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Dask for coregistration#525

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ameliefroessl wants to merge 23 commits intoGlacioHack:mainGlacioHack/xdem:mainfrom ameliefroessl:optimized-memoryameliefroessl/xdem:optimized-memoryCopy head branch name to clipboard

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Commits on Jun 7, 2024

• feat: preprocess_coreg for xarray input

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  c193b20

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• feat: subsample with dask array

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• tests: test biascorr synthetic data for dask/ xarray

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• fix: calculating mask on the correct input

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  85b54ef

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• refactor: clearer mask

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• feat: dask version of meshgrid

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• feat: map_blocks for polyval2d

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• feat: apply() adapted to dask input

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  74e0981

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• fix: precommit

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  6be8a15

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• refactor: rename postprocessing function

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  044d6f0

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• fix: remove explicit cog paths and wrong default parameter

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• tests: create raster mask on the fly from vector data in xarray test data loading

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• fix: correct type for fit function parameters

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  110c6cb

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• fix: error with weights

  ameliefroessl

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  b46d20c

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• fix: calculate valid_mask from bias_var

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Commits on Jun 10, 2024

• refactor: generalized wrapper for fit functions to evaluate them chunked

  ameliefroessl

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  1d74be6

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• feat: map logic for _postprocess_coreg_apply_xarray

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• tests: remove unused mask_cog file reference

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Commits on Jun 11, 2024

• docs: cleaning up a bit

  ameliefroessl

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• docs: correct type hints

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• refactor: get_valid_data, mask_data and valid_data_darr for generalizability

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Commits on Jun 14, 2024

• fix: fixing pytest

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  3adb1b6

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• refactor: moving dask check out of if for general biascorr dask

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