Vt parallise source detection (#523)

* Added method for cutout creation

* Added method to split image into multiple images for parallel source detection.

* Implemented parallelisaion of pybdsf

* Updated init for image.

* Implemented cut2d by astropy and added mosaicking with astropy.

* Added mosaicking.

* BUmb version.

* Added tests, improved descriptions.

* Fixed flake8.

* Fixed some mypy

* Started fixing mypy.

* Fixed a lot of mypy stuff.

* Fixed all mypy errors!

* Fixed mypy.

* Improved print statement.

* FIxed all mypy errors.

* Updated source detection notebook with better parameters.

* Fixed failing tests.

* Rerun notebook.

* Fixed

* Removed not passed parameters to dask, removed print statements.

* PR change requests by lukas.

* Added missing PR change requests.

* Refactored source detection based on feedback.

* Fixed failing tests and added PR feedback.

* Added idx list instead of hardcoded somewhere in the code.

* Added feeback.

* Added last PR feedback.

* Fixed reproject

* Fixed.

* Added better feedback incase detect sources was not called.

* Fixed wrong import.

* Improved plots.

* Rerun notebook with correct plot

* introduced source-detection-abc-interface to ensure type-safety

* fixed isort

---------

Co-authored-by: Lukas113 <[email protected]>
Co-authored-by: lukas.gehrig <[email protected]>

conda/meta.yaml

@@ -40,7 +40,7 @@ requirements:
     - pandas
     - psutil
     - rascil=1.0.0
-    - reproject
+    - reproject>=0.9,<=10.0
     - requests
     - scipy=1.10.1
     - ska-gridder-nifty-cuda=0.3.0

environment.yaml

@@ -27,7 +27,7 @@ dependencies:
   - pandas
   - psutil
   - rascil=1.0.0
-  - reproject
+  - reproject>=0.9,<=10.0
   - requests
   - scipy=1.10.1
   - ska-gridder-nifty-cuda=0.3.0