Repository: OpenChemistry/stempy (language: python)

Issue:
Allow SparseArray input to radial_sum_sparse input
use SparseArray to automatically fill scan_shape and frame_shape

leave those as keywords for manual use cases and older code.


Discussion / hints:
> leave those as keywords for manual use cases and older code.

Im not sure if we should keep the old options. It is a similar argument to `com_sparse()` as to what to do with sparse data with multiple scans per position in the older format.
a potential simplification of this code is to utilize `stempy.image.create_stem_images`. Then we can optimize that code instead.

```python
stim.create_stem_images(sp, list(range(0,288)), list(range(1,289)), center=center) # here center is (col, row)
````


Fix patch:
diff --git a/examples/radial_sum_display.ipynb b/examples/radial_sum_display.ipynb
index d5636dfe..7a6694fa 100644
--- a/examples/radial_sum_display.ipynb
+++ b/examples/radial_sum_display.ipynb
@@ -14,11 +14,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
-    "%matplotlib widget\n",
+    "%matplotlib inline\n",
     "\n",
     "from pathlib import Path\n",
     "\n",
@@ -27,9 +27,9 @@
     "import numpy as np\n",
     "import h5py\n",
     "import ncempy.io as nio\n",
+    "import imageio\n",
     "\n",
     "import stempy.image as stim\n",
-    "from stempy.io.sparse_array import SparseArray\n",
     "import stempy.io as stio\n",
     "\n",
     "import ipywidgets as widgets\n",
@@ -40,7 +40,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -54,9 +54,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 11,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "No HAADF available\n",
+      "/global/cfs/projectdirs/ncemhub/distiller/counted/2022.02.22/data_scan354_th4.5_electrons.h5\n",
+      "File: /global/cfs/projectdirs/ncemhub/distiller/counted/2022.02.22/data_scan354_th4.5_electrons.h5\n",
+      "Initial scan dimensions = (256, 257)\n",
+      "Mean electrons per pattern: 1.0\n"
+     ]
+    }
+   ],
    "source": [
     "# Load a sparse 4D camera data set\n",
     "\n",
@@ -73,6 +85,11 @@
     "fname = dPath / fPath\n",
     "haadf_path = distiller_path / Path('dm4') / Path(date) / Path(f'scan{scan_num}.dm4')\n",
     "\n",
+    "# Local testing\n",
+    "scan_num = 186\n",
+    "scan_id = 1842\n",
+    "fname = Path(f'/mnt/nvme1/percius/stempy_tests_temp/data_scan{scan_num}_id{scan_id}_electrons.h5')\n",
+    "\n",
     "# Load the HAADF\n",
     "if haadf_path.exists():\n",
     "    haadf = nio.dm.dmReader(haadf_path)\n",
@@ -82,7 +99,7 @@
     "else:\n",
     "    print('No HAADF available')\n",
     "\n",
-    "sa = SparseArray.from_hdf5(dPath / fPath)\n",
+    "sa = stio.SparseArray.from_hdf5(fname)\n",
     "\n",
     "# Calculate number of electrons per pattern\n",
     "num_elec = 0\n",
@@ -100,16 +117,23 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Original scan dimensions = (256, 257)\n",
+      "Cropped scan dimensions = (128, 128)\n"
+     ]
+    }
+   ],
    "source": [
     "# Remove flyback and crop to a smaller area (if desired)\n",
-    "crop_dimensions = (256, 256) # (col, row)\n",
-    "\n",
-    "sa_crop = sa[:crop_dimensions[0], :crop_dimensions[1]] # crop\n",
+    "crop_dimensions = (128, 128) # (col, row)\n",
     "\n",
-    "sa_crop = sa[50:200,50:200,:,:]\n",
+    "sa_crop = sa[:crop_dimensions[0], :crop_dimensions[1],:,:] # crop\n",
     "\n",
     "print('Original scan dimensions = {}'.format(sa.scan_shape))\n",
     "print('Cropped scan dimensions = {}'.format(sa_crop.scan_shape))"
