Update docs 0.11 (#118)

* Documentation for asdf_cut

* Remove anon from s3fs

astrocut/__init__.py

@@ -27,3 +27,4 @@ class UnsupportedPythonError(Exception):
     from .cutouts import fits_cut, img_cut, normalize_img  # noqa
     from .cutout_processing import (path_to_footprints, center_on_path,  # noqa
                                     CutoutsCombiner, build_default_combine_function)  # noqa
+    from .asdf_cutouts import asdf_cut, get_center_pixel  # noqa

astrocut/asdf_cutouts.py

@@ -16,40 +16,42 @@
 
 
 def _get_cloud_http(s3_uri: str) -> str:
-    """ Get the HTTP URI of a cloud resource from an S3 URI
+    """ 
+    Get the HTTP URI of a cloud resource from an S3 URI.
 
     Parameters
     ----------
     s3_uri : string
         the S3 URI of the cloud resource
     """
     # create file system
-    fs = s3fs.S3FileSystem(anon=True)
+    fs = s3fs.S3FileSystem()
 
     # open resource and get URL
     with fs.open(s3_uri, 'rb') as f:
         return f.url()
 
 
 def get_center_pixel(gwcsobj: gwcs.wcs.WCS, ra: float, dec: float) -> tuple:
-    """ Get the center pixel from a roman 2d science image
+    """ 
+    Get the center pixel from a Roman 2D science image.
 
     For an input RA, Dec sky coordinate, get the closest pixel location
     on the input Roman image.
 
     Parameters
     ----------
     gwcsobj : gwcs.wcs.WCS
-        the Roman GWCS object
+        The Roman GWCS object.
     ra : float
-        the input Right Ascension
+        The input right ascension.
     dec : float
-        the input Declination
+        The input declination.
 
     Returns
     -------
     tuple
-        the pixel position, FITS wcs object
+        The pixel position, FITS wcs object
     """
 
     # Convert the gwcs object to an astropy FITS WCS header
@@ -73,11 +75,12 @@ def get_center_pixel(gwcsobj: gwcs.wcs.WCS, ra: float, dec: float) -> tuple:
     return (row, col), wcs_updated
 
 
-def get_cutout(data: asdf.tags.core.ndarray.NDArrayType, coords: Union[tuple, SkyCoord],
-               wcs: astropy.wcs.wcs.WCS = None, size: int = 20, outfile: str = "example_roman_cutout.fits",
-               write_file: bool = True, fill_value: Union[int, float] = np.nan,
-               gwcsobj: gwcs.wcs.WCS = None) -> astropy.nddata.Cutout2D:
-    """ Get a Roman image cutout
+def _get_cutout(data: asdf.tags.core.ndarray.NDArrayType, coords: Union[tuple, SkyCoord],
+                wcs: astropy.wcs.wcs.WCS = None, size: int = 20, outfile: str = "example_roman_cutout.fits",
+                write_file: bool = True, fill_value: Union[int, float] = np.nan,
+                gwcsobj: gwcs.wcs.WCS = None) -> astropy.nddata.Cutout2D:
+    """ 
+    Get a Roman image cutout.
 
     Cut out a square section from the input image data array.  The ``coords`` can either be a tuple of x, y
     pixel coordinates or an astropy SkyCoord object, in which case, a wcs is required.  Writes out a
@@ -154,7 +157,8 @@ def get_cutout(data: asdf.tags.core.ndarray.NDArrayType, coords: Union[tuple, Sk
 
 
 def _write_fits(cutout: astropy.nddata.Cutout2D, outfile: str = "example_roman_cutout.fits"):
-    """ Write cutout as FITS file
+    """ 
+    Write cutout as FITS file.
 
     Parameters
     ----------
@@ -173,7 +177,8 @@ def _write_fits(cutout: astropy.nddata.Cutout2D, outfile: str = "example_roman_c
 
 
 def _slice_gwcs(gwcsobj: gwcs.wcs.WCS, slices: Tuple[slice, slice]) -> gwcs.wcs.WCS:
-    """ Slice the original gwcs object
+    """ 
+    Slice the original gwcs object.
 
     "Slices" the original gwcs object down to the cutout shape.  This is a hack
     until proper gwcs slicing is in place a la fits WCS slicing.  The ``slices``
@@ -211,7 +216,8 @@ def _slice_gwcs(gwcsobj: gwcs.wcs.WCS, slices: Tuple[slice, slice]) -> gwcs.wcs.
 
 
 def _write_asdf(cutout: astropy.nddata.Cutout2D, gwcsobj: gwcs.wcs.WCS, outfile: str = "example_roman_cutout.asdf"):
-    """ Write cutout as ASDF file
+    """ 
+    Write cutout as ASDF file.
 
