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    "# Assist\n",
    "\n",
    "The `stackview.assist()` function allows to browse image processing functions. First, we need to import modules and functions we would like to browse through.\n",
    "\n",
    "Note: Not all functions are supported and may never be. stackview identifies compatible functions from parameters and parameter annotations."
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    "import stackview\n",
    "import napari_segment_blobs_and_things_with_membranes as nsbatwm\n",
    "import napari_simpleitk_image_processing as nsitk\n",
    "import skimage.filters as skfilters\n",
    "from pyclesperanto_prototype import voronoi_otsu_labeling, gauss_otsu_labeling, eroded_otsu_labeling, erode_connected_labels, label, \\\n",
    "                                    erode_labels, dilate_labels, opening_labels, closing_labels, smooth_labels\n",
    "\n",
    "import numpy as np\n",
    "from skimage.io import imread"
   ]
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    "We also create some images in variables which will later be offered in pulldowns."
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    "image1 = np.random.random((100, 100))\n",
    "image2 = np.random.random((150, 150))\n",
    "image3 = np.random.random((10, 150, 150))\n",
    "blobs = imread(\"data/blobs.tif\")\n",
    "binary = blobs > 120\n",
    "labels = label(binary)"
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    "dilated_labels = dilate_labels(labels, radius=7)"
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    "Next, we can use `stackview.assist` to list all functions that are accessible in `globals()`. If you search for specific functions, you can use the search field and enter terms such as `gauss` or `label` and the `Operation` pulldown will be filtered. stackview searches for this term in the function name and also in the docstring. Thus, you can also search for `nuclei` or `membrane` because some of the imported functions have these terms in their documentation."
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          "\u001b[1;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
          "File \u001b[1;32m~\\mambaforge\\envs\\bio39\\lib\\site-packages\\ipywidgets\\widgets\\interaction.py:239\u001b[0m, in \u001b[0;36minteractive.update\u001b[1;34m(self, *args)\u001b[0m\n\u001b[0;32m    237\u001b[0m     value \u001b[38;5;241m=\u001b[39m widget\u001b[38;5;241m.\u001b[39mget_interact_value()\n\u001b[0;32m    238\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mkwargs[widget\u001b[38;5;241m.\u001b[39m_kwarg] \u001b[38;5;241m=\u001b[39m value\n\u001b[1;32m--> 239\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mresult \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mf(\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mkwargs)\n\u001b[0;32m    240\u001b[0m show_inline_matplotlib_plots()\n\u001b[0;32m    241\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mauto_display \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mresult \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n",
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          "File \u001b[1;32m~\\mambaforge\\envs\\bio39\\lib\\site-packages\\napari_segment_blobs_and_things_with_membranes\\__init__.py:110\u001b[0m, in \u001b[0;36msplit_touching_objects\u001b[1;34m(binary, sigma)\u001b[0m\n\u001b[0;32m    108\u001b[0m blurred_distance \u001b[38;5;241m=\u001b[39m gaussian(distance, sigma\u001b[38;5;241m=\u001b[39msigma)\n\u001b[0;32m    109\u001b[0m fp \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mones((\u001b[38;5;241m3\u001b[39m,) \u001b[38;5;241m*\u001b[39m binary\u001b[38;5;241m.\u001b[39mndim)\n\u001b[1;32m--> 110\u001b[0m coords \u001b[38;5;241m=\u001b[39m \u001b[43mpeak_local_max\u001b[49m\u001b[43m(\u001b[49m\u001b[43mblurred_distance\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mfootprint\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfp\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mlabels\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mbinary\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    111\u001b[0m mask \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mzeros(distance\u001b[38;5;241m.\u001b[39mshape, dtype\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mbool\u001b[39m)\n\u001b[0;32m    112\u001b[0m mask[\u001b[38;5;28mtuple\u001b[39m(coords\u001b[38;5;241m.\u001b[39mT)] \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n",
          "File \u001b[1;32m~\\mambaforge\\envs\\bio39\\lib\\site-packages\\skimage\\_shared\\utils.py:157\u001b[0m, in \u001b[0;36mremove_arg.__call__.<locals>.fixed_func\u001b[1;34m(*args, **kwargs)\u001b[0m\n\u001b[0;32m    153\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(args) \u001b[38;5;241m>\u001b[39m arg_idx \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39marg_name \u001b[38;5;129;01min\u001b[39;00m kwargs\u001b[38;5;241m.\u001b[39mkeys():\n\u001b[0;32m    154\u001b[0m     \u001b[38;5;66;03m# warn that arg_name is deprecated\u001b[39;00m\n\u001b[0;32m    155\u001b[0m     warnings\u001b[38;5;241m.\u001b[39mwarn(warning_msg, \u001b[38;5;167;01mFutureWarning\u001b[39;00m,\n\u001b[0;32m    156\u001b[0m                   stacklevel\u001b[38;5;241m=\u001b[39mstacklevel)\n\u001b[1;32m--> 157\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m func(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n",
          "File \u001b[1;32m~\\mambaforge\\envs\\bio39\\lib\\site-packages\\skimage\\feature\\peak.py:271\u001b[0m, in \u001b[0;36mpeak_local_max\u001b[1;34m(image, min_distance, threshold_abs, threshold_rel, exclude_border, indices, num_peaks, footprint, labels, num_peaks_per_label, p_norm)\u001b[0m\n\u001b[0;32m    266\u001b[0m     coordinates \u001b[38;5;241m=\u001b[39m _get_high_intensity_peaks(image, mask,\n\u001b[0;32m    267\u001b[0m                                             num_peaks,\n\u001b[0;32m    268\u001b[0m                                             min_distance, p_norm)\n\u001b[0;32m    270\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m--> 271\u001b[0m     _labels \u001b[38;5;241m=\u001b[39m _exclude_border(\u001b[43mlabels\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mastype\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mint\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcasting\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43msafe\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m,\n\u001b[0;32m    272\u001b[0m                               border_width)\n\u001b[0;32m    274\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m np\u001b[38;5;241m.\u001b[39missubdtype(image\u001b[38;5;241m.\u001b[39mdtype, np\u001b[38;5;241m.\u001b[39mfloating):\n\u001b[0;32m    275\u001b[0m         bg_val \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mfinfo(image\u001b[38;5;241m.\u001b[39mdtype)\u001b[38;5;241m.\u001b[39mmin\n",
          "\u001b[1;31mTypeError\u001b[0m: Cannot cast array data from dtype('uint32') to dtype('int32') according to the rule 'safe'"
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