@@ -117,16 +141,36 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Center of pattern at 288, 280\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
-    "## Calculate a summed diffraction pattern\n",
+    "# Calculate a summed diffraction pattern\n",
     "dp = sa_crop[::1, ::1, :, :].sum(axis=(0, 1))\n",
     "\n",
     "# Set the center of the pattern\n",
     "center = stim.com_dense(dp) # center of intensity\n",
-    "center = (285, 287) # manual\n",
+    "center = (288, 280) # manual\n",
     "print('Center of pattern at {0[0]}, {0[1]}'.format(center))\n",
     "\n",
     "fg,ax = plt.subplots(1,1)\n",
@@ -137,30 +181,68 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "# Radial sum the sparse data\n",
     "bf_outer_angle = 10\n",
-    "\n",
-    "radial_sum = stim.radial_sum_sparse(sa_crop.data, sa_crop.scan_shape, sa_crop.frame_shape, center[::-1]) # center is (col,w row)\n",
-    "bf = radial_sum[:,:,0:bf_outer_angle].sum(axis=2)\n",
+    "radial_sum = stim.radial_sum_sparse(sa_crop, center=center) # here center is (col, row)\n",
+    "bf = radial_sum[:, :, 0:bf_outer_angle].sum(axis=2)\n",
     "\n",
     "fg,ax = plt.subplots(1, 2)\n",
     "ax[0].imshow(bf)\n",
     "ax[0].set(title='Bright field')\n",
-    "ax[1].plot(radial_sum.sum(axis=(0,1)))\n",
+    "ax[1].plot(radial_sum.sum(axis=((0,1))))\n",
     "ax[1].set(title='Radial sum of all positions', xlabel='scattering angle (pixel)')\n",
-    "ax[1].set_yscale('log')\n",
-    "fg.tight_layout()"
+    "ax[1].set_yscale('log')\n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "4c9fc42a1c3649a8b589365e8e7e1f79",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "interactive(children=(IntRangeSlider(value=(0, 50), description='VDF:', max=288), Output()), _dom_classes=('wi…"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 288x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "# Create interactive plot for BF and ADF images\n",
     "fg1, ax1 = plt.subplots(1,1,figsize=(4, 4))\n",
@@ -188,29 +270,13 @@
     "\n",
     "interactive(axUpdate, i=w1)"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import imageio\n",
-    "dd = np.zeros((radial_sum.shape[2]//5+1,radial_sum.shape[0],radial_sum.shape[1]))\n",
-    "qq = list(range(0,radial_sum.shape[2],5))\n",
-    "for ii in qq:\n",
-    "    im = np.sum(radial_sum[:,:,ii:ii+5],axis=2).astype(np.float32)\n",
-    "    im /= im.max()\n",
-    "    dd[ii//5,:,:] = im\n",
-    "imageio.mimsave(dPath / Path('scan{}_sums.tif'.format(scan_num)), dd)"
-   ]
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "stempy-jupyterlab",
+   "display_name": "stempy_v3",
    "language": "python",
-   "name": "stempy-jupyterlab"
+   "name": "stempy_v3"
   },
   "language_info": {
    "codemirror_mode": {
@@ -222,7 +288,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.3"
+   "version": "3.9.12"
   },
   "widgets": {
    "application/vnd.jupyter.widget-state+json": {
diff --git a/python/stempy/image/__init__.py b/python/stempy/image/__init__.py
index 1111d3f0..0f7434d3 100644
--- a/python/stempy/image/__init__.py
+++ b/python/stempy/image/__init__.py
@@ -462,7 +462,7 @@ def com_dense(frames):
     :type frames: numpy.ndarray (2D or 3D)
 
     :return: The center of mass along each axis of set of frames
-    :
+    :rtype: np.ndarray
 
     """
     # Make 3D if its only 2D
@@ -500,35 +500,31 @@ def calculate_sum_sparse(electron_counts, frame_dimensions):
     return dp
 
 
-def radial_sum_sparse(electron_counts, scan_dimensions, frame_dimensions,
-                      center):
-    """Radial sum of sparse (single) electron counted data
+def radial_sum_sparse(sa, center):
+    """Radial sum of sparse electron counted data
 
