Merge pull request #334 from dirac-institute/proposals/kbi

New, parallel, KBMOD interface is added. Some input data source is "standardized" into individual KBMOD processable images. These images must contain a PSF, WCS, time, science image, mask and variance. Collections of such standardized units are put into a image collections, alongside various other user defined not mandatory metadata that help in sorting, contextualizing and selecting images that will be processed by the KBMOD search algorithm

setup.cfg

@@ -35,8 +35,10 @@ packages =
     kbmod.search
     kbmod.analysis
     kbmod.filters
+    kbmod.standardizers
+    kbmod.standardizers.fits_standardizers
 zip_safe = "False"
-install_requires = 
+install_requires =
     astropy>=5.1
     astroquery>=0.4.6
     matplotlib>=3.5
@@ -48,6 +50,7 @@ install_requires =
     jplephem
     PyYAML>=6.0
     chardet
+    astro_metadata_translator>=25.2023.2200
 
 [options.extras_require]
 analysis =

src/kbmod/__init__.py

@@ -5,9 +5,6 @@
 except ImportError:
     warnings.warn("Unable to determine the package version. " "This is likely a broken installation.")
 
-# lazy import analysis to arrest
-# loading large libraries in them
-# import the filters subdirectory
 from . import (
     analysis,
     analysis_utils,
@@ -18,3 +15,7 @@
     result_list,
     run_search,
 )
+
+from .search import PSF, RawImage, LayeredImage, ImageStack, StackSearch
+from .standardizers import Standardizer, StandardizerConfig
+from .image_collection import ImageCollection