{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Mesh subregions\n", "\n", "Often we need to define subregions in the mesh. For instance, this can be useful when we have two or more different materials in our mesh and it can make our life easier later when we start defining fields and assigning different parameters to different subregions.\n", "\n", "As before, the region of the mesh we are going to use as an example is:\n", "\n", "$$\\mathbf{p}_{1} = (0, 0, 0)$$\n", "$$\\mathbf{p}_{2} = (l_{x}, l_{y}, l_{z})$$\n", "\n", "with $l_{x} = 100 \\,\\text{nm}$, $l_{y} = 50 \\,\\text{nm}$, and $l_{z} = 20 \\,\\text{nm}$, and we discretise it with cell $(5\\,\\text{nm}, 5\\,\\text{nm}, 5\\,\\text{nm})$.\n", "\n", "Subregions in the mesh are defined by passing `subregions` attribute. It is a Python dictionary, whose keys are the names of subregions, whereas the values are the subregion objects. Names of subregions must be valid Python variable name strings (no spaces, no dashes, etc.) and the subregions are the region objects we introduced already.\n", "\n", "As an example, let us say we have two subregions of the same size, stacked on top of each other in the z-direction. More precisely, points `p1` and `p2` of two subregions would be:\n", "\n", "**Subregion 1:**\n", "\n", "$\\mathbf{p}_{1} = (0, 0, 0)$\n", "\n", "$\\mathbf{p}_{2} = (l_{x}, l_{y}, l_{z}/2)$\n", "\n", "**Subregion 2:**\n", "\n", "$\\mathbf{p}_{1} = (0, 0, l_{z}/2)$\n", "\n", "$\\mathbf{p}_{2} = (l_{x}, l_{y}, l_{z})$\n", "\n", "Let us name our subregions 1 and 2 to be \"bottom_subregion\" and \"top_subregion\". Accordingly, subregions dictionary is:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import discretisedfield as df\n", "\n", "lx, ly, lz = 100e-9, 50e-9, 20e-9\n", "\n", "subregions = {\n", " \"bottom_region\": df.Region(p1=(0, 0, 0), p2=(lx, ly, lz / 2)),\n", " \"top_region\": df.Region(p1=(0, 0, lz / 2), p2=(lx, ly, lz)),\n", "}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Having the subregions dictionary, we can now pass it to our mesh:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "cell = (5e-9, 5e-9, 5e-9)\n", "\n", "region = df.Region(p1=(0, 0, 0), p2=(lx, ly, lz))\n", "mesh = df.Mesh(region=region, cell=cell, subregions=subregions)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The mesh with two subregions is now defined. Please note that it is your responsibility that the subregions are well defined and \"make sense\". If they overlap or do not cover the entire mesh region, no errors or warnings will be raised. This gives a lot of freedom to users on how they can define the subregions, but also some responsibilities." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Mesh\n", "" ], "text/plain": [ "Mesh(Region(pmin=[0.0, 0.0, 0.0], pmax=[1e-07, 5e-08, 2e-08], dims=['x', 'y', 'z'], units=['m', 'm', 'm']), n=[20, 10, 4], subregions: (Region`bottom_region`(pmin=[0.0, 0.0, 0.0], pmax=[1e-07, 5e-08, 1e-08], dims=['x', 'y', 'z'], units=['m', 'm', 'm']), Region`top_region`(pmin=[0.0, 0.0, 1e-08], pmax=[1e-07, 5e-08, 2e-08], dims=['x', 'y', 'z'], units=['m', 'm', 'm'])))" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mesh" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Regarding the mesh operations we can perform, all the ones we showed before are still there, but now we can use subregion-specific ones as well. We can ask for the mesh subregions:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'bottom_region': Region(pmin=[0.0, 0.0, 0.0], pmax=[1e-07, 5e-08, 1e-08], dims=['x', 'y', 'z'], units=['m', 'm', 'm']),\n", " 'top_region': Region(pmin=[0.0, 0.0, 1e-08], pmax=[1e-07, 5e-08, 2e-08], dims=['x', 'y', 'z'], units=['m', 'm', 'm'])}" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mesh.subregions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This is simply the dictionary we used at the mesh definition. From the mesh we can extract a subregion mesh, by \"indexing\" it with the subregion name." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Mesh\n", "" ], "text/plain": [ "Mesh(Region(pmin=[0.0, 0.0, 0.0], pmax=[1e-07, 5e-08, 1e-08], dims=['x', 'y', 'z'], units=['m', 'm', 'm']), n=[20, 10, 2])" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mesh[\"bottom_region\"]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This returns a mesh defined on a subregion and with the same cell size we used at the mesh definition. So, we expect that one half of the total number of cells belong to each subregion:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "800" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(mesh) # total number of cells" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "400" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(mesh[\"bottom_region\"]) # number of cells in the bottom_region" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "400" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(mesh[\"top_region\"]) # number of cells in the top_region" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The object indexing operator returns is a mesh and we can perform all the typical mesh operations on it. For example, let us say we want to get the centre point of the `bottom_region`. First we need to extract the subregion (`[]`), then access its region (`.region`) and finally ask for its centre point (`.centre`):" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([5.0e-08, 2.5e-08, 5.0e-09])" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mesh[\"bottom_region\"].region.centre" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Mesh subregions visualisation\n", "\n", "Similar to region and mesh, subregions can be plotted either using `matplotlib` (`mpl_subregions`) or `k3d` (`k3d_subregions`).\n", "\n", "### `mpl`\n", "\n", "Defaults `matplotlib` plot is:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl.subregions()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If we want to change the figure size, we can pass `figsize` parameter. Its value must be a lenth-2 tuple, with the first element being the size in the horizontal direction, whereas the second element is the size in the vertical direction." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl.subregions(figsize=(10, 5))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The color of the lines depicting subregions we can choose by passing `color` argument. `color` must be an array-like which consists of valid `matplotlib` colours. Elements of the array-like can be RGB hex-strings ([online converter](http://www.javascripter.net/faq/rgbtohex.htm)). If the number of colours in `color` is smaller than the number of subregions, the values of `color` will be used in cycle." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl.subregions(color=(\"#f33f00\", \"#0000cf\"))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`discretisedfield` automatically chooses the SI prefix (nano, micro, etc.) it is going to use to divide the axes with and show those units on the axes. Sometimes (e.g. for thin films), `discretisedfield` does not choose the SI prefix we expected. In those cases, we can explicitly pass it using `multiplier` argument. ``multiplier`` can be passed as $10^{n}$, where $n$ is a multiple of 3 (..., -6, -3, 0, 3, 6,...). For instance, if `multiplier=1e-6` is passed, all axes will be divided by $1\\,\\mu\\text{m}$ and $\\mu\\text{m}$ units will be used as axis labels." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl.subregions(multiplier=1e-12)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If we want to save the plot, we pass `filename`, mesh plot is going to be shown and the plot saved in our working directory as a PDF." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl.subregions(filename=\"my-subregions-plot.pdf\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`mpl` subregions plot is based on [`matplotlib.pyplot.plot` function](https://matplotlib.org/3.2.1/api/_as_gen/matplotlib.pyplot.plot.html). Therefore, any parameter accepted by it can be passed. For instance:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl.subregions(marker=\"o\", linestyle=\"dashed\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we show how to expose the axes on which the subregions are plotted, so that we can customise them. We do that by creating the axes ourselves and then passing them to `mpl` function." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0, 'height')" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "# Create the axes\n", "fig = plt.figure(figsize=(8, 5))\n", "ax = fig.add_subplot(111, projection=\"3d\")\n", "\n", "# Add the region to the axes\n", "mesh.mpl.subregions(ax=ax)\n", "\n", "# Customise the axes\n", "ax.set_xlabel(\"length\")\n", "ax.set_ylabel(\"width\")\n", "ax.set_zlabel(\"height\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This way, by exposing the axes and passing any allowed `matplotlib.pyplot.plot` argument, we can customise the plot any way we like (as long as it is allowed by `matplotlib`).\n", "\n", "Sometimes it is not necessary to define subregions that alltogether cover the whole mesh. Then, it can be usefull to also show the whole region to better visualise the arangement of subregions. This can be done by specifying ``show_region=True``. Customisation of the visualisation of the whole region is currently not supported." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "lx, ly, lz = 100e-9, 50e-9, 20e-9\n", "\n", "subregions = {\n", " \"bottom_subregion\": df.Region(p1=(20e-9, 0, 0), p2=(40e-9, 50e-9, 10e-9)),\n", " \"top_subregion\": df.Region(p1=(80e-9, 40e-9, lz / 2), p2=(lx, ly, lz)),\n", "}\n", "\n", "cell = (5e-9, 5e-9, 5e-9)\n", "\n", "region = df.Region(p1=(0, 0, 0), p2=(lx, ly, lz))\n", "mesh = df.Mesh(region=region, cell=cell, subregions=subregions)\n", "\n", "mesh.mpl.subregions(show_region=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### `k3d`\n", "\n", "Default k3d plot is:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "7b16e118003d4d1dbbf2a166bcdb51e8", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "mesh.k3d.subregions()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The colour of subregions we can change by passing `color` argument. `color` must be a list which consists of valid `int` colours. If the number of colours in `color` is smaller than the number of subregions, the values of `color` will be used in cycle." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "fd905e57a27f46c3b73886f4e83fda6b", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "mesh.k3d.subregions(color=[\"12345\", \"54321\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Similar to the `mpl` plot, we can change the axes multiplier." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "e702ea5de0fa43edaecd1f77c2a804d5", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "mesh.k3d.subregions(multiplier=1e-6)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`k3d` plot is based on [k3d.voxels](https://k3d-jupyter.org/k3d.html#k3d.factory.voxels), so any parameter accepted by it can be passed. For instance:" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "0aefe88c6eef4d64b92538615622904c", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "mesh.k3d.subregions(wireframe=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also expose `k3d.Plot` object and customise it." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "59315421c90c46e2aa62bdd378b4c84d", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "import k3d\n", "\n", "# Expose plot object\n", "plot = k3d.plot()\n", "plot.display()\n", "\n", "# Add region to the plot\n", "mesh.k3d.subregions(plot=plot)\n", "\n", "# Customise the plot\n", "plot.axes = [r\"\\text{length}\", r\"\\text{width}\", r\"\\text{height}\"]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This way, we can modify the plot however we want (as long as `k3d` allows it)." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.12" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": { "081f226d546643e586945da179c340e2": { "buffers": [ { "data": "sHJMAFKE3QBoqFUAUk7EALNygQBgeJMAw4vaAIyMjAB0ucwAzbVkAA==", "encoding": "base64", "path": [ "color_map", "data" ] }, { "data": "AADIQgAAAAAAAAAAAABIQgAAAAAAAEhCAAAAAAAAyEEAAAAAAAAAAAAAoEEAACBBAAAAAAAAAAAAAAAAAACAPw==", "encoding": "base64", "path": [ "model_matrix", "data" ] }, { "data": "AAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgICAgAAAAAAAAAAAAAAAAAAAAACAgICAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAgICAAAAAAAAAAAAAAAAAAAAAAICAgI=", "encoding": "base64", "path": [ "voxels", "data" ] } ], "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "ObjectModel", "state": { "_view_count": null, "_view_module": null, "_view_module_version": "", "_view_name": null, "colorLegend": false, "color_map": { "data": {}, "dtype": "uint32", "shape": [ 10 ] }, "compression_level": 0, "id": 140680583842112, "model_matrix": { "data": {}, "dtype": "float32", "shape": [ 4, 4 ] }, "name": "Voxels #1", "opacity": 1, "outlines": false, "outlines_color": 0, "type": "Voxels", "visible": true, "voxels": { "data": {}, "dtype": "uint8", "shape": [ 4, 10, 20 ] }, "wireframe": true } }, "13e43a44d43e4bd387be44e2a9d539aa": { "model_module": "@jupyter-widgets/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": { "layout": "IPY_MODEL_e26832f84ed049b6a7c26bb7f044eb6f", "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "49bd5c24534c447dae2411f4900f5dc1", "version_major": 2, "version_minor": 0 }, "text/plain": "Plot(antialias=3, axes=['x', 'y', 'z'], axes_helper=1.0, background_color=16777215, camera_animation=[], camer…" }, "metadata": {}, "output_type": "display_data" } ] } }, "3ad60ea2a5424b379229427410de7f2a": { "buffers": [ { "data": "sHJMAFKE3QBoqFUAUk7EALNygQBgeJMAw4vaAIyMjAB0ucwAzbVkAA==", "encoding": "base64", "path": [ "color_map", "data" ] }, { "data": "AADIQgAAAAAAAAAAAABIQgAAAAAAAEhCAAAAAAAAyEEAAAAAAAAAAAAAoEEAACBBAAAAAAAAAAAAAAAAAACAPw==", "encoding": "base64", "path": [ "model_matrix", "data" ] }, { "data": "AAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgICAgAAAAAAAAAAAAAAAAAAAAACAgICAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAgICAAAAAAAAAAAAAAAAAAAAAAICAgI=", "encoding": "base64", "path": [ "voxels", "data" ] } ], "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "ObjectModel", "state": { "_view_count": null, "_view_module": null, "_view_module_version": "", "_view_name": null, "colorLegend": false, "color_map": { "data": {}, "dtype": "uint32", "shape": [ 10 ] }, "compression_level": 0, "id": 140680616066832, "model_matrix": { "data": {}, "dtype": "float32", "shape": [ 4, 4 ] }, "name": "Voxels #1", "opacity": 1, "outlines": false, "outlines_color": 0, "type": "Voxels", "visible": true, "voxels": { "data": {}, "dtype": "uint8", "shape": [ 4, 10, 20 ] }, "wireframe": false } }, "3cec71f1a6f24a0681de89070cb8eab8": { "buffers": [ { "data": "sHJMAFKE3QBoqFUAUk7EALNygQBgeJMAw4vaAIyMjAB0ucwAzbVkAA==", "encoding": "base64", "path": [ "color_map", "data" ] }, { "data": "AADIQgAAAAAAAAAAAABIQgAAAAAAAEhCAAAAAAAAyEEAAAAAAAAAAAAAoEEAACBBAAAAAAAAAAAAAAAAAACAPw==", "encoding": "base64", "path": [ "model_matrix", "data" ] }, { "data": "AAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgICAgAAAAAAAAAAAAAAAAAAAAACAgICAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAgICAAAAAAAAAAAAAAAAAAAAAAICAgI=", "encoding": "base64", "path": [ "voxels", "data" ] } ], "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "ObjectModel", "state": { "_view_count": null, "_view_module": null, "_view_module_version": "", "_view_name": null, "colorLegend": false, "color_map": { "data": {}, "dtype": "uint32", "shape": [ 10 ] }, "compression_level": 0, "id": 140680614732752, "model_matrix": { "data": {}, "dtype": "float32", "shape": [ 4, 4 ] }, "name": "Voxels #1", "opacity": 1, "outlines": false, "outlines_color": 0, "type": "Voxels", "visible": true, "voxels": { "data": {}, "dtype": "uint8", "shape": [ 4, 10, 20 ] }, "wireframe": false } }, "40cb7d05576d4efaa36cca429bda2961": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "49bd5c24534c447dae2411f4900f5dc1": { "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "PlotModel", "state": { "_backend_version": "2.11.0", "_dom_classes": [], "_view_count": null, "antialias": 3, "auto_rendering": true, "axes": [ "\\text{length}", "\\text{width}", "\\text{height}" ], "axes_helper": 1, "background_color": 16777215, "camera": [ 144.73011979530975, -117.72017962078712, 19.248011917039385, 49.750000028871, 24.750000028871, 9.749999940395355, 0, 0, 1 ], "camera_animation": [], "camera_auto_fit": true, "camera_damping_factor": 0, "camera_fov": 60, "camera_mode": "trackball", "camera_no_pan": false, "camera_no_rotate": false, "camera_no_zoom": false, "camera_pan_speed": 0.3, "camera_rotate_speed": 1, "camera_zoom_speed": 1.2, "clipping_planes": [], "colorbar_object_id": -1, "colorbar_scientific": false, "fps": 25, "fps_meter": false, "grid": [ -1, -1, -1, 1, 1, 1 ], "grid_auto_fit": true, "grid_color": 15132390, "grid_visible": true, "height": 512, "label_color": 4473924, "layout": "IPY_MODEL_62f19dd6a0d843b381413f036a12fed5", "lighting": 1.5, "manipulate_mode": "translate", "menu_visibility": true, "mode": "view", "name": null, "object_ids": [ 140680616066832 ], "rendering_steps": 1, "screenshot": "", "screenshot_scale": 2, "snapshot": "", "snapshot_type": "full", "time": 0, "voxel_paint_color": 0 } }, "58078dc11964462a8ba81c4f511c0b8a": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "5c908c3cbb0a49799c150523fc2e0446": { "model_module": "@jupyter-widgets/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": { "layout": "IPY_MODEL_ab84ac4519be408e9a8e3791643054c0", "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "b42329a3cdbb426f972442385f722e5b", "version_major": 2, "version_minor": 0 }, "text/plain": "Plot(antialias=3, axes=['x', 'y', 'z'], axes_helper=1.0, background_color=16777215, camera_animation=[], camer…" }, "metadata": {}, "output_type": "display_data" } ] } }, "62f19dd6a0d843b381413f036a12fed5": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "7a92d44b8699479a9449a7d8de9e2aa7": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "7fb9487b7df74d8b9de5117eb291cbdb": { "buffers": [ { "data": "OTAAADHUAAA=", "encoding": "base64", "path": [ "color_map", "data" ] }, { "data": "AADIQgAAAAAAAAAAAABIQgAAAAAAAEhCAAAAAAAAyEEAAAAAAAAAAAAAoEEAACBBAAAAAAAAAAAAAAAAAACAPw==", "encoding": "base64", "path": [ "model_matrix", "data" ] }, { "data": "AAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgICAgAAAAAAAAAAAAAAAAAAAAACAgICAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAgICAAAAAAAAAAAAAAAAAAAAAAICAgI=", "encoding": "base64", "path": [ "voxels", "data" ] } ], "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "ObjectModel", "state": { "_view_count": null, "_view_module": null, "_view_module_version": "", "_view_name": null, "colorLegend": false, "color_map": { "data": {}, "dtype": "uint32", "shape": [ 2 ] }, "compression_level": 0, "id": 140680583982480, "model_matrix": { "data": {}, "dtype": "float32", "shape": [ 4, 4 ] }, "name": "Voxels #1", "opacity": 1, "outlines": false, "outlines_color": 0, "type": "Voxels", "visible": true, "voxels": { "data": {}, "dtype": "uint8", "shape": [ 4, 10, 20 ] }, "wireframe": false } }, "82a6c4e493c14c1693256ca846df1464": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "8b8adc93f90847f48883d2a7a949e32c": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "99f51e35f24740d4975329ec1fefb570": { "model_module": "@jupyter-widgets/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": { "layout": "IPY_MODEL_ea6a3cfed2fa4adc8a386ec39b6b3c52", "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "db09b3c5f0f34c0a9f2a9b87ed8b4ce9", "version_major": 2, "version_minor": 0 }, "text/plain": "Plot(antialias=3, axes=['x', 'y', 