     Parameters
     ----------
@@ -236,32 +242,33 @@ def _write_asdf(cutout: astropy.nddata.Cutout2D, gwcsobj: gwcs.wcs.WCS, outfile:
 def asdf_cut(input_file: str, ra: float, dec: float, cutout_size: int = 20,
              output_file: str = "example_roman_cutout.fits",
              write_file: bool = True, fill_value: Union[int, float] = np.nan) -> astropy.nddata.Cutout2D:
-    """ Preliminary proof-of-concept functionality.
+    """ 
+    Takes a single ASDF input file (`input_file`) and generates a cutout of designated size `cutout_size`
+    around the given coordinates (`coordinates`).
 
-    Takes a single ASDF input file (``input_file``) and generates a cutout of designated size ``cutout_size``
-    around the given coordinates (``coordinates``).
+    Preliminary proof-of-concept functionality.
 
     Parameters
     ----------
     input_file : str
-        the input ASDF file
+        The input ASDF file.
     ra : float
-        the Right Ascension of the central cutout
+        The right ascension of the central cutout.
     dec : float
-        the Declination of the central cutout
-    cutout_size : int, optional
-        the image cutout pixel size, by default 20
-    output_file : str, optional
-        the name of the output cutout file, by default "example_roman_cutout.fits"
-    write_file : bool, by default True
-        Flag to write the cutout to a file or not
-    fill_value: int | float, by default np.nan
-        The fill value for pixels outside the original image.
+        The declination of the central cutout.
+    cutout_size : int
+        Optional, default 20. The image cutout pixel size.
+    output_file : str
+        Optional, default "example_roman_cutout.fits". The name of the output cutout file.
+    write_file : bool
+        Optional, default True. Flag to write the cutout to a file or not.
+    fill_value: int | float
+        Optional, default `np.nan`. The fill value for pixels outside the original image.
 
     Returns
     -------
     astropy.nddata.Cutout2D:
-        an image cutout object
+        An image cutout object.
     """
 
     # if file comes from AWS cloud bucket, get HTTP URL to open with asdf
@@ -278,5 +285,5 @@ def asdf_cut(input_file: str, ra: float, dec: float, cutout_size: int = 20,
         pixel_coordinates, wcs = get_center_pixel(gwcsobj, ra, dec)
 
         # create the 2d image cutout
-        return get_cutout(data, pixel_coordinates, wcs, size=cutout_size, outfile=output_file,
-                          write_file=write_file, fill_value=fill_value, gwcsobj=gwcsobj)
+        return _get_cutout(data, pixel_coordinates, wcs, size=cutout_size, outfile=output_file,
+                           write_file=write_file, fill_value=fill_value, gwcsobj=gwcsobj)

astrocut/tests/test_asdf_cut.py

@@ -13,7 +13,7 @@
 from astropy.wcs.utils import pixel_to_skycoord
 from gwcs import wcs
 from gwcs import coordinate_frames as cf
-from astrocut.asdf_cutouts import get_center_pixel, get_cutout, asdf_cut, _slice_gwcs, _get_cloud_http
+from astrocut.asdf_cutouts import get_center_pixel, asdf_cut, _get_cutout, _slice_gwcs, _get_cloud_http
 
 
 def make_wcs(xsize, ysize, ra=30., dec=45.):
@@ -137,7 +137,7 @@ def test_get_cutout(output, fakedata, quantity):
         data = data.value
 
     # create cutout
-    cutout = get_cutout(data, skycoord, wcs, size=10, outfile=output_file)
+    cutout = _get_cutout(data, skycoord, wcs, size=10, outfile=output_file)
 
     assert_same_coord(5, 10, cutout, wcs)
 
@@ -185,7 +185,7 @@ def test_fail_write_asdf(fakedata, output):
         data, gwcs = fakedata
         skycoord = gwcs(25, 25, with_units=True)
         wcs = WCS(gwcs.to_fits_sip())
-        get_cutout(data, skycoord, wcs, size=10, outfile=output_file)
+        _get_cutout(data, skycoord, wcs, size=10, outfile=output_file)
 
 
 def test_cutout_nofile(make_file, output):
@@ -217,7 +217,7 @@ def test_cutout_poles(makefake):
     wcs = WCS(gwcs.to_fits_sip())
 
     # get cutout
-    cutout = get_cutout(data, cc, wcs, size=50, write_file=False)
+    cutout = _get_cutout(data, cc, wcs, size=50, write_file=False)
     assert_same_coord(5, 10, cutout, wcs)
 
