dev/brightwind/issues/269)).
13. Allow `freq_table` function to apply a `coverage_threshold` for both seasonal adjusted and base methods. (Issue [386](https://github.com/brightwind-dev/brightwind/issues/386))
14. Updated `plot_timeseries` to use a subplot function (`_timeseries_subplot`) and added arguments _x_label_, _y_label_, _x_tick_label_angle_,
_line_colors_, _legend_ and _figure_size_. (Issue [349](https://github.com/brightwind-dev/brightwind/issues/349)).
15. In `average_data_by_period()` fixed issue when wind direction average is derived for a period equal to the data resolution period
(Issue [319](https://github.com/brightwind-dev/brightwind/issues/319)).
16. In `average_data_by_period()` fixed issue when wind direction average is derived for a period equal to the data resolution period (Issue [319](https://github.com/brightwind-dev/brightwind/issues/319)).
17. Fixed bugs for `TI.by_speed` and `TI.by_sector` and added tests. Solved versions issue that were raised from Pandas 1.3.3. (Issue [317](https://github.com/brightwind-dev/brightwind/issues/317)).
18. Address errors and warnings generated for `Shear.TimeOfDay` and `Shear` when pandas >=1.0.0 (Issue [347](https://github.com/brightwind-dev/brightwind/issues/347)).
19. In `_calc_mean_speed_of_freq_tab` for `export_tab_file` fix issue around using wind speed bins less than 1 m/s (Issue [359](https://github.com/brightwind-dev/brightwind/issues/359)).
20. Update to work with versions 1.0 to 1.2 of IEA WIND Task 43 WRA Data Model (Issue [306](https://github.com/brightwind-dev/brightwind/issues/306)).
21. Updated `LoadBrightHub` URL and generalised functions used for connecting to BrightHub platform without using `boto3` (Issue [355](https://github.com/brightwind-dev/brightwind/issues/355)).
22. Removed hardcoded colours for `Shear.TimeOfDay` plots when `plot_type` is 'step' or 'line' and added a colour map. (Issue [376](https://github.com/brightwind-dev/brightwind/issues/376)).
23. Fixed bug for `SpeedSort` where the `sector_predict` function was not interpolating data using two fit lines. (Issue [377](https://github.com/brightwind-dev/brightwind/issues/377)).
24. Updated `_ColorPalette` to automatically update color_list, color_map, color_map_cyclical and adjusted lightness color variables when main colors (primary, secondary etc.) are changed. (Issue [381](https://github.com/brightwind-dev/brightwind/issues/381)).
25. Allow `momm` function to derive a seasonal adjusted mean of monthly mean, if user sets `seasonal_adjustment` to true, and allow to apply a `coverage_threshold` (Issue [298](https://github.com/brightwind-dev/brightwind/issues/298))
26. Updated `slice_data`, `offset_timestamps`, `_LoadBWPlatform.get_data` functions to use 'less than' data_to if provided as input. (Issue [385](https://github.com/brightwind-dev/brightwind/issues/385))

2.0.0

- Major changes, notably
- Incorporating the IEA WIND Task 43 WRA Data Model
- Adding APIs to pull data from the BrightHub platform www.brightwindhub.com
- Change license to MIT
- Correl - add linear regression by direction sector
- Correl - add different aggregation methods to both ref and target
- better function to average wind directions
- Bug fixes

1.0.0

- Initial release

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