-    :param electron_counts: A vector of electron positions flattened. Each
-                            pixel can only be a 1 (electron) or a 0
-                            (no electron).
-    :type electron_counts: numpy.ndarray (1D)
-    :param scan_dimensions: The number of X and Y scan positions in pixels.
-    :type scan_dimensions: tuple of ints of length 2
-    :param frame_dimensions: The shape of the detector.
-    :type frame_dimensions: tuple of ints of length 2
+    :param sa: A SparseArray data set.
+    :type sa: stempy.io.SparseArray
     :param center: The center of the diffraction pattern in pixels.
     :type center: tuple of ints of length 2
 
-    :return: A ndarray of the radial sum of shape (scan_dimensions[0],
-             scan_dimensions[0], max(frame_dimensions/2)
+    :return: A ndarray of the radial sum of shape (scan_shape[0],
+             scan_shape[0], max(frame_dimensions)/2
     :rtype: numpy.ndarray
     """
-    num_bins = int(max(frame_dimensions) / 2)
-    r_sum = np.zeros((scan_dimensions[0] * scan_dimensions[1], num_bins),
-                     dtype='<u8')
-
-    for ii, ev in enumerate(electron_counts):
-        x, y = np.unravel_index(ev, frame_dimensions)
-        r = np.sqrt((x - center[0]) ** 2 + (y - center[1]) ** 2)
-        hh, hhx = np.histogram(r, bins=range(0, num_bins + 1))
-        r_sum[ii, :] = hh
-    r_sum = r_sum.reshape((scan_dimensions[0], scan_dimensions[1], num_bins))
+
+    num_bins = int(max(sa.frame_shape) / 2)
+    r_sum = np.zeros((sa.num_scans, num_bins), dtype='<i8')
+
+    for ii, frames in enumerate(sa.data):
+        # Loop over all scan positions
+        for jj, events in enumerate(frames):
+            # Loop over all frames in this scan position
+            x, y = np.unravel_index(events, sa.frame_shape)
+            r = np.sqrt((x - center[0]) ** 2 + (y - center[1]) ** 2)
+            hh, hhx = np.histogram(r, bins=range(0, num_bins + 1))
+            r_sum[ii, :] += hh
+    r_sum = r_sum.reshape((sa.scan_shape[0], sa.scan_shape[1], num_bins))
 
     return r_sum
 


Test patch:
diff --git a/tests/conftest.py b/tests/conftest.py
index 57f01f27..6108e3ab 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -60,6 +60,15 @@ def cropped_multi_frames_data_v3():
 
 # SparseArray fixtures
 
+@pytest.fixture
+def sparse_array_10x10():
+    aa = np.zeros((4, 3), dtype='object')
+    for ii in range(4):
+        aa[ii, 0] = np.array((0, 48, 72, 65))
+        aa[ii, 1] = np.array((0, 48, 72, 65))
+        aa[ii, 2] = np.array((0, 48, 72, 65))
+
+    return SparseArray(aa, (2, 2), (11, 11))
 
 @pytest.fixture
 def sparse_array_small(electron_data_small):
diff --git a/tests/test_image.py b/tests/test_image.py
index b3612788..f868ab77 100644
--- a/tests/test_image.py
+++ b/tests/test_image.py
@@ -1,6 +1,6 @@
 import numpy as np
 
-from stempy.image import com_dense, com_sparse
+from stempy.image import com_dense, com_sparse, radial_sum_sparse
 from stempy.io.sparse_array import SparseArray
 
 
@@ -35,3 +35,10 @@ def test_com_sparse(sparse_array_small, full_array_small):
             full_com[:, i, j] = com_dense(full_array_small[i, j])[:, 0]
 
     assert np.array_equal(com, full_com)
+
+
+def test_radial_sum_sparse(sparse_array_10x10):
+
+    rr = radial_sum_sparse(sparse_array_10x10, center=(5, 5))
+
+    assert np.array_equal(rr[0, 0, :], [0, 6, 0, 0, 3])