Release v0.82.1 · holukas/diive

v0.82.1 | 22 Sep 2024

Added notebook showing an example for LongTermGapFillingRandomForestTS (
notebooks/GapFilling/LongTermRandomForestGapFilling.ipynb)
Added notebook example for MeasurementOffset (notebooks/Corrections/MeasurementOffset.ipynb)

Added unittest for LongTermGapFillingRandomForestTS (
tests.test_gapfilling.TestGapFilling.test_gapfilling_longterm_randomforest)
Added unittest for WindDirOffset (tests.test_corrections.TestCorrections.test_winddiroffset)
Added unittest for DaytimeNighttimeFlag (tests.test_createvar.TestCreateVar.test_daytime_nighttime_flag)
Added unittest for calc_vpd_from_ta_rh (tests.test_createvar.TestCreateVar.test_calc_vpd)
Added unittest for percentiles101 (tests.test_analyses.TestAnalyses.test_percentiles)
Added unittest for GapFinder (tests.test_analyses.TestAnalyses.test_gapfinder)
Added unittest for SortingBinsMethod (tests.test_analyses.TestAnalyses.test_sorting_bins_method)
Added unittest for daily_correlation (tests.test_analyses.TestAnalyses.test_daily_correlation)
Added unittest for QuantileXYAggZ (tests.test_analyses.TestCreateVar.test_quantilexyaggz)
49/49 unittests ran successfully

Fixed bug that caused results from long-term gap-filling to be inconsistent despite using a fixed random state. I
found the following: when reducing features across years, the removal of duplicate features from a list of found
features created a list where the order of elements changed each run. This in turn produced slightly different
gap-filling results each time the long-term gap-filling was executed. Used Python version where this issue occurred
was 3.9.19.
- Here is a simplified example, where input_list is a list of elements with some duplicate elements:
- Running output_list = list(set(input_list)) generates output_list where the elements would have a different
  output order each run. The elements were otherwise the same, only their order changed.
- To keep the order of elements consistent it was necessary to output_list.sort().
- (diive.pkgs.gapfilling.longterm.LongTermGapFillingBase.reduce_features_across_years)
Corrected wind direction could be 360°, but will now be 0° (
diive.pkgs.corrections.winddiroffset.WindDirOffset._correct_degrees)

Full Changelog: v0.82.0...v0.82.1