awst-austria / qa4sm-reader / 11274260107

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Required update to handle new QA4SM netCDF structure according to Jira-744 (#77)

* intial

* started adapting

* adapted existing code to properly handle temporal sub-windows, including renaming the output files and figure titles accordingly

* before testing

* fig titles and filenames now always contain the default or temporal sub-window case's name. also, maps are only created fo
r the default case

* intermediate saving

* added all code required to generate comparison boxplots

* fully integrated compariosn plots and all plots now have the logo instead of the watermark

* all statistics .csv files are now stroed in a dedicated zip archive

* intermediate commit

* Fix bugs with metadata plots

* automatic extraction of temporal sub-window names from provided netcdf file and enhanced type hints

* testing of tcol metrics plotting

* removed debugging statements, implemented bug fix for metadata plot generationwit tcol metrics

* comparison boxplots of tcol metrics are not created

* implemented saving of created figures in one go for multiple filetypes

* code for netcdf file transcription to new qa4sm nc structure

* removed accidentally staged restructured files

* implemented means for transcription for all test files

* added automatic netCDF file transcription prior to tests and corrected for temp. sub-win. dimension as additional item in `QA4SMImage.varnames` in `test_image.py::test_load_vars`

* pt2: added automatic netCDF file transcription prior to tests and corrected for temp. sub-win. dimension as additional item in `QA4SMImage.varnames` in `test_image.py::test_load_vars`

* netcdf_transcription.py and intra_annual_temp_windows.py now are part of the `qa4sm_reader` package, isntead of `qa4sm`. Further, the globals file was adapted accordingly and now contains all vars required. `qa4sm` imports these specific vars then from the `qa4sm_reader.globals` file. Lastly, `qa4sm_reader.img.QA4SMImg` wa... (continued)

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