     # check cutout contains all data
@@ -232,7 +232,7 @@ def test_fail_cutout_outside(fakedata):
 
     with pytest.raises(RuntimeError, match='Could not create 2d cutout.  The requested '
                        'cutout does not overlap with the original image'):
-        get_cutout(data, cc, wcs, size=50, write_file=False)
+        _get_cutout(data, cc, wcs, size=50, write_file=False)
 
 
 def assert_same_coord(x, y, cutout, wcs):
@@ -251,7 +251,7 @@ def test_partial_cutout(makefake, asint, fill):
 
     wcs = WCS(gwcs.to_fits_sip())
     cc = coord.SkyCoord(29.999, 44.998, unit=u.degree)
-    cutout = get_cutout(data, cc, wcs, size=50, write_file=False, fill_value=fill)
+    cutout = _get_cutout(data, cc, wcs, size=50, write_file=False, fill_value=fill)
     assert cutout.shape == (50, 50)
     if asint:
         assert -9999 in cutout.data
@@ -266,7 +266,7 @@ def test_bad_fill(makefake):
     wcs = WCS(gwcs.to_fits_sip())
     cc = coord.SkyCoord(29.999, 44.998, unit=u.degree)
     with pytest.raises(ValueError, match='fill_value is inconsistent with the data type of the input array'):
-        get_cutout(data, cc, wcs, size=50, write_file=False)
+        _get_cutout(data, cc, wcs, size=50, write_file=False)
 
 
 def test_cutout_raedge(makefake):
@@ -284,7 +284,7 @@ def test_cutout_raedge(makefake):
     wcs = WCS(gg.to_fits_sip())
 
     # get cutout
-    cutout = get_cutout(data, cc, wcs, size=100, write_file=False)
+    cutout = _get_cutout(data, cc, wcs, size=100, write_file=False)
     assert_same_coord(5, 10, cutout, wcs)
 
     # assert the RA cutout bounds are > 359 and < 0
@@ -299,7 +299,7 @@ def test_slice_gwcs(fakedata):
     skycoord = gwcsobj(250, 250)
     wcs = WCS(gwcsobj.to_fits_sip())
 
-    cutout = get_cutout(data, skycoord, wcs, size=50, write_file=False)
+    cutout = _get_cutout(data, skycoord, wcs, size=50, write_file=False)
 
     sliced = _slice_gwcs(gwcsobj, cutout.slices_original)
 
@@ -329,6 +329,6 @@ def test_get_cloud_http(mock_s3fs):
     http_uri = _get_cloud_http(s3_uri)
 
     assert http_uri == HTTP_URI
-    mock_s3fs.assert_called_once_with(anon=True)
+    mock_s3fs.assert_called_once_with()
     mock_fs.open.assert_called_once_with(s3_uri, 'rb')
     mock_file.url.assert_called_once()

docs/astrocut/file_formats.rst

@@ -39,6 +39,26 @@ it contains the name of the file the cutout comes from.
 
 
 
+ASDF Cutout Files
+==================
+
+ASDF files output by `asdf_cut` are a minimal tree structure that mirrors the format of the original Roman image file.
+
+.. code-block:: python
+
+    asdf_cutout = {
+        "roman": {
+            "meta": {
+                "wcs" - the gwcs of the cutout
+            },
+            "data" - the cutout data
+        }
+    }
+
+`wcs` is the original `gwcs` object from the input ASDF file that has been sliced into the shape of the cutout.
+
+
+
 Cube Files
 ==========
 

docs/astrocut/index.rst

@@ -17,15 +17,15 @@ Three main areas of functionality are included:
 
 
 
-FITS file image cutouts
+FITS File Image Cutouts
 =======================
 
 These functions provide general purpose astronomical cutout functionality for FITS files.
 There are two main cutout functions, `~astrocut.fits_cut` for creating cutout FITS files,
 and `~astrocut.img_cut` for creating cutout JPG or PNG files. An image normalization
 (`~astrocut.normalize_img`) function is also available.
 