'z'], axes_helper=1.0, background_color=16777215, camera_animation=[], camer…" }, "metadata": {}, "output_type": "display_data" } ] } }, "ab84ac4519be408e9a8e3791643054c0": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "b42329a3cdbb426f972442385f722e5b": { "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "PlotModel", "state": { "_backend_version": "2.11.0", "_dom_classes": [], "_view_count": null, "antialias": 3, "auto_rendering": true, "axes": [ "x\\,\\text{(nm)}", "y\\,\\text{(nm)}", "z\\,\\text{(nm)}" ], "axes_helper": 1, "background_color": 16777215, "camera": [ 144.73011979530975, -117.72017962078712, 19.248011917039385, 49.750000028871, 24.750000028871, 9.749999940395355, 0, 0, 1 ], "camera_animation": [], "camera_auto_fit": true, "camera_damping_factor": 0, "camera_fov": 60, "camera_mode": "trackball", "camera_no_pan": false, "camera_no_rotate": false, "camera_no_zoom": false, "camera_pan_speed": 0.3, "camera_rotate_speed": 1, "camera_zoom_speed": 1.2, "clipping_planes": [], "colorbar_object_id": -1, "colorbar_scientific": false, "fps": 25, "fps_meter": false, "grid": [ -1, -1, -1, 1, 1, 1 ], "grid_auto_fit": true, "grid_color": 15132390, "grid_visible": true, "height": 512, "label_color": 4473924, "layout": "IPY_MODEL_7a92d44b8699479a9449a7d8de9e2aa7", "lighting": 1.5, "manipulate_mode": "translate", "menu_visibility": true, "mode": "view", "name": null, "object_ids": [ 140680583842112 ], "rendering_steps": 1, "screenshot": "", "screenshot_scale": 2, "snapshot": "", "snapshot_type": "full", "time": 0, "voxel_paint_color": 0 } }, "b577ac2cf22a4986bfb77374d3935cee": { "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "PlotModel", "state": { "_backend_version": "2.11.0", "_dom_classes": [], "_view_count": null, "antialias": 3, "auto_rendering": true, "axes": [ "x\\,\\text{(um)}", "y\\,\\text{(um)}", "z\\,\\text{(um)}" ], "axes_helper": 1, "background_color": 16777215, "camera": [ 0.17892296542267028, -0.169009446581025, 0.022667296187712738, 0.04975000077020377, 0.02475000039767474, 0.009749999722465874, 0, 0, 1 ], "camera_animation": [], "camera_auto_fit": true, "camera_damping_factor": 0, "camera_fov": 60, "camera_mode": "trackball", "camera_no_pan": false, "camera_no_rotate": false, "camera_no_zoom": false, "camera_pan_speed": 0.3, "camera_rotate_speed": 1, "camera_zoom_speed": 1.2, "clipping_planes": [], "colorbar_object_id": -1, "colorbar_scientific": false, "fps": 25, "fps_meter": false, "grid": [ -1, -1, -1, 1, 1, 1 ], "grid_auto_fit": true, "grid_color": 15132390, "grid_visible": true, "height": 512, "label_color": 4473924, "layout": "IPY_MODEL_40cb7d05576d4efaa36cca429bda2961", "lighting": 1.5, "manipulate_mode": "translate", "menu_visibility": true, "mode": "view", "name": null, "object_ids": [ 140680584008608 ], "rendering_steps": 1, "screenshot": "", "screenshot_scale": 2, "snapshot": "", "snapshot_type": "full", "time": 0, "voxel_paint_color": 0 } }, "ce94c6aee7dc4cf4a8536a6ce7ccae33": { "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "PlotModel", "state": { "_backend_version": "2.11.0", "_dom_classes": [], "_view_count": null, "antialias": 3, "auto_rendering": true, "axes": [ "x\\,\\text{(nm)}", "y\\,\\text{(nm)}", "z\\,\\text{(nm)}" ], "axes_helper": 1, "background_color": 16777215, "camera": [ 144.73011979530975, -117.72017962078712, 19.248011917039385, 49.750000028871, 24.750000028871, 9.749999940395355, 0, 0, 1 ], "camera_animation": [], "camera_auto_fit": true, "camera_damping_factor": 0, "camera_fov": 60, "camera_mode": "trackball", "camera_no_pan": false, "camera_no_rotate": false, "camera_no_zoom": false, "camera_pan_speed": 0.3, "camera_rotate_speed": 1, "camera_zoom_speed": 1.2, "clipping_planes": [], "colorbar_object_id": -1, "colorbar_scientific": false, "fps": 25, "fps_meter": false, "grid": [ -1, -1, -1, 1, 1, 1 ], "grid_auto_fit": true, "grid_color": 15132390, "grid_visible": true, "height": 512, "label_color": 4473924, "layout": "IPY_MODEL_58078dc11964462a8ba81c4f511c0b8a", "lighting": 1.5, "manipulate_mode": "translate", "menu_visibility": true, "mode": "view", "name": null, "object_ids": [ 140680583982480 ], "rendering_steps": 1, "screenshot": "", "screenshot_scale": 