SD_Toolbox

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Added logic to handle the nearest neighbors for non-gridded data.

Now we also have unique stations and their mapping to the final stations.

Switched era5 msl key-value.
added gridded data test reading

updated progress extraction
added testing
  1. /trunk/doc/SDToolBox - Test Plan/testAntolinez
Modified code for stratified k-folds and created custom scorers.

Related to Issue [SDTOOLBOX-41]

    • -67
    • +68
    /trunk/SDToolBox/statistical_model.py
Corrected Robutness method.

Related to Issue [SDTOOLBOX-44]

    • -10
    • +82
    /trunk/SDToolBox/statistical_model.py
Enabled code for BIAS and Variance correlation.

Related to Issue [SDTOOLBOX-14]

robutness_metrics and headers for a few other functions.

Related to Issue [SDTOOLBOX-43]

    • -2
    • +45
    /trunk/SDToolBox/statistical_model.py
Implemented methods based on the scikit documentation.

Related to Issue [SDTOOLBOX-42]

    • -0
    • +32
    /trunk/SDToolBox/statistical_model.py
Time series splits.

Related to Issue [SDTOOLBOX-41]

    • -5
    • +34
    /trunk/SDToolBox/statistical_model.py
Fixed training / validation percentage. Added test.

Related to Issue [SDTOOLBOX-41]

Simple statistical model.

Related to Issue [SDTOOLBOX-41]

    • -0
    • +48
    /trunk/SDToolBox/statistical_model.py
Fixed returning NN masked indexes.

Related to Issue [SDTOOLBOX-35]

    • -60
    • +47
    /trunk/SDToolBox/extract_data.py
Fixed failing tests.
Now it is needed to explicity specify the model variable datatype.

Related to Issue [SDTOOLBOX-36]

Implemented logic for using a mask while applying nn.

* Extended NN algorithm with an eucledian approach.

* Moved input validations as they should not be in the constructor.

Related to Issue [SDTOOLBOX-35]

    • -17
    • +129
    /trunk/SDToolBox/extract_data.py
Removed unnecessary file.
Added aggregation methods. could not set the values correctly so we are returning the predictor in a tuple.

Related to Issue [SDTOOLBOX-32]

    • -59
    • +155
    /trunk/tests/test_predictor_definition.py
    • -59
    • +136
    /trunk/SDToolBox/predictor_definition.py
Fixed review remarks

Related to Issue [SDTOOLBOX-33]

Added input coordinates as lon lat dictionary with tests

Related to Issue [SDTOOLBOX-33]

    • -57
    • +218
    /trunk/tests/test_input_data.py
Added input coordinates as lon lat dictionary of arrays to be tested

Related to Issue [SDTOOLBOX-33]

Intermediate commit.

Related to Issue [SDTOOLBOX-32]

    • -190
    • +2
    /trunk/SDToolBox/data_processing.py
    • -159
    • +13
    /trunk/tests/test_data_processing.py
    • -0
    • +195
    /trunk/tests/test_predictor_definition.py
    • -0
    • +281
    /trunk/SDToolBox/predictor_definition.py
    • -0
    • +60
    /trunk/tests/TestHelper.py
added check on years InputData parameters to accept nparray as long as list

Related to Issue [SDTOOLBOX-34]

Fixed unit and system test for grid spatial resampling.

Related to Issue [SDTOOLBOX-28]

    • -4
    • +39
    /trunk/tests/test_data_processing.py
Reworked on the grid spatial resampling, fixed failing tests for time resampling.

Related to Issue [SDTOOLBOX-28]

    • -22
    • +11
    /trunk/SDToolBox/data_processing.py
    • -7
    • +114
    /trunk/tests/test_data_processing.py
Updated environment to include conda-netcdf4 which removes the hdf5 dependency.
Update of setup and environment to avoid HDF5 error on TeamCity
Fixed simple feature spatial resampling.

Related to Issue [SDTOOLBOX-28]

    • -16
    • +68
    /trunk/SDToolBox/data_processing.py
    • -9
    • +77
    /trunk/tests/test_data_processing.py
fixed compute PCA test

Related to Issue [SDTOOLBOX-30]

    • -25
    • +4
    /trunk/tests/test_data_processing.py