-Creating FITS cutouts
+Creating FITS Cutouts
 ---------------------
 
 The function `~astrocut.fits_cut` takes one or more FITS files and performs the same cutout
@@ -107,7 +107,7 @@ The cutout(s) can also be returned in memory as `~astropy.io.fits.HDUList` objec
                   1  CUTOUT        1 ImageHDU        97   (100, 100)   float32
                 
 
-Creating image cutouts
+Creating Image Cutouts
 ----------------------
 
 The function `~astrocut.img_cut` takes one or more FITS files and performs the same cutout
@@ -179,7 +179,7 @@ the same Sector, camera, and CCD.
 If you are creating a small number of cutouts, the TESSCut web service
 may suit your needs: `mast.stsci.edu/tesscut <https://mast.stsci.edu/tesscut/>`_
 
-Making image cubes
+Making Image Cubes
 ------------------
 
 .. important::
@@ -250,7 +250,7 @@ The output image cube file format is described `here <file_formats.html#cube-fil
                 2                1 BinTableHDU    302   144R x 147C   [24A, J, J, J, J, J, J, D, 24A, J, 24A, 24A, J, J, D, 24A, 24A, 24A, J, D, 24A, D, D, D, D, 24A, 24A, D, D, D, D, D, 24A, D, D, D, D, J, D, D, D, D, D, D, D, D, D, D, D, D, J, J, D, J, J, J, J, J, J, J, J, J, J, D, J, J, J, J, J, J, D, J, J, J, J, J, J, D, J, J, J, J, J, J, D, J, J, J, J, J, J, J, J, 24A, D, J, 24A, 24A, D, D, D, D, D, D, D, D, J, J, D, D, D, D, D, D, J, J, D, D, D, D, D, D, D, D, D, D, D, D, 24A, J, 24A, 24A, J, J, D, 24A, 24A, J, J, D, D, D, D, J, 24A, 24A, 24A]  
 
 
-Making cutout target pixel files
+Making Cutout Target Pixel Files
 --------------------------------
 
 To make a cutout, you must already have an image cube from which to create the cutout.
@@ -356,10 +356,61 @@ Note that multithreading is disabled by default.
                 Total time: 7.8 sec
 
 
+
+ASDF File Cutouts
+===================
+
+The Nancy Grace Roman Space Telescope will store its data using the Advanced Scientific Data Format (ASDF). With the `asdf_cut` function, users can create cutouts of Roman mission products.
+
+Creating ASDF Cutouts
+----------------------
+
+The function `asdf_cut` performs a cutout of an ASDF file and returns the result as either a FITS file or an ASDF file. 
+The format of the cutout is determined by the filename extension of the `output_file` parameter. In the below example, a cutout is written as a FITS file. 
+The cutout FITS file format is described `here <file_formats.html#fits-cutout-files>`__.
+
+.. code-block:: python
+
+                >>> from astrocut import asdf_cut
+                >>> from astropy.coordinates import SkyCoord
+                >>> from astropy.io import fits
+                
+                >>> input_file = ""  # Path to local ASDF file or URI
+
+                >>> center_coord = SkyCoord("80.15189743 29.74561219", unit='deg')
+                
+                >>> cutout_file = asdf_cut(input_file, center_coord.ra, center_coord.dec, cutout_size=200, 
+                ...                        output_file="roman-demo.fits") #doctest: +SKIP
+
+                >>> cutout_hdulist = fits.open(cutout_file)  #doctest: +SKIP
+                >>> cutout_hdulist.info() #doctest: +SKIP
+                Filename: roman-demo.fits
+                No.    Name      Ver    Type      Cards   Dimensions   Format
+                  0  PRIMARY       1 PrimaryHDU      25   (200, 200)   float32 
+
+`asdf_cut` accepts S3 URIs to perform cutouts on ASDF files from the cloud.
+In this example, a cutout is performed on a cloud file and written as an ASDF file. The cutout ASDF file format is described `here <file_formats.html#asdf-cutout-files>`__.
+
+.. code-block:: python
+
+                >>> from astrocut import asdf_cut
+                >>> from astropy.coordinates import SkyCoord
+                
+                >>> s3_uri = "s3://..." # Complete URI
+
+                >>> center_coord = SkyCoord("80.15189743 29.74561219", unit='deg')
+                
+                >>> cutout_file = asdf_cut(s3_uri, center_coord.ra, center_coord.dec, cutout_size=200, 
+                ...                        output_file="roman-demo.asdf") #doctest: +SKIP
+
+When requesting a cutout that is partially outside of image bounds, the `fill_value` parameter is used to preserve the cutout shape and fill outside pixels.
+
+
+
 Additional Cutout Processing
 ============================
 
-Path-based cutouts
+Path-based Cutouts
 ------------------
 
 The `~astrocut.center_on_path` function allows the user to take one or more Astrocut cutout
@@ -436,7 +487,7 @@ cutout location/size(s) necesary to cover the entire path.
                   2  APERTURE      1 ImageHDU        97   (2136, 2078)   int32  
 
 
-Combining cutouts
+Combining Cutouts
 -----------------
 
 The `~astrocut.CutoutsCombiner` class allows the user to take one or more Astrocut cutout