2, "snapshot": "", "snapshot_type": "full", "time": 0, "voxel_paint_color": 0 } }, "d79922485fc24c69ad613b779bb1e5be": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "db09b3c5f0f34c0a9f2a9b87ed8b4ce9": { "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "PlotModel", "state": { "_backend_version": "2.11.0", "_dom_classes": [], "_view_count": null, "antialias": 3, "auto_rendering": true, "axes": [ "x\\,\\text{(nm)}", "y\\,\\text{(nm)}", "z\\,\\text{(nm)}" ], "axes_helper": 1, "background_color": 16777215, "camera": [ 144.73011979530975, -117.72017962078712, 19.248011917039385, 49.750000028871, 24.750000028871, 9.749999940395355, 0, 0, 1 ], "camera_animation": [], "camera_auto_fit": true, "camera_damping_factor": 0, "camera_fov": 60, "camera_mode": "trackball", "camera_no_pan": false, "camera_no_rotate": false, "camera_no_zoom": false, "camera_pan_speed": 0.3, "camera_rotate_speed": 1, "camera_zoom_speed": 1.2, "clipping_planes": [], "colorbar_object_id": -1, "colorbar_scientific": false, "fps": 25, "fps_meter": false, "grid": [ -1, -1, -1, 1, 1, 1 ], "grid_auto_fit": true, "grid_color": 15132390, "grid_visible": true, "height": 512, "label_color": 4473924, "layout": "IPY_MODEL_82a6c4e493c14c1693256ca846df1464", "lighting": 1.5, "manipulate_mode": "translate", "menu_visibility": true, "mode": "view", "name": null, "object_ids": [ 140680614732752 ], "rendering_steps": 1, "screenshot": "", "screenshot_scale": 2, "snapshot": "", "snapshot_type": "full", "time": 0, "voxel_paint_color": 0 } }, "e0d4615698cd44e7b41b018d8ded9450": { "model_module": "@jupyter-widgets/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": { "layout": "IPY_MODEL_d79922485fc24c69ad613b779bb1e5be", "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "ce94c6aee7dc4cf4a8536a6ce7ccae33", "version_major": 2, "version_minor": 0 }, "text/plain": "Plot(antialias=3, axes=['x', 'y', 'z'], axes_helper=1.0, background_color=16777215, camera_animation=[], camer…" }, "metadata": {}, "output_type": "display_data" } ] } }, "e26832f84ed049b6a7c26bb7f044eb6f": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "ea6a3cfed2fa4adc8a386ec39b6b3c52": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "eb2b81ef6ef749c891df49772837f7d2": { "model_module": "@jupyter-widgets/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": { "layout": "IPY_MODEL_8b8adc93f90847f48883d2a7a949e32c", "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "b577ac2cf22a4986bfb77374d3935cee", "version_major": 2, "version_minor": 0 }, "text/plain": "Plot(antialias=3, axes=['x', 'y', 'z'], axes_helper=1.0, background_color=16777215, camera_animation=[], camer…" }, "metadata": {}, "output_type": "display_data" } ] } }, "f0b94a88faef47378f7efaed8a8bc166": { "buffers": [ { "data": "sHJMAFKE3QBoqFUAUk7EALNygQBgeJMAw4vaAIyMjAB0ucwAzbVkAA==", "encoding": "base64", "path": [ "color_map", "data" ] }, { "data": "zczMPQAAAAAAAAAAzcxMPQAAAADNzEw9AAAAAM3MzDwAAAAAAAAAAArXozwK1yM8AAAAAAAAAAAAAAAAAACAPw==", "encoding": "base64", "path": [ "model_matrix", "data" ] }, { "data": "AAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAABAQEBAAAAAAAAAAAAAAAAAAAAAAEBAQEAAAAAAAAAAAAAAAAAAAAAAQEBAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgICAgAAAAAAAAAAAAAAAAAAAAACAgICAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAgICAAAAAAAAAAAAAAAAAAAAAAICAgI=", "encoding": "base64", "path": [ "voxels", "data" ] } ], "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "ObjectModel", "state": { "_view_count": null, "_view_module": null, "_view_module_version": "", "_view_name": null, "colorLegend": false, "color_map": { "data": {}, "dtype": "uint32", "shape": [ 10 ] }, "compression_level": 0, "id": 140680584008608, "model_matrix": { "data": {}, "dtype": "float32", "shape": [ 4, 4 ] }, "name": "Voxels #1", "opacity": 1, "outlines": false, "outlines_color": 0, "type": "Voxels", "visible": true, "voxels": { "data": {}, "dtype": "uint8", "shape": [ 4, 10, 20 ] }, "wireframe": false } } }, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 4 }